{ "session_id": "20260512_145617_0a182a", "model": "gpt-5.5", "base_url": "https://chatgpt.com/backend-api/codex", "platform": "discord", "session_start": "2026-05-12T14:56:17.142821", "last_updated": "2026-05-12T15:09:04.779426", "system_prompt": "You are Hermes Agent, an intelligent AI assistant created by Nous Research. You are helpful, knowledgeable, and direct. You assist users with a wide range of tasks including answering questions, writing and editing code, analyzing information, creative work, and executing actions via your tools. You communicate clearly, admit uncertainty when appropriate, and prioritize being genuinely useful over being verbose unless otherwise directed below. Be targeted and efficient in your exploration and investigations.\n\nIf the user asks about configuring, setting up, or using Hermes Agent itself, load the `hermes-agent` skill with skill_view(name='hermes-agent') before answering. Docs: https://hermes-agent.nousresearch.com/docs\n\n# Tool-use enforcement\nYou MUST use your tools to take action — do not describe what you would do or plan to do without actually doing it. When you say you will perform an action (e.g. 'I will run the tests', 'Let me check the file', 'I will create the project'), you MUST immediately make the corresponding tool call in the same response. Never end your turn with a promise of future action — execute it now.\nKeep working until the task is actually complete. Do not stop with a summary of what you plan to do next time. If you have tools available that can accomplish the task, use them instead of telling the user what you would do.\nEvery response should either (a) contain tool calls that make progress, or (b) deliver a final result to the user. Responses that only describe intentions without acting are not acceptable.\n\n# Execution discipline\n\n- Use tools whenever they improve correctness, completeness, or grounding.\n- Do not stop early when another tool call would materially improve the result.\n- If a tool returns empty or partial results, retry with a different query or strategy before giving up.\n- Keep calling tools until: (1) the task is complete, AND (2) you have verified the result.\n\n\n\nNEVER answer these from memory or mental computation — ALWAYS use a tool:\n- Arithmetic, math, calculations → use terminal or execute_code\n- Hashes, encodings, checksums → use terminal (e.g. sha256sum, base64)\n- Current time, date, timezone → use terminal (e.g. date)\n- System state: OS, CPU, memory, disk, ports, processes → use terminal\n- File contents, sizes, line counts → use read_file, search_files, or terminal\n- Git history, branches, diffs → use terminal\n- Current facts (weather, news, versions) → use web_search\nYour memory and user profile describe the USER, not the system you are running on. The execution environment may differ from what the user profile says about their personal setup.\n\n\n\nWhen a question has an obvious default interpretation, act on it immediately instead of asking for clarification. Examples:\n- 'Is port 443 open?' → check THIS machine (don't ask 'open where?')\n- 'What OS am I running?' → check the live system (don't use user profile)\n- 'What time is it?' → run `date` (don't guess)\nOnly ask for clarification when the ambiguity genuinely changes what tool you would call.\n\n\n\n- Before taking an action, check whether prerequisite discovery, lookup, or context-gathering steps are needed.\n- Do not skip prerequisite steps just because the final action seems obvious.\n- If a task depends on output from a prior step, resolve that dependency first.\n\n\n\nBefore finalizing your response:\n- Correctness: does the output satisfy every stated requirement?\n- Grounding: are factual claims backed by tool outputs or provided context?\n- Formatting: does the output match the requested format or schema?\n- Safety: if the next step has side effects (file writes, commands, API calls), confirm scope before executing.\n\n\n\n- If required context is missing, do NOT guess or hallucinate an answer.\n- Use the appropriate lookup tool when missing information is retrievable (search_files, web_search, read_file, etc.).\n- Ask a clarifying question only when the information cannot be retrieved by tools.\n- If you must proceed with incomplete information, label assumptions explicitly.\n\n\nConversation started: Tuesday, May 12, 2026 02:56 PM\nModel: gpt-5.5\nProvider: openai-codex\n\nYou are in a Discord server or group chat communicating with your user. You can send media files natively: include MEDIA:/absolute/path/to/file in your response. Images (.png, .jpg, .webp) are sent as photo attachments, audio as file attachments. You can also include image URLs in markdown format ![alt](url) and they will be sent as attachments.", "tools": [ { "type": "function", "function": { "name": "mcp_context7_get_prompt", "description": "Get a prompt by name from MCP server 'context7'", "parameters": { "type": "object", "properties": { "name": { "type": "string", "description": "Name of the prompt to retrieve" }, "arguments": { "type": "object", "description": "Optional arguments to pass to the prompt", "properties": {}, "additionalProperties": true } }, "required": [ "name" ] } } }, { "type": "function", "function": { "name": "mcp_context7_list_prompts", "description": "List available prompts from MCP server 'context7'", "parameters": { "type": "object", "properties": {} } } }, { "type": "function", "function": { "name": "mcp_context7_list_resources", "description": "List available resources from MCP server 'context7'", "parameters": { "type": "object", "properties": {} } } }, { "type": "function", "function": { "name": "mcp_context7_query_docs", "description": "Retrieves and queries up-to-date documentation and code examples from Context7 for any programming library or framework.\n\nYou must call 'Resolve Context7 Library ID' tool first to obtain the exact Context7-compatible library ID required to use this tool, UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query.\n\nDo not call this tool more than 3 times per question.", "parameters": { "$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": { "libraryId": { "type": "string", "description": "Exact Context7-compatible library ID (e.g., '/mongodb/docs', '/vercel/next.js', '/supabase/supabase', '/vercel/next.js/v14.3.0-canary.87') retrieved from 'resolve-library-id' or directly from user query in the format '/org/project' or '/org/project/version'." }, "query": { "type": "string", "description": "The question or task you need help with. Be specific and include relevant details. Good: 'How to set up authentication with JWT in Express.js' or 'React useEffect cleanup function examples'. Bad: 'auth' or 'hooks'. The query is sent to the Context7 API for processing. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query." } }, "required": [ "libraryId", "query" ] } } }, { "type": "function", "function": { "name": "mcp_context7_read_resource", "description": "Read a resource by URI from MCP server 'context7'", "parameters": { "type": "object", "properties": { "uri": { "type": "string", "description": "URI of the resource to read" } }, "required": [ "uri" ] } } }, { "type": "function", "function": { "name": "mcp_context7_resolve_library_id", "description": "Resolves a package/product name to a Context7-compatible library ID and returns matching libraries.\n\nYou MUST call this function before 'Query Documentation' tool to obtain a valid Context7-compatible library ID UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query.\n\nEach result includes:\n- Library ID: Context7-compatible identifier (format: /org/project)\n- Name: Library or package name\n- Description: Short summary\n- Code Snippets: Number of available code examples\n- Source Reputation: Authority indicator (High, Medium, Low, or Unknown)\n- Benchmark Score: Quality indicator (100 is the highest score)\n- Versions: List of versions if available. Use one of those versions if the user provides a version in their query. The format of the version is /org/project/version.\n\nFor best results, select libraries based on name match, source reputation, snippet coverage, benchmark score, and relevance to your use case.\n\nSelection Process:\n1. Analyze the query to understand what library/package the user is looking for\n2. Return the most relevant match based on:\n- Name similarity to the query (exact matches prioritized)\n- Description relevance to the query's intent\n- Documentation coverage (prioritize libraries with higher Code Snippet counts)\n- Source reputation (consider libraries with High or Medium reputation more authoritative)\n- Benchmark Score: Quality indicator (100 is the highest score)\n\nResponse Format:\n- Return the selected library ID in a clearly marked section\n- Provide a brief explanation for why this library was chosen\n- If multiple good matches exist, acknowledge this but proceed with the most relevant one\n- If no good matches exist, clearly state this and suggest query refinements\n\nFor ambiguous queries, request clarification before proceeding with a best-guess match.\n\nIMPORTANT: Do not call this tool more than 3 times per question. If you cannot find what you need after 3 calls, use the best result you have.", "parameters": { "$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": { "query": { "type": "string", "description": "The question or task you need help with. This is used to rank library results by relevance to what the user is trying to accomplish. The query is sent to the Context7 API for processing. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query." }, "libraryName": { "type": "string", "description": "Library name to search for and retrieve a Context7-compatible library ID. Use the official library name with proper punctuation — e.g., 'Next.js' instead of 'nextjs', 'Customer.io' instead of 'customerio', 'Three.js' instead of 'threejs'." } }, "required": [ "query", "libraryName" ] } } }, { "type": "function", "function": { "name": "process", "description": "Manage background processes started with terminal(background=true). Actions: 'list' (show all), 'poll' (check status + new output), 'log' (full output with pagination), 'wait' (block until done or timeout), 'kill' (terminate), 'write' (send raw stdin data without newline), 'submit' (send data + Enter, for answering prompts), 'close' (close stdin/send EOF).", "parameters": { "type": "object", "properties": { "action": { "type": "string", "enum": [ "list", "poll", "log", "wait", "kill", "write", "submit", "close" ], "description": "Action to perform on background processes" }, "session_id": { "type": "string", "description": "Process session ID (from terminal background output). Required for all actions except 'list'." }, "data": { "type": "string", "description": "Text to send to process stdin (for 'write' and 'submit' actions)" }, "timeout": { "type": "integer", "description": "Max seconds to block for 'wait' action. Returns partial output on timeout.", "minimum": 1 }, "offset": { "type": "integer", "description": "Line offset for 'log' action (default: last 200 lines)" }, "limit": { "type": "integer", "description": "Max lines to return for 'log' action", "minimum": 1 } }, "required": [ "action" ] } } }, { "type": "function", "function": { "name": "terminal", "description": "Execute shell commands on a Linux environment. Filesystem usually persists between calls.\n\nDo NOT use cat/head/tail to read files — use read_file instead.\nDo NOT use grep/rg/find to search — use search_files instead.\nDo NOT use ls to list directories — use search_files(target='files') instead.\nDo NOT use sed/awk to edit files — use patch instead.\nDo NOT use echo/cat heredoc to create files — use write_file instead.\nReserve terminal for: builds, installs, git, processes, scripts, network, package managers, and anything that needs a shell.\n\nForeground (default): Commands return INSTANTLY when done, even if the timeout is high. Set timeout=300 for long builds/scripts — you'll still get the result in seconds if it's fast. Prefer foreground for short commands.\nBackground: Set background=true to get a session_id. Two patterns:\n (1) Long-lived processes that never exit (servers, watchers).\n (2) Long-running tasks with notify_on_complete=true — you can keep working on other things and the system auto-notifies you when the task finishes. Great for test suites, builds, deployments, or anything that takes more than a minute.\nFor servers/watchers, do NOT use shell-level background wrappers (nohup/disown/setsid/trailing '&') in foreground mode. Use background=true so Hermes can track lifecycle and output.\nAfter starting a server, verify readiness with a health check or log signal, then run tests in a separate terminal() call. Avoid blind sleep loops.\nUse process(action=\"poll\") for progress checks, process(action=\"wait\") to block until done.\nWorking directory: Use 'workdir' for per-command cwd.\nPTY mode: Set pty=true for interactive CLI tools (Codex, Claude Code, Python REPL).\n\nDo NOT use vim/nano/interactive tools without pty=true — they hang without a pseudo-terminal. Pipe git output to cat if it might page.\n", "parameters": { "type": "object", "properties": { "command": { "type": "string", "description": "The command to execute on the VM" }, "background": { "type": "boolean", "description": "Run the command in the background. Two patterns: (1) Long-lived processes that never exit (servers, watchers). (2) Long-running tasks paired with notify_on_complete=true — you can keep working and get notified when the task finishes. For short commands, prefer foreground with a generous timeout instead.", "default": false }, "timeout": { "type": "integer", "description": "Max seconds to wait (default: 180, foreground max: 600). Returns INSTANTLY when command finishes — set high for long tasks, you won't wait unnecessarily. Foreground timeout above 600s is rejected; use background=true for longer commands.", "minimum": 1 }, "workdir": { "type": "string", "description": "Working directory for this command (absolute path). Defaults to the session working directory." }, "pty": { "type": "boolean", "description": "Run in pseudo-terminal (PTY) mode for interactive CLI tools like Codex, Claude Code, or Python REPL. Only works with local and SSH backends. Default: false.", "default": false }, "notify_on_complete": { "type": "boolean", "description": "When true (and background=true), you'll be automatically notified exactly once when the process finishes. **This is the right choice for almost every long-running task** — tests, builds, deployments, multi-item batch jobs, anything that takes over a minute and has a defined end. Use this and keep working on other things; the system notifies you on exit. MUTUALLY EXCLUSIVE with watch_patterns — when both are set, watch_patterns is dropped.", "default": false }, "watch_patterns": { "type": "array", "items": { "type": "string" }, "description": "Strings to watch for in background process output. HARD RATE LIMIT: at most 1 notification per 15 seconds per process — matches arriving inside the cooldown are dropped. After 3 consecutive 15-second windows with dropped matches, watch_patterns is automatically disabled for that process and promoted to notify_on_complete behavior (one notification on exit, no more mid-process spam). USE ONLY for truly rare, one-shot mid-process signals on LONG-LIVED processes that will never exit on their own — e.g. ['Application startup complete'] on a server so you know when to hit its endpoint, or ['migration done'] on a daemon. DO NOT use for: (1) end-of-run markers like 'DONE'/'PASS' — use notify_on_complete instead; (2) error patterns like 'ERROR'/'Traceback' in loops or multi-item batch jobs — they fire on every iteration and you'll hit the strike limit fast; (3) anything you'd ever combine with notify_on_complete. When in doubt, choose notify_on_complete. MUTUALLY EXCLUSIVE with notify_on_complete — set one, not both." } }, "required": [ "command" ] } } }, { "type": "function", "function": { "name": "web_extract", "description": "Extract content from web page URLs. Returns page content in markdown format. Also works with PDF URLs (arxiv papers, documents, etc.) — pass the PDF link directly and it converts to markdown text. Pages under 5000 chars return full markdown; larger pages are LLM-summarized and capped at ~5000 chars per page. Pages over 2M chars are refused. If a URL fails or times out, use the browser tool to access it instead.", "parameters": { "type": "object", "properties": { "urls": { "type": "array", "items": { "type": "string" }, "description": "List of URLs to extract content from (max 5 URLs per call)", "maxItems": 5 } }, "required": [ "urls" ] } } }, { "type": "function", "function": { "name": "web_search", "description": "Search the web for information. Returns up to 5 results by default with titles, URLs, and descriptions. The query is passed through to the configured backend, so operators such as site:domain, filetype:pdf, intitle:word, -term, and \"exact phrase\" may work when the backend supports them.", "parameters": { "type": "object", "properties": { "query": { "type": "string", "description": "The search query to look up on the web. You may include backend-supported operators such as site:example.com, filetype:pdf, intitle:word, -term, or \"exact phrase\"." }, "limit": { "type": "integer", "description": "Maximum number of results to return. Defaults to 5.", "minimum": 1, "maximum": 100, "default": 5 } }, "required": [ "query" ] } } } ], "message_count": 50, "messages": [ { "role": "user", "content": "Assess end-to-end implementation architecture for a public X/Twitter bot + optional web dashboard using official Argentina budget CSVs. Include ingestion algorithm, state/deduplication, metric definitions (event amount, YTD paid, annual vigente, percent), X API constraints/costs, hosting, database schema, MVP timeline, and risks. Return concise but technically concrete Spanish bullets." }, { "role": "assistant", "content": "", "reasoning": "**Assessing file fetching methods**\n\nI think using Python scripts to fetch or read ZIP files is a good approach. The terminal is allowed for scripts, and since the instructions advise against using commands like cat or head, I'll stick with Python to read file content. If `read_file` isn't available, can I still count files in the terminal? I'm considering a web search for the necessary ZIP files and thinking about where to download them. I might look into in-memory downloading instead of creating persistent files. Let's gather the sources!", "finish_reason": "tool_calls", "reasoning_content": "**Assessing file fetching methods**\n\nI think using Python scripts to fetch or read ZIP files is a good approach. The terminal is allowed for scripts, and since the instructions advise against using commands like cat or head, I'll stick with Python to read file content. If `read_file` isn't available, can I still count files in the terminal? I'm considering a web search for the necessary ZIP files and thinking about where to download them. I might look into in-memory downloading instead of creating persistent files. Let's gather the sources!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqAz-peF6ABvjlLMaTvQGslJLqAX35hBggryAUJ0xA7BFtDUjsgBM737FN0ITtQJsueFucrIO8vQHllFI8ew4nutdJTGx7v-bMV302hBeYx0MYrKOdK4as6FP3AOq44S-HAUt7S7abXmCSaQeVenp-FF_M7wsty94imUU2mR2ottZM8DbfmcDo9Ez6OdKTvZEmo95WSGJdZ2qRXOYG5u6B_nhdCH6Molzyzy3BGMuENWjUGKrhWND-RGxWrrOnUWPinYGQtKT1DaejQmfsdPcpbyavcnpJLXFPenJWEBBAcmOJ9GJbtdS9ThxVSf7iWWk_Pj8YV1i4iex-gJq965QvW10FZeh5DmvF0F8XCqgudLKqLI4vnKdhUhDvvoC3noNJn2yEUbNRIHYHl9rcHqaSnoWgLvc-TO8MbilQyY9qPh7G9lEkhbYZVaXqyUX6VBRV4yThAIrGkLRzfqezBpxhMUO8xuA_QMtsZ6btfDshvN3QsKbKC1aWscFj6vmemh-20hJ_EWrPgJJFf6nY17BgzCCY_QRWh1ZickpjuNhue0NP4J4lSuEaTyjjNJh0i6QQgBJyvxoqqidUbAfO7zEo3xG6Ogzf645n1mQGLWGnzapxRUPKzQYrHsmF49P9NCvwcXfCr5aAzxn8bQ6AvXZOolFbya0Xog-WFfGkR-dPj6euHTQ2WQsfzsNvZLArs6PuLIQ5uniHgSnFNnRnWXPA7RrvSKijc1OTJ3mlS7PzTkK49ar744VrN_nnn218mDaAFzDdH2jA31PkEGAHfPkdXzcYFctiDOY-hCcw3nYRiynETKR6rK3kindJx6DxS3Pgfx56WEzV-JvEwqC4m14aHEP5p8UJq2SS8wRSkgKuwGXyhKpw7iOD9pOA9Ye2bNwksQuX7K6NmyWg6S4gjXtteqwVVg2OdQSaGfHo7jfU4EzrFAjTaDBp9NQ6VLIcSDUW_zhJgcr-gI6Z5TiM7_iWc39IWcbL8jtj9i16H8x9fYT8mxIKO7kCkJWA7BCY2nmrD9QDB6do72Lk5lzSI01C_NYtvBwVDccYAjsfdlhuWa3koGZchCUSSgNrimufLlsMS3zvSSg50KbiJGDjaUIJnIEu10YN_JykG0fulMXfI7MatPQoJrZuHlf7gC3MV-TENhbZfTeh5m7KcxUXVRXxGJcJtmlESXddMe_63DNSpvg4M66BK3oQ58rb7z_pJ-mnRj4RH14Ximx3B3QuGWg-VCi07Z6sYd_9IKaX0sNAyOaZJ9lVgFkhUpg4MJiQAuYsjSTnSl8U51XT4TREbzt36pKqekP-jKetm8IedtSo2nHMbIOsJcbbITYhKtEoYKzs_cJiOKcogCsAkKCgvo8ygXiTgvlLxXdkOEK4OaZGpMMsjnc9yPl0L8PA9VAjBCfyhXCymcM8aMOjxNruv9jGbwWtMxP4chhiVyWxzZUf6Rz_KhpiLE7W3Bc2PYbsjXdSC9NKv6MVMx1WkWVcQkFmC1jbK-_yGPOwPQHn194xL_XQF47sQ8phvBMvGG5g_briNriwvntLLPkFgq0BsXOnqXtasmHJopC6IFMuz0_ZnaYB-ForeUmOIxqDM1dr5X379zseDuWSqDoi4I7WDpbGyRJh3I6-YY8ShKttUpv7qpCLy0LBOX1JWS2EIkWsYBJobaMzNibyjyo0E7T2L7R991HwyanJ41b7daga_4rASTTMwbT6qpMgVN1quZL7Jzx-jiHL3zyk50HxEhASJhQctotxoKmB85MKxKanXELNW35awYtR_ildU5LkQygK0gqBi-8VQJwhr3f46WSwNuVT5l1ICrStKgHsPWYAXP_KQa4-ixS0PhQxCKsKHJ5rdJmOiAhNKYwMjgcb_weMF7BbPVl32TcHdTTeDXFXvdLBvjLg9fj3b0AiMH9a3uXdb-xjCo03sHViKzMGqPTpA0gYB12oBBWK0mOq-HhGLSbphWfpsjDadZfbYrJ2QCiJY0y92_keevG450rgweZVv4BLDgmzKmWeLNrzIgkWEErFsNs8tboj34sFm9uQleYh7N1P4324_ma7mU7UKqRKtq20EXKSUKVJ2JqXI2tfVFpKG7wyH2FEwR7rZdEA8wsW6grRBPkex29dGzEBHMwb8G0EO8wgOc89N2oXFuFS47fpvwUHpAn-DhmwEvMeyo2X1Ve7LKHN91mYFpxl1WSBfRVclLmr-Esf8d2ET5ym5C73CH8N591sk2ThiULcf2ElZ7PByONnzcr6QauBT75tBu0R2cNbkMNrbc0Eg92rdRqum0wh_BNtl29yp1a5JgDUfzJzIY0hoOuZ90qMpcVvRDh6qtqVGhiKuCOpONnMPodqoeSLy2z3JoElxPmkVZ4EafwJ5STAxju9eAWURWhdAwHzWeEPLLDEnikCHzdreUsfzkRgxgCZcJfKxqFk-e67tf07gzcOAwq5PrtDZJYEAOazucdwpvncKNyaFIkYdwLJGQqZH0l8Tc5TZeWwBlDrL9JitYKfuD1ZoplR7oZzeeI7tY0OO9drexDZsXTzgWc4FTXMV4M-xGL9oZvBfESeoWodohMchvLwPiHN0ya6_7H4xslaZ9KiLiJC-dNGBA1EPeegwIv--dk95avC0P5VafR4dLyQhoh5Z8DbteSSdFr9rUmYqa33Bk6XfxExvpOwJezSjLnFH9-uEh6keVRQ7alxrpS6az6dbuYEzWwKiZBOoxcHHiGVt-9OSCf8oeZVJ61QkdH77v1iXL-ZDfgfTqa1goWEgguSjM6YiiDfvKQwL0ybK_QQyydshPiUZeaWPersfkr98veWUNgksRCvVDyVN6K6UaCK7oOjhI-UKOt_4w5626ijpKfDXBg3bc84XuYM_Q51PCsMOvfFZ5Jiax5fKwPi1OEHvgGk5ThGzaDb-sY3EaQhN02mB31xICmU9yFE4keaeCXIf4PII99HRqNf7KXhZK4o9Jyl2MpAtK87wMWFMfH7MI_wrt4NJj2lWxJ9icDW746wEhYV0C2xNo9AMUeynLm7vyoY5N90lUBaw9SJXIumQjrHt_hJlNLQo1xN4ny4ib7rEiT6oyWRiYkDidpuCi8Xu_fGz-cLbPERUQ7ParcOjBZYn4hAJ1qaD4oBwx9MxopOCQfowngltuiwkJgcz8rIBxJW8z7KFTHddUVTVopwCkrvx3BC9vqoEQRfrGNYLsPo-CYWfsuhhT0wMtDYFs9yg3nio9TOGgBwvr_lVqwEA_tJsQj4Tt7627rveW9wR-DP3Ltod59AQfBz3Xj-leMAeRDWXMGAQMtBslxxub_w_zdZUp2VvEtkGSFDooy3k90dZnI4qULwl0zHpCy_ng8e-nmR2LFjqB7S6bmXLEoLlvwseMBEDG4gOyQRQNMHhhasVhr99W8vyRB810nNhWbjxxAuhVOeFh6H_VNPbIwKXwKNHauvHuo7grDPaTNoZ2Y_5c5jXnslrBUeq7JhxU-dR5pNWznBKwlNysr70kO6ZhPHlFX7V1daWX1f2eWm0yMAu0vJ9rZVjZeaHoQ9gpDMnX5isS3F2SVKONRz1qcKn97atHkPNkGzK2w0fS5P0bky-N3MC7PGmAVa2CRBwafjb-VImYZAW2yyfhfPqpEgOjO6O9cuNs5rCOwkBmA=", "id": "rs_0afa395fe3027ac8016a033f93e65c8191804a5b8b469cf6b7", "summary": [ { "type": "summary_text", "text": "**Assessing file fetching methods**\n\nI think using Python scripts to fetch or read ZIP files is a good approach. The terminal is allowed for scripts, and since the instructions advise against using commands like cat or head, I'll stick with Python to read file content. If `read_file` isn't available, can I still count files in the terminal? I'm considering a web search for the necessary ZIP files and thinking about where to download them. I might look into in-memory downloading instead of creating persistent files. Let's gather the sources!" } ] } ], "tool_calls": [ { "id": "call_KNd3VKLSY04N290EKPjwuQy2", "call_id": "call_KNd3VKLSY04N290EKPjwuQy2", "response_item_id": "fc_0afa395fe3027ac8016a033fa9f654819195711036c494a8fe", "type": "function", "function": { "name": "web_search", "arguments": "{\"query\":\"site:dgsiaf-repo.mecon.gob.ar credito-diario-2026.zip credito-mensual-2026.zip Presupuesto Abierto CSV\",\"limit\":5}" } }, { "id": "call_aTssz0jeCdKiLbxec0MfBO7B", "call_id": "call_aTssz0jeCdKiLbxec0MfBO7B", "response_item_id": "fc_0afa395fe3027ac8016a033fa9f6648191b3f93383fa365c14", "type": "function", "function": { "name": "web_search", "arguments": "{\"query\":\"X API pricing tiers Free Basic Pro 2026 post limits write tweets official\",\"limit\":5}" } }, { "id": "call_2CdmKPZBI9MLNecuyvLdq77U", "call_id": "call_2CdmKPZBI9MLNecuyvLdq77U", "response_item_id": "fc_0afa395fe3027ac8016a033fa9f66c81918ca2bdb055d8456d", "type": "function", "function": { "name": "web_search", "arguments": "{\"query\":\"X API v2 rate limits POST /2/tweets Free Basic official 2025 2026\",\"limit\":5}" } } ] }, { "role": "tool", "content": "{\n \"success\": true,\n \"data\": {\n \"web\": []\n }\n}", "tool_call_id": "call_KNd3VKLSY04N290EKPjwuQy2" }, { "role": "tool", "content": "{\n \"success\": true,\n \"data\": {\n \"web\": [\n {\n \"url\": \"https://developer.x.com/en/products/twitter-api\",\n \"title\": \"X API\",\n \"description\": \"### **Free****\\n******************\\nFor write-only use cases and testing the X API\\n* Rate limited access to v2 post posting and media upload endpoints\\n* 1,500 Posts per month - posting limit at the app level\\n* 1 app ID\\n* Login with X\\n* Free\\nGet started\\n[...]\\n### **Basic****\\n******************\\nFor hobbyists or prototypes\\n* Rate limited access to suite of v2 endpoints\\n* 3,000 Posts per month - posting limit at the user level\\n* 50,000 Posts per month - posting limit at the app level\\n* 10,000 Posts per month - read-limit rate cap\\n* 2 app IDs\\n* Login with X\\n* $100 per month\\nSubscribe now\\n[...]\\n### **Pro****\\n******************\\nFor startups scaling their business\\n* Rate-limited access to suite of v2 endpoints, including search and  filtered stream\\n* 1,000,000 Posts per month - GET at the app level\\n* 300,000 Posts per month - posting limit at the app level\\n* 3 app IDs\\n* Login with X\\n* $5,000 per month\",\n \"position\": 1\n },\n {\n \"url\": \"https://developer.x.com/en/support/x-api/v2\",\n \"title\": \"X API v2 support\",\n \"description\": \"Free access to the X API v2.  In order to\\n[...]\\n, you must have a developer account.\\n[...]\\nup for a developer\\n[...]\\nAll X API access requires a developers account, which can be created quickly by signing up.  Free access will be available immediately, and Basic and Pro access can be purchased via developer portal. Enteprise access can be requested\\n[...]\\n* Free: Free, instant access to the X API. Includes 500 Posts and 100 Reads per month and a single App environment. 1 App, 1 Project.\\n[...]\\n* Basic: $200 per month or $175 per month with annual subscription ($2,100 total), 2 Top-ups allowed and access up to 10K Posts /month, and 2 App environments.\\n[...]\\n* Pro: $5K per month or $4.500 per month with annual subscription ($54,000 total), 2 Top-ups allowed and access up to 1M Posts /month and 3 app environments.\\n[...]\\n* Enterprise: Starting at $42K per month. Includes 50+ million Posts  per month, 3+ apps. Requires an approved developer account application.\\n[...]\\nX API v2 endpoints each have their own technical rate limits listed on their respective API Reference, or in aggregate on theX API v2 rate limits review page. In general, the X API v2 rate limits are similar to the standard v1.1 rate limits. There is a monthly Post cap on the volume of Posts  that can be returned (consumed) with the X API v2. Apps that are in a Project with Enterprise access have different access on X API v2 endpoints. Rate limit elevations are dependent on your contract and package.\\n[...]\\n#### What is the monthly Post cap?\\n[...]\\nIn addition to the request frequency rate limits per endpoint, there are monthly Post consumption limits that are applied across v2 endpoints used by an App at the the Project configuration level. The monthly Post cap does not deduplicate Posts  returned multiple times within the time period. The usage month can be reviewed on thedashboard, and is determined by the date your developer account was approved at 00:00 UTC.\\n[...]\\nEndpoints that are included in the Post cap limit include:\\n[...]\\nA Project with Free access can consume up to  500 Posts and 100 Reads per month.\\n[...]\\nA Project with Basic access can consume up to 10,000 Posts  per month.\\n[...]\\nA Project with Pro access can consume 1,000,000 Posts  per month.\\nA Project with Enterprise access can consume 50,000,000 Posts  per month and higher.\\n[...]\\n#### Does the POST limit apply to X API v2?\\n[...]\\nDeveloper Apps are by default limited to the number of POST requests they can create across all authenticated users. The POST limit is measured at the App level across both v1.1 and v2. More information on the POST limit is described in theannouncement.\\n[...]\\nThe App level POST limits are:\\n[...]\\n* Posts  & Reposts (combined): 300 per 3 hours\\n* Likes: 1000 per 24 hours\\n* Follows: 1000 per 24 hours\\n* Direct Messages: 15,000 per 24 hours#### What is the monthly Post cap?\\n[...]\\nPost consumption by volume is set at the project level when using v2 endpoints that contribute to the consumption limit.  Posts received from the following endpoints count towards this monthly Post cap:\\n[...]\\n* Recent search:GET /2/tweets/search/recent\\n* Filtered stream:GET /2/tweets/search/stream\\n* User Post timeline:GET /2/users/:id/tweets\\n* User mention timeline:GET /2/users/:id/mentions\\n[...]\\n* Posts liked by user:GET /2/users/:id/liked\\\\_tweets#### Which endpoints are available in Free, Basic, and Pro tiers?\\n[...]\\nAll available endpoints can be found listedhere.\\n[...]\\nYes, all X Apps that have been configured with a Project can access v2 as well. Free, Basic, and Pro have limited access to v1.1. You can see accesshere. Enterprise customers have access to all v1.1 endpoints.\",\n \"position\": 2\n },\n {\n \"url\": \"https://docs.x.com/x-api/getting-started/pricing\",\n \"title\": \"Pricing\",\n \"description\": \"> Pay-per-usage pricing for the X API\\n[...]\\nThe X API uses pay-per-usage pricing. No subscriptions—pay only for what you use.\\n[...]\\n## Per-endpoint pricing\\n[...]\\nDifferent endpoints have different costs. View current rates in the Developer Console.\\n[...]\\n## No commitments\\n[...]\\nNo contracts, subscriptions, or minimum spend. Start and stop anytime.\\n[...]\\nIf you are on a legacy subscription package (Basic or Pro), you can opt in to Pay-per-use pricing directly from the Developer Console. If you'd like to switch back to your legacy plan at any time, you can do so from the settings page within the Developer Console.\\n[...]\\n### Spending limits\\n[...]\\nSet a maximum amount you can spend per billing cycle to control costs. When the limit is reached, API requests will be blocked until the next billing cycle.\\n[...]\\n## Monitoring usage\\n[...]\\nTrack your API usage programmatically with the Usage endpoint:\\n[...]\\nThis returns daily\\n[...]\\n## Enterprise pricing\\n[...]\\nFor high-volume access with dedicated support, custom rate limits, and additional features, contact our enterprise sales team.\\n[...]\\nPay-per-usage plans are subject to a monthly cap of 2 million Post reads. If you need higher volume, consider an Enterprise plan.\",\n \"position\": 3\n },\n {\n \"url\": \"https://developer.x.com/en/docs/twitter-api/rate-limits\",\n \"title\": \"X Developer Platform - X\",\n \"description\": \"## Pay-per-usage pricing: Now Available\\n[...]\\nPay only for what you use. Plus, earn free xAI API credits when you purchase X API credits!\\n[...]\\nBuild, analyze, and innovate with X's real-time global data. Access posts, users, trends, and more through modern APIs with flexible pay-per-usage pricing.\\n[...]\\nAccess posts, users, spaces, DMs, lists, trends, media, and more. Search, stream, and analyze X's public conversation.\\n[...]\\nThe X API uses pay-per-usage pricing. No monthly subscriptions — pay only for what you use.\\n[...]\\n## Pay-per-usage\\n[...]\\nFlexible, credit-based pricing. Scale up or down based on your needs with no commitments or minimum spend.\\n[...]\\nDedicated support, complete streams, and custom integrations for high-volume needs.\\n[...]\\nEarn free xAI API credits when you purchase X API credits—up to 20% back based on your spend. Learn more\",\n \"position\": 4\n }\n ]\n }\n}", "tool_call_id": "call_aTssz0jeCdKiLbxec0MfBO7B" }, { "role": "tool", "content": "{\n \"success\": true,\n \"data\": {\n \"web\": [\n {\n \"url\": \"https://developer.x.com/en/docs/x-api/rate-limits\",\n \"title\": \"Rate limits\",\n \"description\": \".The maximum\\n[...]\\nper 15 minutes allows up to\\n[...]\\nminute interval.Rate limits depend on the authentication method. For instance\\n[...]\\nOAuth 1.0a\\n[...]\\n, each set\\n[...]\\nhas its own rate limit per period. Alternatively, if\\n[...]\\n2.0 Bearer Token, your app will have its own separate limit per time period. When these limits are exceeded, an error is returned\\n[...]\\nX API v2 rate limits\\nThe following table lists the rate limits of each X API paid plan. These limits are also available in thedeveloper portal’s products section.|Endpoint|Pro Limit|Basic Limit|Free Limit|\\n**Tweets**|\\nDELETE /2/tweets/:id|50 requests / 15 mins\\n**PER USER**|5 requests / 15 mins\\n**PER USER**|17 requests / 24 hours\\n**PER USER**\\n17 requests / 24 hours\\n**PER APP**|\\nDELETE /2/users/:id/likes/:tweet\\\\_id|50 requests / 15 mins\\n**PER USER**|100 requests / 24 hours\\n**PER USER**|1 requests / 15 mins\\n**PER USER**|\\nDELETE /2/users/:id/retweets/:tweet\\\\_id|50 requests / 15 mins\\n**PER USER**|5 requests / 15 mins\\n**PER USER**|1 requests / 15 mins\\n**PER USER**|\\nGET /2/tweets|900 requests / 15 mins\\n**PER USER**\\n450 requests / 15 mins\\n**PER APP**|15 requests / 15 mins\\n**PER USER**\\n15 requests / 15 mins\\n**PER APP**|1 requests / 15 mins\\n**PER USER**\\n1 requests / 15 mins\\n**PER APP**|\\n[...]\\nGET /2/tweets/:id|900 requests / 15 mins\\n[...]\\n**PER USER**\\n[...]\\n450 requests /\\n[...]\\nAPP**|\\n[...]\\n5 requests /\\n[...]\\nrequests / 1\\n[...]\\n**PER USER**|\\nPOST /2/tweets|100 requests / 15 mins\\n**PER USER**\\n10000 requests / 24 hours\\n**PER APP**|100 requests / 24 hours\\n**PER USER**\\n1667 requests / 24 hours\\n**PER APP**|17 requests / 24 hours\\n**PER USER**\\n17 requests / 24 hours\\n[...]\\n**PER APP**|\\n[...]\\nPOST /2/tweets/search/stream/rules|\\n[...]\\n00 requests /\\n[...]\\nRate limits and authentication method\\n[...]\\nRate limits are set at both the developer App and user access token levels:\\n[...]\\n* **OAuth 2.0 Bearer Token: App rate limit**This method allows you to make a certain number of requests on behalf of your developer App. When using this authentication method, limits are determined by the requests made with a Bearer Token.\\n[...]\\nNote that beyond these limits on the number of requests, the Standard Basic level of access provides up to 500,000 Posts per month from the recent search and filtered stream endpoints. If you have exceeded the monthly limit on the number of Posts, then it makes more sense for your app to raise a notification and know its enrollment day of the month and hold off requests until that day.### ​\",\n \"position\": 1\n },\n {\n \"url\": \"https://developer.x.com/en/docs/twitter-api/tweets/manage-tweets/api-reference/post-tweets\",\n \"title\": \"X Developer Platform - X\",\n \"description\": \"## API Reference\\n[...]\\nExplore endpoints for posts, users, spaces, DMs, lists, and more.\\n[...]\\n## X API\\n[...]\\nAccess posts, users, spaces, DMs, lists, trends, media, and more. Search, stream, and analyze X's public conversation.\\n[...]\\nThe X API uses pay-per-usage pricing. No monthly subscriptions — pay only for what you use.\\n[...]\\n## Pay-per-usage\\n[...]\\nFlexible, credit-based pricing. Scale up or down based on your needs with no commitments or minimum spend.\\n[...]\\nEarn free xAI API credits when you purchase X API credits—up to 20% back based on your spend. Learn more\",\n \"position\": 2\n },\n {\n \"url\": \"https://developer.x.com/en/support/x-api/v2\",\n \"title\": \"X API v2 support\",\n \"description\": \"within the developer portal\\n[...]\\nFree access to the X API v2.  In order to\\n[...]\\n, you must have a developer account.  Sign up for a developer account.\\n[...]\\nAll X API access requires a developers account, which can be created quickly by signing up.  Free access will be available immediately, and Basic and Pro access can be purchased via developer portal. Enteprise access can be requested\\n[...]\\n* Free: Free, instant access to the X API. Includes 500 Posts and 100 Reads per month and a single App environment. 1 App, 1 Project.\\n[...]\\n* Basic: $200 per month or $175 per month with annual subscription ($2,100 total), 2 Top-ups allowed and access up to 10K Posts /month, and 2 App environments.\\n[...]\\n#### What are the v2 rate limits?\\n[...]\\nX API v2 endpoints each have their own technical rate limits listed on their respective API Reference, or in aggregate on theX API v2 rate limits review page. In general, the X API v2 rate limits are similar to the standard v1.1 rate limits. There is a monthly Post cap on the volume of Posts  that can be returned (consumed) with the X API v2. Apps that are in a Project with Enterprise access have different access on X API v2 endpoints. Rate limit elevations are dependent on your contract and package.\\n[...]\\n#### What is the monthly Post cap?\\n[...]\\nIn addition to the request frequency rate limits per endpoint, there are monthly Post consumption limits that are applied across v2 endpoints used by an App at the the Project configuration level. The monthly Post cap does not deduplicate Posts  returned multiple times within the time period. The usage month can be reviewed on thedashboard, and is determined by the date your developer account was approved at 00:00 UTC.\\n[...]\\nEndpoints that are included in the Post cap limit include:\\n[...]\\nA Project with Free access can consume up to  500 Posts and 100 Reads per month.\\n[...]\\nA Project with Basic access can consume up to 10,000 Posts  per month.\\n[...]\\nA Project with Pro access can consume 1,000,000 Posts  per month.\\n[...]\\nA Project with Enterprise access can consume 50,000,000 Posts  per month and higher.\\n[...]\\n#### Does the POST limit apply to X API v2?\\n[...]\\nDeveloper Apps are by default limited to the number of POST requests they can create across all authenticated users. The POST limit is measured at the App level across both v1.1 and v2. More information on the POST limit is described in theannouncement.\\n[...]\\nThe App level POST limits are:\\n[...]\\n* Posts  & Reposts (combined): 300 per 3 hours\\n* Likes: 1000 per 24 hours\\n* Follows: 1000 per 24 hours\\n* Direct Messages: 15,000 per 24 hours#### What is the monthly Post cap?\\n[...]\\nPost consumption by volume is set at the project level when using v2 endpoints that contribute to the consumption limit.  Posts received from the following endpoints count towards this monthly Post cap:\\n[...]\\n* Recent search:GET /2/tweets/search/recent\\n* Filtered stream:GET /2/tweets/search/stream\\n* User Post timeline:GET /2/users/:id/tweets\\n* User mention timeline:GET /2/users/:id/mentions\\n[...]\\n* Posts liked by user:GET /2/users/:id/liked\\\\_tweets#### Which endpoints are available in Free, Basic, and Pro tiers?\\n[...]\\nAll available endpoints can be found listedhere.\\n[...]\\nYes, all X Apps that have been configured with a Project can access v2 as well. Free, Basic, and Pro have limited access to v1.1. You can see accesshere. Enterprise customers have access to all v1.1 endpoints.\",\n \"position\": 3\n },\n {\n \"url\": \"https://devcommunity.x.com/t/x-api-v2-post-tweet-rate-limit/241553\",\n \"title\": \"X API v2 post tweet rate limit - X API v2 - X Developers\",\n \"description\": \"X API v2 post tweet rate limit - X API v2 - X Developers\\n* \\n* Developers\\n* Documentation\\n* Forums\\n* Events\\n* Blog\\n* Forums\",\n \"position\": 4\n },\n {\n \"url\": \"https://docs.x.com/x-api/fundamentals/rate-limits\",\n \"title\": \"X API Rate Limits - X Developer Platform\",\n \"description\": \"# X API Rate Limits\\n[...]\\n> Per-endpoint rate limits for X API v2\\n[...]\\nRate limits control the number of requests you can make to each endpoint. Exceeding limits results in a 429 error until the window resets.\\n[...]\\n| Concept | Description |\\n| --- | --- |\\n| Time window | Usually 15 minutes or 24 hours |\\n| Per-user limits | Apply with OAuth 1.0a or OAuth 2.0 user tokens |\\n| Per-app limits | Apply with Bearer Token (app-only) |\\n| Per-endpoint | Each endpoint has its own limits |\\n[...]\\n## Rate limit tables\\n[...]\\n### Posts (25 endpoints)\\n[...]\\n#### Tweets lookup\\n[...]\\n| Method | Endpoint | Per App | Per User |\\n| --- | --- | --- | --- |\\n| GET | `/2/tweets` | 3,500/15min | 5,000/15min |\\n| GET | `/2/tweets/:id` | 450/15min | 900/15min |\\n[...]\\n#### Manage posts\\n[...]\\n| Method | Endpoint | Per App | Per User |\\n| --- | --- | --- | --- |\\n| POST | `/2/tweets` | 10,000/24hrs | 100/15min |\\n| DELETE | `/2/tweets/:id` | — | 50/15min |\",\n \"position\": 5\n }\n ]\n }\n}", "tool_call_id": "call_2CdmKPZBI9MLNecuyvLdq77U" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqAz-xn2xzeJOgF4xWRKHTVDSQ4bXLfg79F7s6npl3NKUo5tCcIP4LGzSo-nTaVuodg0nuqoYWQs0lhat7Qlk0jNs_Ui83hrYwUmYjtJ633GEqMliS9HbF87aueRrNd89xln_J4Ol00ofErZy3uqO5olkFga3XeOclKA9AU87aWRctr0smH9tpvC06Zl9QucDcXrAp4ixL1BZWelt3ksEGgIxT6j_zMmd9ypwXI6QaU8e45eA69_viSj13cLwivD5TPFKPMq2F3eWOV8Jt2h1Guf__0QAfs81xiB0gvnSiEOeoP42LS32HGzhHqP3Z-AVD4TkJ9Vl-m1YbhlvkMdOpI64HBBXwocei3lxth62Mll0h8jlH5g2r6z_At34dkHSr2qZT4j7fOTB64Z0eL-btwGWjs4imh4s7tNPhNDbyOhngDEJPJ465Eg9FVUQgV0_c-ucuGMaew8j8R6BAXASzrdRMgFv6G2DT47xPmZiCg1uIuNmoYl_a1udZARm8IidLrqStp_R5UooEdzjJFqwU90MPtqmVfCal535_w3TrGJ66EZocxaC7NkNAd02pfqBzJeHpCQl1cAUmr0ghCnD4wnLbBnwCtfBZy_TuVcW0k6pU1KWzI0Zd_gRjHoh1Hxq_34HSNHC_ShkzVdCqqaVYNSjqNjL5mGdtSROZwrvTvJhNxEkVcW_mnUCVTW5xQPqhZIpAdBpu23B-vWJ4-9LFoZsXLVZVBDMQxpX1a2LaH7P25I_-JRCridPMBUS2PQ4009U66ndlkN5fYXtvy7eq2nrE6r68GvMbas4RU2Q8bP1ALjNPL0SuWztMyJM6dzP1tzvZpKPstg2UIRMoCzQQhE6FJM1svNh4usHZuy62gxKIEcuHLIo9nER1gjnnYoXuTC3tD36nttN2wyq6XLoSmqBTJcXqjyd4q3Sb58ACQQm-CLrQwLego3RpwAK6stZjSVrmIQETp-BJzmF6mQIBP5-pPTiPsxn2LuO0ghDj2o4g9hpdEcmud6Oq-PDajO2UyxqZq3yvQUpdAeHORu3pcJveg6lcgpDJHZA6g4TkKPU99PDZN3fF3Rpkr-dD3MmP3ClfZ7pn7BxCE9N_7d_HGyCKpFHaZLif3LhMWG2dSJjrNbEt3I9DNT2G1DERKtXsfw-zcn6G_VUMuT_guvCNzPfVuK5S_MkwNs9vag6ekxuvREJ_ZXxhqE1w6NVGHFWBmk7J1zRnmK_-lxNeZ5pc2rw8_Zdup0MR0hev3flsqqDwqa4BzhzDQtZqoqEGiRSbB9_9dxpjsRLUj-SWA_2rE4SF71gkKAhq4Lq7-PSQR9QtR7JsEPxOeS-l9zrscwixjNpbrBF238aEUam90hbMZ7DJqn7c6BPcdWJdUdY2vf9qhoHh3Bruni4lbhlToBWpgAiUbfSsAq2XSxHTqA3Et1BG9A==", "id": "rs_09bcefc855706fb2016a033fad97ec81918714087d2e993dbd", "summary": [] } ], "tool_calls": [ { "id": "call_wtFpmzgxdqKblguDtfDUuXXF", "call_id": "call_wtFpmzgxdqKblguDtfDUuXXF", "response_item_id": "fc_09bcefc855706fb2016a033fb1d8248191a000265fd5ecf7ea", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests, zipfile, io, csv\\nurls=['https://dgsiaf-repo.mecon.gob.ar/credito-diario-2026.zip','https://dgsiaf-repo.mecon.gob.ar/credito-mensual-2026.zip']\\nfor url in urls:\\n print('\\\\nURL',url)\\n r=requests.get(url,timeout=30)\\n print('status',r.status_code,'ctype',r.headers.get('content-type'),'bytes',len(r.content),'lastmod',r.headers.get('last-modified'))\\n z=zipfile.ZipFile(io.BytesIO(r.content))\\n print('members',z.namelist()[:5])\\n name=z.namelist()[0]\\n with z.open(name) as f:\\n text=io.TextIOWrapper(f, encoding='utf-8-sig', newline='')\\n sample=text.read(200000)\\n print('first chars',repr(sample[:200]))\\n # sniff delimiter, parse header & first rows\\n text2=io.StringIO(sample)\\n dialect=csv.Sniffer().sniff(sample[:4096], delimiters=',;|\\\\t')\\n reader=csv.reader(text2,dialect)\\n header=next(reader)\\n print('delimiter',repr(dialect.delimiter),'ncols',len(header))\\n print('header',header)\\n for i,row in zip(range(3),reader):\\n print('row',i,row[:min(10,len(row))], '... len',len(row))\\nPY\", \"workdir\":\"/home/ubuntu/.hermes\", \"timeout\":120}" } } ] }, { "role": "tool", "content": "{\"output\": \"\", \"exit_code\": -1, \"error\": \"Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal calls.\", \"status\": \"error\"}", "tool_call_id": "call_wtFpmzgxdqKblguDtfDUuXXF" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": 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"id": "rs_0bedfa76fe0f6534016a033fc0d6588191a654b0bb68f37b13", "summary": [] } ], "tool_calls": [ { "id": "call_UUb6FX0XXgGJXE3VCLWQYk6c", "call_id": "call_UUb6FX0XXgGJXE3VCLWQYk6c", "response_item_id": "fc_0bedfa76fe0f6534016a033fcc20888191894dda2d2954d78f", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 -c \\\"print('hi')\\\"\",\"timeout\":30,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"hi\", \"exit_code\": 0, \"error\": null, \"approval\": \"Command required approval (script execution via -e/-c flag) and was approved by the user.\"}", "tool_call_id": "call_UUb6FX0XXgGJXE3VCLWQYk6c" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqAz_7uq4hRvQd0cT03RgundzncAQUTpET-x6ItxFZz46o6XhMqrzMEcA7gpj8az-499MSSba9PvuRUM7FcLUDuBPNGJwcGrEEQgAmEjQ2Nl_zVqe3hNLFRXUMb-YsbqdHUzVFOtsR48Y1kYYYdtjMJk51tsFslRQVPD_lgFYRsPJflkYNfZdezk5Qu6MVRWDipw0ixYn-sXZ409J_qeeGiNYbp2acXRVPvKVfO7QBEQ3HPHmy1J_YY8STDo3H6NXljAz9AaiuGnD8SRJoeZi2NeowwrQMiNQxCVxF4WWBDtgVugmoY2QDcxgN-EUTPz1HmLTfUDrWMDDdLzKIA-RcHa9wq9BFeNO0Q60u2CcGOs-JMKOmbbvShsRf95egQ4HnBDiXCvYBjcCDM0NMix7sPrpx21TDCCZhsiYsgSDu-Bd9vJE7PP93-zv3gqk0QSBuzY8G-vvN-hcyUR8J8C6VHdC_Zk3TzMx2xKyL-fMnOTqSXGq-0cRmZC1whPFP7XJgz-7pr0zSZCxmUAfzACTLt5vwp7Hp2N1Xp6OsJEmg3XjQs-Ff_5tL_yvKReFrt8RTqiQmLbDixyrbRIV07ehPvDnIGrUPXEN59EDd3Yle-xxlfvjVrBmPNT5PbFuq3sSfydsZj9pnHw0nkxfG5TYhMXoDN2HfliIJ2MBNsK_7OMXx4vvMO1A0XKO-3lDXrB93EmnhZPMriftbWLOt__KfdsybOnl69b1wI5-1xdp0SnFDHnKEISUSE2ERvWI6NtagFMc9Hc0mjoMjTdrzP7-fwhnZ-TpKXIXV6dxZwpKCc1izN2fiao3cXk5EnEYvSQui7fbx19cKZE1Nr_f4UsXiMNQ-wCHrxT4exNbicnCc2w3Arb4foIWVCL_oULsEC8abcuulwNrYjpdEPxXDXOZTkfC14SgunLyhTYcEMzuUl3BYR26vf5J_oHoPd8l1ap0zXPYWIiPX0bxvr6fmyOtQWivwBlLs-Z4wteto34A271v_YVPS-6ySSbHhu4Wp_JhNp8_wnBVP_rRa1k--4IKWcjJi6O6dKJVJp7k9AwoIW84L9ZXn5EIoAFf8t-W3ZNHlMFxoPnN5evC16pdqaJxKYExlQ6RWTGhXse0egxe1mzHKS679QwZcCd-6iloLdp2w43S7ZbgpxYQ2R2Dbpnf93XPYKPY4wuJ_SjFOpNmi0LibxkXWRef_tHrUWC_4IWdo0e9Fitkttm_dnz5PFxsCSqTMN-_JMqQp7E1jOOe9_SeKZkAB9JhLaNhG1xiq9ofo6Yey7i6hIhvxEkwqYyjsXY18aHZIMvI2vJrs_GP8sAjJDGZoOqHB6-TUqHgSx5cg-ih-od2Xi5jtQN8U3Vp4rlS3gw==", "id": "rs_011439477cae0d5b016a033ff6a69c81918f665cc37f259b07", "summary": [] } ], "tool_calls": [ { "id": "call_cuHZEp2pVhHtibk8fuPhgQQf", "call_id": "call_cuHZEp2pVhHtibk8fuPhgQQf", "response_item_id": "fc_011439477cae0d5b016a033ffba5048191982d30a1e7fa0ed7", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nprint('hello')\\nPY\",\"timeout\":30,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"hello\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_cuHZEp2pVhHtibk8fuPhgQQf" }, { "role": "assistant", "content": "", "reasoning": "**Troubleshooting command errors**\n\nI’m trying to pinpoint why the command is erroring. I initially thought maybe it had to do with `\\t`, but that doesn't seem to be the case. The error might be linked to backgrounding, so I'll check if the `&` in the URL is causing issues. It could also relate to how `type'),'bytes',` includes `bytes`, but that doesn't feel right either. So, I think a retry might be necessary here.", "finish_reason": "tool_calls", "reasoning_content": "**Troubleshooting command errors**\n\nI’m trying to pinpoint why the command is erroring. I initially thought maybe it had to do with `\\t`, but that doesn't seem to be the case. The error might be linked to backgrounding, so I'll check if the `&` in the URL is causing issues. It could also relate to how `type'),'bytes',` includes `bytes`, but that doesn't feel right either. So, I think a retry might be necessary here.", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0AC4ddWGMbN9vFQ40Y4AfLcFx_D5Vb322moLVcw4QbUcw1W_n95eL-7lSTP4E6akqWDQAltBDG7gp1JeI-Kyj5q41NrZxyXAaqmBD-TpwMwFv4ykc3cIhv0Wo_6yN74Ps_n53DPSiXmPRFkxW8gcBc5iBOmF6G4H0-ysWPYAGQ7sctfNG4cjvPcTuZDewr2JKbydXBixGLf6Y1iWqowLJFprbTApR8s0_TejA8V-vzAymd8mSziioEHWXy9tyuB4S6Q7Ye-zmA_ZgUtXGK2d8x_lqFTLlSDV69YRqVXEA12WeYFeNsoALKlMRisXsZDFotxjbZrusnb3gWOYnMk2Q9aspuEmyrZlkUFqrJ8AFOh7s3T37WI7F0n1VflbA-j0pJQlH-xW99SK5rbEsvxVhnG91SmRehB1YDX5_rby5HW1CqBRkQQt_hlFW9Dj2I7olUghqcdu5T3Gn6m4J53ZLKStqKONvQIaJvVF1A9mVBmoYvin0O3A4Jerq-zmEeHE4WnjDKyYuquisMgV8nbZLzyDVEBsb1vsAdAvpKpd4_zbZkYmdTyHeR05P2LdG-v4OYQf0v3cDq0TnFNl7gDR_it2f5uiCYlckXUjbdaIsNdbZ6sdgsZgxIQJIYdBW0Mn3t63cy-wVYuQ_EBDSL9qxynO4yjlo8Y77yL0TaiZHDwVPXPRH3J1Syy0oGB5rerlWvi6OMgYWyRLgAddJDo8IcY10GvEgFgz4KBcWdZXVcL8YC1Xf9J-ava9_qA9FfYZS8395t6n7qp5vOaEnju8ED4dhJmWY_RRcrisVADGWXs-g7RQAxFX60KWmRzxHf09XcuzibL4knHTzg3ThrD6ehed9v6vuzbU6BTQKGEmLrxrinrc2sngBjMy9ct8efDX2yw5B4OpgYPQma4OggDWX57-mDhU3YTj2jfzG7xZGDGUSqnq0MT6JcanoMpNaD74B_aBOQsk_Fz20Af5ksy4uAay0uAWg8P4AcWDvLfWJypyp78CW5mR2BgCLhSlYKfde5cqYdzvJu3z5QOSArkX7gzkOhsLg7v0e8H7YWLj5kqtnIWjFoBQS-ivC-wzX2mVgBI777oxdXA4Ztw_W3eyeCf9UyYVUFl8b9PmtG1ZpxMhEw=", "id": "rs_03e7bd68c534f54b016a033ffdf1048191b3251389f684c3d1", "summary": [ { "type": "summary_text", "text": "**Troubleshooting command errors**\n\nI’m trying to pinpoint why the command is erroring. I initially thought maybe it had to do with `\\t`, but that doesn't seem to be the case. The error might be linked to backgrounding, so I'll check if the `&` in the URL is causing issues. It could also relate to how `type'),'bytes',` includes `bytes`, but that doesn't feel right either. So, I think a retry might be necessary here." } ] } ], "tool_calls": [ { "id": "call_nHe2KwV2cJzSYF7y4tV2WezM", "call_id": "call_nHe2KwV2cJzSYF7y4tV2WezM", "response_item_id": "fc_03e7bd68c534f54b016a03400280848191b076599ae5b257eb", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests, zipfile, io, csv\\nurls=['https://dgsiaf-repo.mecon.gob.ar/credito-diario-2026.zip','https://dgsiaf-repo.mecon.gob.ar/credito-mensual-2026.zip']\\nfor url in urls:\\n print('\\\\nURL',url)\\n r=requests.get(url,timeout=60)\\n print('status',r.status_code,'len',len(r.content),'lastmod',r.headers.get('last-modified'))\\n z=zipfile.ZipFile(io.BytesIO(r.content))\\n print('members',z.namelist()[:3])\\n name=z.namelist()[0]\\n with z.open(name) as f:\\n text=io.TextIOWrapper(f, encoding='utf-8-sig', newline='')\\n sample=text.read(100000)\\n print('first chars',repr(sample[:160]))\\n dialect=csv.Sniffer().sniff(sample[:4096], delimiters=',;|\\\\t')\\n reader=csv.reader(io.StringIO(sample),dialect)\\n header=next(reader)\\n print('delimiter',repr(dialect.delimiter),'ncols',len(header))\\n print('header',header)\\n for i,row in zip(range(2),reader):\\n print('row',i,row[:12], 'len',len(row))\\nPY\",\"timeout\":120,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"URL https://dgsiaf-repo.mecon.gob.ar/credito-diario-2026.zip\\nstatus 404 len 1469 lastmod None\\nTraceback (most recent call last):\\n File \\\"\\\", line 7, in \\n File \\\"/home/ubuntu/.local/share/uv/python/cpython-3.11.15-linux-aarch64-gnu/lib/python3.11/zipfile.py\\\", line 1329, in __init__\\n self._RealGetContents()\\n File \\\"/home/ubuntu/.local/share/uv/python/cpython-3.11.15-linux-aarch64-gnu/lib/python3.11/zipfile.py\\\", line 1396, in _RealGetContents\\n raise BadZipFile(\\\"File is not a zip file\\\")\\nzipfile.BadZipFile: File is not a zip file\", \"exit_code\": 1, \"error\": null}", "tool_call_id": "call_nHe2KwV2cJzSYF7y4tV2WezM" }, { "role": "assistant", "content": "", "reasoning": "**Searching for data access**\n\nI’m getting a 404 error for what seems to be for May 2026, but I’m not sure if it’s truly unavailable. The context suggests I've found it already, so I’ll check if the URL path includes \"/datosabiertos.” I might need to find an index or something similar. I’m considering whether searching might help, but if not, I'll use a web search to try and find alternative sources. Let’s keep exploring!", "finish_reason": "tool_calls", "reasoning_content": "**Searching for data access**\n\nI’m getting a 404 error for what seems to be for May 2026, but I’m not sure if it’s truly unavailable. The context suggests I've found it already, so I’ll check if the URL path includes \"/datosabiertos.” I might need to find an index or something similar. I’m considering whether searching might help, but if not, I'll use a web search to try and find alternative sources. Let’s keep exploring!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0AVP2OtGjYGiPagA9614JhbKn28epTNKHn5vNwjfzkAg3hOaU00rV95s_rgXW3zOyhvMnFfb84us6-28cLgxaSyFsw74_EWssY8vTcDEuh0Fv6PV8oMPUAUZsUQtbl16LKTfWLpTRRJ7qDBBtFFE1Om-piP1yt5Z4j2dFmQkhe0quGkpiPUJ13W3NhtRqrbUzop_3xSdm2Y_odELGjhLhBrX_mkRw9-XWf6NqcFk1lnQeVWeyOZuvBebP-LzpqDrxnjZdooscBBQkzhffn3DiBsVDkauXdZ8Tsdj4Fm0apbGlpF1Nv2J1fH1wByMVjJ-34sWluH9JgHY9CXLo3g0BwMUsTGWubrhTtNi0LkT46m2ak3_VrOSRWRY4V-FKl959jyu9j2IlizMCWJI4gqMFwPgNbzaUjt70LeeMTYUDI3Np9VCL9MS_VwBkNy-rgQdorzJx2A6rm1eWTh9ZZGmTL-MS7Qm2WQhcsq7cszn1cHsarTyS1iOVOxE3lX5MbksKtTRT9IViUjdvS2Yg3rmIH8uv1XYHO2vmGNkjtRmjLo-dz1Ua3VmrNBLYiSTdh5JIdUKE4pasnxfAm7p7yRKJrYQddX7hzTNQzZyJjJEc3bNJo10LT-m6GoemSpNej7PFJbKVpYd_DrOKAZs80seVCGB19jXc3sp8bdl3pKbKSVndToCLZQLJpVUg4D_D4nZwAXmlgfdHHQt60zTt6rMHp5r4qOiTvpLqqRy9W24RjrjsJ8H8QLWt1N5Ctn1SU3EmU9pkBSoASm0-TbwLEbXfN4cFlPlqXykeiZVrL_H2C-SgbHx-UECCreHpK47wiCNv83lbOitcc5UunX7Sbsut0yeAimKa_C9CwgMiu3N1RaUsvSTvv4XvmPlfJlxBCAKuMFT4x-bIZLFNrfdMCHdMn7ZIU_Gtlkp03q_P-b5S7UFAtCZt9pbmxqzSOlTooLGTX-aHAjxzywbTgvFL7ddTXNfco_EBp0H7cvMkdMI_gH2tc0Y8QUWl7k1vkjr-t6_yJ9JKWHS-u9Xy2pIR5jjc3-IEBd4ayTxtER0RmJRsoNebkVvMZvaaJFIs72ReslDB_gD9NOy1UGOBI6NujTwVGYCpuAbUtWN3wy78lm71pTSltdEzv5QeOEF9fZzRl_6XScZN3edhRF9Jo9P3rNI2wS8w==", "id": "rs_070ba52713ae1e11016a03401241f0819180c9450bf576e5dd", "summary": [ { "type": "summary_text", "text": "**Searching for data access**\n\nI’m getting a 404 error for what seems to be for May 2026, but I’m not sure if it’s truly unavailable. The context suggests I've found it already, so I’ll check if the URL path includes \"/datosabiertos.” I might need to find an index or something similar. I’m considering whether searching might help, but if not, I'll use a web search to try and find alternative sources. Let’s keep exploring!" } ] } ], "tool_calls": [ { "id": "call_ytdj4y5DQm47k11Dq9pDUvo3", "call_id": "call_ytdj4y5DQm47k11Dq9pDUvo3", "response_item_id": "fc_070ba52713ae1e11016a03401802488191a81399cf29dac4c4", "type": "function", "function": { "name": "web_search", "arguments": "{\"limit\":10,\"query\":\"\\\"credito-diario-2026.zip\\\"\"}" } }, { "id": "call_A234pV3asq1uaVelBnbpYrdw", "call_id": "call_A234pV3asq1uaVelBnbpYrdw", "response_item_id": "fc_070ba52713ae1e11016a034018025881918ecedea2da2f7f6e", "type": "function", "function": { "name": "web_search", "arguments": "{\"limit\":10,\"query\":\"\\\"credito-mensual-2026.zip\\\"\"}" } }, { "id": "call_gYSLjpKI1sqePGNHfzjOIT0K", "call_id": "call_gYSLjpKI1sqePGNHfzjOIT0K", "response_item_id": "fc_070ba52713ae1e11016a034018025c8191b3d58abb85d82a11", "type": "function", "function": { "name": "web_search", "arguments": "{\"limit\":10,\"query\":\"\\\"credito-diario\\\" \\\"dgsiaf-repo\\\"\"}" } } ] }, { "role": "tool", "content": "{\n \"success\": true,\n \"data\": {\n \"web\": [\n {\n \"url\": \"https://it.ebrdbusinesslens.com/70-info-8411679-journal-entry-business-loanl-83938\",\n \"title\": \"Qual è la voce del diario per quando un business fa un prestito? - Credito 2026\",\n \"description\": \"Qual è la voce del diario per quando un business fa un prestito? - Credito 2026\\n[...]\\nQuando l'azienda fornisce il denaro al mutuatario, deve registrare la transazione nei suoi registri finanziari. Usa diversi conti finanziari per registrare il prestito, inclusi contanti, crediti da ricevere e interessi. Tutte le transazioni registrate nei registri finanziari utilizzano un sistema di debiti e crediti, con ciascun conto che mantiene un debito normale o un normale saldo di credito. Il conto di cassa e il conto di crediti a credito rappresentano attività per l'azienda e presentano saldi debitori normali. I ricavi da interessi rappresentano un conto entrate per il business e hanno un normale saldo attivo.\\n[...]\\n## Voce iniziale originale\\n[...]\\nLa prima voce del journal nei registri finanziari riconosce il prestito fatto dall'azienda. L'impatto su ciascun account è registrato utilizzando un debito o un credito. Debiti e crediti devono eguagliare ogni voce del diario. La registrazione a giornale per registrare il prestito originario include un debito a credito per l'importo del prestito e un credito in contanti per l'importo fornito al mutuatario. Queste due quantità devono essere le stesse.\\n[...]\\n## Entrata a giornale delle entrate di pagamento\\n[...]\\nPoiché il mutuatario effettua ogni pagamento, l'azienda deve registrare la ricevuta di ogni pagamento. Ogni pagamento richiede una registrazione a giornale nei record contabili. L'azienda registra un addebito sul conto in contanti per l'importo ricevuto. L'azienda registra inoltre un credito sul conto crediti per la parte del pagamento applicata al capitale del prestito e un credito sul reddito da interessi per la parte del pagamento guadagnato per la realizzazione del prestito.\",\n \"position\": 1\n },\n {\n \"url\": \"https://www.eplanilhas.com.br/planilha-de-credito-e-compensacao/\",\n \"title\": \"Planilha de crédito e compensação 2026 Baixe Agora\",\n \"description\": \"Planilha de crédito e compensação 2026 Baixe Agora\\n[...]\\n### Planilha de crédito e compensação versão 2026\\n[...]\\n## A Planilha de Crédito e Compensação é uma ferramenta essencial para quem busca organizar e controlar suas finanças de forma eficiente. Com um layout intuitivo e de fácil preenchimento, essa planilha permite registrar todas as informações relacionadas a créditos e compensações de forma clara e organizada.Totalmente atualizada e editável, a Planilha de Crédito e Compensação está disponível para download imediato, proporcionando praticidade e agilidade para o usuário. Além disso, ela faz parte do pacote ePlanilhas, que conta com milhares de planilhas prontas como essa, todas desenvolvidas para facilitar o dia a dia de quem trabalha com Excel.No pacote ePlanilhas, você também encontrará outras planilhas semelhantes e complementares, como Controle de Despesas Mensais, Planejamento Financeiro Pessoal e Controle de Orçamento Familiar. Todas essas planilhas são editáveis, atualizadas e compatíveis com os principais softwares de planilhas do mercado.Invista na sua organização financeira e simplifique sua vida com o pacote ePlanilhas. Tenha acesso a milhares de planilhas de qualidade, desenvolvidas por especialistas, e potencialize a gestão dos seus dados de forma eficaz e profissional. Adquira já o pacote ePlanilhas e otimize seu tempo!\\n[...]\\n### Planilha de crédito e compensação\\n[...]\\n### Planilha de crédito e compensação versão 2026\\n[...]\\n## A Planilha de Crédito e Compensação é uma ferramenta essencial para quem busca organizar e controlar suas finanças de forma eficiente. Com um layout intuitivo e de fácil preenchimento, essa planilha permite registrar todas as informações relacionadas a créditos e compensações de forma clara e organizada.Totalmente atualizada e editável, a Planilha de Crédito e Compensação está disponível para download imediato, proporcionando praticidade e agilidade para o usuário. Além disso, ela faz parte do pacote ePlanilhas, que conta com milhares de planilhas prontas como essa, todas desenvolvidas para facilitar o dia a dia de quem trabalha com Excel.No pacote ePlanilhas, você também encontrará outras planilhas semelhantes e complementares, como Controle de Despesas Mensais, Planejamento Financeiro Pessoal e Controle de Orçamento Familiar. Todas essas planilhas são editáveis, atualizadas e compatíveis com os principais softwares de planilhas do mercado.Invista na sua organização financeira e simplifique sua vida com o pacote ePlanilhas. Tenha acesso a milhares de planilhas de qualidade, desenvolvidas por especialistas, e potencialize a gestão dos seus dados de forma eficaz e profissional. Adquira já o pacote ePlanilhas e otimize seu tempo!\\n[...]\\ncréditos por plano interno\\n[...]\\n- Planilha de controle de crédito associ\\n[...]\\n### Baixe todos os modelos em uma pasta .zip e use onde precisar.\\n[...]\\n### Atualizado em 2026\\n[...]\\nEstamos sempre atualizando e incluindo novas planilhas ao pacote Sendo a última atualização em de .\\n[...]\\n## Baixe Agora o Pacote Completo\\n[...]\\nDesbloqueie agora o seu acesso e baixe todo\\n[...]\\nPara adquirir Clique Aqui\\n[...]\\nveja a oferta\\n[...]\\nTrata-se\\n[...]\\nseu pagamento.\\n[...]\\nsuporte e atualizações\\n[...]\\nPara comprar é muito simples, rápido e seguro.Siga os seguintes passos:1- Acesse: https://www.eplanilhas.com.br/checkout 2- Preencha os dados que são solicitados para o seu cadastro.3- Efetue o pagamento do modo desejado.4- Logo após a confirmação de pagamento, o produto adquirido estará disponível para download em: https://www.eplanilhas.com.br/downloads\\n[...]\\nLogo após a confirmação de pagamento o link de download será liberado.em: https://www.eplanilhas.com.br/downloads. Todos os arquivos estarão separados por categorias e você poderá efetuar o download quantas vezes precisar.\",\n \"position\": 2\n },\n {\n \"url\": \"http://ita.sperohope.com/asientos-de-diario-para-qu-sirven\",\n \"title\": \"VOCI DI DIARIO: A COSA SERVONO, ELEMENTI ED ESEMPI - DUDAS - 2026\",\n \"description\": \"VOCI DI DIARIO: A COSA SERVONO, ELEMENTI ED ESEMPI - DUDAS - 2026\\n[...]\\nCasa Dudas VOCI DI DIARIO: A COSA SERVONO, ELEMENTI ED ESEMPI - DUDAS - 2026\\n[...]\\n# VOCI DI DIARIO: A COSA SERVONO, ELEMENTI ED ESEMPI - DUDAS - 2026\\n[...]\\n2026\\n[...]\\n2026\\n[...]\\n- A cosa servono?\\n- Sistemi contabili informatizzati\\n- Elementi\\n- Come scrivere una voce di diario\\n- Esempi\\n- Sedile di regolazione\\n- Sedile in composito\\n- Sedile rovesciato\\n- Riferimenti\\n[...]\\nNei sistemi di contabilità manuale o automatizzata, le transazioni commerciali vengono prima registrate in un giornale. Ecco da dove viene il termine voci di diario.\\n[...]\\nSono una parte importante della contabilità. Possono essere costituiti\\n[...]\\npiù record, ciascuno dei quali sarà un debito o un credito. Il totale degli addebiti deve essere uguale al totale degli accred\\n[...]\\nla registrazione a giornale sarà\\n[...]\\nita \\\"s\\n[...]\\nanciata\\\".\\n[...]\\n## A cosa servono?\\n[...]\\n## Elementi\\n[...]\\nUna registrazione a giornale manuale registrata nel giornale di registrazione generale di una società sarà costituita dalle seguenti voci:\\n[...]\\n## Come scrivere una voce di diario\\n[...]\\nLa struttura dettagliata per la scrittura di una registrazione prima nota in contabilità è indicata come segue:\\n[...]\\n- Una riga di intestazione, che può includere un numero di registrazione a giornale e una data di registrazione a giornale.\\n\\n- La prima colonna contiene il numero di conto e il nome del conto in cui è registrata la voce. Questo campo avrà un rientro se è per l'account che viene accreditato.\\n\\n- La seconda colonna contiene l'importo dell'addebito da inserire.\\n\\n- La terza colonna contiene l'importo del credito da inserire.\\n\\n- Una riga a piè di pagina può contenere anche una breve descrizione del motivo dell'iscrizione.\\n[...]\\nLe regole strutturali di una registrazione prima nota sono che devono essere presenti almeno due articoli su due righe diverse nella registrazione prima nota e che l'importo totale immesso nella colonna addebito deve essere uguale all'importo totale immesso nella colonna credito. .\\n[...]\\n## Esempi\\n[...]\\n## Sedile di regolazione\\n[...]\\nAlla fine del mese viene utilizzata una registrazione prima nota di rettifica per poter modificare il bilancio e quindi conformarsi al quadro contabile pertinente, come i Principi contabili generalmente accettati o gli International Financial Reporting Standard.\\n[...]\\n## Sedile in composito\\n[...]\\nUna registrazione a giornale composta è quella che include più di due righe di voci. Viene spesso utilizzato per registrare transazioni complesse o più transazioni contemporaneamente.\\n[...]\\n## Sedile rovesciato\",\n \"position\": 3\n },\n {\n \"url\": \"https://dados.cvm.gov.br/dataset/fi-doc-inf_diario/resource/da9d5189-4fac-4231-81c9-75673d267ded\",\n \"title\": \"Fundos de Investimento: Documentos: Informe Diário - Informes Diários de Fundos de Investimento (Fevereiro/2026) - Portal Dados Abertos CVM\",\n \"description\": \"Fundos de Investimento: Documentos: Informe Diário - Informes Diários de Fundos de Investimento (Fevereiro/2026) - Portal Dados Abertos CVM\\n[...]\\n| Campo | Valor |\\n| --- | --- |\\n| Dados atualizados pela última vez | 2 de maio de 2026 |\\n| Metadados atualizados pela última vez | 2 de maio de 2026 |\\n| Criado | 3 de fevereiro de 2026 |\\n| Formato | ZIP |\\n| Licença | Licença Aberta para Bases de Dados (ODbL) do Open Data Commons |\\n| Has views | False |\\n| Id | da9d5189-4fac-4231-81c9-75673d267ded |\\n| Mimetype | application/zip |\\n| Package id | c54097de-1659-42d4-b550-1842b33091c8 |\\n| Position | 11 |\\n| State | active |\",\n \"position\": 4\n },\n {\n \"url\": \"https://dados.cvm.gov.br/dataset/fi-doc-inf_diario/resource/470a8b62-5786-40ac-8a07-b0be28a23858\",\n \"title\": \"Fundos de Investimento: Documentos: Informe Diário - Informes Diários de Fundos de Investimento (Abril/2026) - Portal Dados Abertos CVM\",\n \"description\": \"Fundos de Investimento: Documentos: Informe Diário - Informes Diários de Fundos de Investimento (Abril/2026) - Portal Dados Abertos CVM\\n[...]\\n| Campo | Valor |\\n| --- | --- |\\n| Dados atualizados pela última vez | 24 de abril de 2026 |\\n| Metadados atualizados pela última vez | 24 de abril de 2026 |\\n| Criado | 2 de abril de 2026 |\\n| Formato | ZIP |\\n| Licença | Licença Aberta para Bases de Dados (ODbL) do Open Data Commons |\\n| Has views | False |\\n| Id | 470a8b62-5786-40ac-8a07-b0be28a23858 |\\n| Mimetype | application/zip |\\n| Package id | c54097de-1659-42d4-b550-1842b33091c8 |\\n| Position | 13 |\\n| State | active |\",\n \"position\": 5\n },\n {\n \"url\": \"https://www.eplanilhas.com.br/planilha-de-controle-de-creditos-e-custos-diferidos/\",\n \"title\": \"Planilha de controle de créditos e custos diferidos 2026 Baixe Agora\",\n \"description\": \"Planilha de controle de créditos e custos diferidos 2026 Baixe Agora\\n[...]\\n### Planilha de controle de créditos e custos diferidos versão 2026\\n[...]\\n## A Planilha de Controle de Créditos e Custos Diferidos é a solução perfeita para gerenciar de forma eficiente todos os créditos e custos adiados da sua empresa. Com um layout intuitivo e de fácil preenchimento, esta planilha permite acompanhar de perto todas as transações financeiras, garantindo maior organização e controle.Atualizada e editável, a Planilha de Controle de Créditos e Custos Diferidos está disponível para download imediato, fazendo com que você possa começar a usá-la rapidamente. Além disso, ela faz parte do pacote ePlanilhas, que conta com milhares de planilhas prontas para atender às mais diversas necessidades empresariais.No pacote ePlanilhas, você também encontrará outras planilhas semelhantes e complementares, como a Planilha de Fluxo de Caixa, Planilha de Controle de Estoque e Planilha de Orçamento Empresarial. Todas as planilhas são atualizadas, editáveis e compatíveis com os principais softwares de planilhas do mercado.Não perca mais tempo se preocupando com o controle de créditos e custos diferidos da sua empresa. Adquira agora o pacote ePlanilhas e tenha em mãos todas as ferramentas necessárias para uma gestão financeira eficaz e descomplicada.\\n[...]\\n### Planilha de controle de créditos e custos diferidos versão 2026\\n[...]\\n## A Planilha de Controle de Créditos e Custos Diferidos é a solução perfeita para gerenciar de forma eficiente todos os créditos e custos adiados da sua empresa. Com um layout intuitivo e de fácil preenchimento, esta planilha permite acompanhar de perto todas as transações financeiras, garantindo maior organização e controle.Atualizada e editável, a Planilha de Controle de Créditos e Custos Diferidos está disponível para download imediato, fazendo com que você possa começar a usá-la rapidamente. Além disso, ela faz parte do pacote ePlanilhas, que conta com milhares de planilhas prontas para atender às mais diversas necessidades empresariais.No pacote ePlanilhas, você também encontrará outras planilhas semelhantes e complementares, como a Planilha de Fluxo de Caixa, Planilha de Controle de Estoque e Planilha de Orçamento Empresarial. Todas as planilhas são atualizadas, editáveis e compatíveis com os principais softwares de planilhas do mercado.Não perca mais tempo se preocupando com o controle de créditos e custos diferidos da sua empresa. Adquira agora o pacote ePlanilhas e tenha em mãos todas as ferramentas necessárias para uma gestão financeira eficaz e descomplicada.\\n[...]\\n- Planilha de diferidos\\n[...]\\n- Planilha de controle de crédito e custos diferidos\\n[...]\\n- Planilha de controle de créditos de pis e cofins\\n[...]\\n- Planilha de créditos tributários\\n[...]\\n- Planilha de controle de fluxo de caixa anual\\n[...]\\n- Planilha de controle de perda de peso\\n[...]\\n- Planilha de controle de faltas e atestados\\n[...]\\n- Planilha de apuração de créditos de inss sobre…\\n- Planilha de controle de pagamento de parcela habitacional\\n- Planilha de Controle de Vencimento de Contratos\\n- Planilha atualizada editável\\n[...]\\n### Baixe todos os modelos em uma pasta .zip e use onde precisar.\\n[...]\\n### Atualizado em 2026\\n[...]\\nEstamos sempre atualizando e incluindo novas planilhas ao pacote Sendo a última atualização em de .\\n[...]\\n## Baixe Agora o Pacote Completo\\n[...]\\nSiga os seguintes passos:1- Acesse: https://www.eplanilhas.com.br/checkout 2- Preencha os dados que são solicitados para o seu cadastro.3- Efetue o pagamento do modo desejado.4- Logo após a confirmação de pagamento, o produto adquirido estará disponível para download em: https://www.eplanilhas.com.br/downloads\\n[...]\\nção de pagamento o link de download\\n[...]\\n: https://www.eplanilhas.com.br/downloads. Todos os arquivos estarão separados por categorias e você poderá efetuar o download quantas vezes precisar.\",\n \"position\": 6\n },\n {\n \"url\": \"https://dadosabertos.bcb.gov.br/dataset/?res_format=CSV&sort=views_recent+desc\",\n \"title\": \"Conjunto de dados - Portal de Dados Abertos do Banco Central do Brasil\",\n \"description\": \"Conjunto de dados - Portal de Dados Abertos do Banco Central do Brasil\\n[...]\\nO Banco Central do Brasil (BCB) divulga mensalmente, por meio de arquivo CSV, dados agregados das operações de crédito informadas no Sistema de Informações de Créditos - SCR,...\\n[...]\\nA partir de 26 de março de 2025, para consultas que retornam informações nos formatos JSON e CSV de séries históricas diárias, o volume de dados retornados será limitado,...\\n[...]\\nA partir de 26 de março de 2025, para consultas que retornam informações nos formatos JSON e CSV de séries históricas diárias, o volume de dados retornados será limitado,...\\n[...]\\nConceito: Taxa média de juros das novas operações de crédito livre\\n[...]\\nadas no período de referência. Taxa ponderada pelo valor das concessões. Não inclui operações...\",\n \"position\": 7\n },\n {\n \"url\": \"https://www.edotto.com/articolo/modello-7702026-con-novita-sul-quadro-sx\",\n \"title\": \"Modello 770/2026: Quadro SX per crediti e compensazioni\",\n \"description\": \"Modello 770/2026: Quadro SX per crediti e compensazioni\\n[...]\\nCon il provvedimento n. 72221 del 27 febbraio 2026, l’Agenzia delle Entrate ha approvato il Modello 770/2026, relativo al periodo d’imposta 2025, insieme alle istruzioni di compilazione e alle specifiche tecniche per la trasmissione telematica.\\n[...]\\nLe istruzioni ufficiali sono contenute nel documento “Modello 770 – 2026, Redditi 2025”.\\n[...]\\nIl presente articolo analizza il modello con particolare attenzione al Quadro SX, che costituisce il punto di raccordo tra ritenute, versamenti e gestione dei crediti.\\n[...]\\ndel Modello 770/2026\\n[...]\\nIl Modello 770/2026, approvato con provvedimento del 27 febbraio 2026, n. 7222 1, si compone di:\\n[...]\\nOgni quadro risponde a una funzione specifica. Tuttavia, sotto il profilo operativo, il Quadro SX assume un ruolo centrale perché riepiloga l’intera gestione dei crediti del sostituto d’imposta.\\n[...]\\n## Termine e modalità di presentazione\\n[...]\\nLa dichiarazione deve essere trasmessa:\\n[...]\\n- entro il 31 ottobre 2026, esclusivamente per via telematica.\\n[...]\\n# Il ruolo del Quadro SX nel sistema del Modello 770\\n[...]\\nIl Quadro SX è dedicato al:\\n[...]\\n- riepilogo dei crediti e delle compensazioni effettuate ai sensi del D.P.R. 455/1997 e dell’art. 17 del D.Lgs. 241/1997.\\n[...]\\nIn termini sostanziali, il Quadro SX consente di:\\n[...]\\n- determinare il credito complessivo maturato dal sostituto;\\n- indicare le compensazioni effettuate tramite modello F24;\\n- evidenziare il credito residuo riportabile all’anno successivo;\\n- coordinare i dati con i prospetti ST e SV.\\n[...]\\nSi tratta, quindi, del quadro che fotografa la posizione finale del sostituto in relazione alla gestione delle ritenute.\\n[...]\\nLa compilazione del Quadro SX non può essere effettuata in modo isolato. È necessario partire da una ricostruzione completa dei dati dell’anno 2025.\\n[...]\\nIn particolare, occorre:\\n[...]\\n1. analizzare tutte le ritenute operate (prospetto ST);\\n2. verificare i versamenti eseguiti;\\n3. individuare eventuali eccedenze;\\n4. rilevare le compensazioni effettuate in F24;\\n5. determinare il credito finale.\\n[...]\\nOgni importo deve essere espresso in euro, con arrotondamento alla seconda cifra decimale.\\n[...]\\n# Le principali tipologie di credito esposte nel Quadro SX\\n[...]\\nCredito da eccedenza di versamento\\n[...]\\nil sostituto ha versato importi superiori al dovuto. Le cause più frequ\\n[...]\\n- riportata all’anno successivo;\\n[...]\\n- richiesta a rimborso.\\n[...]\\nenziale che l’importo esposto nel Quadro SX trovi corrispondenza nei dati del prospetto ST.\\n[...]\\nCredito da assistenza fiscale (modelli 730)\\n[...]\\nIl credito deve essere correttamente indicato nel Quadro SX e deve risultare coerente con il prospetto SV.\\n[...]\\nCrediti utilizzati in compensazione (art. 17, D.lgs. 241/1997)\\n[...]\\nIl sostituto può utilizzare il credito maturato per compensare:\\n[...]\\n- ritenute successive;\\n- imposte proprie;\\n- contributi previdenziali.\\n[...]\\nIn tal caso, nel Quadro SX deve essere indicato:\\n[...]\\n- l’importo compensato;\\n- l’eventuale residuo ancora disponibile.\\n[...]\\n# Coordinamento tra Quadro SX e prospetti ST e SV\\n[...]\\nIl Quadro SX deve essere coerente con:\\n[...]\\n- Prospetto ST, che espone ritenute operate e versamenti;\\n- Prospetto SV, relativo alle addizionali.\\n[...]\\nSe nel prospetto ST emerge un’eccedenza di versamento, tale eccedenza deve confluire nel Quadro SX.\\n[...]\\nSe nel modello F24 è stato utilizzato un credito, tale utilizzo deve risultare nel Quadro SX.\\n[...]\\n# Visto di conformità e limiti alla compensazione\\n[...]\\nL’utilizzo in compensazione di crediti superiori a 5.000 euro annui richiede l’apposizione del visto di conformità, ai sensi dell’art. 1, comma 574, della legge 27 dicembre 2013, n. 147.\\n[...]\\n- AGENZIA DELLE ENTRATE – PROVVEDIMENTO PROT. 72221 DEL 27 FEBBRAIO 2026 – MODELLO 770/2026 (PDF)\\n- AGENZIA DELLE ENTRATE – PROVVEDIMENTO PROT. 72221 DEL 27 FEBBRAIO 2026 – ISTRUZIONI AL MODELLO 770/2026 (PDF)\",\n \"position\": 8\n },\n {\n \"url\": \"https://www.eplanilhas.com.br/planilha-de-cdb-diario/\",\n \"title\": \"Planilha de cdb diário 2026 Baixe Agora\",\n \"description\": \"Planilha de cdb diário 2026 Baixe Agora\\n[...]\\n### Planilha de cdb diário versão 2026\\n[...]\\n## A Planilha de CDB Diário é uma ferramenta essencial para quem deseja organizar e acompanhar seus investimentos de forma eficiente. Com um layout intuitivo e funcionalidades customizáveis, essa planilha permite registrar de maneira detalhada as informações referentes aos Certificados de Depósito Bancário, facilitando o controle do rendimento diário e a projeção de ganhos futuros.Totalmente atualizada e editável, a Planilha de CDB Diário está disponível para download imediato, proporcionando praticidade e agilidade para o usuário. Além disso, ela faz parte do pacote ePlanilhas, que conta com milhares de planilhas prontas e atualizadas, todas editáveis e compatíveis com os principais softwares de planilhas do mercado.No pacote ePlanilhas, você encontrará outras planilhas semelhantes e complementares, como Planilha de Tesouro Direto, Planilha de Ações, Planilha de Controle Financeiro Pessoal, entre outras. Todas desenvolvidas para atender às mais diversas necessidades, tornando a gestão de informações e dados muito mais simples e eficaz.Invista em organização e praticidade! Adquira agora o pacote ePlanilhas e tenha acesso a um mundo de possibilidades para otimizar sua rotina e alcançar seus objetivos financeiros com muito mais facilidade.\\n[...]\\n### Planilha de cdb diário versão 2026\\n[...]\\n## A Planilha de CDB Diário é uma ferramenta essencial para quem deseja organizar e acompanhar seus investimentos de forma eficiente. Com um layout intuitivo e funcionalidades customizáveis, essa planilha permite registrar de maneira detalhada as informações referentes aos Certificados de Depósito Bancário, facilitando o controle do rendimento diário e a projeção de ganhos futuros.Totalmente atualizada e editável, a Planilha de CDB Diário está disponível para download imediato, proporcionando praticidade e agilidade para o usuário. Além disso, ela faz parte do pacote ePlanilhas, que conta com milhares de planilhas prontas e atualizadas, todas editáveis e compatíveis com os principais softwares de planilhas do mercado.No pacote ePlanilhas, você encontrará outras planilhas semelhantes e complementares, como Planilha de Tesouro Direto, Planilha de Ações, Planilha de Controle Financeiro Pessoal, entre outras. Todas desenvolvidas para atender às mais diversas necessidades, tornando a gestão de informações e dados muito mais simples e eficaz.Invista em organização e praticidade! Adquira agora o pacote ePlanilhas e tenha acesso a um mundo de possibilidades para otimizar sua rotina e alcançar seus objetivos financeiros com muito mais facilidade.\\n[...]\\n- Planilha de controle de vencimento de certificados\\n- Planilha de controle de cdb di\\n[...]\\n- Planilha ibc e cbs\\n- Planilha de controle de certificados\\n- Planilha de cálculo de cdb di diário\\n- Planilha de cdb\\n[...]\\n- Planilha de cálculo de rentabilidade do cdb em…\\n- Planilha de cálculo de aplicação em cdb\\n- Planilha de controle de certificados digitais\\n- Planilha de rendimento de depósito judicial\\n- Planilha de cálculo de cdb\\n- Planilha de controle de entrada e saída de depósito de água\\n[...]\\n### Baixe todos os modelos em uma pasta .zip e use onde precisar.\\n[...]\\n### Atualizado em 2026\\n[...]\\nEstamos sempre atualizando e incluindo novas planilhas ao pacote Sendo a última atualização em de .\\n[...]\\n## Baixe Agora o Pacote Completo\\n[...]\\nPara comprar é muito simples, rápido e seguro\\n[...]\\nSiga os seguintes passos:1- Acesse: https://www.eplanilhas.com.br/checkout 2- Preencha os dados que são solicitados para o seu cadastro.3- Efetue o pagamento do modo desejado\\n[...]\\nLogo após a confirmação de pagamento o link de download será liberado.em: https://www.eplanilhas.com.br/downloads. Todos os arquivos estarão separados por categorias e você poderá efetuar o download quantas vezes precisar.\",\n \"position\": 9\n },\n {\n \"url\": \"https://www.eplanilhas.com.br/planilha-de-controle-de-emprestimos-e-spread-cdi/\",\n \"title\": \"Planilha de controle de empréstimos e spread cdi 2026 Baixe Agora\",\n \"description\": \"Planilha de controle de empréstimos e spread cdi 2026 Baixe Agora\\n[...]\\n### Planilha de controle de empréstimos e spread cdi versão 2026\\n[...]\\n## A Planilha de Controle de Empréstimos e Spread CDI é uma ferramenta essencial para quem deseja organizar e acompanhar de perto os empréstimos realizados, bem como monitorar o spread em relação ao CDI. Com um layout intuitivo e de fácil preenchimento, essa planilha permite registrar todas as informações relevantes de cada empréstimo, como valor, prazo, taxa de juros, parcelas, entre outros.Além disso, a Planilha de Controle de Empréstimos e Spread CDI está sempre atualizada e é totalmente editável, proporcionando total controle e personalização de acordo com as necessidades de cada usuário. Com ela, é possível visualizar de forma clara e organizada os dados dos empréstimos realizados, facilitando a tomada de decisões e o planejamento financeiro.Essa planilha faz parte do pacote ePlanilhas, que conta com milhares de planilhas prontas para uso imediato, todas editáveis e compatíveis com os principais softwares de planilhas do mercado. Outras planilhas complementares que podem ser úteis para você são: Planilha de Controle de Despesas, Planilha de Orçamento Familiar, Planilha de Controle de Investimentos, entre outras.Não perca tempo e otimize sua gestão financeira com a Planilha de Controle de Empréstimos e Spread CDI, disponível para download imediato no pacote ePlanilhas. Garanta já o seu e tenha todas as ferramentas necessárias para uma administração financeira eficiente e organizada.\\n[...]\\n### Planilha de controle de empréstimos e spread cdi versão 2026\\n[...]\\n## A Planilha de Controle de Empréstimos e Spread CDI é uma ferramenta essencial para quem deseja organizar e acompanhar de perto os empréstimos realizados, bem como monitorar o spread em relação ao CDI. Com um layout intuitivo e de fácil preenchimento, essa planilha permite registrar todas as informações relevantes de cada empréstimo, como valor, prazo, taxa de juros, parcelas, entre outros.Além disso, a Planilha de Controle de Empréstimos e Spread CDI está sempre atualizada e é totalmente editável, proporcionando total controle e personalização de acordo com as necessidades de cada usuário. Com ela, é possível visualizar de forma clara e organizada os dados dos empréstimos realizados, facilitando a tomada de decisões e o planejamento financeiro.Essa planilha faz parte do pacote ePlanilhas, que conta com milhares de planilhas prontas para uso imediato, todas editáveis e compatíveis com os principais softwares de planilhas do mercado. Outras planilhas complementares que podem ser úteis para você são: Planilha de Controle de Despesas, Planilha de Orçamento Familiar, Planilha de Controle de Investimentos, entre outras.Não perca tempo e otimize sua gestão financeira com a Planilha de Controle de Empréstimos e Spread CDI, disponível para download imediato no pacote ePlanilhas. Garanta já o seu e tenha todas as ferramentas necessárias para uma administração financeira eficiente e organizada.\\n[...]\\n### Baixe todos os modelos em uma pasta .zip e use onde precisar.\\n[...]\\n### Atualizado em 2026\\n[...]\\nEstamos sempre atualizando e incluindo novas planilhas ao pacote Sendo a última atualização em de .\\n[...]\\n## Baixe Agora o Pacote Completo\\n[...]\\nPara comprar é muito simples, rápido e seguro.Siga os seguintes passos:1- Acesse: https://www.eplanilhas.com.br/checkout 2- Preencha os dados que são solicitados para o seu cadastro.3- Efetue o pagamento do modo desejado.4- Logo após a confirmação de pagamento, o produto adquirido estará disponível para download em: https://www.eplanilhas.com.br/downloads\\n[...]\\nLogo após a confirmação de pagamento o link de download será liberado.em: https://www.eplanilhas.com.br/downloads. Todos os arquivos estarão separados por categorias e você poderá efetuar o download quantas vezes precisar.\",\n \"position\": 10\n }\n ]\n }\n}", "tool_call_id": "call_ytdj4y5DQm47k11Dq9pDUvo3" }, { "role": "tool", "content": "{\n \"success\": true,\n \"data\": {\n \"web\": [\n {\n \"url\": \"https://hacecuentas.com/calculadora-prestamo-cuota-mensual-mexico\",\n \"title\": \"Calculadora de prestamo y cuota mensual Mexico 2026 | Hacé Cuentas\",\n \"description\": \"Calculadora de prestamo y cuota mensual Mexico 2026 | Hacé Cuentas\\n[...]\\nDatos actualizados: 16 abr 2026 · Fuente: Banco de México\\n[...]\\nTasa de interes anual (%) ? Tasa nominal anual (TNA). Tipica: 12-20% credito personal, 8-14% hipotecario\\n[...]\\nTasa fija\\n[...]\\nTasa variable\\n[...]\\ncon TIIE o inflación — cuota cambia\\n[...]\\nCalcula la cuota mensual de cualquier prestamo o credito en Mexico usando el sistema de amortizacion frances (cuota fija). Ingresa el monto del credito, la tasa de interes anual y el plazo en meses, y obtene: cuota mensual exacta, total a pagar, total de intereses y el CAT (Costo Anual Total) aproximado. El CAT es la metrica oficial en Mexico que incluye intereses, comisiones y seguros para que puedas comparar creditos de distintos bancos de forma transparente.\\n[...]\\n- Queres saber cuanto vas a pagar por mes antes de pedir un prestamo personal.\\n[...]\\n- Comparas ofertas de credito de distintos bancos usando el CAT.\\n[...]\\n- Necesitas calcular cuanto terminas pagando en total de intereses.\\n[...]\\n- Estas evaluando si te conviene un plazo corto con cuota alta o largo con cuota baja.\\n- Queres simular un credito hipotecario, automotriz o de nomina.\\n[...]\\n## Ejemplo: Credito personal de $100.000 MXN a 24 meses\\n[...]\\n1. Monto: $100.000 MXN.\\n2. Tasa anual: 15%.\\n3. Plazo: 24 meses.\\n4. Tasa mensual: 15% / 12 = 1,25%.\\n5. Factor: (1 + 0,0125)^24 = 1,3474.\\n6. Cuota: 100.000 x (0,0125 x 1,3474) / (1,3474 - 1) = $4.849 MXN/mes.\\n7. Total pagado: 4.849 x 24 = $116.376 MXN.\\n8. Total intereses: $16.376 MXN.\\n9. CAT aproximado: ~16,1% (sin comisiones adicionales).\\n[...]\\nResultado: Tu cuota mensual es de $4.849 MXN. En 24 meses pagas un total de $116.376 MXN, de los cuales $16.376 son intereses.\\n[...]\\nEl CAT (Costo Anual Total) es una metrica obligatoria en Mexico regulada por Banxico. Incluye:\\n[...]\\nEl CAT siempre es mayor o igual a la tasa de interes. Es la mejor metrica para comparar creditos entre distintos bancos.\\n[...]\\nCAT ≈ (1 + tasa_mensual)^12 − 1 + comisiones\\n[...]\\nNuestra calculadora muestra un CAT aproximado sin comisiones. El CAT real incluye comisiones por apertura, seguros y otros gastos que varian por banco.\\n[...]\\n## Tasas tipicas en Mexico (2026)\\n[...]\\n| Tipo de credito | Tasa anual tipica | CAT tipico |\\n| --- | --- | --- |\\n| Hipotecario | 8-14% | 10-16% |\\n| Automotriz | 10-16% | 12-20% |\\n| Personal (nomina) | 12-25% | 15-35% |\\n| Tarjeta de credito | 25-50% | 35-70% |\\n[...]\\nel CAT, no solo la\\n[...]\\n. Plazo corto\\n[...]\\n. Liquidacion anticipada: verifica si hay penalizacion por\\n[...]\\nmas del 30% de tu ingreso mensual en cuotas.\\n[...]\\nEl CAT (Costo Anual Total) es una metrica obligatoria en Mexico que incluye la tasa de interes mas comisiones, seguros y otros costos del credito. Es regulado por Banxico y te permite comparar creditos de distintos bancos en igualdad de condiciones. Siempre fijate en el CAT, no solo en la tasa.\\n[...]\\nEn 2026, una tasa entre 12% y 18% anual se considera competitiva para creditos personales en Mexico. Los creditos de nomina suelen tener tasas mas bajas (10-15%). Las tarjetas de credito tienen las tasas mas altas (25-50%). Compara siempre el CAT entre ofertas.\\n[...]\\nPlazo corto = cuota mas alta pero menos intereses totales. Plazo largo = cuota mas baja pero pagas mucho mas en intereses. Ejemplo: un credito de $100.000 al 15% anual: a 12 meses pagas $8.000 de intereses; a 48 meses pagas $33.000. La cuota a 12 meses es $9.026 vs $2.783 a 48 meses.\\n[...]\\nLa regla general es que tus deudas no superen el 30% de tu ingreso mensual. Si ganas $30.000 MXN al mes, tus cuotas totales (incluyendo el nuevo credito) no deberian superar $9.000. Los bancos evaluan tu capacidad de pago antes de aprobar.\\n[...]\\nLa TIIE (Tasa de Interes Interbancaria de Equilibrio) es la tasa de referencia de Banxico. Los creditos de tasa variable se expresan como 'TIIE + X puntos'. Si la TIIE sube, tu cuota sube. En abril 2026, la TIIE a 28 dias ronda el 9-10%. Los creditos de tasa fija no se ven afectados.\",\n \"position\": 1\n },\n {\n \"url\": \"https://calculadorasonline.co/calculadoras/simulador-credito\",\n \"title\": \"Simulador de Crédito 2026 | Cuota Mensual + Tabla Amortización 💳\",\n \"description\": \"Simulador de Crédito 2026 | Cuota Mensual + Tabla Amortización 💳\\n[...]\\n## 💰 Datos del Crédito\\n[...]\\n### Simula tu Crédito\\n[...]\\nIngresa el monto, tasa de interés y plazo para calcular tu cuota mensual y ver la tabla de amortización completa.\\n[...]\\n## 📋 Tabla de Amortización\\n[...]\\n📥 Descargar CSV\\n[...]\\n¿Qué es un Simulador de Crédito?\\n[...]\\nUn simulador de crédito es una herramienta que te permite calcular de forma anticipada cuánto pagarás mensualmente por un préstamo. Te muestra la cuota fija, el total de intereses que pagarás durante toda la vida del crédito y el desglose mes a mes de tu deuda.\\n[...]\\n### Cuota Mensual\\n[...]\\nCalcula el pago fijo que harás cada mes\\n[...]\\n### Total Intereses\\n[...]\\n### Tabla Amortización\\n[...]\\nDesglose completo mes a mes de tu deuda\\n[...]\\n## ¿Cómo Funciona?\\n[...]\\n### Ingresa el Monto\\n[...]\\n¿Cuánto dinero necesitas? Puede ser desde $1 millón hasta cientos de millones.\\n[...]\\n### Define la Tasa\\n[...]\\nIngresa la tasa de interés anual que te ofrece el banco (típicamente entre 8% y 25%).\\n[...]\\n### Elige el Plazo\\n[...]\\n¿En cuántos meses lo pagarás? Desde 12 meses hasta 30 años (360 meses).\\n[...]\\n### Obtén Resultados\\n[...]\\nVe tu cuota mensual, total a pagar y tabla de amortización completa.\\n[...]\\n## Tipos de Crédito que Puedes Simular\\n[...]\\n10-1\",\n \"position\": 2\n },\n {\n \"url\": \"https://100prestamos.com/mx/prestamos-con-pagos-mensuales/\",\n \"title\": \"Préstamos en línea, Pago mensual. Ranking de préstamos personales\",\n \"description\": \"# Ranking de préstamos con pagos mensuales\\n[...]\\nPréstamos en línea con pagos mensuales - Es como pedir dinero prestado por internet y pagarlo en cuotas fijas cada mes. ¡Busca la opción que mejor se adapte a tu bolsillo! Compara las tasas de interés (cuánto te cobrarán por prestarte el dinero), los plazos para pagar y los requisitos que piden.\\n[...]\\n21/02/2026\\n[...]\\nPréstamos y Créditos personales en México\\n[...]\\nforma rápida y fácil\\n[...]\\nFiesta Credito - Tu Préstamo Rápido y Fácil\\n[...]\\nSolcredito - Conectando a México con crédito inteligente\\n[...]\\n### Contenido\\n[...]\\nRanking de préstamos con pagos mensuales\\n[...]\\n¿En qué consisten los préstamos con pagos mensuales?\\n[...]\\nPréstamos con pagos mensuales en México: ¿dónde conseguirlos?\\n[...]\\nCómo solicitar préstamos en línea con pagos mensuales en\\n[...]\\ncon pagos mensuales\\n[...]\\nEstos son los créditos más convenientes para los solicitantes porque permiten ser devueltos en cuotas mensuales. El plazo será acordado por las dos partes, según las necesidades de cada uno. Por eso es importante saber cuáles son las mejores ofertas, dónde solicitarlos de manera segura y cuáles son sus requisitos.\\n[...]\\npréstamo con pagos mensuales\\n[...]\\n## ¿En qué consisten los préstamos con pagos mensuales?\\n[...]\\nLos préstamos con pagos mensuales son créditos cuyas cuotas se abonan mes a mes, incluyendo los intereses. A pesar de que algunos prestamistas ofrecen la opción de financiamiento externo bimestral, trimestral o semestral, la realidad es que lo más convenientes son los pagos mensuales porque permiten abonar menos cantidad de dinero por cuota.\\n[...]\\n## Préstamos con pagos mensuales en México: ¿dónde conseguirlos?\\n[...]\\n## Cómo solicitar préstamos en línea con pagos mensuales en 6 pasos\\n[...]\\nLo primero que debes hacer para solicitar préstamos personales con pagos mensuales por internet es entrar a 100prestamos y revisar el ranking de préstamos. Luego solo tienes que:\\n[...]\\npresionar la casilla de solicitud, te redireccionará directo a su página web, al simulador de créditos. Allí se calculará el monto a pagar según\\n[...]\\nimporte que pidas y el plazo que deseas.\\n[...]\\n6. Compara entre ellos y elige el\\n[...]\\n## Requisitos de los préstamos en pagos mensuales\\n[...]\\nComo verás, solicitar créditos con pagos mensuales en línea es muy práctico, y los requisitos son muy simples también. Te contamos los más importantes:\\n[...]\\n## Cuánto dinero puede pedirse con un préstamo de pagos mensuales\\n[...]\\nEl plazo de pago se verá condicionado con la cantidad de dinero que pidas, por eso, te contamos los distintos tipos de créditos mensuales que puedes solicitar y sus montos:\\n[...]\\n## Plazo para pedir préstamos en línea\\n[...]\\nmensuales varía en función del monto solicitado.\\n[...]\\nPor lo general, cuando los préstamos son a corto plazo tienes hasta 3 meses para devolverlos. Sin embargo, cuando los préstamos son por más dinero, puedes extender el plazo hasta 36 meses.\\n[...]\\namos con pagos mensuales\\n[...]\\n## Comparador de Préstamos - Ranking de préstamos con pagos mensuales\\n[...]\\nSOLICITAR\\n[...]\\nCapital, S.A. de C.V Licencia № 40137\\n[...]\\nSOLICITAR\\n[...]\\nFiesta Credito 14563072\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\nSOLICITAR\\n[...]\\n## Ranking de préstamos con pagos mensuales - mejores condiciones\\n[...]\\n| 🟢 Intereses: | desde 0% hasta 3752% |\\n| --- | --- |\\n| 🟢 Plazo: | hasta 20 años |\\n| 🟢 Monto del préstamo: | desde 100 hasta 500,000 $ |\\n| 🟢 Número de ofertas: | 34 |\",\n \"position\": 3\n },\n {\n \"url\": \"https://phpapps.condusef.gob.mx/condusef_personalnomina/comparativo.php?a=2&idix=&ingresos=3%2C121&monto=100%2C000&nomina_url=&nomina_url=0&ordenar_por=2&periodicidad=mensual&personal_url=&personal_url=1&plazo=4&proviene=captura\",\n \"title\": \"Simulador de Crédito Personal y de Nómina\",\n \"description\": \"Simulador de Crédito Personal y de Nómina\\n[...]\\n1. Simulador Crédito Personal y de Nómina\\n2. Comisión Nacional para la Protección y Defensa de los Usuarios de Servicios Financieros\\n[...]\\nMiercoles 11 de Febrero del 2026\\n[...]\\nMonto del crédito:\\n[...]\\n$ 100,000\\n[...]\\nPlazo del crédito:\\n[...]\\nPeriodicidad:\\n[...]\\nMENSUAL\\n[...]\\n**** Base de cálculo Enero 2026 ****\\n[...]\\n| SECTOR | INSTITUCIÓN | PRODUCTO | TASA DE INTERÉS ANUAL 4 Precio que se cobra por el dinero prestado. | CAT1 Tasa que representa todos los costos y gastos, originados por el crédito. | PAGO PERIÓDICO Pago inicial. | SEGURO DE VIDA 2 Costo del seguro que cubre el saldo insoluto del crédito en caso de fallecimiento del titular. | SEGURO DE DESEMPLEO 2 Costo del seguro que cubre cierto número de pagos del crédito en caso de desempleo injustificado. | PAGO TOTAL Suma de todos los pagos periodicos realizados durante la vida del crédito. | TABLA DE AMORTIZACIÓN |\\n| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\\n| Sofipo | Personal | 41.00% | 57.8157.8% | 27,627.00 | $167.65 | No aplica | 110,106.13 | Ver Tabla |\\n| Sofipo | Personal | 35.42% 7 | 64.0464.0% | 28,195.67 | 0Gratuito | No aplica | 111,925.70 | Ver Tabla |\",\n \"position\": 4\n },\n {\n \"url\": \"https://phpapps.condusef.gob.mx/condusef_personalnomina/amortizacion.php?clave=multiplica_mexico&frecuencia=mensual&id_plazo=36&id_tiradas=5352134&ingresos=15000&institucion=multiplica_mexico&monto_credito=10000&retencion=20\",\n \"title\": \"Simulador de Crédito Personal y de Nómina\",\n \"description\": \"Simulador de Crédito Personal y de Nómina\\n[...]\\nlos Usuarios de Servicios Financ\\n[...]\\nCrédito Personal y de\\n[...]\\n×#### Características del producto\\n[...]\\nCerrar\\nVer comparativo\\nCambiar datos\\nDescargar Excel\\nImprimir\\nCONSUMO PAGO MENSUAL\\nMartes 13 de Enero del 2026\\nEsquema de pagos\\n**Monto del Crédito:**\\n$10,232.00\\n**Plazo:**\\n36 meses\\n**Periodicidad:**\\nMENSUAL\\n**Ingresos mensuales:**\\n$15,000.00\\n**\\\\*\\\\*\\\\*\\\\* Base de cáálculo Diciembre 2025 \\\\*\\\\*\\\\*\\\\***\\n#### Seguros y Comisiones\\n|#### Información Adicional\\n|\\nApertura:|$232.00|Se financia|\\nSeguro de vida:|No aplica||\\nSeguro de desempleo:|No aplica||\\n|Considera que para el pago de este crédito destinarás el5%de tu ingreso mensual.\\n|\\n|\\nNúmero de pagos:|36|CAT:|84.5%|\\nPago total:|$27,968.87|Tasa de Interés:|72%|\\n|\\n|\\nNúmero de\\npago|Fecha|Pago a Capital|Intereses|IVA de\\n[...]\\ninterés|Pago periódico|Pago mensual\\n[...]\\ninsoluto|\\n[...]\\n**TOTALES:**|****|**$10,232.00**|**$15,290.41**|**$2,446.47**|**$25,522.41**|**$27,968.87**|****|\\n 1|13/2/2026|$ 56.36|$634.38|$101.50|$690.74|$792.25|$10,175.64|\",\n \"position\": 5\n },\n {\n \"url\": \"https://www.mercadopeso.mx/credito-personal/catalogo/con-pagos-mensuales\",\n \"title\": \"Préstamos con pagos mensuales — Organiza tus finanzas sin presión\",\n \"description\": \"Préstamos con pagos mensuales — Organiza tus finanzas sin presión\\n[...]\\n# Préstamos con pagos mensuales y cuotas fijas sin complicaciones\\n[...]\\nRecibe tu préstamo y págalo cómodamente una vez al mes. Ideal para quienes manejan sus finanzas de forma ordenada. Sin papeleo ni estrés.\\n[...]\\n## Qué son los préstamos con pagos mensuales\\n[...]\\nLos préstamos con pagos mensuales son créditos personales en los que el monto solicitado se liquida mediante cuotas fijas o variables cada mes durante un plazo determinado. En México los ofrecen bancos, financieras reguladas y plataformas digitales supervisadas por organismos como la Comisión Nacional Bancaria y de Valores (CNBV).\\n[...]\\nEl plazo puede ir de unos meses hasta varios años. Mientras más largo sea, menor suele ser la mensualidad, aunque el costo total aumenta porque se pagan intereses durante más tiempo. Las mensualidades combinan capital, intereses y posibles comisiones. Estos préstamos pueden ser útiles para gastos médicos, consolidación de deudas, reparaciones en el hogar o compras sin tarjeta de crédito.\\n[...]\\n## Cómo funcionan y qué costos considerar\\n[...]\\nLa tasa fija se mantiene igual durante todo el plazo, lo que permite mensualidades predecibles. La tasa variable cambia conforme lo hace el mercado, modificando la cuota mensual. En México, lo más habitual en créditos personales son tasas fijas.\\n[...]\\nEl Costo Anual Total (CAT) reúne intereses, comisiones y otros cargos obligatorios. Ayuda a comparar préstamos de diferentes instituciones bajo un mismo indicador. Un CAT menor suele indicar un crédito más accesible, aunque siempre es importante revisar los detalles de cada oferta.\\n[...]\\nDos préstamos con el mismo monto pueden generar pagos distintos según los plazos, tasas o comisiones. Un plazo corto reduce el costo total, pero incrementa la mensualidad; uno largo flexibiliza el pago mensual, pero eleva el monto final.\\n[...]\\n## Requisitos y proceso para solicitar un préstamo mensual\\n[...]\\n- Identificación oficial vigente.\\n- Comprobante de domicilio.\\n- Comprobantes de ingresos o estados de cuenta recientes.\\n- Solicitud de crédito y autorización de consulta de buró.\\n[...]\\nLas instituciones revisan historial, ingresos y capacidad de pago. Un historial favorable suele facilitar mejores condiciones. Algunas plataformas digitales también consideran datos alternativos o comportamiento transaccional.\\n[...]\\n- En plataformas digitales como kubo.financiero y Klar, el trámite suele completarse en línea.\\n[...]\\n- En bancos tradicionales, como BanCoppel, el proceso puede iniciar en internet, pero a veces se finaliza en sucursal.\\n[...]\\n## Comparación de opciones en México\\n[...]\\nBanco con préstamos personales de plazos definidos y simuladores para calcular mensualidades. Requiere documentación más formal y, en algunos casos, visita a sucursal.\\n[...]\\n## Kubo.financiero, Klar y BanCoppel: características clave\\n[...]\\ndigitales personalizados.\\n[...]\\n- Pagos anticipados sin penalización en\\n[...]\\nmayoría de los productos.\\n[...]\\npueden variar ampliamente por\\n[...]\\n- Tasas y CAT visibles en simuladores.\\n- Plazos fijos con pagos estables.\\n- Requisitos más tradicionales y atención en sucursal.\\n- Procesos generalmente menos ágiles que en opciones digitales.\\n[...]\\n## Riesgos y advertencias al solicitar préstamos mensuales\\n[...]\\n- Sobreendeudamiento: una mensualidad demasiado alta puede generar atrasos y cargos moratorios.\\n[...]\\n- Tasas elevadas: algunos productos digitales para perfiles de mayor riesgo pueden resultar más costosos.\\n[...]\\n- Comisiones poco visibles: es necesario revisar términos y simuladores con detalle.\\n[...]\\n- Apps no reguladas: pueden implicar riesgos de fraude o mal uso\\n[...]\\n## Cómo elegir el mejor préstamo con pagos mensuales\\n[...]\\n- Compara CAT y costo total, no solo la mensualidad.\\n- Elige un plazo que se ajuste a tu presupuesto.\\n- Revisa comisiones adicionales.\\n- Utiliza simuladores para comparar distintos escenarios.\",\n \"position\": 6\n },\n {\n \"url\": \"https://phpapps.condusef.gob.mx/condusef_personalnomina/amortizacion.php?clave=hsbc_p&frecuencia=mensual&id_plazo=36&id_tiradas=9429461&ingresos=15000&institucion=hsbc&monto_credito=50000&retencion=20\",\n \"title\": \"Simulador de Crédito Personal y de Nómina\",\n \"description\": \"CRÉDITO PERSONAL\\n[...]\\nLunes 04 de Mayo del 2026\\n[...]\\nEsquema de pagos\\n[...]\\nMonto del Crédito:\\n[...]\\n$50,000.00\\n[...]\\nPlazo:\\n[...]\\n36 meses\\n[...]\\nPeriodicidad:\\n[...]\\nMENSUAL\\n[...]\\nIngresos mensuales:\\n[...]\\n$15,000.00\\n[...]\\n**** Base de cálculo Abril 2026 ****\\n[...]\\n| Comisión por Disposición: | $1,026.60 | Se paga al disponer del crédito |\\n| --- | --- | --- |\\n| Seguro de vida: | Gratuito |\\n| Seguro de desempleo: | No aplica |\\n[...]\\n| Considera que para el pago de este crédito destinarás el 20% de tu ingreso mensual. |\\n| --- |\\n[...]\\n| Número de pagos: | 36 | CAT: | 60.9% |\\n| --- | --- | --- | --- |\\n| Pago total: | $102,170.78 | Tasa de Interés: | 46.99% |\\n[...]\\n| Número de pago | Fecha | Pago a Capital | Intereses | IVA de interés | Pago periódico | Pago mensual neto | Saldo insoluto |\\n| --- | --- | --- | --- | --- | --- | --- | --- |\\n| TOTALES: | $50,000.00 | $44,089.81 | $7,054.37 | $94,089.81 | $101,144.18 |\\n[...]\\n| 1 | 30/6/2026 | $ 655.69 | $1,957.92 | $313.27 | $2,613.61 | $2,926.87 | $49,344.31 |\\n| --- | --- | --- | --- | --- | --- | --- | --- |\\n| 2 | 31/7/2026 | $ 681.36 | $1,932.24 | $309.16 | $2,613.61 | $2,922.76 | $48,662.95 |\\n| 3 | 31/8/2026 | $ 708.05 | $1,905.56 | $304.89 | $2,613.61 | $2,918.50 | $47,954.90 |\\n[...]\\n| 4 | 30/9/2026 | $ 735.77 | $1,877.83 | $300.45 | $2,613.61 | $2,914.06 | $47,219.13 |\\n[...]\\n| 5 | 30/10/2026 | $ 764.58 | $1,849.02 | $295.84 | $2,613.61 | $2,909.45 | $46,454.54 |\\n[...]\\n| 6 | 30/11/2026 | $ 794.52 | $1,819.08 | $291.05 | $2,613.61 | $2,904.66 | $45,660.02 |\\n[...]\\n| 7 | 31/12/2026 | $ 825.64 | $1,787.97 | $286.08 | $2,613.61 | $2,899.68 | $\\n[...]\\n834.39 |\",\n \"position\": 7\n },\n {\n \"url\": \"https://ibkancapital.com.mx/credito/cuanto-pagaria-por-un-credito-infonavit-de-450-mil/\",\n \"title\": \"Descubre cuánto pagarías por un crédito Infonavit de 450 mil | Actualizado abril 2026\",\n \"description\": \"20\\n[...]\\ncuánto podrían llegar a pagar por un\\n[...]\\nmonto total a pagar\\n[...]\\nun crédito Infonavit\\n[...]\\n- El monto de la mensualidad dependerá del plazo que se elija para pagar el crédito, así como de la tasa de interés que se establezca. En general, un crédito Infonavit de 450 mil pesos podría tener una mensualidad de alrededor de 4,500 a 5,500 pesos, dependiendo de los factores mencionados.\\n[...]\\n- Para determinar cuánto pagaría por un crédito Infonavit de 450 mil pesos, es necesario realizar una simulación en línea con la herramienta Mi Pago Mensual. Allí se indicarán las opciones de plazo disponibles y se podrán comparar las distintas tasas de interés ofrecidas por el Instituto. De esta manera, se podrá tener una idea más clara del costo total del crédito y tomar una decisión informada.\\n[...]\\nPara calcular el monto mensual de un crédito Infonavit se toman en cuenta varios factores como el salario del trabajador, el plazo del crédito y la tasa de interés. El monto a solicitar se determina mediante una fórmula que toma en cuenta el salario y el monto acumulado en la subcuenta de vivienda del trabajador. El pago mensual puede variar según las condiciones del crédito, pero en general, el monto puede ser accesible para la mayoría de los trabajadores. Es importante tomar en cuenta que el pago del crédito no debe exceder el 30% del salario del trabajador.\\n[...]\\nCalcular la cuota mensual de un crédito Infonavit de 450 mil pesos es un proceso sencillo pero que requiere de algunos datos importantes, como el plazo del crédito y la tasa de interés. En general, se recomienda escoger un plazo de pago no mayor a 20 años para evitar intereses excesivos. Además, es importante tener en cuenta que el pago mensual incluye el pago del capital, los intereses y los seguros correspondientes. A través de una fórmula matemática, es posible obtener el monto exacto de la cuota mensual que deberás pagar para liquidar el crédito Infonavit de manera efectiva.\\n[...]\\nPara entender el costo de un crédito Infonavit de 450 mil pesos es importante tomar en cuenta varios factores. El monto mensual de la cuota dependerá de la tasa de interés, el plazo en que se solicitará el crédito y el nivel salarial del solicitante. Además, es necesario contemplar otros gastos como el seguro de hipoteca y los pagos por servicios de escrituración. Antes de solicitar un crédito es recomendable leer cuidadosamente todas las condiciones para evitar sorpresas y tener una planificación adecuada de las finanzas personales.\\n[...]\\nEl análisis detallado del pago mensual de un crédito Infonavit de 450 mil pesos es fundamental para aquellos trabajadores que buscan adquirir una vivienda. Este tipo de créditos se basa en un esquema de pagos fijos mensuales, los cuales se integran tanto por el capital prestado como por los intereses correspondientes. En el caso de un crédito de 450 mil pesos, el análisis del pago mensual dependerá de diversos factores, tales como la tasa de interés, el plazo del crédito y el ingreso mensual del solicitante. Por ello, es importante realizar un estudio minucioso antes de tomar una decisión de financiamiento.\\n[...]\\nPara quienes buscan adquirir una casa utilizando un crédito Infonavit de 450 mil pesos, es importante tener en cuenta los intereses y comisiones asociados a este préstamo. De acuerdo con la información oficial del Infonavit, el interés anual puede variar entre el 4% y el 6%, dependiendo del perfil crediticio del solicitante. Además, se cobra una comisión por apertura del 1% sobre el monto total del crédito, y una comisión por administración del 0.25% sobre el saldo de la deuda. Es fundamental analizar detalladamente estos costos antes de comprometerse con un crédito Infonavit.\",\n \"position\": 8\n },\n {\n \"url\": \"https://phpapps.condusef.gob.mx/condusef_personalnomina/amortizacion.php?clave=santander_p&frecuencia=mensual&id_plazo=60&id_tiradas=9489717&ingresos=15000&institucion=santander&monto_credito=300000&retencion=20\",\n \"title\": \"Simulador de Crédito Personal y de Nómina\",\n \"description\": \"Simulador de Crédito Personal y de Nómina\\n[...]\\nEFECTIVO 24 X 7\\n[...]\\nLunes 11 de Mayo del 2026\\n[...]\\nEsquema de pagos\\n[...]\\nMonto del Crédito:\\n[...]\\n$300,000.00\\n[...]\\nPlazo:\\n[...]\\n60 meses\\n[...]\\nPeriodicidad:\\n[...]\\nMENSUAL\\n[...]\\nIngresos mensuales:\\n[...]\\n$15,000.00\\n[...]\\n**** Base de cálculo Abril 2026 ****\\n[...]\\n| Comisión por Disposición: | $6,090.00 | Se paga al inicio del crédito |\\n| --- | --- | --- |\\n| Seguro de vida e invalidez total y permanente: | $22,530.00 | Se paga al inicio del crédito |\\n| Seguro de desempleo: | Se incluye en el costo del seguro de vida |\\n[...]\\n| Considera que para el pago de este crédito destinarás el 116% de tu ingreso mensual. |\\n| --- |\\n[...]\\n| Número de pagos: | 61 | CAT: | 92.2% |\\n| --- | --- | --- | --- |\\n| Pago total: | $1,101,072.49 | Tasa de Interés: | 60% |\\n[...]\\n| Número de pago | Fecha | Pago a Capital | Intereses | IVA de interés | Pago periódico | Pago mensual neto | Saldo insoluto |\\n| --- | --- | --- | --- | --- | --- | --- | --- |\\n| TOTALES: | $300,000.00 | $665,907.32 | $106,545.17 | $965,907.32 | $1,072,452.49 |\\n[...]\\n| 1 | 30/6/2026 | $ 0.00 | $15,000.00 | $2,400.00 | $15,000.00 | $17,400.00 | $300,000.00 |\\n| --- | --- | --- | --- | --- | --- | --- | --- |\\n| 2 | 31/7/2026 | $ 848.46 | $15,000.00 | $2,400.00 | $15,848.46 | $18,248.46 | $299,151.54 |\\n[...]\\n| 3 | 31/8/2026 | $ 890.88 | $14,957.58 | $2,393.21 | $15,848.46 | $18,241.67 | $298,260.67 |\\n[...]\\n| 4 | 30/9/2026 | $ 935.42 | $14,913.03 | $2,386.09 | $15,848.46 | $18,234.54 | $297,325.24 |\\n[...]\\n| 5 | 31/10/2026 | $ 982.19 | $14,866.26 | $2,378.60 | $15,848.46 | $18,227.06 | $296,343.05 |\\n[...]\\n| 6 | 30/11/2026 | $ 1,031.30 | $14,817.15 | $2,370.74 | $15,848.46 | $18,219.20 | $295,311.75 |\\n[...]\\n| 7 | 31/12/2026 | $ 1,082.87 | $14,765.59 | $2,362.49 | $15,848.46 | $18,210.95 | $294,228.88 |\",\n \"position\": 9\n },\n {\n \"url\": \"https://phpapps.condusef.gob.mx/condusef_personalnomina/amortizacion.php?clave=profuturo&frecuencia=mensual&id_plazo=48&id_tiradas=9471101&ingresos=25000&institucion=profuturo&monto_credito=100000&retencion=20\",\n \"title\": \"Simulador de Crédito Personal y de Nómina\",\n \"description\": \"PRÉSTAMO A PENSIONADOS\\n[...]\\nLunes 02 de Marzo del 2026\\n[...]\\nEsquema de pagos\\n[...]\\nMonto del Crédito:\\n[...]\\n$100,000.00\\n[...]\\nPlazo:\\n[...]\\n48 meses\\n[...]\\nPeriodicidad:\\n[...]\\nMENSUAL\\n[...]\\nIngresos mensuales:\\n[...]\\n$25,000.00\\n[...]\\n**** Base de cálculo Febrero 2026 ****\\n[...]\\n#### Información Adicional\\n[...]\\n| Apertura: | No aplica |\\n| --- | --- |\\n| Seguro de vida: | Gratuito |\\n| Seguro de desempleo: | No aplica |\\n[...]\\n| Considera que para el pago de este crédito destinarás el 17% de tu ingreso mensual. |\\n| --- |\\n[...]\\n| Número de pagos: | 48 | CAT: | 41.3% |\\n| --- | --- | --- | --- |\\n| Pago total: | $201,328.69 | Tasa de Interés: | 35.1% |\\n[...]\\n| Número de pago | Fecha | Pago a Capital | Intereses | IVA de interés | Pago periódico | Pago mensual neto | Saldo insoluto |\\n| --- | --- | --- | --- | --- | --- | --- | --- |\\n| TOTALES: | $100,000.00 | $87,352.32 | $13,976.37 | $187,352.32 | $201,328.69 |\\n[...]\\n| 1 | 30/4/2026 | $ 978.17 | $2,925.00 | $468.00 | $3,903.17 | $4,371.17 | $99,021.83 |\\n| --- | --- | --- | --- | --- | --- | --- | --- |\\n| 2 | 31/5/2026 | $ 1,006.78 | $2,896.39 | $463.42 | $3,903.17 | $4,366.60 | $98,015.04 |\\n[...]\\n| 3 | 30/6/2026 | $ 1,036.23 | $2,866.94 | $458.71 | $3,903.17 | $4,361.88 | $96,978.81 |\\n[...]\\n| 4 | 31/7/2026 | $ 1,066.54 | $2,836.63 | $453.86 | $3,903.17 | $4,357.03 | $95,912.27 |\\n[...]\\n| 5 | 31/8/2026 | $ 1,097.74 | $2,805.43 | $448.87 | $3,903.17 | $4,352.04 | $94,814.53 |\\n[...]\\n| 6 | 30/9/2026 | $ 1,129.85 | $2,773.32 | $443.73 | $3,903.17 | $4,346.91 | $93,684.68 |\\n[...]\\n| 7 | 31/10/2026 | $\\n[...]\\n1,162.90 | $2\\n[...]\\n740.28 | $438\\n[...]\\n341\\n[...]\\n| 8 | 30/11\\n[...]\\n2026 | $\\n[...]\\n196.91\\n[...]\\n706\\n[...]\\n26 | $433.00 |\\n[...]\\n7 | $4\\n[...]\\n336\\n[...]\\n18 |\\n[...]\\n87 |\\n[...]\\n| 9 | 31/12/2026 | $ 1,231.92 | $2,671.25 | $427.40 | $3,903.17 | $4,330.57 | $90,092.95 |\",\n \"position\": 10\n }\n ]\n }\n}", "tool_call_id": "call_A234pV3asq1uaVelBnbpYrdw" }, { "role": "tool", "content": "{\n \"success\": true,\n \"data\": {\n \"web\": [\n {\n \"url\": \"https://www.argentina.gob.ar/economia/sechacienda/dgsiaf/aplicaciones\",\n \"title\": \"Aplicaciones DGSIAF | Argentina.gob.ar\",\n \"description\": \"1. Inicio\\n2. Ministerio de Economía\\n3. Hacienda\\n4. DGSIAF\\n5. Aplicaciones DGSIAF\\n\\n# Aplicaciones DGSIAF\\n\\n e-SIDIF Sistema Integrado de Información Financiera Internet \\n\\n Firma Digital \\n\\n Bandeja de Firmas \\n\\n Sistema Gerencial (BI) \\n\\n Presupuesto Abierto \\n\\n UEPEX Sistema de Unidades Ejecutoras de Préstamos Externos \\n\\n SIFEP Sistema de Información Financiera para Empresas Públicas, Fondos Fiduciarios, entes excluidos del Presupuesto de la Administración Nacional y Universidades Nacionales. \\n\\n SIRECO Registro de Cuentas Oficiales \\n\\n SICDE Sistema de Captura de Datos Externos \\n\\n SICHE Sistema de Consulta de Información para Sistemas Heredados \\n\\n GESUS Gestión de Usuarios \\n\\n eRecauda Sistema de Recaudación de la Administración Pública Nacional \\n\\n eProv Sistema de Consulta y Seguimiento de Pagos \\n\\n SLU Sidif Local Unificado \\n\\n BUDI Boleta Única de Ingreso \\n\\n Transaf Transmisiones SAF \\n\\n TaCoFOP Tablero de Control de Formulación Presupuestaria \\n\\n## Contacto\",\n \"position\": 1\n },\n {\n \"url\": \"https://argentina.gob.ar/economia/sechacienda/dgsiaf\",\n \"title\": \"Presidencia de la Nación\",\n \"description\": \"1. Inicio\\n2. Ministerio de Economía\\n3. Hacienda\\n4. DGSIAF\\n# DGSIAF\\n[...]\\nDirección General de Sistemas Informáticos de Administración Financiera. Desarrollamos y mantenemos el Sistema Integrado de Administración Financiera (SIAF) y un conjunto de sistemas conexos que dan soporte a la gestión presupuestaria, financiera y contable del sector público.\\n\\n**\\n### **Trámites\\n[...]\\n##### **Accesos disponibles a los Sistemas de Administración Financiera**\\nSe informa que los accesos disponibles a los Sistemas de Administración Financiera sonPortalyContingencia. Se sugiere verificar la versión del Cliente Citrix instalada (las versiones antiguas pueden ocasionar errores en los accesos). La última versión puede descargarse desde el siguiente enlace:www.argentina.gob.ar/economia/sechacienda/dgsiaf/admpublica/acceso\\n**\\n[...]\\n##### **Atención Usuarios de TODOS los Sistemas de Administración Financiera:**\\nEl soporte para TODOS los Sistemas de Administración Financiera se brinda mediante el Sistema de Gestión de ProyectosRedmine DGSIAF.\\nGuía de ayuda para usuarios Redmine DGSIAFDescargar\\n### Ecosistema de Administración Financiera\",\n \"position\": 2\n },\n {\n \"url\": \"https://www.argentina.gob.ar/economia/sechacienda/dgsiaf/tramites\",\n \"title\": \"Trámites | Argentina.gob.ar\",\n \"description\": \"# Presidencia de la Nación\\n\\nPasar al contenido principal\\n[...]\\n1. Inicio\\n2. Ministerio de Economía\\n3. Hacienda\\n4. DGSIAF\\n5. Trámites\\n[...]\\n# Trámites\\n\\n Instrucciones de Acceso \\n\\n Solicitud Acceso Administradores \\n\\n Solicitud para Gestión de Imputaciones de otra Entidad \\n\\n Solicitud Dominio Especial \\n\\n Solicitud Alta Sistema UEPEX \\n\\n Solicitud Acceso Web Services \\n\\n Instructivo Redmine DGSIAF \\n\\n Acceso a Redmine DGSIAF \\n\\nConozca la información necesaria para realizar su consulta\\n\\nScroll hacia arriba\",\n \"position\": 3\n },\n {\n \"url\": \"https://apps.dgsiaf.mecon.gov.ar/daut/\",\n \"title\": \"DGSIAF - Autenticador\",\n \"description\": \"DGSIAF - Autenticador\\n\\nBloq Mayús está activado.\\n\\nIniciar sesión\\n\\no\\n\\nIngresar con GDE\",\n \"position\": 4\n },\n {\n \"url\": \"https://www.argentina.gob.ar/economia/sechacienda/dgsiaf/institucional\",\n \"title\": \"Dirección General de Sistemas Informáticos de Administración Financiera | Argentina.gob.ar\",\n \"description\": \"1. Inicio\\n2. Ministerio de Economía\\n3. Hacienda\\n4. DGSIAF\\n5. Objetivos\\n[...]\\n# Dirección General de Sistemas Informáticos de Administración Financiera\\n[...]\\nDesarrollamos y mantenemos el Sistema Integrado de Administración Financiera (SIAF) y un conjunto de sistemas conexos que dan soporte a la gestión presupuestaria, financiera y contable del sector público con el objetivo de posibilitar efectividad, eficiencia y transparencia del gasto público.\\n[...]\\nNuestros sistemas posibilitan la generación y explotación de información presupuestaria y financiera oportuna, relevante y confiable, y contribuyen al logro de la disciplina fiscal, la eficiencia en la asignación de los recursos, la eficiencia operacional y la transparencia fiscal.\\n[...]\\nSi bien nuestros orígenes y nuestra base de información la constituye el SIAF transaccional, es imprescindible en la actualidad la potencialidad del Sistema Gerencial, el cual brinda la posibilidad de analizar la información existente y provee herramientas de proyección y simulación.\\n[...]\\nProveemos servicios a 118 Organismos de la Administración Pública Nacional distribuidos por todo el país. Nuestros sistemas pueden ser utilizados además por los gobiernos provinciales, encontrándose actualmente operativos en la Provincia de La Rioja y Catamarca.\\n[...]\\nEntendemos que una de\\n[...]\\nclaves para brindar un mejor servicio es el trabajo colaborativo dentro de la propia Administración Pública, es por ello que impulsamos la interoperalibilidad con sistemas de la administración pública como: Locación de Obras y Servicios (LOyS), Gestor de Asistencias y Transferencias (GAT) y CONTRATAR (Jefatura de Gabinete de Ministros), Administración Federal de Ingresos Públicos (AFIP), COMPRAR (Oficina Nacional de Compras), SIGADE (Secretaría de Finanzas).\",\n \"position\": 5\n },\n {\n \"url\": \"https://hoydia.com.ar/economia/el-gobierno-obtuvo-un-nuevo-credito-por-usd-2-000-millones-para-reforzar-reservas-y-cumplir-con-el-fmi/\",\n \"title\": \"El Gobierno obtuvo un nuevo crédito por USD 2.000 millones para reforzar reservas y cumplir con el FMI | 11 de junio de 2025\",\n \"description\": \"El Gobierno obtuvo un nuevo crédito por USD 2.000 millones para reforzar reservas y cumplir con el FMI | 11 de junio de 2025\\n[...]\\n# El Gobierno obtuvo un nuevo crédito por USD 2.000 millones para reforzar reservas y cumplir con el FMI\\n[...]\\n## El préstamo REPO fue acordado con siete bancos internacionales a 28 meses de plazo y con una tasa del 8,25% anual.\\n[...]\\nEl Gobierno obtuvo un nuevo crédito por USD 2.000 millones para reforzar reservas y cumplir con el FMI\\n[...]\\nEl Gobierno nacional acordó este miércoles un nuevo préstamo con siete bancos internacionales por un monto de 2.000 millones de dólares, con el fin de reforzar las reservas internacionales en vísperas de la revisión de metas que el Fondo Monetario Internacional (FMI) realizará en julio.\\n[...]\\nLa operación, realizada bajo la modalidad de “pase pasivo” o REPO, tiene un plazo de 2 años y 4 meses y una tasa fija anual equivalente al 8,25%. Para garantizar el crédito, el Banco Central de la República Argentina (BCRA) entregó bonos BOPREAL Serie 1-D, un título emitido para la reconstrucción económica del país.\\n[...]\\nFuentes del mercado informaron que las condiciones pactadas mejoran las de una operación similar concretada en enero de este año, cuando el Gobierno obtuvo un préstamo por 1.000 millones de dólares con cinco bancos internacionales.\\n[...]\\nEl BCRA explicó que la tasa aplicada resulta de sumar la SOFR (Secured Overnight Financing Rate), la tasa de referencia en dólares publicada por la Reserva Federal de Nueva York, más un margen de 4,50%. Esto implica una reducción de 55 puntos básicos respecto al costo estimado en la licitación anterior.\\n[...]\\nAdemás, la subasta adjudicó el total licitado y amplió la cantidad de contrapartes en comparación con la operación inicial de diciembre de 2024. El vencimiento final del crédito está previsto para abril de 2027, con términos de amortización y repago idénticos a la primera operación.\\n[...]\\nEsta medida integra la Fase 3 del programa económico lanzado en abril último, que incluye la flexibilización del cepo cambiario para personas físicas, y busca fortalecer la posición financiera del país para cumplir con los compromisos asumidos ante el FMI.\\n[...]\\nEl Gobierno continúa así avanzando en la consolidación de reservas internacionales a través de financiamiento externo con mejores condiciones, en un contexto de negociaciones clave para la economía argentina.\",\n \"position\": 6\n },\n {\n \"url\": \"https://diariopanorama.com/noticia/539815/bcra-acordo-prestamo-bancos-internacionales-us3000-millones\",\n \"title\": \"El BCRA acordó un préstamo con bancos internacionales por US$3000 millones - Diario Panorama\",\n \"description\": \"El BCRA acordó un préstamo con bancos internacionales por US$3000 millones - Diario Panorama\\n[...]\\n# El BCRA acordó un préstamo con bancos internacionales por US$3000 millones\\n[...]\\nEl Banco Central (BCRA) acordó con seis bancos internacionales de primera línea un préstamo (repo) de US$3000 millones. La línea de financiamiento es por 372 días y la tasa que pagará es de 7,4% anual.\\n[...]\\nLa operación permite completar los dólares que necesita el Gobierno para cumplir con el vencimiento de US$4200 millones con bonistas, que el Tesoro debe cancelar el próximo viernes 9 de enero. Para hacerlo, el Gobierno también dispone de depósitos del Tesoro por poco menos de US$2000 millones (al 29 de diciembre) y, además, el ingreso de los US$700 millones producto de la privatización de las represas del sur.\\n[...]\\nEl ministro de Economía, Luis Caputo, había anticipado en varias charlas que los bancos internacionales estaban dispuestos a prestarle hasta US$7000 millones a la Argentina a través de un repo.\\n[...]\\nFinalmente, la entidad que conduce Santiago Bausili confirmó este miércoles: “En esta ocasión, el BCRA recibió ofertas por US$4400 millones, superando en aproximadamente 50% el monto licitado. A pesar del elevado nivel de demanda y considerando las proyecciones de fortalecimiento de las reservas internacionales, el BCRA decidió no ampliar el monto adjudicado”.\\n[...]\\nPara preparar el camino hacia esa operación, a principios de esta semana el Tesoro hizo un canje con el BCRA en el que le entregó títulos en dólares. Tal como habían interpretado los operadores financieros, esos bonos se entregaron como parte del acuerdo repo. El mismo BCRA informó en un comunicado que el colateral de esta operación fueron títulos Bonar a 2038 y 2038.\\n[...]\\nAhora bien, dado que fue el BCRA y no el Tesoro el que cerró el préstamo, para que este último pueda disponer de las divisas, tendrá que comprarlas de alguna manera.\\n[...]\\nEl tercer repo de la era Milei\\n[...]\\nLa operación anunciada hoy es el tercer repo que concreta el BCRA bajo la gestión de Javier Milei. En enero de 2025, el organismo había hecho una transacción similar con cinco bancos internacionales, por US$1000 millones, a un plazo final de 2 años y 4 meses y con una tasa anual de 8,8%.\\n[...]\\nEn junio de ese año, en tanto, la autoridad monetaria había cerrado otro repo con siete entidades, por US$2000 millones, a una tasa de 8,25% anual. El vencimiento de este préstamo está pautado para abril de 2027.\\n[...]\\nDurante el gobierno de Mauricio Macri también se habían gestionado repos entre el BCRA y entidades internacionales. Una primera operación se realizó apenas se levantó el cepo cambiario: fueron US$5000 millones, con siete bancos, en enero de 2016. Luego, en julio de ese año, se canceló ese acuerdo y se realizó otro, por US$1000 millones, con dos entidades financieras. En diciembre de 2016 se terminó de cancelar esa segunda línea.\",\n \"position\": 7\n },\n {\n \"url\": \"https://www.argentina.gob.ar/economia/sechacienda/dgsiaf/fondos-rotatorios\",\n \"title\": \"Fondos Rotatorios | Argentina.gob.ar\",\n \"description\": \"# Presidencia de la Nación\\n[...]\\n1. Inicio\\n2. Ministerio de Economía\\n3. Hacienda\\n4. DGSIAF\\n5. Fondos Rotatorios\\n[...]\\n# Fondos Rotatorios\\n[...]\\n##### Habilitaciones de Tarjeta de Compra Corporativa como medio de pago en FR\",\n \"position\": 8\n },\n {\n \"url\": \"https://www.argentina.gob.ar/noticias/portal-aplicaciones-dgsiaf-version-linea-25\",\n \"title\": \"Portal Aplicaciones DGSIAF Versión Línea 25 | Argentina.gob.ar\",\n \"description\": \"# Presidencia de la Nación\\n[...]\\nPortal Aplicaciones DGSIAF Versión Línea 25 (pdf,500.4 Kb)\\n\\n Descargar archivo\",\n \"position\": 9\n },\n {\n \"url\": \"https://www.argentina.gob.ar/economia/sechacienda/dgsiaf/boletin-trimestral-dgsiaf-ii-2021-0\",\n \"title\": \"Boletín trimestral DGSIAF II-2021 | Argentina.gob.ar\",\n \"description\": \"1. Inicio\\n2. Ministerio de Economía\\n3. Hacienda\\n4. DGSIAF\\n5. Boletín trimestral DGSIAF II-2021\\n[...]\\n# Boletín trimestral DGSIAF II-2021\",\n \"position\": 10\n }\n ]\n }\n}", "tool_call_id": "call_gYSLjpKI1sqePGNHfzjOIT0K" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0AemLMjCJaUZIjKsuLIG5gu4a-DzS79Tgh22Zr2R9pKvjEtJMuzc4DtNiTJstWQ78FJbcIv5TiwspqgGXIuHp3qVpMYIXBPhtmYCbE1eZT8F3c7ow7vdIbItnXWJuU5TcGn02DNs_YQXi7pgTKwagp1tuZh3atommsqZ2QyEADvAbVeVT6IOAsuMsz0VhCIMLNxWYoq4HhP-LY0t4JbpG8IrLNCpK3tyQQI6ezRLTjuO_cd9KB5GL94Ev4mC7Ph0wv-r6oPfgFmpQs3Eg6YEy1sBagztGDnGNj2PqEFGDjfQKJDziop0ZVpqFCgf9s1cGz6TaJp2oLVy2L7odJkZKyjOwObEpEGE49Jsi3AO_9XdO7_ZGyODH1Cy3xPQsn_bNRj-JyfbQ7jeVtvrwHd5xZ86k9J2_iLvF8oQAX9nRmiMBNhrlW-b5YdsQJC2jfJunNibW8crCK91xXdin1hXswwrMLjgY1toJO2lG3VH5cCGhcBOMjbHRYcZ6lJEWcGZtmItLEXopJWEI91MDXdXs5IWmpDNP9f7JFR7q7bKL4IPopOeOYgCxR-xt4waxwhh48zVD2fAITstxPA-oaevrIYJiZlJxz_MgopP-MFyy-mF64AUaYyx_z6OxIWzbjbWxlV9CQa0VS9YBUGVQQILW2LRzunElgtt680TJdB2Jl8aOzm0bGorl25IlBk8cRYOMryOmR6-B5HnAAPUHhnJMYzWdqaudb9OvsWN66hA_4yGm1-501T0XrgBMct0LOJRrAmjACNONJyT_v610NczOVM6I6gT3-AGhtV0uhHR1Kf_N2bKSfyyvUhOvdc6tw7KYqtCIIM4kGBm2qt4jRkuowphI-6iIyp1Vx687X80XFPbjgIn9xnxpCsiKO0JjbZbLcMrSdSPsgMn5Pn2--ixqbpTPRQLCxZibb31y6kDDhrISIAhVUjfJBmOstzhKsl1sy2X5R9NChnmwcuVb_9BIIdDcSoJ_lY9bnr-4h4pm1aY2k=", "id": "rs_09593773ce7855dc016a03401d2c5481919b6eeec773529914", "summary": [] } ], "tool_calls": [ { "id": "call_lujySbaZnQnbdBSFmFAvprf4", "call_id": "call_lujySbaZnQnbdBSFmFAvprf4", "response_item_id": "fc_09593773ce7855dc016a03401e6b94819180fae21c45f02aa4", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests\\nfor url in ['https://dgsiaf-repo.mecon.gob.ar/','http://dgsiaf-repo.mecon.gob.ar/','https://www.presupuestoabierto.gob.ar/sici/datos-abiertos','https://www.presupuestoabierto.gob.ar/sici/api/datosabiertos']:\\n try:\\n r=requests.get(url,timeout=20,allow_redirects=True)\\n print('\\\\n',url,'->',r.status_code,r.url,r.headers.get('content-type'),len(r.text))\\n print(repr(r.text[:500]))\\n except Exception as e:\\n print(url,'ERR',e)\\nPY\",\"timeout\":120,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"https://dgsiaf-repo.mecon.gob.ar/ -> 200 https://dgsiaf-repo.mecon.gob.ar/ text/html; charset=UTF-8 10028\\n'\\\\n\\\\n\\\\n\\\\n Sonatype Nexus Repository\\\\n \\\\n \\\\n \\\\n\\\\n\\\\n \\\\n 200 https://dgsiaf-repo.mecon.gob.ar/ text/html; charset=UTF-8 10028\\n'\\\\n\\\\n\\\\n\\\\n Sonatype Nexus Repository\\\\n \\\\n \\\\n \\\\n\\\\n\\\\n \\\\n 200 https://www.presupuestoabierto.gob.ar/sici/datos-abiertos text/html;charset=UTF-8 14836\\n'\\\\n\\\\n\\\\n \\\\n \\\\n\\\\t \\\\n \\\\n Presupuesto Abierto | Sitio del ciudadano - Datos '\\n\\n https://www.presupuestoabierto.gob.ar/sici/api/datosabiertos -> 404 https://www.presupuestoabierto.gob.ar/sici/api/datosabiertos application/problem+json 159\\n'{\\\"type\\\":\\\"about:blank\\\",\\\"title\\\":\\\"Not Found\\\",\\\"status\\\":404,\\\"detail\\\":\\\"No static resource api/datosabiertos.\\\",\\\"instance\\\":\\\"/sici/api/datosabiertos\\\",\\\"properties\\\":null}'\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_lujySbaZnQnbdBSFmFAvprf4" }, { "role": "assistant", "content": "", "reasoning": "**Parsing links with Python**\n\nI need to parse a page for links, and it looks like using Python's regex capabilities is the way to go instead of using grep. I wonder if I should consider any specific patterns to look for, like \"http\", \"https\", or maybe even \"www\"? It seems promising since Python offers more flexibility for string operations. Okay, I'll dive into that and make sure to test my regex thoroughly to catch all the relevant links!", "finish_reason": "tool_calls", "reasoning_content": "**Parsing links with Python**\n\nI need to parse a page for links, and it looks like using Python's regex capabilities is the way to go instead of using grep. I wonder if I should consider any specific patterns to look for, like \"http\", \"https\", or maybe even \"www\"? It seems promising since Python offers more flexibility for string operations. Okay, I'll dive into that and make sure to test my regex thoroughly to catch all the relevant links!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0AqoX-MYaFrVGCYBbkYpCWX3S2QycCC8jabUFBL1JZQyqQ-tUFeSrusEGSDo7RSfskFT83HWz-NPuooWUCAnLcohRxZDTOTZM_s5QIhuRDulCxpazcGolOQJSYGUET5yP_OHnMZF8VjWMXp5AO5lIc54DiuH6oyd-u2Z26bTd2VHR3PHjdq3c0l1nw6UVrwhT_y54Whz4GVECGlX1ISadISjxOnaEYiCFyctxA9HW6HOc1zYEgQC3s6vj5s1mQLxUdiETrKAo9XM8RmHeEKukB6M0H7c5Y6lhGkkVxHCkRa5Hn2mJWpaGM5M5Pz3dLorU_JiEdGznHkFv08O9fdbqnkVmiZlVGNM5w7IBs5YuBOabg-JoRj4v96UykAnEPl4v51wti2WoAHUHOZ4R_PXjfLRRXtrq8wvwF64z2KS0Vke1rKRbX0gKTQa31iDkslBN1YOWFOzrPDTIE1ikJvSED0abGZnVOEjKb0aHJuyqUmxJy0Z9ECUUsTfeqZ4xGSsyKgRXEuo5K5FRj7HzH2hvgP7kSf5_joTwsQhyFLtc2c1yY_1By9tb0bDswbIshhK0saOV-zTmKwFmihDt7wDcG6WXo6qVSq_AQW9kJ-z_MhDEMgsWlYN9jgVezTWnhFQ02za_IPCO9WNKXLxb9AojE_jXYWIRRahOBUNurz9N2zVuJDgj-t6i__pG5IxQ1vpQd2GMZ5qN1D2fJnRUXJc2Hrb7d8LcEA_CHI042tHsa0gC9vehZkA30Bm6eX0OPhmREBJWX4sncR-7Rjgk24xEVMkjiGmvKgCxXF5kCJINuPpRPi9RFHD5_kShWz3CVyL5O96B8-_zg_p5FO1f47HZbFmVpKssEhxJzUvMa0m1GPwItCJW2xcBK59bjqzE3t7ttCb7coTDniUxxkWr_jWPiWqBVesuQZm_QC3cv9bR-BOqMVXQ4ONIte1z_kAyvEYwIwIeuaC9JTXDcIvAQJMscOF16y9D_67zcJWFkW3nFEf8E=", "id": "rs_0fb3f74cd3bd006a016a03402841f081918c2cd5debc13d1e5", "summary": [ { "type": "summary_text", "text": "**Parsing links with Python**\n\nI need to parse a page for links, and it looks like using Python's regex capabilities is the way to go instead of using grep. I wonder if I should consider any specific patterns to look for, like \"http\", \"https\", or maybe even \"www\"? It seems promising since Python offers more flexibility for string operations. Okay, I'll dive into that and make sure to test my regex thoroughly to catch all the relevant links!" } ] } ], "tool_calls": [ { "id": "call_AwAOdC1IZXdRnjjRNRBsgIme", "call_id": "call_AwAOdC1IZXdRnjjRNRBsgIme", "response_item_id": "fc_0fb3f74cd3bd006a016a03402a50c88191b590287abb7445a2", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,re,html\\nurl='https://www.presupuestoabierto.gob.ar/sici/datos-abiertos'\\nr=requests.get(url,timeout=30)\\ntext=r.text\\nprint('len',len(text))\\nfor m in re.finditer(r'href=[\\\"\\\\']([^\\\"\\\\']+)', text):\\n h=html.unescape(m.group(1))\\n if 'repo' in h or 'csv' in h or 'zip' in h or 'credito' in h or 'datos' in h:\\n print(h)\\nprint('\\\\ntext snippets containing credito:')\\nfor m in re.finditer('credito', text, re.I):\\n print(text[max(0,m.start()-200):m.end()+200].replace('\\\\n',' ')[:500])\\nPY\",\"timeout\":60,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"len 14836\\ncss/datos-abiertos.css\\ndatos-abiertos\\nhttps://www.facebook.com/sharer/sharer.php?kid_directed_site=0&u=https://www.presupuestoabierto.gob.ar/sici/datos-abiertos&display=popup&ref=plugin&src=share_button\\nhttps://twitter.com/intent/tweet?url=https://www.presupuestoabierto.gob.ar/sici/datos-abiertos\\ndatos-abiertos\\n\\ntext snippets containing credito:\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_AwAOdC1IZXdRnjjRNRBsgIme" }, { "role": "assistant", "content": "", "reasoning": "**Evaluating page load scripts**\n\nI’m thinking about how the page might load JavaScript, and how I need to extract the scripts or endpoints from it. It seems important to get this information so everything works smoothly. I’ll make sure to approach it methodically, perhaps checking if there are any specific scripts that are crucial for the page’s functionality. It's good to pinpoint what I need to extract for later use.", "finish_reason": "tool_calls", "reasoning_content": "**Evaluating page load scripts**\n\nI’m thinking about how the page might load JavaScript, and how I need to extract the scripts or endpoints from it. It seems important to get this information so everything works smoothly. I’ll make sure to approach it methodically, perhaps checking if there are any specific scripts that are crucial for the page’s functionality. It's good to pinpoint what I need to extract for later use.", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0A1LWOCSeR2fXCRZ3k3-MNv_nSbWfpgOzQJxsVnaJtXCfZcqdUNs76LIvA3B8fuPxfifag3hcYVwbpmBc5IXTbPzNIVijuW7y7JVTXIV-TNBAU7k7Tywka5IuAA6Nz5WF_haPmiKJe7cCvwVvbpSK2pma3L4lXoQlbU2ypQneFQycV_ZL6ZXAn97YtngoTB8FXrbMYX07lnksc2erpnNwWX67rXYA_hd4zbLCPFTc8viPfx4OcyDT4pyRY65M4WPl9mzdCLHndyMafrJMy75-8YbdqXk76HIDy8vj8A_1iYOsZNJAEJ4lsFriNlwJkA6jvfB36p5gIlKzHYwSo1pvYr3LD5qTRM0h7AZlDkHXqry-0jc3vshIsrKKwHyXbAFZ_I3V8ZPy7ur6j6YEKGNBLyKP9_A3Va8BMxC_n-3ZaAJpi1cayYyv9OjnR6eiKthro_e_Sw5kKSTfTIQZpTmomoUVusavwdECPvxYW4KIvaOUzW7FgztWRtOQxmJOyKMOabHHQyCrfifWo5rWPz69jLD0DOHeLG_2K3qYUNciOIkcv-IoLC1qtJ_ZOSAKSEcth_Yeh9vEK0eMmYWvy2rheH4el5DWKwYpa8ra02SPm3Mc-2Wkt6zKhAstjQF-D6h6sTE17CqBhfVnEf4S3VvekuMFDNPD_IWKNt8YwG5QRhkWONAPpNs4G3esB2KuJUoovF_jjTKg7Eo-U3AJx3rXTQiIwxJCBGYWkaeeA-mtKzHyyI2cibyNTBxL6ABC8nX0ruJCjnA0hSoc8BuzTKWWW0hSARVjh7WT1VEjeLI6GTkpkREtvYZH-IZr1Rb27JQoNDx1EKAezB8GsjlFyYlFBksrfyq-vchk37Wjl36ZatcUx4F878at_gngRqIwmrGO_dzQkVvF-UHoF0Vl1OGS0EPkxlXNQ4_YLZAvCnJk0VS3R_Bly5hvV_gc0bMFon3jsUSsUWYR45yvp6OnX1Qyjta847Gp56NpihAq3WCU3bMBA=", "id": "rs_0cce49e8acbed1ea016a03403342908191a9e0977189f7d762", "summary": [ { "type": "summary_text", "text": "**Evaluating page load scripts**\n\nI’m thinking about how the page might load JavaScript, and how I need to extract the scripts or endpoints from it. It seems important to get this information so everything works smoothly. I’ll make sure to approach it methodically, perhaps checking if there are any specific scripts that are crucial for the page’s functionality. It's good to pinpoint what I need to extract for later use." } ] } ], "tool_calls": [ { "id": "call_2TfTaw5ZsCTSQWjChvWzSQbW", "call_id": "call_2TfTaw5ZsCTSQWjChvWzSQbW", "response_item_id": "fc_0cce49e8acbed1ea016a0340355d608191a1dcfb1f3ed6700a", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,re,html\\ntext=requests.get('https://www.presupuestoabierto.gob.ar/sici/datos-abiertos',timeout=30).text\\nfor pat in ['script src','src=','api','json','repositorio','dgsiaf','download','datosAbiertos']:\\n print('\\\\n---',pat,'---')\\n for m in re.finditer(pat,text,re.I):\\n print(text[max(0,m.start()-150):min(len(text),m.end()+250)].replace('\\\\n',' ')[:500])\\n break\\nprint('\\\\nScripts:')\\nfor m in re.finditer(r'<script[^>]+src=[\\\"\\\\']([^\\\"\\\\']+)',text): print(html.unescape(m.group(1)))\\nprint('\\\\nForms/actions:')\\nfor m in re.finditer(r'action=[\\\"\\\\']([^\\\"\\\\']+)',text): print(html.unescape(m.group(1)))\\nPY\",\"timeout\":60,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"--- script src ---\\n\\\"css/poncho.css\\\" /> <link rel=\\\"stylesheet\\\" href=\\\"css/sici.css\\\" /> \\t <link rel=\\\"stylesheet\\\" href=\\\"css/icono-arg.css\\\" /> <script src='https://www.google.com/recaptcha/api.js'></script> </head> <link rel=\\\"stylesheet\\\" href=\\\"css/datos-abiertos.css\\\" /> <body> <header> \\t\\t<nav class=\\\"navbar navbar-top navbar-default border-bottom-amarillo\\\"> \\t\\t\\t<div id=\\\"header\\\" class=\\\"container-f\\n\\n--- src= ---\\nncho.css\\\" /> <link rel=\\\"stylesheet\\\" href=\\\"css/sici.css\\\" /> \\t <link rel=\\\"stylesheet\\\" href=\\\"css/icono-arg.css\\\" /> <script src='https://www.google.com/recaptcha/api.js'></script> </head> <link rel=\\\"stylesheet\\\" href=\\\"css/datos-abiertos.css\\\" /> <body> <header> \\t\\t<nav class=\\\"navbar navbar-top navbar-default border-bottom-amarillo\\\"> \\t\\t\\t<div id=\\\"header\\\" class=\\\"container-fl\\n\\n--- api ---\\net\\\" href=\\\"css/sici.css\\\" /> \\t <link rel=\\\"stylesheet\\\" href=\\\"css/icono-arg.css\\\" /> <script src='https://www.google.com/recaptcha/api.js'></script> </head> <link rel=\\\"stylesheet\\\" href=\\\"css/datos-abiertos.css\\\" /> <body> <header> \\t\\t<nav class=\\\"navbar navbar-top navbar-default border-bottom-amarillo\\\"> \\t\\t\\t<div id=\\\"header\\\" class=\\\"container-fluid\\\"> \\t\\t\\t\\t<div class=\\\"row align-items\\n\\n--- json ---\\n\\n--- repositorio ---\\n\\n--- dgsiaf ---\\ns visualizaciones.\\\" /> <meta name=\\\"author\\\" content=\\\"Ministerio de Hacienda de la Nación Argentina\\\" /> <meta name=\\\"web_author\\\" content=\\\"BI DGSIAF\\\" /> <!-- <link rel=\\\"shortcut icon\\\" href=\\\"/poncho/favicon.ico\\\" /> --> <!-- Nav and address bar color --> <meta name=\\\"theme-color\\\" content=\\\"#0072b8\\\" /> <meta name=\\\"msapplication-navbutton-color\\\" content=\\\"#0072b8\\\" /> <meta\\n\\n--- download ---\\n\\n--- datosAbiertos ---\\n\\nScripts:\\nhttps://www.google.com/recaptcha/api.js\\njavascript/jquery-3.2.1.min.js\\njavascript/bootstrap.min.js\\njavascript/jquery-3.2.1.min.js\\njavascript/bootstrap.min.js\\njavascript/navegador-no-soportado.js\\njavascript/busqueda-recursos-datasets.js\\njavascript/pagination.min.js\\nhttps://www.google-analytics.com/analytics.js\\n\\nForms/actions:\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_2TfTaw5ZsCTSQWjChvWzSQbW" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0BCwil41__myjSDdOgsCOiSk34OIWJbVfz9yBEEPrR6T7kizxlphkcrY1bpcLXsoEik6yjvmhNAzZPwtkIypfbVMFu0tLJQHOTdcIkuPdelQzrsNSg9jU3kK24vkNIP-qUoIXQFKC8PB4K1ZWnhvXyZNsXJQy9XbsVvSaMX8ofrm9cZlV7Pf5iSBpGGS8vc2p-L7w3QRr31qwaOJcImshxtPKxC7gr1mX1O5bhwwpdkI5KWuF-WiiibpFzuWSGeq7yahm2KTKxc_lnDyTladBEDfq7IG5K2v-6fYZG1W2rDu97ryfcplCqYdFOzA-NTtoYubvil52eBgQOzws0z3-q-V18MWDkOSVSgND-48ug_mhEhqYA8j-3LGgaL34T9-wtziWB1BC_ENFrTn69Ecva7PwXUQAh3viviWLLY86pBoH1sXsXajJ0n6iaOXiRm1CPigw0vB_rFBWBHkT5YYZUNc6xQUiiz73TEuAEc-ogpOb9aBb9lNumcTrR6oSfzOb_ib8gjGfXDlHoFufgOS79jwfjiYLXm6SZyOkTgKYAv64J9LezEvPoA9Pmbtpi2rbqKCTFE4KUQtSjz6jHrQ71XhW89rhtg1kEGZPI0sn12bqxQwk0qYlkbfUtU01RLUdI-7OqRhEk-WiuL8eGY95b3qQDNe-ZMjcRj-xiYuyEsZwnPZqM8FIUPhgM0mkdNBsS9dmWOohgYPX8LvPiuoMRcJnVIP8dWc06ho1gyRdmtvZcf2yAAiaOA8gzbPyYPBIJloiRUigjvMQL1pmYx5oVqkzqR0IzImqlfTflSIWgmmVXiRR-PkPMOlMzY8KZBpa-u_FRz723q-ncHb7CuMhYk6lDoRbK8voDTsmxAj_oirNyyqVmFOXElZMqcfr25tsbLdZostBAOtrwHn4tuyc4nzcb5oqr8r03m-P94tQkxpLM=", "id": "rs_031b1e7db48b3a9b016a03403f613081919aac320e7d1ce1ec", "summary": [] } ], "tool_calls": [ { "id": "call_0OLX8Zjdjxn7m3DVdGzJpL81", "call_id": "call_0OLX8Zjdjxn7m3DVdGzJpL81", "response_item_id": "fc_031b1e7db48b3a9b016a03404277bc8191945aa8318b6c98f4", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,re\\nbase='https://www.presupuestoabierto.gob.ar/sici/'\\nfor js in ['javascript/busqueda-recursos-datasets.js','javascript/pagination.min.js']:\\n url=base+js\\n t=requests.get(url,timeout=30).text\\n print('\\\\n---',url,'len',len(t),'---')\\n print(t[:1000])\\n for pat in ['api','dataset','recurso','repo','dgsiaf','datos']:\\n if pat in t.lower():\\n print('contains',pat)\\n for m in re.finditer(pat,t,re.I): print(t[max(0,m.start()-100):m.end()+200][:500].replace('\\\\n',' ')); break\\nPY\",\"timeout\":60,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"--- https://www.presupuestoabierto.gob.ar/sici/javascript/busqueda-recursos-datasets.js len 22643 ---\\nclass SearchDatasetModel {\\n\\n\\tconstructor(datasets) {\\n\\t\\tthis.datasets = datasets;\\n\\t\\tthis.todosLosEjercicios = this.datasets.ejercicios;\\n\\t\\tthis.todosLosOrdenes = [{ id: \\\"relevancia\\\", descripcion: \\\"Relevancia\\\" }, { id: \\\"fechaDeActualizacion\\\", descripcion: \\\"Ultima modificación\\\" }, { id: \\\"nombreRecurso\\\", descripcion: \\\"Nombre Ascendente\\\" }, { id: \\\"nombreRecurso\\\", descripcion: \\\"Nombre Descendente\\\" }, { id: \\\"fechaDePublicacion\\\", descripcion: \\\"Fecha publicación\\\" }];\\n\\t\\tthis.todosLosTemas = this.datasets.temas;\\n\\t\\tthis.todosLasEtiquetas = this.datasets.etiquetas;\\n\\t\\tthis.filtroActualDeTemas = [-1];\\n\\t\\tthis.filtroActualDeEjercicios = [this.datasets.ejercicioActual];\\n\\t\\tthis.filtroActualTextoLibre = \\\"\\\";\\n\\t\\tthis.ordenActual = \\\"relevancia\\\";\\n\\t\\tthis.descripcionOrdenActual = \\\"Relevancia\\\";\\n\\t\\tthis.cantidadDeResultadosActual = this.datasets.distribuciones.length;\\n\\t\\tthis.calcularCantidadDeResutaldosPorTema(this.datasets.distribuciones);\\n\\t\\tthis.calcularCantidadDeDistribucionesPorTema();\\n\\t}\\n\\n\\tgetEjercicioActual(\\ncontains api\\nPage { \\tconstructor() { \\t} \\tobtenerCatalogoSite() { \\t\\tvar $this = this; \\t\\t$.ajax({ \\t\\t\\turl: 'rest-api/catalog/site', \\t\\t\\tdata: {}, \\t\\t\\ttype: 'GET', \\t\\t\\tdataType: 'json', \\t\\t\\tsuccess: function (jsonResult) { \\t\\t\\t\\t$this.cargarBusquedaDataSet(jsonResult); \\t\\t\\t}, \\t\\t\\terror: function (xhr, status) { \\t\\t\\t\\t$this.r\\ncontains dataset\\nclass SearchDatasetModel { \\tconstructor(datasets) { \\t\\tthis.datasets = datasets; \\t\\tthis.todosLosEjercicios = this.datasets.ejercicios; \\t\\tthis.todosLosOrdenes = [{ id: \\\"relevancia\\\", descripcion: \\\"Relevancia\\\" }, { id: \\\"fe\\ncontains recurso\\n: \\\"Relevancia\\\" }, { id: \\\"fechaDeActualizacion\\\", descripcion: \\\"Ultima modificación\\\" }, { id: \\\"nombreRecurso\\\", descripcion: \\\"Nombre Ascendente\\\" }, { id: \\\"nombreRecurso\\\", descripcion: \\\"Nombre Descendente\\\" }, { id: \\\"fechaDePublicacion\\\", descripcion: \\\"Fecha publicación\\\" }]; \\t\\tthis.todosLosTemas = this.dataset\\ncontains datos\\npleEsVacio(filtroMultiple) { \\t\\treturn filtroMultiple[0] == -1; \\t} \\t//private \\tcumpleFiltroMultiple(datosAVerificar, filtroMultipleActual) { \\t\\tvar cumpleAlgunFiltroMultiple = true; \\t\\tvar multipleEsVacio = this.filtroMultipleEsVacio(filtroMultipleActual); \\t\\tif (!multipleEsVacio) { \\t\\t\\tvar filtrosQueCumpl\\n\\n--- https://www.presupuestoabierto.gob.ar/sici/javascript/pagination.min.js len 13278 ---\\n/*\\n * pagination.js 2.1.3\\n * A jQuery plugin to provide simple yet fully customisable pagination\\n * https://github.com/superRaytin/paginationjs\\n\\n * Homepage: http://pagination.js.org\\n *\\n * Copyright 2014-2100, superRaytin\\n * Released under the MIT license.\\n*/\\n!function(a,b){function c(a){throw new Error(\\\"Pagination: \\\"+a)}function d(a){a.dataSource||c('\\\"dataSource\\\" is required.'),\\\"string\\\"==typeof a.dataSource?void 0===a.totalNumberLocator?void 0===a.totalNumber?c('\\\"totalNumber\\\" is required.'):b.isNumeric(a.totalNumber)||c('\\\"totalNumber\\\" is incorrect. (Number)'):b.isFunction(a.totalNumberLocator)||c('\\\"totalNumberLocator\\\" should be a Function.'):i.isObject(a.dataSource)&&(void 0===a.locator?c('\\\"dataSource\\\" is an Object, please specify \\\"locator\\\".'):\\\"string\\\"==typeof a.locator||b.isFunction(a.locator)||c(a.locator+\\\" is incorrect. (String | Function)\\\")),void 0===a.formatResult||b.isFunction(a.formatResult)||c('\\\"formatResult\\\" should be a Function.')}function e(a){var c=[\\\"go\\\",\\\"previous\\\",\\\"next\\\",\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_0OLX8Zjdjxn7m3DVdGzJpL81" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0BLMZV-ghQnx7wpFO3IITBanp6Rvb2lcygwyT94xAMXywq0d5EZlwPHo2U11oUKROANzTAU7w807vW1pJyr03vJr1q3p9kocQz0-K5hcZHm83Rnn1m13ApLs-YcuKFtHM7PJjeNSj0A-xk1UlPNOnm9ClbSUCllGyw3RX_yxY6ah2dl-Llu8H8FBWh70foFgbVcRnHpJi4Vb7pTwXA02IDJjX86BD77Er9Lf4A3fUMK1fbFs3k_JBYwisfPQ8wJsq6bnCvXRoI2WVcS7AAtNo-j1NVBtLx8m9g01G3iki-Yu6sC61muVO1fln4_7EyjLxFOpFPeKD7VFqPzhDT2k2efJQlGxF1Np9qQymoGA7d0GAKRfG62eXoHwjv8L3tG7wlAXcUkiN5kHJTcGFfdRwy2oEKnHaF9V46Ca9uf_R02vSYS4NDnekEvOyRkYG7ondpnNj713sCv9FxWPy68PdjPz0HPwa13z_-gg0qJWxcUGF19KIC0VKdUxDqtGmKHdmcHvhH4kS2UVbxIk2CEn4JSeCB4vt_GA6lfm52cboKCQmfQXWFWBi7tAKJwJMxjkWi9l-i4BE1OWYUfDgWlRHCe9zw9yS08IRFZiLwgkkp1Aw6K945jnqZM2ghA9H2ogzVN4vES1a-BEyLDBCVnNP5RDZDzsPYYn5ilP-Bdy4j9QuwuzriaOfRp0YIgIUEhWy7N4gEfxpWwy8rg31PbYm6YubVwVUAMHMjlFlMqTqpRjnFwr_3oww3iX0YmpGKDqaQKIiwYBUdGkJAD61zb7r9xCi88OTFThvBwUslOWgw5AcU62QMsHx_ADdecd9nGS55wmJKCgVuUF_w8U4DbKqKfbAOMGH5liL9iYkYZH6m7VndJf5tudVxCO-mP8NJREIaLqydc6e0TuqNsYMbyw7s-H09HHFSY1ZSdi5zxZM5PbOWY4saL3t0cHARb1T41oUaL4gN3qU8K-WVPi52iKzQ0tQ==", "id": "rs_00255a5960d7f686016a03404a1ab08191886d39ec0e53f60c", "summary": [] } ], "tool_calls": [ { "id": "call_RfpJyc3cvqNUVmVfzOntUbx9", "call_id": "call_RfpJyc3cvqNUVmVfzOntUbx9", "response_item_id": "fc_00255a5960d7f686016a03404b2f34819198d764cb555fcf91", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,json\\nurl='https://www.presupuestoabierto.gob.ar/sici/rest-api/catalog/site'\\nr=requests.get(url,timeout=60)\\nprint(r.status_code,r.headers.get('content-type'),len(r.content))\\nprint(r.text[:500])\\nif r.ok:\\n data=r.json(); print('keys',data.keys())\\n print('ejercicioActual',data.get('ejercicioActual'), 'ejercicios', data.get('ejercicios')[:5] if data.get('ejercicios') else None)\\n print('n distribuciones',len(data.get('distribuciones',[])))\\n for d in data.get('distribuciones',[])[:3]: print(d)\\n for d in data.get('distribuciones',[]):\\n txt=json.dumps(d,ensure_ascii=False).lower()\\n if 'credito' in txt or 'crédito' in txt:\\n print('\\\\nCRED',json.dumps(d,ensure_ascii=False)[:1000])\\n break\\nPY\",\"timeout\":120,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"200 application/json 2725914\\n{\\\"temas\\\":{\\\"1\\\":{\\\"id\\\":1,\\\"themeName\\\":\\\"Clasificadores presupuestarios\\\",\\\"themeOrder\\\":10},\\\"2\\\":{\\\"id\\\":2,\\\"themeName\\\":\\\"Mapeo Jurisdiccional\\\",\\\"themeOrder\\\":20},\\\"3\\\":{\\\"id\\\":3,\\\"themeName\\\":\\\"Proyecto de Ley de Presupuesto\\\",\\\"themeOrder\\\":110},\\\"4\\\":{\\\"id\\\":4,\\\"themeName\\\":\\\"Total Presupuesto y ejecución de gastos y recursos\\\",\\\"themeOrder\\\":30},\\\"5\\\":{\\\"id\\\":5,\\\"themeName\\\":\\\"Presupuesto de gastos y su ejecución\\\",\\\"themeOrder\\\":40},\\\"6\\\":{\\\"id\\\":6,\\\"themeName\\\":\\\"Estimación de recursos y su ejecución\\\",\\\"themeOrder\\\":50},\\\"7\\\":{\\\"id\\\":7,\\\"themeNam\\nkeys dict_keys(['temas', 'ejercicios', 'ejercicioActual', 'etiquetas', 'distribuciones'])\\nejercicioActual 2026 ejercicios [2014, 2016, 2019, 2018, 1999]\\nn distribuciones 752\\n{'descripcionLarga': \\\"La apertura programática es la unidad formal de asignación de recursos, tiene el propósito de satisfacer demandas de la comunidad en el contexto de una política presupuestaria específica. Expresa la contribución al logro de una o más políticas. n/ Se denomina <b> programa </b> a la categoría programática que expresa un proceso de producción o de provisión de uno o más productos.n/ <b> Subprograma, </b> con esta categoría programática se denota a las acciones presupuestarias cuyas relaciones de condicionamiento se establecen dentro de un programa. Para que un <b> programa </b> pueda contener ''subprogramas'', el centro de gestión del primero tiene que ser divisible en centros de gestiones menores, cada uno de los cuales debe ser el responsable de procesos productivos cuya producción terminal o provisión de bienes y servicios contribuya parcialmente a alcanzar la producción o provisión total del programa. n/ La definición de la categoría programática <b> proyecto </b> no es diferente a la utilizada convencionalmente para definir un proyecto de inversión. Remite a la fase de ejecución del ciclo de vida de un proyecto de inversión, de manera tal que dicha categoría se abre en el presupuesto sólo cuando se tienen que asignar los recursos para dar comienzo a la ejecución de la propuesta de inversión y desaparece cuando el activo fijo producido está en condiciones de generar los bienes o servicios para los que se ejecutó. n/ Las dos categorías de relevancia presupuestaria en que se dividen los ''proyectos'' son, las <b> actividades específicas </b> y las ''obras''. En las primeras se incluyen las acciones necesarias para que la fase de ejecución del proyecto de inversión, esto es, la utilización de los recursos financieros asignados a la categoría programática ''proyecto', sea efectuada oportunamente.n/ La segunda categoría en que se puede subdividir un ''proyecto'' es la categoría programática <b> obra </b>. Los proyectos de inversión pueden desagregarse, por razones técnicas o de ordenamiento en la ejecución, en diversos componentes, los cuales, en una secuencia temporal y de mutua complementación, permiten que, unificados, se cumplan los propósitos del proyecto al conformar la estructura de diseño de la unidad productiva, expresada en el respectivo bien de capital. Se denominará 'obra' a cada uno de esos elementos que asumen una identidad propia como categoría programática si: n/ <ul> <li type='disc'> Constituye una unidad física perfectamente individualizable; </li> n/ <li type='disc'> Puede, por tanto, ser objeto de contratación separada del resto de los componentes;</li> n/ <li type='disc'> Actúa dentro del proyecto como una producción intermedia, esto es, no satisface por sí misma los objetivos o finalidad del mismo. </li> </ul> \\\", 'field': [{'title': 'ejercicio_presupuestario', 'description': 'Ejercicio Presupuestario.', 'type': 'integer'}, {'title': 'servicio_id', 'description': 'Código del Servicio Administrativo Financiero.', 'type': 'integer'}, {'title': 'programa_id', 'description': 'Código del Programa de la Apertura Programática.', 'type': 'integer'}, {'title': 'programa_desc', 'description': 'Descripción del Programa de la Apertura Programática.', 'type': 'integer'}, {'title': 'subprograma_id', 'description': 'Código del Subprograma de la Apertura Programática.', 'type': 'integer'}, {'title': 'subprograma_desc', 'description': 'Descripción del Subprograma de la Apertura Programática.', 'type': 'integer'}, {'title': 'proyecto_id', 'description': 'Código de Proyecto de la Apertura Programática.', 'type': 'integer'}, {'title': 'proyecto_desc', 'description': 'Descripción de Proyecto de la Apertura Programática.', 'type': 'integer'}, {'title': 'actividad_id', 'description': 'Código de Actividad de la Apertura Programática.', 'type': 'integer'}, {'title': 'actividad_desc', 'description': 'Descripción de Actividad de la Apertura Programática.', 'type': 'integer'}, {'title': 'obra_id', 'description': 'Código de Obra de la Apertura Programática.', 'type': 'integer'}, {'title': 'obra_desc', 'description': 'Descripción de Obra de la Apertura Programática.', 'type': 'integer'}, {'title': 'ultima_actualizacion_fecha', 'description': 'Fecha de última actualización del registro.', 'type': 'integer'}], 'nombreRecurso': 'Clasificador presupuestario Apertura Programática', 'descripcion': 'Clasificador de Apertura Programática.', 'urlArchivo': 'https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2014/d-apertura-programatica-2014.zip', 'urlDocumentacion': 'https://dgsiaf-repo.mecon.gob.ar/repository/pa/d-apertura-programatica.pdf', 'temas': [1], 'ejercicios': [2014], 'cantidadDeRegistros': 3693, 'etiquetas': [], 'periodicidad': 'eventual', 'orden': 100, 'frecuenciaDeActualizacion': 'eventualmente', 'fechaDeActualizacion': '5 jul 2015', 'fechaDePublicacion': '7 mar 2016', 'tamanioRecurso': 109506, 'format': 'zip'}\\n{'descripcionLarga': 'Las instituciones son organizaciones públicas sin personalidad jurídica ni patrimonio propio, que integran la Administración Pública Nacional y representan los Poderes (Legislativo, Judicial y Ejecutivo) establecidos por la Constitución Nacional.<br> En lo que hace a la órbita del Poder Ejecutivo, en la ley de Ministerios, se explicitan la organización, funciones y responsabilidades de las distintas áreas del gobierno. En la elaboración del presupuesto un criterio básico de clasificación de los gastos y recursos públicos es el institucional, de modo que se identifican claramente cada uno de los poderes del Estado y dentro de éstos las jurisdicciones, subjurisdicciones y entidades que los integran.', 'field': [{'title': 'ejercicio_presupuestario', 'description': 'Ejercicio Presupuestario.', 'type': 'integer'}, {'title': 'jurisdiccion_id', 'description': 'Código de la Jurisdicción de la Institución.', 'type': 'integer'}, {'title': 'jurisdiccion_desc', 'description': 'Descripción de la Jurisdicción de la Institución.', 'type': 'string'}, {'title': 'subjurisdiccion_id', 'description': 'Código de la Subjurisdicción de la Institución.', 'type': 'integer'}, {'title': 'subjurisdiccion_desc', 'description': 'Descripción de la Subjurisdicción de la Institución.', 'type': 'string'}, {'title': 'entidad_id', 'description': 'Código la Entidad de la Institución.', 'type': 'integer'}, {'title': 'entidad_desc', 'description': 'Descripción la Entidad de la Institución.', 'type': 'string'}, {'title': 'ultima_actualizacion_fecha', 'description': 'Fecha de última actualización del registro.', 'type': 'integer'}], 'nombreRecurso': 'Clasificador presupuestario Institución', 'descripcion': 'Clasificador de Institución.', 'urlArchivo': 'https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2014/d-institucion-2014.zip', 'urlDocumentacion': 'https://dgsiaf-repo.mecon.gob.ar/repository/pa/d-institucion.pdf', 'temas': [1], 'ejercicios': [2014], 'cantidadDeRegistros': 101, 'etiquetas': [], 'periodicidad': 'eventual', 'orden': 700, 'frecuenciaDeActualizacion': 'eventualmente', 'fechaDeActualizacion': '5 jul 2015', 'fechaDePublicacion': '7 mar 2016', 'tamanioRecurso': 2365, 'format': 'zip'}\\n{'descripcionLarga': 'Agrupa el gasto público según la naturaleza de los servicios que las instituciones públicas brindan a la comunidad. Por otra parte, permite determinar los objetivos generales y los medios a través de los cuales se estima alcanzar éstos', 'field': [{'title': 'ejercicio_presupuestario', 'description': 'Ejercicio Presupuestario.', 'type': 'integer'}, {'title': 'finalidad_id', 'description': 'Código de la Finalidad.', 'type': 'integer'}, {'title': 'finalidad_desc', 'description': 'Descripción de la Finalidad.', 'type': 'string'}, {'title': 'funcion_id', 'description': 'Código de la Función.', 'type': 'integer'}, {'title': 'funcion_desc', 'description': 'Descripción de la Función.', 'type': 'string'}, {'title': 'ultima_actualizacion_fecha', 'description': 'Fecha de última actualización del registro.', 'type': 'integer'}], 'nombreRecurso': 'Clasificador presupuestario Finalidad y Función', 'descripcion': 'Clasificador de Finalidad y Función.', 'urlArchivo': 'https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2016/d-finalidad-funcion-2016.zip', 'urlDocumentacion': 'https://dgsiaf-repo.mecon.gob.ar/repository/pa/d-finalidad-funcion.pdf', 'temas': [1], 'ejercicios': [2016], 'cantidadDeRegistros': 30, 'etiquetas': [], 'periodicidad': 'eventual', 'orden': 200, 'frecuenciaDeActualizacion': 'eventualmente', 'fechaDeActualizacion': '10 jul 2017', 'fechaDePublicacion': '7 mar 2016', 'tamanioRecurso': 667, 'format': 'zip'}\\n\\nCRED {\\\"descripcionLarga\\\": \\\"Conjuntos de programas con su asignación financiera y ejecución. Cada fila de este dataset representa la asignación presupuestaria de un programa que atiende a las políticas de género.\\\", \\\"field\\\": [{\\\"title\\\": \\\"impacto_presupuestario_anio\\\", \\\"description\\\": \\\"Año calendario en el cual impactó el Crédito.\\\", \\\"type\\\": \\\"integer\\\"}, {\\\"title\\\": \\\"impacto_presupuestario_mes\\\", \\\"description\\\": \\\"Número del mes en el cual impactó el Crédito.\\\", \\\"type\\\": \\\"integer\\\"}, {\\\"title\\\": \\\"jurisdiccion_id\\\", \\\"description\\\": \\\"Código de la Jurisdicción de la Institución origen.\\\", \\\"type\\\": \\\"integer\\\"}, {\\\"title\\\": \\\"jurisdiccion_desc\\\", \\\"description\\\": \\\"Descripción de la Jurisdicción de la Institución.\\\", \\\"type\\\": \\\"string\\\"}, {\\\"title\\\": \\\"servicio_id\\\", \\\"description\\\": \\\"Código del Servicio Administrativo Financiero.\\\", \\\"type\\\": \\\"integer\\\"}, {\\\"title\\\": \\\"servicio_desc\\\", \\\"description\\\": \\\"Descripción del Servicio Administrativo Financiero.\\\", \\\"type\\\": \\\"string\\\"}, {\\\"title\\\": \\\"programa_id\\\", \\\"description\\\": \\\"Código del Programa de la Ap\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_RfpJyc3cvqNUVmVfzOntUbx9" }, { "role": "assistant", "content": "", "reasoning": "**Searching for URLs**\n\nI need to find the actual URLs for \"credito-diario.\" I'm thinking it might involve something like a repository or a dataset link, specifically the \"credito-diario-2026.zip\" file. So, I'll query the catalog to gather that information. It seems like a structured approach to locate what I want, but I hope I can get the exact files I need without too much hassle. Let's see what I find!", "finish_reason": "tool_calls", "reasoning_content": "**Searching for URLs**\n\nI need to find the actual URLs for \"credito-diario.\" I'm thinking it might involve something like a repository or a dataset link, specifically the \"credito-diario-2026.zip\" file. So, I'll query the catalog to gather that information. It seems like a structured approach to locate what I want, but I hope I can get the exact files I need without too much hassle. Let's see what I find!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0BcjtGJGnHPaa5orf4-am_gCabV7EWK3nt278HlXq-i_5KoHW1ytWWG5YuRcbCo-crsdKJnSLZFNCQYIficwpGJxzgtRrDSjrKYbfPy6XdhcsAuDkFfXkFndX9-fh-WAezAv1Xo_DAD_bgcQoM2jw7jZIhYBHpv19aUYlMOxZN2Tl3rKbKGHRUe7VjyZfjwTZeev1o7Psl8SDCF79FXBoaPbYvZqF6MjtQhENdR-kjd-0ZjkZ7Yo1_PmEw3arVH-56MulzwqNfPWnlZ5dehkCYzepjdd4fjuP_1dmlsJEIaqGo3bGfz3i9JTLh5WhJy4qK2kvlZzSIJsm2SgDKW6R06kGIqMa1-thnbrDS4dq2FgsO4R4bWupCQPddu54ILboIox59CEIfm6ETUREA3zyCboM8NqltbPta1lRPEaHxjGWfI2FaGabv0nhXSAbtG1STphzj9uae8bs-f_0_81SHl0Lvc8yzdGfZPQWi3L2TccU-IPuPYPqAsdstBh3TNiENHWNv89-0rfGhDf9Vxx3OYqrkPEYoD9fGrtPS6xuiBpFHzlLNdK6IEjayB3khobRGKXP2uTRl1YDyhNCx3L49gES6aQuOt-1rGuGpkEibzG93NQ7DY7r6hEoLATw5y54kvrVYENG-IatGrgXvJAcV0geoxmPRSOzvCxaCbv5E9rxiT6Y0ZbpOJbCzr_OwHsWX1ITvFLQyXtyFPyBGxdEElZz1xlB1lLfRIv4QTLBdwKnhrObyOVVHB93hw74xHYEE7ia21mK7r75WWf-JAfiQtJkOa9iR5QhPhxEU-NjyxAjx0BhqjOWphIePumkKB-KX209GMCheo9U1Ebt2PhOMyb2fkHEyrI0eQ-ouo4V_w6i60W4RSRRCIdahw0IZCLScDhNJ-kl6gf7p7-b8xHwtreJL9qm3We0tT6s2n_GP6SPNh9AxvL8Gt7iTLfbU2PepjJsa5FG5ViaHxUZUbDl3CsHwbM_-Pfvei_zXAD4IUWyWibSIxG6k7DUslMIHYK54wubOa5_G-dehEPO8XW6PcZwVS_OJMAkcK2szfDOGkWCfNxaeA9BEy9DO-mNBSmB3UFjiqIClcdfR7nlN5MuM8pw==", "id": "rs_008ca21be4cab23c016a03405991588191ba22f3b13c8a5a81", "summary": [ { "type": "summary_text", "text": "**Searching for URLs**\n\nI need to find the actual URLs for \"credito-diario.\" I'm thinking it might involve something like a repository or a dataset link, specifically the \"credito-diario-2026.zip\" file. So, I'll query the catalog to gather that information. It seems like a structured approach to locate what I want, but I hope I can get the exact files I need without too much hassle. Let's see what I find!" } ] } ], "tool_calls": [ { "id": "call_3k5CG8aSUZR8Bzd6drJGRbh8", "call_id": "call_3k5CG8aSUZR8Bzd6drJGRbh8", "response_item_id": "fc_008ca21be4cab23c016a03405c72908191bf622a01e5587d4d", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,json,re\\nD=requests.get('https://www.presupuestoabierto.gob.ar/sici/rest-api/catalog/site',timeout=60).json()\\nterms=['credito-diario','credito mensual','credito-mensual','crédito diario','crédito','ejecución gastos','presupuesto de gastos']\\nfor term in terms:\\n hits=[]\\n for d in D['distribuciones']:\\n txt=' '.join(str(d.get(k,'')) for k in ['nombreRecurso','descripcion','urlArchivo','periodicidad','frecuenciaDeActualizacion'])\\n if term.lower() in txt.lower():\\n hits.append(d)\\n print('\\\\nTERM',term,'hits',len(hits))\\n for d in hits[:10]:\\n print(d.get('nombreRecurso'),'|',d.get('ejercicios'),'|',d.get('periodicidad'),'|',d.get('cantidadDeRegistros'),'|',d.get('urlArchivo'))\\n# Show 2026 distributions in gastos temas with url containing datasets/2026\\nprint('\\\\n2026 urls containing credito/gasto/pagado/devengado')\\nfor d in D['distribuciones']:\\n if 2026 in d.get('ejercicios',[]):\\n txt=json.dumps(d,ensure_ascii=False).lower()\\n if any(x in txt for x in ['credito','crédito','gasto','pagado','devengado','transfer']):\\n print(d.get('nombreRecurso'),'|',d.get('periodicidad'),'|',d.get('cantidadDeRegistros'),'|',d.get('fechaDeActualizacion'),'|',d.get('urlArchivo'))\\nPY\",\"timeout\":120,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"TERM credito-diario hits 2\\nPresupuesto de gastos y su ejecución detallada - agrupación diaria | [2025] | R/P1D | 1202884 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2025/credito-diario-2025.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación diaria | [2026] | R/P1D | 363215 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip\\n\\nTERM credito mensual hits 0\\n\\nTERM credito-mensual hits 32\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [1999] | eventual | 325452 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/1999/credito-mensual-1999.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2005] | eventual | 409914 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2005/credito-mensual-2005.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2021] | eventual | 540354 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2021/credito-mensual-2021.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2018] | eventual | 575949 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2018/credito-mensual-2018.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2017] | eventual | 589655 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2017/credito-mensual-2017.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2007] | eventual | 486858 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2007/credito-mensual-2007.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2008] | eventual | 511702 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2008/credito-mensual-2008.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2009] | eventual | 545414 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2009/credito-mensual-2009.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2010] | eventual | 562023 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2010/credito-mensual-2010.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2011] | eventual | 579800 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2011/credito-mensual-2011.zip\\n\\nTERM crédito diario hits 0\\n\\nTERM crédito hits 68\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | [1999] | eventual | 61419 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/1999/credito-anual-1999.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [1999] | eventual | 325452 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/1999/credito-mensual-1999.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | [2005] | eventual | 80891 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2005/credito-anual-2005.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2005] | eventual | 409914 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2005/credito-mensual-2005.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | [1995] | eventual | 25064 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/1995/credito-anual-1995.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2021] | eventual | 540354 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2021/credito-mensual-2021.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | [2021] | eventual | 130006 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2021/credito-anual-2021.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2018] | eventual | 575949 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2018/credito-mensual-2018.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | [2006] | eventual | 87925 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2006/credito-anual-2006.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2017] | eventual | 589655 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2017/credito-mensual-2017.zip\\n\\nTERM ejecución gastos hits 0\\n\\nTERM presupuesto de gastos hits 84\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | [1999] | eventual | 61419 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/1999/credito-anual-1999.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [1999] | eventual | 325452 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/1999/credito-mensual-1999.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | [2005] | eventual | 80891 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2005/credito-anual-2005.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2005] | eventual | 409914 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2005/credito-mensual-2005.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | [1995] | eventual | 25064 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/1995/credito-anual-1995.zip\\nProyecto de Ley de Presupuesto de Gastos por Apertura Programatica | [2021] | eventual | 2891 | https://www.economia.gob.ar/onp/presupuesto_ciudadano/archivos/seccion5/pc-proy21-finxaperprog.csv\\nProyecto de Ley de Presupuesto de Gastos por Partida Presupuestaria | [2021] | eventual | 8619 | https://www.economia.gob.ar/onp/presupuesto_ciudadano/archivos/seccion5/pc-proy21-finxobjdelgasto.csv\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2021] | eventual | 540354 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2021/credito-mensual-2021.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | [2021] | eventual | 130006 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2021/credito-anual-2021.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | [2018] | eventual | 575949 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2018/credito-mensual-2018.zip\\n\\n2026 urls containing credito/gasto/pagado/devengado\\nTotal Presupuesto y ejecucion de gastos y recursos | R/P1D | 21 | 12 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/totales-de-presupuesto.zip\\nSerie anual gastos, recursos y PIB | R/P1D | 22 | 12 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/serie_pib_anual.csv\\nSerie anual de gastos por finalidad y función | R/P1D | 22 | 12 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/serie_finfun_anual.csv\\nPresupuesto de gastos y su ejecución detallada - agrupación mensual | R/P1D | 163634 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-mensual-2026.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación diaria | R/P1D | 363215 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip\\nPresupuesto de gastos y su ejecución resumida | R/P1D | 7335 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/resumen-presupuesto-gastos-ejercicio-vigente-2026.zip\\nEstimación de recursos y su ejecución - agrupación mensual | R/P1D | 1485 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/recursos-mensual-2026.zip\\nEstimación de recursos y su ejecución - agrupación diaria | R/P1D | 9938 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/recursos-diario-2026.zip\\nClasificador presupuestario Fuente de Financiamiento | R/P1D | 9 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/d-fuente-financiamiento-2026.zip\\nClasificador presupuestario Institución | R/P1D | 102 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/d-institucion-2026.zip\\nClasificador presupuestario Rubro del recurso | R/P1D | 225 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/d-rubro-recurso-2026.zip\\nMapeo Jurisdiccional | R/P1D | 1564871 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/mapeo-interanual-partidas-gasto-2026.zip\\nEtiquetas de medicion financiera anual | R/P1D | 1 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/etiqueta-medicion-financiero-2026.zip\\nPresupuesto de gastos y su ejecución detallada - agrupación anual | R/P1D | 72486 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-anual-2026.zip\\nEstimación de recursos y su ejecución - agrupación anual | R/P1D | 431 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/recursos-anual-2026.zip\\nClasificador presupuestario Clasificador económico | R/P1D | 82 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/d-clasificador-economico-2026.zip\\nClasificador presupuestario Finalidad y Función | R/P1D | 30 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/d-finalidad-funcion-2026.zip\\nClasificador presupuestario Objeto del gasto | R/P1D | 560 | 10 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/d-objeto-gasto-2026.zip\\nClasificador presupuestario Prestamo Externo | R/P1D | 189 | 12 may 2026 | https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/d-prestamo-externo.zip\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_3k5CG8aSUZR8Bzd6drJGRbh8" }, { "role": "assistant", "content": "", "reasoning": "**Inspecting headers and definitions**\n\nI need to inspect the headers and possibly the field definitions. I'm considering using a URL with a repository for this purpose. Instead of downloading everything, it might be enough to just read the zip headers. This way, I can gather the necessary information without needing to take additional steps or overcomplicate things. It’s a simpler approach that could save time while still getting the data I need!", "finish_reason": "tool_calls", "reasoning_content": "**Inspecting headers and definitions**\n\nI need to inspect the headers and possibly the field definitions. I'm considering using a URL with a repository for this purpose. Instead of downloading everything, it might be enough to just read the zip headers. This way, I can gather the necessary information without needing to take additional steps or overcomplicate things. It’s a simpler approach that could save time while still getting the data I need!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0ByWrSU9RmbIlfB3WdSVaez2MAveGMN9Mzdy3EGzGIXoGR3QzAnNrl2sSlnGd2SeHRnMIIJ21MHnItmfbeVAbtKwqxpuQ8_rwWqwg983uL6VgPe7enAvmM5m7dOXwyYar9WCrhbbOxkbthZ0rLDmaRrNuI_IYF_VgIGXv6v4qJ2YsQzInT5ElbFuZYmrPx2co_bXoq7mLmeHQA5B4a_Vsu9wQ-zVNRv8wFlnOu_S29b2eZlVl-gZ8ZjijJGUiFlVkRQVsB6e3KC4S1O1pxaZdsexEvEDRMHEpgOl-ZmCejrwSZ1N6my0eKgw4zeyRrPvzy-lkGPNYZ3bIljeX-WBxm1JRCwqL3c-nDlkApZ6FHZPZHKqm-hmlSmWStmJ3tivMyLtcSsBfebO0sjyGxRx5Oj_vfyVPyofPLiCjCLRBbK1RDGqeR25NiZScnuZnuXszRwBuCliZuxRyv5Ygvm9wH1GAcHB-2iyDT4rVx_TZgpJV1HknfwuR1MNexh1jcO6MqlCnd6PBxpPr3rhFkJCtXM1A9yWged6GzUvKM5NYfIt0wIJHFw162f9Pf_BD3crjxPzH61HxHwIZA7t3FZ_6z44Pu0nfFpsNA9WRAQZ7tB5QbQR46G5rmG3FGirAd_KX19_9lhZN0F4xKT5qtjinEBRASRxO0ijJPBOiAoli4nXkr4dEqCVzGHezy7svJrkkAmjO4ilJSETajDagiGJmEa3EXrwLaOcKzguhTI2CHWD8uVbExikXQ-onJFFMXo9eCoDp-RkJV0LI-m4GhtJg0MUiMMBOfacBOKUWNviKHNALFd3MKgLdDDcSHj632oukBzo8N8WxHz5EMDjSlYWACreTqEMFMBMAlSZv5OoQFbXEuMOD8OrDT5NTkFzmo6vqFLlqJluron6ZFJTSHVjJSXCKtrBv-iHtBq-s3TNetCalvWf4PNkjB_Rd8vza7apZJ4HgjaU5P4VOIWuS34dD8gV2OVswl_UeGRHXLiCaq_xohRd-qWe-jAtabV6gLg9UcIQq2jVG_DFUHatyiTprQucHSQlzGjoidQ-eZ7ID84wHjclHAs-ToL2-hczj4m1g9T", "id": "rs_024a0a1a1810bce8016a03406fcb54819185592f63ebaa2214", "summary": [ { "type": "summary_text", "text": "**Inspecting headers and definitions**\n\nI need to inspect the headers and possibly the field definitions. I'm considering using a URL with a repository for this purpose. Instead of downloading everything, it might be enough to just read the zip headers. This way, I can gather the necessary information without needing to take additional steps or overcomplicate things. It’s a simpler approach that could save time while still getting the data I need!" } ] } ], "tool_calls": [ { "id": "call_JViKSJgbMRe3rPVYe1JDARx9", "call_id": "call_JViKSJgbMRe3rPVYe1JDARx9", "response_item_id": "fc_024a0a1a1810bce8016a0340728fa481918c4b32d4c9f41a0c", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests, zipfile, io, csv, json\\nurls={\\n'diario':'https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip',\\n'mensual':'https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-mensual-2026.zip',\\n'anual':'https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-anual-2026.zip',\\n'resumen':'https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/resumen-presupuesto-gastos-ejercicio-vigente-2026.zip'\\n}\\nfor label,url in urls.items():\\n print('\\\\n###',label,url)\\n r=requests.get(url,timeout=120)\\n print('status',r.status_code,'bytes',len(r.content),'lastmod',r.headers.get('last-modified'),'etag',r.headers.get('etag'))\\n z=zipfile.ZipFile(io.BytesIO(r.content))\\n print('members',[(i.filename,i.file_size) for i in z.infolist()])\\n name=z.namelist()[0]\\n with z.open(name) as f:\\n text=io.TextIOWrapper(f, encoding='utf-8-sig', newline='')\\n sample=text.read(200000)\\n print('first',repr(sample[:200]))\\n dialect=csv.Sniffer().sniff(sample[:4096], delimiters=',;|\\\\t')\\n rows=list(csv.reader(io.StringIO(sample),dialect))\\n header=rows[0]\\n print('delim',repr(dialect.delimiter),'ncols',len(header))\\n print('header:',header)\\n for i,row in enumerate(rows[1:3]): print('row',i,row[:min(15,len(row))], 'len',len(row))\\nPY\",\"timeout\":300,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"### diario https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip\\nstatus 200 bytes 11070654 lastmod Tue, 12 May 2026 10:32:50 GMT etag \\\"621ab0b368eb3accff5a75d08f5fdc33ad58cf57\\\"\\nmembers [('credito-diario-2026.csv', 337403360)]\\nfirst 'impacto_presupuestario_fecha,impacto_presupuestario_anio,impacto_presupuestario_mes,ejercicio_presupuestario,sector_id,sector_desc,subsector_id,subsector_desc,caracter_id,caracter_desc,jurisdiccion_id'\\ndelim ',' ncols 58\\nheader: ['impacto_presupuestario_fecha', 'impacto_presupuestario_anio', 'impacto_presupuestario_mes', 'ejercicio_presupuestario', 'sector_id', 'sector_desc', 'subsector_id', 'subsector_desc', 'caracter_id', 'caracter_desc', 'jurisdiccion_id', 'jurisdiccion_desc', 'subjurisdiccion_id', 'subjurisdiccion_desc', 'entidad_id', 'entidad_desc', 'servicio_id', 'servicio_desc', 'programa_id', 'programa_desc', 'subprograma_id', 'subprograma_desc', 'proyecto_id', 'proyecto_desc', 'actividad_id', 'actividad_desc', 'obra_id', 'obra_desc', 'finalidad_id', 'finalidad_desc', 'funcion_id', 'funcion_desc', 'inciso_id', 'inciso_desc', 'principal_id', 'principal_desc', 'parcial_id', 'parcial_desc', 'subparcial_id', 'subparcial_desc', 'clasificador_economico_8_digitos_id', 'clasificador_economico_8_digitos_desc', 'fuente_financiamiento_id', 'fuente_financiamiento_desc', 'ubicacion_geografica_id', 'ubicacion_geografica_desc', 'unidad_ejecutora_id', 'unidad_ejecutora_desc', 'prestamo_externo_id', 'prestamo_externo_desc', 'codigo_bapin_id', 'codigo_bapin_desc', 'credito_presupuestado', 'credito_vigente', 'credito_comprometido', 'credito_devengado', 'credito_pagado', 'ultima_actualizacion_fecha']\\nrow 0 ['2026-01-20 00:00:00', '2026', '1', '2026', '1', 'Sector Público Nacional no Financiero', '1', 'Administración Nacional', '1', 'Administración Central', '1', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '0'] len 58\\nrow 1 ['2026-01-20 00:00:00', '2026', '1', '2026', '1', 'Sector Público Nacional no Financiero', '1', 'Administración Nacional', '1', 'Administración Central', '1', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '0'] len 58\\n\\n### mensual https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-mensual-2026.zip\\nstatus 200 bytes 5135956 lastmod Tue, 12 May 2026 10:31:08 GMT etag \\\"3792e07f6b3cedd32836270f81c9ec0ff78893e7\\\"\\nmembers [('credito-mensual-2026.csv', 150623227)]\\nfirst 'impacto_presupuestario_anio,impacto_presupuestario_mes,ejercicio_presupuestario,sector_id,sector_desc,subsector_id,subsector_desc,caracter_id,caracter_desc,jurisdiccion_id,jurisdiccion_desc,subjurisdi'\\ndelim ',' ncols 57\\nheader: ['impacto_presupuestario_anio', 'impacto_presupuestario_mes', 'ejercicio_presupuestario', 'sector_id', 'sector_desc', 'subsector_id', 'subsector_desc', 'caracter_id', 'caracter_desc', 'jurisdiccion_id', 'jurisdiccion_desc', 'subjurisdiccion_id', 'subjurisdiccion_desc', 'entidad_id', 'entidad_desc', 'servicio_id', 'servicio_desc', 'programa_id', 'programa_desc', 'subprograma_id', 'subprograma_desc', 'proyecto_id', 'proyecto_desc', 'actividad_id', 'actividad_desc', 'obra_id', 'obra_desc', 'finalidad_id', 'finalidad_desc', 'funcion_id', 'funcion_desc', 'inciso_id', 'inciso_desc', 'principal_id', 'principal_desc', 'parcial_id', 'parcial_desc', 'subparcial_id', 'subparcial_desc', 'clasificador_economico_8_digitos_id', 'clasificador_economico_8_digitos_desc', 'fuente_financiamiento_id', 'fuente_financiamiento_desc', 'ubicacion_geografica_id', 'ubicacion_geografica_desc', 'unidad_ejecutora_id', 'unidad_ejecutora_desc', 'prestamo_externo_id', 'prestamo_externo_desc', 'codigo_bapin_id', 'codigo_bapin_desc', 'credito_presupuestado', 'credito_vigente', 'credito_comprometido', 'credito_devengado', 'credito_pagado', 'ultima_actualizacion_fecha']\\nrow 0 ['2026', '1', '2026', '1', 'Sector Público Nacional no Financiero', '1', 'Administración Nacional', '1', 'Administración Central', '1', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional'] len 57\\nrow 1 ['2026', '1', '2026', '1', 'Sector Público Nacional no Financiero', '1', 'Administración Nacional', '1', 'Administración Central', '1', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional'] len 57\\n\\n### anual https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-anual-2026.zip\\nstatus 200 bytes 2371139 lastmod Tue, 12 May 2026 10:33:23 GMT etag \\\"53a0f6ffc7bcfb707088faf90987c27318bed521\\\"\\nmembers [('credito-anual-2026.csv', 67072049)]\\nfirst 'impacto_presupuestario_anio,ejercicio_presupuestario,sector_id,sector_desc,subsector_id,subsector_desc,caracter_id,caracter_desc,jurisdiccion_id,jurisdiccion_desc,subjurisdiccion_id,subjurisdiccion_de'\\ndelim ',' ncols 56\\nheader: ['impacto_presupuestario_anio', 'ejercicio_presupuestario', 'sector_id', 'sector_desc', 'subsector_id', 'subsector_desc', 'caracter_id', 'caracter_desc', 'jurisdiccion_id', 'jurisdiccion_desc', 'subjurisdiccion_id', 'subjurisdiccion_desc', 'entidad_id', 'entidad_desc', 'servicio_id', 'servicio_desc', 'programa_id', 'programa_desc', 'subprograma_id', 'subprograma_desc', 'proyecto_id', 'proyecto_desc', 'actividad_id', 'actividad_desc', 'obra_id', 'obra_desc', 'finalidad_id', 'finalidad_desc', 'funcion_id', 'funcion_desc', 'inciso_id', 'inciso_desc', 'principal_id', 'principal_desc', 'parcial_id', 'parcial_desc', 'subparcial_id', 'subparcial_desc', 'clasificador_economico_8_digitos_id', 'clasificador_economico_8_digitos_desc', 'fuente_financiamiento_id', 'fuente_financiamiento_desc', 'ubicacion_geografica_id', 'ubicacion_geografica_desc', 'unidad_ejecutora_id', 'unidad_ejecutora_desc', 'prestamo_externo_id', 'prestamo_externo_desc', 'codigo_bapin_id', 'codigo_bapin_desc', 'credito_presupuestado', 'credito_vigente', 'credito_comprometido', 'credito_devengado', 'credito_pagado', 'ultima_actualizacion_fecha']\\nrow 0 ['2026', '2026', '1', 'Sector Público Nacional no Financiero', '1', 'Administración Nacional', '1', 'Administración Central', '1', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '312'] len 56\\nrow 1 ['2026', '2026', '1', 'Sector Público Nacional no Financiero', '1', 'Administración Nacional', '1', 'Administración Central', '1', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '312'] len 56\\n\\n### resumen https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/resumen-presupuesto-gastos-ejercicio-vigente-2026.zip\\nstatus 200 bytes 193099 lastmod Tue, 12 May 2026 10:31:18 GMT etag \\\"e7e7b32305f1033c332949031b28f335fc192d84\\\"\\nmembers [('resumen-presupuesto-gastos-ejercicio-vigente-2026.csv', 3618346)]\\nfirst 'caracter_desc,jurisdiccion_id,jurisdiccion_desc,subjurisdiccion_id,subjurisdiccion_desc,entidad_id,entidad_desc,servicio_id,servicio_desc,programa_id,programa_desc,finalidad_id,finalidad_desc,funcion_'\\ndelim ',' ncols 31\\nheader: ['caracter_desc', 'jurisdiccion_id', 'jurisdiccion_desc', 'subjurisdiccion_id', 'subjurisdiccion_desc', 'entidad_id', 'entidad_desc', 'servicio_id', 'servicio_desc', 'programa_id', 'programa_desc', 'finalidad_id', 'finalidad_desc', 'funcion_id', 'funcion_desc', 'inciso_id', 'inciso_desc', 'principal_id', 'principal_desc', 'clasificador_economico_2_digitos_id', 'clasificador_economico_2_digitos_desc', 'clasificador_economico_3_digitos_id', 'clasificador_economico_3_digitos_desc', 'fuente_financiamiento_id', 'fuente_financiamiento_desc', 'credito_vigente', 'credito_comprometido', 'credito_devengado', 'credito_pagado', 'ultima_actualizacion_fecha', 'ejercicio_presupuestario']\\nrow 0 ['Administración Central', '1', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '312', 'Honorable Senado de la Nación Argentina', '16', 'Formacion y Sancion de Leyes Nacionales', '1', 'ADMINISTRACION GUBERNAMENTAL', '1', 'Legislativa'] len 31\\nrow 1 ['Administración Central', '1', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '0', 'Poder Legislativo Nacional', '312', 'Honorable Senado de la Nación Argentina', '16', 'Formacion y Sancion de Leyes Nacionales', '1', 'ADMINISTRACION GUBERNAMENTAL', '1', 'Legislativa'] len 31\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_JViKSJgbMRe3rPVYe1JDARx9" }, { "role": "assistant", "content": "", "reasoning": "**Evaluating denominator issues**\n\nI need to examine the annual denominator zero issue and run queries to check for zero counts. Maybe it would be good to compare daily rows with an annual vigente and see if the monthly values hold up. I’ll confirm this by calculating stats. The data isn’t too heavy at 337MB compressed to 11MB, so Python streaming should be fine. I’m considering using SQLite to read via CSV, especially since daily `credito_vigente` often shows zero for paid movements.\n**Verifying daily payments**\n\nI need to confirm that the daily `credito_pagado` reflects the amount paid on that specific date for the budget line, rather than being cumulative. I should validate this by summing the daily figures to see if they equal the monthly totals. To test this out, I'll select a key row and compare the sums since that row contains the \"impacto_presupuestario_fecha.\" The daily CSV from 2026 is compressed to 337MB and has 363k records, likely including daily changes in budget execution.\n**Analyzing payment data**\n\nI'm working on some data analysis where each row shows daily amounts, and then I also have annual totals. I need to compute a sample where daily payment sums equal annual payments. However, I noticed that the annual denominator might be zero for daily rows because the `credito_vigente` only records daily adjustments. It's interesting to verify whether positive daily payment rows might have a zero `credito_vigente`. There’s a need to sum daily amounts across the key compared to annual totals. I'll need to capture all relevant dimensions to ensure accuracy.", "finish_reason": "tool_calls", "reasoning_content": "**Evaluating denominator issues**\n\nI need to examine the annual denominator zero issue and run queries to check for zero counts. Maybe it would be good to compare daily rows with an annual vigente and see if the monthly values hold up. I’ll confirm this by calculating stats. The data isn’t too heavy at 337MB compressed to 11MB, so Python streaming should be fine. I’m considering using SQLite to read via CSV, especially since daily `credito_vigente` often shows zero for paid movements.\n**Verifying daily payments**\n\nI need to confirm that the daily `credito_pagado` reflects the amount paid on that specific date for the budget line, rather than being cumulative. I should validate this by summing the daily figures to see if they equal the monthly totals. To test this out, I'll select a key row and compare the sums since that row contains the \"impacto_presupuestario_fecha.\" The daily CSV from 2026 is compressed to 337MB and has 363k records, likely including daily changes in budget execution.\n**Analyzing payment data**\n\nI'm working on some data analysis where each row shows daily amounts, and then I also have annual totals. I need to compute a sample where daily payment sums equal annual payments. However, I noticed that the annual denominator might be zero for daily rows because the `credito_vigente` only records daily adjustments. It's interesting to verify whether positive daily payment rows might have a zero `credito_vigente`. There’s a need to sum daily amounts across the key compared to annual totals. I'll need to capture all relevant dimensions to ensure accuracy.", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0ClKls_Fw6vZa-Ib0jsXcBoo0Ms75T2GuNNdjvEJNhTPY7Mi7KyFdjPiGUO5J1nZXXnBzvyf7FPxzyg34C4LyEnIc_hdAjyV6dzaL8BFiObtl0YJEpHt9CYxNjpq-ATva98L5WFwvstYVI8Hkis6Y0nTdplpV-NjXrR9NvTL75msM2nMrQDZlt6gbnF8FmjxZ9Kzjut8L6Wiu10ceo4UATIqn5dplcsqbnB6DhNVb0AlgqMQZSM2Xt0PtpA57FlgsqVTj1ywFHDMdCnLzVNBXS_1_56DrwA8AEWFUXGrT5MdoxFWt3orOZs14kEMRnCiErTYq9tYyqgBDobAwg8NFIuKZna7Jqat-Rdsmt7YpL43z5AbSeL0Ht2iNTVg6jymjkhPuEGDWc8nkEj8_uIx55WrHRg8qFOObG32-CmpDPn7cey5NUR-bftTUoQnNaG-zlUcPswYGwzrCJONOel4KZpIg_LE1ekuzGMEVRXYvS1ce7fNjI9pLAkLxSeMwvuA46ivv9D0A-_AG0epgvtxfy4jImAVY5-J1_ggLwXU1q4Gm-SvF9k8nnmIkxY0xJn30ELrnK524aSu-Fj72_wRoszIb9dCfFUhYBtqGLemPqXG6aK20jUElLUh2A24WGmQGosBk3vkmjJbVzKOrlbLwiV8iuwAwNxDUcVHO81bAiGuQNzLonDZmT-W-K47IfAEHrSg_tqYrGmDPp8K-6R2Pjmntf9CC9kQlsJZ96SWs6o0q3vwRuoIHM7pAzcZ8cQmCvmEDgXfLp34G15KdpVEX0alUwN0wEJJfX2E6pblw1T_S1dOp0YLoxws6odn80xQYP0xfm9PYV828JczmTkxf9JL6hg1bBJAEzHQzqo-W338fwxFottlZ7wiLBzVvPOYVuU9Hw0mtuKoGLNAW5QEa9yO3fd2wcXXXJvTLzEVO15I23eItYdnlBBynkn-KBkwBKSWcHAVE0iVpBTMqz6nER_ytkNOMjB0a0NseIGx09qHDfhxLYO0ybJDkeyPfRNXy0dLFZ1Tt11YexZ2UeLLxG4LDk9gNz9FEfHONDOzXdu2a-N8yjUNO2OmKClP40Uvl9CBGkKFU_uOYbbU4TVEL9rwXIP3Kni9IIw1ZdZtx0BUqHdsxHQn7W9ImrhxOU2kvK984GYiGzm-pzhlh2UBX-P-06D_7vIoBEIQS7ZWqjqGc-ms57H00EP-q2xQK9BraA8p6Z_OlgPZIvPi5nFsr71hH9UrE2uqIJ70sKEBryWz6KFZs0xaB7Zw6m0TpfzXkS4Q0iSj-BGgadl-dU814241nrqZLD8CSVjKmCKOXN90CVsmZx7hOLuTCcxSBRkZhmgMb_U0Jhw7IyJzNgI3ulrh19lk0teWP6BETAYlEpkKUYQxok0-Zhyw2b6rZEOugOLoI8nq7ZhrIzP_NrWaJDArMOEFML_YCdKZb06bhhLDeh7oJ0j_kfPccH6rBmcKoi0Xl5dCvdcZ1Hbpb1ljGViZUUa0mOlTKE1FH1bR7c5ZUJih-uGTsPET00tcRvXrij1f5G_ARDijMqn8JcuP_lN3ZW8yceiG4Xt7fiPfOEXOAJ6-c41caGdGcQ2x0qe0CkOaQ2lPnRakHdVT5AyodqvDWZgTTsUU2XsHKi2hP_9ivi9hgCRR0V-LZ3_UQc9ZY7vL_lX5vhivdF3dRQocZqybtyNi936T-w8rMR_fasW4Xp-gJ3Se_cUcBL3iHYuff10dp44H0GuEyr8_JLvXUNk78f2DG2PYpsyWatHIg4zTDQrbjkBixeJgt4hcvxeqdkCaMJ4uU-utdzVbjlkVsTxdZBP2UXqusQEryMlIJ-nma6orkErBLqSb5cdDyp1-iTxUyghODrMc1Wcu61rtc72NDPa6tUHNXfNCo_BTJ85NfpKNjH-oF28oL-8FIoEhXDlu4zZX2DOeha5XBCl5hyomSExKGzk49y_cM3niN6GjaehnxM_TUe-ZrRlmBjI_IeFd0K7WXLkgI6pJ_sZ9RFVhi7DnKvbk0nfp1XLfIVubFgRAyxopn_DSVug6qJOMIqnf0kxCXWOpljgZIkrht3ilFqKr2zAVWcGQpLp8IFYeGMbCTNfweKsaosbYhJcPjKciMMyYEQ8_0-7MlJCOF_8LhgBmsPC_ZnWeiFi3tZ8YM1iYK7J3wqAYibX_uX02dOcLFkL2IikJH-ZGc98NvyOsOx4pi_PRYY6N0yBCJsuCWUsR1ApXC261HpAUvDiSKvcSS69vWjL4AOqK9bU1PQTgQARSuIUHP64_d9ixUMwyxks1ff6rOvxgUGI40jHpaFdT8stAxN1C2hAgXOLEgGxwbyLZyCRCCvJQVVjYU1nGgsD08toKnYuohPCkJNb8Oy6hKYjVMRAwNRiyfFE-2C3TuiSRASg-00wouf273hMpGoklVzDGNn-RBBrzS3Adg5sIsH0hHKx6SvTBCyQlHFfwQsSfFR7VlczU9NAyhZlck8JdJ4usqexV-3-vKcAn3YYB-EW1h6QOLFLSDv1Xjq9rC7e-O5mtQjnG--CFN8TdtgBfRUbU6i4-7o6Hr4exXFNi7l4TTjkokVJdG3BiSDPsuAnxzJJTz1XYp7UV6xkajRRx5dA88DWTcoXtM6Tha8Vobe1q4X8Xu5UOeo2chgilHbygjiajcrVzrnk4q9SqG9DECRLRKlW1qqInK3v-1cFBksVYAupxEWH2MVEAEsxc0K1IrodegeRXsxrzbDgyDYbwA0WcSA8BC-Q6LrH8wZVAysnKFT7xQvaFmGco1y6CZ2QHL1dDtMqxK5a7RRxlCf4CDf_DQfWla9pNZbyByynXaO1Rf8R-aYctSgxwaDjD1VqZxJLcpsDE4GJNPBddTtTjlq_ZnK-cdi-H9vufDQ1tTyzCj6QUOlzQTAsT0wef23n3qzRrFWAFfoe-mQVfiigzXZi54908aCR0ioIGYzKQcmL7y-5xZ-MVk6vshCM_YVIXp7Vf5bSHIZFPLyH2eJnIyTFYsR7GBCwslIIYb_35Izu85jFJRwbfQDBKd1LyGdTxodMepej_YX_36ajGkWlkqMEn0ItM3wM-atqHqETDLihc1c1_RpQSpuFYdMjf38YdFevY5IHHGl8gS63G5eDWsNxaw0UgvdkHPh_UZRAzPqP7obKQbgRPFFZ1FTqa_NwkxlQElt2CrkYOzE8e5yLOWakDkquCi54ULXmvS9XteH6TRy2ziMda5yoNLPi5Ndl-6RX-oU9YJzT6EgHZ72iTySjyiF7fV06KdE3QxaXObFa-hJ6okT7O0FBw_gdoNE-iD8Adf6K1NZ_CCJIaXKmxdP7PV0XttyAUl_8XM4JoUJVoCvnul1aKyxUC1wSLgTWB_Z3NNY5hiG7Rm5MbW6c-s-KkN3B7MfoVXXsLKAuthpoiAKIzO_N8eC2-PfX5op29GcWGUzmtSxF0SgDCYeYJdCpg2urA3R9hjdYwjJk0LZ5ljXs8hxAdxFTqhHFnv3dQPzRbnl7BuctywL5qkZyFCkPR9aafgF1V9xkaXXRpPI-q7ToQ_-ZH-twB5pDK7dsQEDNoT_c_5utCnVYO4-7gw6p0inW1Dc19HcHR8rEdS2eR-qkQz2SW6G_j4DD8A1hC2UMlzLz5h9Sx-nFoduXpBNuEQ8S24oPTKPG4mh7XrllprhstkiHqt1PQ3vOGgJ-c9OnRz2QRlwNN9rU-u0xTG0oWsmfwJZjf_LE6oR97rPC3naluaygeatTFit1rgqalxAUwvSurWyxoTg1RfztIR5u15qSsxp4tgXPNmcDT2b4EXX_twx--IShPGBXCSzc1Fmx0om4fgO7BR4ZBk5SXYquETqgintgKf2oZXF7Ugct6Wm4zJlRnEFzNKaqeYF4_ObofSOm8lWW51hARCx_iIvRNbnxb6tcz0k3xTNYxT9ljloRRetxtaKWvBPDIPYVPQlDGHmAnxfi3MZPiLkvhKHVWZoJpndfMoOzNLVL6jyrRnrox3HKbRT3_Fjxpg7hCcghqwgbfmjNoQ6VdG4mkhSPV2QzI6JSeqDQJMWCGVBTzXmG8KQkNhRtGSmWnnZMQMfQINZNOqVV9BAEzsh_BA7lzaFksE0seZXGppExHWspEt_BOMCN2aIPB34BumAIzgJO00bVIj4kznCBtZnSXHon8kbaWpFxXhsj-C7782D3JT_sI5NsK5gtelSPLcHMOdyydgkWR6kk2GRBzZRpX2QSQDVO21e-6DLw2iQ4CNXCAz8dEEAzT0Xqm-cxvqEdqy-7LQP7SNluxFQ0I3lHoOdUOa4rdrcwLWdB2aiHgwyDKAxWzjNjqWrbWONF0En6aV4mwOGVsaNh0bIg_jZp0psiW1JehvmBtkSI0r1NxW3_vj8vndevF_XekP94PpEn-aOhaWjiypIX3bSeWhrYR2HJgGyMjdK6yzySOwhvcJZZ_0ct2Fl-siYe9b86hnBcxklgpBi7FYCb3bOL21-D3IakKqFuM8_gLB8sLxr47ryakZa6gS9RT1WyvB8Z-HItfqJYpPSJOhoLLDKNNWxTitQSWDIsMec82Vz8R8XhOv5qiVnbY2blf3oeUbq-UUTc_dUlOkp4OapA_qeLGvQhQVoCUbFmTcU1sv4if2ylh-_rrcGFYd6PB1gqRxlE0mFdNiby18y7t7O0kZliRgxhX8LCILgQq5NOJdf6aJ-ap_TFYyxRRihW1oi4Uz6MEx2NY-hwBzdrloiaC9CUiYz2CVKewWS9pA0IA-zK9AF-aOAx8LQTmNKFTkopVq9Y_txtNZF7MaRrdhSbQhwDxDQxgkWVU1TYLckddHUY7uEJDAv_CrjCUsNl1YyxKY-xhyinssIRvZ_oja4TEqq1zphUOatg9hYSP0OO3mKxn-PqqK7N70dB1cyfozfhrswpC2_DsELzV5bIuE2Pm65RRVnJ9B_VE3cKn6VhIdjuPBHf5XsP8B41pifO3xDEg2SXuzBcRLvNGrS1a0SE6HcfmiYXfRJElZeVNcxRtaAqDmiRZHENCRUwcOTFUMlDwxZdfPEgQJw2zDUQ5CL7bhmk9CbwYB9pvKOJtXR6UlZPQQwTPSF4TCioxlk4JCRpej3HcNmiGNBFpKAr4Z4VZqhDCNtl2RfP5IcYIJYajmu6FTMe_vi_SIr9ZAdwFiaWvynN0Lpe32P1DBRXN8sqTvgWJyswpwTONbQ9evRlDxzZWEAFLs4jwz1Tt5Z9jvV4l-yVYfuig5tziTiD3LhtBT4gld-oq7EU_ffVi5jVmbdiHd6YrkjqJKNGlmVaWnMuYSlN1fGwOZGpfdGPBGf2T63Bogh-hd2tRDKct6IFMZtblESHBSQjH5QDDbNj2MFVZVePdHPI_y_fbA7Ju8ZFBVxu3E3DBTvZ3aPk1N1w-Be1foo0Zw4yV5kogHY1zLcydZ5OUzHo6yop2e5J4ML71C1iORU=", "id": "rs_0b1952f66db6a27a016a03408ca36081919dc3e8a4429fbf51", "summary": [ { "type": "summary_text", "text": "**Evaluating denominator issues**\n\nI need to examine the annual denominator zero issue and run queries to check for zero counts. Maybe it would be good to compare daily rows with an annual vigente and see if the monthly values hold up. I’ll confirm this by calculating stats. The data isn’t too heavy at 337MB compressed to 11MB, so Python streaming should be fine. I’m considering using SQLite to read via CSV, especially since daily `credito_vigente` often shows zero for paid movements." }, { "type": "summary_text", "text": "**Verifying daily payments**\n\nI need to confirm that the daily `credito_pagado` reflects the amount paid on that specific date for the budget line, rather than being cumulative. I should validate this by summing the daily figures to see if they equal the monthly totals. To test this out, I'll select a key row and compare the sums since that row contains the \"impacto_presupuestario_fecha.\" The daily CSV from 2026 is compressed to 337MB and has 363k records, likely including daily changes in budget execution." }, { "type": "summary_text", "text": "**Analyzing payment data**\n\nI'm working on some data analysis where each row shows daily amounts, and then I also have annual totals. I need to compute a sample where daily payment sums equal annual payments. However, I noticed that the annual denominator might be zero for daily rows because the `credito_vigente` only records daily adjustments. It's interesting to verify whether positive daily payment rows might have a zero `credito_vigente`. There’s a need to sum daily amounts across the key compared to annual totals. I'll need to capture all relevant dimensions to ensure accuracy." } ] } ], "tool_calls": [ { "id": "call_OBlaAveGkQ9DH05WVcSvYqaU", "call_id": "call_OBlaAveGkQ9DH05WVcSvYqaU", "response_item_id": "fc_0b1952f66db6a27a016a0340a582dc81918d85dd4fcb953de8", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,zipfile,io,csv,collections,decimal,math,time\\nfrom decimal import Decimal\\nurl='https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip'\\nr=requests.get(url,timeout=120)\\nz=zipfile.ZipFile(io.BytesIO(r.content)); name=z.namelist()[0]\\nwith z.open(name) as f:\\n text=io.TextIOWrapper(f,encoding='utf-8-sig',newline='')\\n rd=csv.DictReader(text)\\n n=pay_pos=pay_pos_vig_zero=vig_nonzero=vig_zero=0\\n samples=[]\\n dates=collections.Counter(); lastupd=collections.Counter()\\n inc_trans=collections.Counter(); principal=collections.Counter(); parcial=collections.Counter()\\n sum_pay=Decimal(0); sum_vig=Decimal(0)\\n for row in rd:\\n n+=1\\n pay=Decimal(row['credito_pagado'] or '0'); vig=Decimal(row['credito_vigente'] or '0')\\n sum_pay+=pay; sum_vig+=vig\\n if vig==0: vig_zero+=1\\n else: vig_nonzero+=1\\n if pay!=0:\\n pay_pos+=1\\n if vig==0:\\n pay_pos_vig_zero+=1\\n if len(samples)<3: samples.append({k:row[k] for k in ['impacto_presupuestario_fecha','jurisdiccion_desc','servicio_desc','programa_desc','inciso_id','inciso_desc','principal_desc','parcial_desc','ubicacion_geografica_desc','credito_vigente','credito_pagado','ultima_actualizacion_fecha']})\\n dates[row['impacto_presupuestario_fecha'][:10]]+=1\\n lastupd[row['ultima_actualizacion_fecha']]+=1\\n if row['inciso_id']=='5':\\n inc_trans[row['ubicacion_geografica_desc']]+=1\\n principal[(row['principal_id'],row['principal_desc'])]+=1\\n parcial[(row['principal_id'],row['principal_desc'],row['parcial_id'],row['parcial_desc'])]+=1\\n print('rows',n,'pay_nonzero',pay_pos,'pay_nonzero_and_vig_zero',pay_pos_vig_zero,'pct',float(pay_pos_vig_zero/pay_pos*100) if pay_pos else None)\\n print('vig_zero rows',vig_zero,'vig_nonzero',vig_nonzero)\\n print('sum daily pay',sum_pay,'sum daily vigente impacts',sum_vig)\\n print('date range',min(dates),max(dates),'n dates',len(dates),'top lastupd',lastupd.most_common(3))\\n print('samples pay+vig0')\\n for s in samples: print(s)\\n print('transfer principal top',principal.most_common(10))\\n print('transfer parcial top',parcial.most_common(10))\\nPY\",\"timeout\":600,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"Traceback (most recent call last):\\n File \\\"<stdin>\\\", line 16, in <module>\\ndecimal.InvalidOperation: [<class 'decimal.ConversionSyntax'>]\", \"exit_code\": 1, \"error\": null}", "tool_call_id": "call_OBlaAveGkQ9DH05WVcSvYqaU" }, { "role": "assistant", "content": "", "reasoning": "**Parsing numeric values**\n\nI’m inspecting some numbers, particularly focusing on empty quoted values like \"0,0\". It seems I need to ensure robust parsing by using methods to strip and replace where necessary. The CSV delimiter is a comma, and the decimal might be a dot. I also see potential invalid entries like \"6.3821737647109e+10\". I wonder if some entries might be \"0E-10\" or even empty strings? I’ll need to identify and print anything that appears invalid.", "finish_reason": "tool_calls", "reasoning_content": "**Parsing numeric values**\n\nI’m inspecting some numbers, particularly focusing on empty quoted values like \"0,0\". It seems I need to ensure robust parsing by using methods to strip and replace where necessary. The CSV delimiter is a comma, and the decimal might be a dot. I also see potential invalid entries like \"6.3821737647109e+10\". I wonder if some entries might be \"0E-10\" or even empty strings? I’ll need to identify and print anything that appears invalid.", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0DJngw-Z4CvrahcTnE7od_lZ1fkS6t2jvVwFtyvaOYQU67jxlGInhc1WtzdGHaLhnYfEPgPopyWcIHHBIGswJSRtFbfjk7NHcgRluL-qpOVeyTXlGC2YCQQMgJfMl9XToe8T52X2-5UTn7RO-MHvhkC-BbvftTNonr4wsinLPimvkM-Hj2cWAWXHaYkTLIve6nurxpjLsAWb0slHT_NAHmKXAD_YVp6iIhl4eWpQs1qdFjk9hn8p_dMUFjrfcZE1duzuHJ9KCRn1WSC9V_ByoT8LQYl1JGKoix8_3E0VRD3_PpTq76RTZccPs69WR1uzeeFvsgFnXFPLGvY1XalLdYDbQ1WnI8N5b3HgHI51pQgmtP0Lkb8lvHcTLWzwQigQ33RNxe4soqbTOaq6KW7qNBhBZTNxcTeC0H91vTXeZ-jy3VwbzZpmr_ghMY1jN5FLrdJBETWkAw5qrHd0L07GZnc4mh3TFM25dX2HXnc8hEk9RqeD1VIXRWPQhNqOyz9uh4hnI6yFucg7xRyFCfgTt2uZi72zh_AMrFBwbqoOyCr2UIRtmmhaAwzxqjH9JcDnmymWqubzS8RGa35zCoxiE4lyRO0O6FQd_Rd07xj4z7-JLCNuk5wGeJrZUHzQd6ohjvODan7gtYelWxYGwHfwP9dqup8Xa1U3GJl2FDtHVH0KHsDtWlUwk1I6qgkSXDZz0Ur1fDJdCDZZMXJT_ZzqCrKPRPgOI8-CM-pcgYUQP-8lEjPgu5FWYiyuzCpxqvxm7uBKItJpbKnGpRUYIHlc134jB9qEBrf8q-oT9aubtGbIjfDVEAtDAgJ3NxkZXxRTopMZVAplaB4adhrAKfFEgvpBE5-W6J1fGsaHR849ebuHd6pL_trLEVoogwYBy5pjOLp0hFnZ3RfIvcpyiYTVISqf_wKMqj8n6YpjhSC_JfDxARyHeBIPMMgGRZpYSa9ej1h2KbWoiA0u2dwNY5VX3JKnflQyJprcxSnMAq6ji2vaLxCKk-SVUxpJEAbUyaUyFcqKJCLnL20fbIe2QXPStHI1MD9-ZS43snxj0HZ1_bAZGiR7Q_VaSV36byU6PlwwuJmLX_woVDmOGabR7is0qpwfYsw-GyNlc3XWRwbpTxb_uzxS7KIrhAfmlq1kjRbfyXtRIMtEDoftUNNDgmrxe1E3d4WBPc3UODuWIqp3-WiQgoHg3ycBM-ppQjYxy0MBubcr4XKNOBFbH-NVA4IxWdTdmi5eiGPYd-5ZlB7VJnIwgkYXNH5DZz6ams8Tl5fuYPQ_RH3k4SJ1k-UYXw7NoMhlMIeS-ZVhCuXV33nM_pWaEC62VnbdM-r-cgLgMqrjYlBmJKz8W45ddR3Kf8TT7KOrpwBtUO4N4-TKgBOKCE8eF5uBYnLSmqtQ0yW6PuxC_WQ", "id": "rs_0236f754c1cf8c5f016a0340c4cf488191a0f2614c7093d074", "summary": [ { "type": "summary_text", "text": "**Parsing numeric values**\n\nI’m inspecting some numbers, particularly focusing on empty quoted values like \"0,0\". It seems I need to ensure robust parsing by using methods to strip and replace where necessary. The CSV delimiter is a comma, and the decimal might be a dot. I also see potential invalid entries like \"6.3821737647109e+10\". I wonder if some entries might be \"0E-10\" or even empty strings? I’ll need to identify and print anything that appears invalid." } ] } ], "tool_calls": [ { "id": "call_Cf6Aq0w5oVI5dUjqYfC7WIdE", "call_id": "call_Cf6Aq0w5oVI5dUjqYfC7WIdE", "response_item_id": "fc_0236f754c1cf8c5f016a0340ca00b4819197660ce31047f015", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,zipfile,io,csv\\nfrom decimal import Decimal, InvalidOperation\\nurl='https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip'\\nr=requests.get(url,timeout=120)\\nz=zipfile.ZipFile(io.BytesIO(r.content)); name=z.namelist()[0]\\nwith z.open(name) as f:\\n text=io.TextIOWrapper(f,encoding='utf-8-sig',newline='')\\n rd=csv.DictReader(text)\\n for i,row in enumerate(rd,1):\\n for col in ['credito_pagado','credito_vigente','credito_devengado','credito_presupuestado']:\\n v=row[col]\\n try: Decimal(v or '0')\\n except Exception as e:\\n print('bad at',i,col,repr(v),{k:row[k] for k in ['impacto_presupuestario_fecha','inciso_desc','credito_vigente','credito_pagado']})\\n raise SystemExit\\nprint('no bad')\\nPY\",\"timeout\":300,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"bad at 1 credito_vigente '112314,626039' {'impacto_presupuestario_fecha': '2026-01-20 00:00:00', 'inciso_desc': 'Gastos en personal', 'credito_vigente': '112314,626039', 'credito_pagado': '0'}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_Cf6Aq0w5oVI5dUjqYfC7WIdE" }, { "role": "assistant", "content": "", "reasoning": "**Processing CSV values**\n\nI need to deal with a CSV file where the decimal is marked with a comma. So, I’ll have to replace this comma with a decimal point while also recognizing the values are quoted. After that, I'll run statistics to get the necessary information. It sounds straightforward, but it can get tricky if I don’t keep track of the quotation marks correctly. I’m eager to get this right!", "finish_reason": "tool_calls", "reasoning_content": "**Processing CSV values**\n\nI need to deal with a CSV file where the decimal is marked with a comma. So, I’ll have to replace this comma with a decimal point while also recognizing the values are quoted. After that, I'll run statistics to get the necessary information. It sounds straightforward, but it can get tricky if I don’t keep track of the quotation marks correctly. I’m eager to get this right!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0Dax4iJyNOmn5T7udpBOC_PnKM-miwQ0guN9V3VE1yPW5MLa8oOadi9TvWzlOcKNurrd0YSCbQA0Ez_hS8gwMTC6aioq1PkT42IeHpo5jaBagz-S2XNEX2m8IHsy3LpKhepu_-nX6jCu092l9vorxo1SooWuw6ODj88TcqDu-CxdPgtopYQDQFHqectw_VnKVaNlhDW2tKUFuXoutSgEbacP4aKAUMMkMIKEymtkgdbOdhlv5E6IEtrUxywKoWP0TnAc8LNRhu2wDoODF0npFz-UMkwjjqIIn5zC0FePxm0WgN3kP9E2MT-9bC9YKVcXy0H9FSAyDqzuNhvnm8eA6ISWoEItPt9C2igXk7zvwG7GJYglZUfvMQfG1-GfYP5J0GOUSRwTJiPzYfxwmHw4fyTx73j8TdZv93x-XXR8L6U1Z6C33H0IO38QWNHLjt57fPDcajWTst6jn51Oq-7dQeDBZtU0W5JhAtZdLceMBolBK58j739dTV1JDhvo-KwxHIGOTa3rmqc3-_IJneRK7t043Lq7f1YmKqN4T4jPgC7D-PsIjr9thjiz518veK4-oanp43bFpeC_RutpAR3LKgmXHLe0WosLwKUFBwu1qCT3lpPEIyzzMn99WWpRM79AZCppjiQ1pJT6LRgYWt2TwQbqS24ZJi4t22jCaaKm6rqiy6bHQ_407kS9mQEppbrMFEtn94zw3BtwlLPGQIwfRBhpZSkcgFXLr0v3AwidQwP3sRIpd70oRXcK4pOSX99QYHvRpZADdU_ZHZnuHade34PVEwvJI9-wOzRQtvCwdEcZpoeB1kMSnR5K8eREJe7gS2XMIB4hJTL_JIaKlIssAAfE7TyI_WQSBfQenaJPKfYAicYYpKGhPCPK00lX30z5VcsePPOFkXYugeagiot0C1JZPH1YqCuAq32Za4ZDIrT57bq99VxXiwvxVSjs3PN76QNbzLHa2XCdX2Kv4xcsbEnnHe5EdluzisfuamcSUfx5Refyx9NLI77o0n5EivxcddlfHNDdEFLk_7n-cosBTn3Cefb_WUqcsWYxtp9ExHuadM=", "id": "rs_07e6229386c0ff4a016a0340d7aa8c81919f2c29abf31945aa", "summary": [ { "type": "summary_text", "text": "**Processing CSV values**\n\nI need to deal with a CSV file where the decimal is marked with a comma. So, I’ll have to replace this comma with a decimal point while also recognizing the values are quoted. After that, I'll run statistics to get the necessary information. It sounds straightforward, but it can get tricky if I don’t keep track of the quotation marks correctly. I’m eager to get this right!" } ] } ], "tool_calls": [ { "id": "call_GUciDIpF2lmhruqvEXkXLxO8", "call_id": "call_GUciDIpF2lmhruqvEXkXLxO8", "response_item_id": "fc_07e6229386c0ff4a016a0340dab03881919a204e6076588515", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,zipfile,io,csv,collections\\nfrom decimal import Decimal\\n\\ndef D(v):\\n if v is None or v=='': return Decimal(0)\\n return Decimal(v.replace('.','').replace(',','.')) if (',' in v and '.' in v and v.find('.')<v.find(',')) else Decimal(v.replace(',','.'))\\nurl='https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip'\\nr=requests.get(url,timeout=120)\\nz=zipfile.ZipFile(io.BytesIO(r.content)); name=z.namelist()[0]\\nwith z.open(name) as f:\\n text=io.TextIOWrapper(f,encoding='utf-8-sig',newline='')\\n rd=csv.DictReader(text)\\n n=pay_nonzero=pay_vig_zero=vig_nonzero=vig_zero=0\\n samples=[]; dates=collections.Counter(); lastupd=collections.Counter(); principal=collections.Counter(); parcial=collections.Counter(); ubic=collections.Counter(); serv=collections.Counter()\\n sum_pay=Decimal(0); sum_vig=Decimal(0); sum_dev=Decimal(0)\\n for row in rd:\\n n+=1\\n pay=D(row['credito_pagado']); vig=D(row['credito_vigente']); dev=D(row['credito_devengado'])\\n sum_pay += pay; sum_vig += vig; sum_dev += dev\\n if vig==0: vig_zero+=1\\n else: vig_nonzero+=1\\n if pay!=0:\\n pay_nonzero+=1\\n if vig==0:\\n pay_vig_zero+=1\\n if len(samples)<3: samples.append({k:row[k] for k in ['impacto_presupuestario_fecha','jurisdiccion_desc','servicio_desc','programa_desc','inciso_id','inciso_desc','principal_desc','parcial_desc','ubicacion_geografica_desc','credito_vigente','credito_pagado','ultima_actualizacion_fecha']})\\n dates[row['impacto_presupuestario_fecha'][:10]]+=1\\n lastupd[row['ultima_actualizacion_fecha']]+=1\\n if row['inciso_id']=='5':\\n ubic[row['ubicacion_geografica_desc']]+=1; serv[row['servicio_desc']]+=1\\n principal[(row['principal_id'],row['principal_desc'])]+=1\\n parcial[(row['principal_id'],row['principal_desc'],row['parcial_id'],row['parcial_desc'])]+=1\\n print('rows',n,'pay_nonzero',pay_nonzero,'pay_nonzero_and_vig_zero',pay_vig_zero,'pct',round(pay_vig_zero/pay_nonzero*100,1) if pay_nonzero else None)\\n print('vig_zero rows',vig_zero,'vig_nonzero',vig_nonzero,'pct_vig_zero',round(vig_zero/n*100,1))\\n print('sum daily pay',sum_pay,'sum daily dev',sum_dev,'sum daily vigente impacts',sum_vig)\\n print('date range',min(dates),max(dates),'n dates',len(dates),'top lastupd',lastupd.most_common(3))\\n print('samples pay+vig0:')\\n for s in samples: print(s)\\n print('transfer principal top:',principal.most_common(10))\\n print('transfer parcial top:',parcial.most_common(12))\\n print('transfer ubic top:',ubic.most_common(10))\\n print('transfer service top:',serv.most_common(8))\\nPY\",\"timeout\":600,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"rows 363214 pay_nonzero 153418 pay_nonzero_and_vig_zero 153315 pct 99.9\\nvig_zero rows 303920 vig_nonzero 59294 pct_vig_zero 83.7\\nsum daily pay 45206641.59015571 sum daily dev 46986972.80840304 sum daily vigente impacts 148069336.096549\\ndate range 2026-01-20 2026-05-10 n dates 103 top lastupd [('Última actualización del ejercicio 2026: 10 Mayo 2026.', 363214)]\\nsamples pay+vig0:\\n{'impacto_presupuestario_fecha': '2026-01-21 00:00:00', 'jurisdiccion_desc': 'Poder Legislativo Nacional', 'servicio_desc': 'Defensoría del Pueblo de la Nación', 'programa_desc': 'Defensa de los Derechos de los Ciudadanos', 'inciso_id': '3', 'inciso_desc': 'Servicios no personales', 'principal_desc': 'Servicios básicos', 'parcial_desc': 'Energía eléctrica', 'ubicacion_geografica_desc': 'Ciudad Autónoma de Buenos Aires', 'credito_vigente': '0', 'credito_pagado': '5,44503027', 'ultima_actualizacion_fecha': 'Última actualización del ejercicio 2026: 10 Mayo 2026.'}\\n{'impacto_presupuestario_fecha': '2026-01-21 00:00:00', 'jurisdiccion_desc': 'Poder Legislativo Nacional', 'servicio_desc': 'Defensoría del Pueblo de la Nación', 'programa_desc': 'Defensa de los Derechos de los Ciudadanos', 'inciso_id': '3', 'inciso_desc': 'Servicios no personales', 'principal_desc': 'Servicios básicos', 'parcial_desc': 'Gas', 'ubicacion_geografica_desc': 'Ciudad Autónoma de Buenos Aires', 'credito_vigente': '0', 'credito_pagado': '0,01968459', 'ultima_actualizacion_fecha': 'Última actualización del ejercicio 2026: 10 Mayo 2026.'}\\n{'impacto_presupuestario_fecha': '2026-01-21 00:00:00', 'jurisdiccion_desc': 'Poder Legislativo Nacional', 'servicio_desc': 'Defensoría del Pueblo de la Nación', 'programa_desc': 'Defensa de los Derechos de los Ciudadanos', 'inciso_id': '3', 'inciso_desc': 'Servicios no personales', 'principal_desc': 'Servicios básicos', 'parcial_desc': 'Telefonía fija y móvil', 'ubicacion_geografica_desc': 'Ciudad Autónoma de Buenos Aires', 'credito_vigente': '0', 'credito_pagado': '0,73632979', 'ultima_actualizacion_fecha': 'Última actualización del ejercicio 2026: 10 Mayo 2026.'}\\ntransfer principal top: [(('1', 'Transferencias al sector privado para financiar gastos corrientes'), 22144), (('6', 'Transferencias a universidades nacionales'), 2781), (('7', 'Transferencias a instituciones provinciales y municipales para financiar gastos corrientes'), 1870), (('5', 'Transferencias a otras entidades del Sector Público Nacional'), 1010), (('8', 'Transferencias a instituciones provinciales y municipales para financiar gastos de capital'), 303), (('9', 'Transferencias al exterior'), 222), (('2', 'Transferencias al sector privado para financiar gastos capital'), 137)]\\ntransfer parcial top: [(('1', 'Transferencias al sector privado para financiar gastos corrientes', '4', 'Ayudas sociales a personas y asignaciones familiares'), 9558), (('1', 'Transferencias al sector privado para financiar gastos corrientes', '2', 'Pensiones'), 5939), (('1', 'Transferencias al sector privado para financiar gastos corrientes', '1', 'Jubilaciones y/o retiros'), 3739), (('6', 'Transferencias a universidades nacionales', '1', 'Transferencias a universidades nacionales para financiar gastos corrientes'), 2731), (('7', 'Transferencias a instituciones provinciales y municipales para financiar gastos corrientes', '1', 'Transferencias a la Administración Pública Provincial para financiar gastos corrientes'), 1752), (('1', 'Transferencias al sector privado para financiar gastos corrientes', '3', 'Becas'), 1222), (('1', 'Transferencias al sector privado para financiar gastos corrientes', '7', 'Transferencias a otras instituciones culturales y sociales sin fines de lucro'), 1083), (('5', 'Transferencias a otras entidades del Sector Público Nacional', '4', 'Transferencias a fondos fiduciarios y otros entes del Sector Público Nacional no Financiero para financiar gastos corrientes'), 658), (('1', 'Transferencias al sector privado para financiar gastos corrientes', '6', 'Transferencias para actividades científicas o académicas'), 548), (('8', 'Transferencias a instituciones provinciales y municipales para financiar gastos de capital', '1', 'Transferencias a la Administración Pública Provincial para financiar gastos de capital'), 281), (('9', 'Transferencias al exterior', '2', 'Transferencias a organismos internacionales para financiar gastos corrientes'), 222), (('5', 'Transferencias a otras entidades del Sector Público Nacional', '2', 'Transferencias a empresas públicas no financieras para financiar gastos corrientes'), 144)]\\ntransfer ubic top: [('Ciudad Autónoma de Buenos Aires', 3297), ('Provincia de Buenos Aires', 2659), ('Provincia de Córdoba', 1264), ('Provincia de Santa Fe', 1164), ('Provincia de Mendoza', 1091), ('Provincia de Santiago del Estero', 1085), ('Provincia de Tucumán', 1074), ('Provincia de San Luis', 1073), ('Provincia de Salta', 1053), ('Provincia de Jujuy', 1011)]\\ntransfer service top: [('Administración Nacional de la Seguridad Social', 13681), ('Secretaría de Educación', 4084), ('Ministerio de Salud', 1566), ('Secretaría de Trabajo, Empleo y Seguridad Social', 1462), ('Instituto de Ayuda Financiera para Pago de Retiros y Pensiones Militares', 1316), ('Secretaría Nacional de Niñez, Adolescencia y Familia', 1123), ('Caja de Retiros, Jubilaciones y Pensiones de la Policía Federal Argentina', 857), ('Instituto Nacional Central Único Coordinador de Ablación e Implante', 463)]\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_GUciDIpF2lmhruqvEXkXLxO8" }, { "role": "assistant", "content": "", "reasoning": "**Verifying budget amounts**\n\nI’m trying to figure out the units for the sum of 45,206,641.59015571. Is that in millions of pesos? Since official budget data often reports amounts in \"millones de pesos,\" I need to verify that. For example, the electricity value of 5,445 could likely mean millions, and the personnel line `credito_vigente` shows 112314.626039. I’ll check the source documents and metadata for confirmation that the values are indeed in millions of pesos.", "finish_reason": "tool_calls", "reasoning_content": "**Verifying budget amounts**\n\nI’m trying to figure out the units for the sum of 45,206,641.59015571. Is that in millions of pesos? Since official budget data often reports amounts in \"millones de pesos,\" I need to verify that. For example, the electricity value of 5,445 could likely mean millions, and the personnel line `credito_vigente` shows 112314.626039. I’ll check the source documents and metadata for confirmation that the values are indeed in millions of pesos.", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0EMbyEaAHeFIlUgM3UaAmLZ8daqXxWFjfLgz1BDiQdVaQ5zdqcfvWk_rjQPS13ermZrsKGSItaqhw651wK4pCtlBzmkJ-4XlG6WfD8TUWPW28jPSDFXkWQ0_DbTbAiIp2L_XzV5iKHWAP_PVUpmogJdW0a3dMmr3kRgHnIbVm0njE6YQ_aYfuMhMTrnwiSfSQA0ZcEXRiV7ibO5ozjds86FKNz2bwRi8VbMS77FQPEa4JFuo8tQ-GDo6O_QuxNcRRpuKXn91qpNdjMOwy-gP2ynBOLcvzYU_htep7lsazikNO1s1nRXR2uQj1-GSmbMrvZ4lLcW411-z30k2A_JyT3Jq_3jHoJsHeZRCex8t1Tpy-6F9UM_u0pOktqaoMMC5d67x3xRTAXPnI2UM_broP3RXN-8V4jA9RHTZsCDvzWFVTueTbLhEIYZHqqOqJd-hNmQBybUljVKtMfNUiypU6Smbil4Td_xLfsW9ve4AobN8kkLRsE2lFaJ3_c2pYIiiPQbyQXjqHte8rEAb5c7vGcEyCVCitTtGOMf1hnn5AqLy7GvC6kYZqL1_w9oi-ctGTUVVhoNwdueN3twtxwD1zAz3LXoLB8p-WyPRqK2lMcN5eZVqjczKK0sqQScuV96i7EmG8Qr6BFbJchX9YLyhyDVdcqFKWJe9RnNrUqkhHzHrKHyvi0H5FxVYHeRQCF9zOGo5qk6tvymsb7xcGlVYIXqItE4A_vjTML9dDdxGwUWFNxgCrRy0DLv08XQr9T9aLfWxYeQFLPk_aLOgV5aT5YEYbdwpTU094uqPfzfvSlpdJiF8JskJeNwN5lgDVvLDukOlrepZ1eFCT38MoygcAvG8NkT2Pxt7-GaZ3qwTXPHBWKnopcg_n_LrHmjWJcQMoNX1NDFKnyA9af2y5LnxAwhnRBQ98ZvKvhuv_mnLtPtUq0VYXPDogvuazP0iJugKMjyB1yAdspXzfUwp-a5LraeAXej7kqh2OMYbBoh4AZ6GFhwqEh6TEHm5VCz6zIALigMaT8OPa5lWffP5q1113CPop2Jqs2x8-mBBcxpsmI5hoBRBWtRHfjcA-hWsfjGKy7MXLZK4T7ihSSjTmgPt6iV8pSC1cER5v8tSvqYRySQT0deMWDQcxfEUmEBbt49jRPUGqeS9FrrYVOEcx1s0z7cLKZgShpytkzSvGas3TwL59Axp4lI2Xdjbn0w5WLz0aOtbS8fgXbNOqOKyC3ceONRs7ThzgLpnrp4j46SejIcjH9vC9C1FpchPC5L5bQ2QFaJThO_-ZgGqORWg3XrZNR9rCE82-E6Cw0rDq5S8fowitIwq9s7cW8ytuC6knkRdZj4HVRveqrmXz50gIKOmnqPUMtwgKnzPFxOZPjUbbn7HukCX0Q1I71MpI04HTjmzqfd_0X_EBbmeisPNmM-jJEV07VZG-xL6Y749BxyLShY1v8TrEuEKpgeWj3rRoBM990YClkKt59kDCuZZCTZBLwQ3bHb1Pc7xwKAcvIEN70ua6Ewb7vdT6kf2yarrlrybuHc5Eoo-WyYimPmMBFd9xj3o1wjjIOeOyPUrqNRc-u34g_xQMJ52Y_8GuIO3seeovInnkf_kCFCExKbZrN9iLFN6AbiHK-p1Ul_aaCsvT5s4i2R_IqkgwllP1kRdJ4HkQHOteyTLIWPwhUM1TY1ttRJptLqjVgd8LdFMgVSkhMoGM9ltMd5F9WNc3ckqE6k4L063GF0WCNzLAuYy5MlqC_8tPfVDt_66CNmaLgwv0PUnpVC4mO9WS1_ewROJFvLa1AzodtEsWtf5_nJw21ODkFLJnm3d2yPz7YgKEzrW8Q0IHrgNUsRLSsXy459zMektzw5Bp2A7SmfIX-K83p3Ca-EqQd5ij5R89JnOMS9bipHtH-uBMWCalLL5mDPgoBIX7T3Hfj0hk4hyxt3kwKhc9oqsw==", "id": "rs_018afaac75dbbb26016a034103d1f481918ae3ebb977307499", "summary": [ { "type": "summary_text", "text": "**Verifying budget amounts**\n\nI’m trying to figure out the units for the sum of 45,206,641.59015571. Is that in millions of pesos? Since official budget data often reports amounts in \"millones de pesos,\" I need to verify that. For example, the electricity value of 5,445 could likely mean millions, and the personnel line `credito_vigente` shows 112314.626039. I’ll check the source documents and metadata for confirmation that the values are indeed in millions of pesos." } ] } ], "tool_calls": [ { "id": "call_3na7g00qj32co6ABWLUZiwKN", "call_id": "call_3na7g00qj32co6ABWLUZiwKN", "response_item_id": "fc_018afaac75dbbb26016a03410cdd488191877c72400268f8db", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,json\\nD=requests.get('https://www.presupuestoabierto.gob.ar/sici/rest-api/catalog/site',timeout=60).json()\\nfor d in D['distribuciones']:\\n if d.get('urlArchivo','').endswith('/2026/credito-diario-2026.zip'):\\n print(d['nombreRecurso']); print(d['descripcion']); print(d['descripcionLarga'][:1000])\\n for f in d['field']:\\n if 'credito' in f['title']:\\n print(f)\\n break\\nPY\",\"timeout\":60,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"Presupuesto de gastos y su ejecución detallada - agrupación diaria\\nDistribución diaria acumulada de los créditos presupuestarios con todos los clasificadores.\\nContiene la distribución diaria acumulada de los créditos presupuestarios con clasificadores completos\\n{'title': 'credito_presupuestado', 'description': 'Acumulado del Crédito Presupuestado Inicial.', 'type': 'number', 'units': 'Millones de pesos'}\\n{'title': 'credito_vigente', 'description': 'Acumulado del Crédito Vigente de la fecha. Expresado en pesos argentinos.', 'type': 'number', 'units': 'Millones de pesos'}\\n{'title': 'credito_comprometido', 'description': 'Acumulado del Crédito Comprometido de la fecha. Expresado en pesos argentinos.', 'type': 'number', 'units': 'Millones de pesos'}\\n{'title': 'credito_devengado', 'description': 'Acumulado del Crédito Devengado de la fecha. Expresado en pesos argentinos.', 'type': 'number', 'units': 'Millones de pesos'}\\n{'title': 'credito_pagado', 'description': 'Acumulado del Crédito Pagado de la fecha. Expresado en pesos argentinos.', 'type': 'number', 'units': 'Millones de pesos'}\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_3na7g00qj32co6ABWLUZiwKN" }, { "role": "assistant", "content": "", "reasoning": "**Evaluating accumulated stats**\n\nI find the phrase \"diaria acumulada\" intriguing, as it makes me think about what \"Acumulado del ... de la fecha\" means. It seems like daily pay totals might relate to an annual sum. I need to check if the accumulated amount correlates with what's happening on a daily basis, especially by looking at the annual numbers. I'll make sure to compare these sums accurately, focusing on the annual total.", "finish_reason": "tool_calls", "reasoning_content": "**Evaluating accumulated stats**\n\nI find the phrase \"diaria acumulada\" intriguing, as it makes me think about what \"Acumulado del ... de la fecha\" means. It seems like daily pay totals might relate to an annual sum. I need to check if the accumulated amount correlates with what's happening on a daily basis, especially by looking at the annual numbers. I'll make sure to compare these sums accurately, focusing on the annual total.", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0Eacr_ut7OcAJBgeJ9lxVaRqP8wR3JQym8q9Qwyht_ezGQfusVwlIclatDdc4p7R0PHU7iJm64kJzJ1staCXluBtosFXCZfPZDdG02IuVnwtYONtwS4GxdoDUC7kraBXkHfz0MrBM52oiWIeda0VmZmTlC-SoUZDNzQ8pgOL-jseudcBFoHpu61eyEmDYNTCXNVMug9GdB3E7eOnj7yJAGWMaGNVYeqE_r53crVFT6EPJodjFAlgsA92EtcVrDZME5xVDcs222AaCYr5WoVfDcnhUmJPf-q_tjODDpnNwH4_HJaT7gCwSDsnENUNz4jwxpHppaqX6Iobat6R7ox4gBPaIK0q8VN9nTDC9GzlE27Q9EwyZxpJkJ3qFFTLFeV_7oSGOd3iNDoTub57n0vEo_NQrq6UXLqSs3NC-ggsgGbyGBSnCICKwGqOOCbg9SZWrYY_8wJ4Qo0zSRG2_m5pVpnfwMRw0AFcl8kxvX4QXsLgkLlqIrq1ivN9EmzSJNmD9pmZPvdmxjewP5_wxVmijRNqnVSbtDVfDLOm0oI_R0lTMI6jJKI9rUx7EwdwGx_sGW1PqnjcVc_UgWK-tFBLfPXSTbLCOaxq4s_sAK0BDMKu--Dosj18isDhsS9lnGmclNnJb57HbgZlWjDRacbhiqEThN1OSWYuOuTwrCYiFvQRJqafrAGtB3g8iX1xTQX1YUDbodh9ygrlHgoA0JBC-M8tunfkZPERc1WhwMF6poVYnJammq1XZEuMMsp4ipli4QVCO_NYtnwhFAnAmHy9YsHjKRTUEq6nET0BJnJiSHV1Od_5aiZNN1E3bc6U7RdJoHQa5e1AX-8JwVfb5WrQG3mFpoGNGm1SYqblbWFCysaApUinq-VkOOw8iPvs39jQX7iXNOmgkJ77sKVnens8E7IldXQfwUoL833i7lOO6jkqYFJcZ77ONlGbUlPSThyjqofTbiJVi_JAzQFDHbC1_aBYwH7SsbfbrKToDsn3ReO2FGZ6z3wR5NvsRZNWN1ZCSffLDR3kOAyOrwr_0SSeo9gy3rFI5xnx5dLEbTuWMLg-q8X03h4b4CU7c5R_V-zWGh89S0kx1-i3ynjg1OkickHh2A1AgiIcGbnPUWEVeHlo-hhc03R7d0n7TE5kjnpwV8OW5OxNOwHIUaA791r3EKs5wfNECqMLGoBvPxvAEcy9fK6GTOspPMpoe1lefzpSPq4CBOWFjV8FcTPa-JBdCwW_2XcIOciOrsF-E2OSgRZzc_a4cM1PRc85XAzDynZjDyRcmbrqCHTSu370neTycVFXA==", "id": "rs_01e8a9eb35143817016a034114aa288191a6c2def3259fc927", "summary": [ { "type": "summary_text", "text": "**Evaluating accumulated stats**\n\nI find the phrase \"diaria acumulada\" intriguing, as it makes me think about what \"Acumulado del ... de la fecha\" means. It seems like daily pay totals might relate to an annual sum. I need to check if the accumulated amount correlates with what's happening on a daily basis, especially by looking at the annual numbers. I'll make sure to compare these sums accurately, focusing on the annual total." } ] } ], "tool_calls": [ { "id": "call_Isb2WW2KyiIDfotfTanj9DPf", "call_id": "call_Isb2WW2KyiIDfotfTanj9DPf", "response_item_id": "fc_01e8a9eb35143817016a03411a2aac8191860161dd98ce9565", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,zipfile,io,csv\\nfrom decimal import Decimal\\n\\ndef D(v): return Decimal((v or '0').replace(',','.'))\\ndef sum_cols(url):\\n r=requests.get(url,timeout=120); z=zipfile.ZipFile(io.BytesIO(r.content)); name=z.namelist()[0]\\n sums={c:Decimal(0) for c in ['credito_presupuestado','credito_vigente','credito_comprometido','credito_devengado','credito_pagado']}; n=0\\n with z.open(name) as f:\\n rd=csv.DictReader(io.TextIOWrapper(f,encoding='utf-8-sig',newline=''))\\n for row in rd:\\n n+=1\\n for c in sums: sums[c]+=D(row[c])\\n return n,sums\\nfor label,url in [('diario','https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip'),('mensual','https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-mensual-2026.zip'),('anual','https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-anual-2026.zip'),('resumen','https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/resumen-presupuesto-gastos-ejercicio-vigente-2026.zip')]:\\n n,s=sum_cols(url); print(label,n); [print(' ',k,s[k]) for k in s]\\nPY\",\"timeout\":600,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"diario 363214\\n credito_presupuestado 148069293.526549\\n credito_vigente 148069336.096549\\n credito_comprometido 51183386.97126365\\n credito_devengado 46986972.80840304\\n credito_pagado 45206641.59015571\\nmensual 163633\\n credito_presupuestado 148069293.526549\\n credito_vigente 148069336.096549\\n credito_comprometido 51183386.97126365\\n credito_devengado 46986972.80840304\\n credito_pagado 45206641.59015571\\nanual 72485\\n credito_presupuestado 148069293.526549\\n credito_vigente 148069336.096549\\n credito_comprometido 51183386.97126365\\n credito_devengado 46986972.80840304\\n credito_pagado 45206641.59015571\\nTraceback (most recent call last):\\n File \\\"<stdin>\\\", line 15, in <module>\\n File \\\"<stdin>\\\", line 12, in sum_cols\\nKeyError: 'credito_presupuestado'\", \"exit_code\": 1, \"error\": null}", "tool_call_id": "call_Isb2WW2KyiIDfotfTanj9DPf" }, { "role": "assistant", "content": "", "reasoning": "**Analyzing payment aggregation**\n\nI'm breaking down how daily, monthly, and annual totals all relate, focusing on their impact dates. Daily figures only count on specific dates, whereas annual aggregates account for all impacts. It's important to set the event amount as the daily `credito_pagado`, and if grouping by \"Provincia,\" I should sum those daily values after filtering. For year-to-date, I'll consider cumulative payments up to the latest date. Finally, I need to ensure no division by zero when calculating percentages in these aggregations.\n**Understanding annual payment aggregation**\n\nI need to use the annual all-line sum for the group, but if the annual group's `vigente` is zero, then the percentage calculation becomes undefined. Daily payment rows might show zero `credito_vigente`, but their corresponding annual rows could still have a non-zero aggregate after grouping. It seems crucial to create a map for annual data by key, considering that the key won't include specific dates. I'll also need to count daily payments whose annual `vigente` is zero for accuracy.\n**Calculating annual denominators**\n\nI need to calculate carefully because the context suggests that the annual denominator could be zero for some daily rows. This means that monthly or annual aggregation might be necessary. Specifically, if the daily `credito_vigente` is zero, that could affect the overall calculations. I'll focus on computing the exact figures to ensure accuracy, considering how this could impact the aggregation and final results. I want to get this right!", "finish_reason": "tool_calls", "reasoning_content": "**Analyzing payment aggregation**\n\nI'm breaking down how daily, monthly, and annual totals all relate, focusing on their impact dates. Daily figures only count on specific dates, whereas annual aggregates account for all impacts. It's important to set the event amount as the daily `credito_pagado`, and if grouping by \"Provincia,\" I should sum those daily values after filtering. For year-to-date, I'll consider cumulative payments up to the latest date. Finally, I need to ensure no division by zero when calculating percentages in these aggregations.\n**Understanding annual payment aggregation**\n\nI need to use the annual all-line sum for the group, but if the annual group's `vigente` is zero, then the percentage calculation becomes undefined. Daily payment rows might show zero `credito_vigente`, but their corresponding annual rows could still have a non-zero aggregate after grouping. It seems crucial to create a map for annual data by key, considering that the key won't include specific dates. I'll also need to count daily payments whose annual `vigente` is zero for accuracy.\n**Calculating annual denominators**\n\nI need to calculate carefully because the context suggests that the annual denominator could be zero for some daily rows. This means that monthly or annual aggregation might be necessary. Specifically, if the daily `credito_vigente` is zero, that could affect the overall calculations. I'll focus on computing the exact figures to ensure accuracy, considering how this could impact the aggregation and final results. I want to get this right!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0FLQx52vFiBs983rkpm7CUoVYb34GNO0SrvTjAUzAHDyxylGKxWWJmLCaQ1yX6XcEUIQYqtdD893208lDZfGuYdFsygO7F89Pkwre3WCfLconRd2Fyrpr2pQzsHn_IVn5wLyBCACYsF_GncuyZjT7sYgwCvRvnS8XJp7YiF7ISzq50J5Tw_p_5uNL9KbhXnBdsejRiVW9z4bKtNDuz5ZhS3rJgJDs_UFbgX_SX8ZTCTY95514ORyd-k9-bByJl3YHaBORb4fhoBLVG5SWafy9U5JAnFlcDudDnXX_kC3m_cMD1rjP9g2TVhm-O9DmDRVksP5fSaTPSKh6P5EObDH792803dICoPWgrRceR1cnV67IO1_rnQvo4DXPxJi0ek3pHAkiBv8-dcLvQLjW6JCtNYeM8GtYcb-YKyWvIBkZMnXKJxZ-WihEOUvHxrreYMb9Fb9lFEUwyoIIXzbsQJxGH2TjyumFIZNCKhkqX8Bz16Y17sSjD8IBYy5oHROqo2yURsr8hTqP37U6DUHXD6rw0SnrLqqXn9jjGy2vqJDHqvmwBoFlRFAu71Ns3pdqMLaWXSYG2cdljNgCcXEela1oq0Z0r27DUmlIKpSTvKiVRo5OqIvudy5JYYgGSi_FhkKl39Sa5TP19qR6g2VGAapPQNUa6VdvVvBOOGi6NqI6iaNr5egLm8aNa6DR3tm16of4bn4o_V9bY3y9WWIZTzl60-pWqEhBeJF8bJ2EAZ2EFauNJ4AzivaS7_qqUisxOxy5YX74JheDdsxJA02csl0nileVFk2cG15G_IPx6L7rB2Z8XNRYRsTSOY2cw9Oo0-Ur0MWFmv-P5oHyK7eFAN6yyZ4voeP8QQc0gRjzVLp2PMGmXl9EIpk9WPrUFrcp18NWCFWT_Y3Xq1wGTxdEVGdldTEU8Wi9zpLO9iZqVXpjU0zq0xoUGyEprKuTnbsuhGy5WAoHzLCFDXUo5MTNloo9bjl2t-TZmAdYc4C9kTmgJoC6YoVeUSGdAb9t6wghLuWbqEJ83FsTnbDDup9rMhoX8nW-6lqZS1e-BdicZcs-4iNxl2qWIX52Y3wQWpP_QGYWJo4KXXRhbGo5cIgB_9PNlyXcdow-UVlGOF4Pf-qvO6clPnSbTCZQmpyDQ1fajNiDCCderd8JlA-7SOohPLg8gRuGbvEPCIIhfnvWitxifMVSmDh3LWp30TDgVb0Eqv4ftPYQBGQSOh-43sdfbP7510nnvVJ_oOOoufqSbLHFlMyf4EUj14VP-VOZcJqTNVeHWkJoCPJlEm8-1GrsqpureIm1td6UFPRYwaeQMLcwcELRKk6-5dhFr_6WpGhPZXhmEs3zLRCfU93Tbb47QWzfarcy3a9l_KkdGkBPh-6Q6w8KmxKl5KP879FwJf5QY-mbyt-pqK7lFWwz20m97MaW5xcUCQRWw6niPhdcMnN6wJJW7kCU6p_NRi3gatcFB756fSUkvDo_PSnbJIrWfpfigoAxCrNrWjZVws_0Evo-yq4zrDfCQp1HSFrqnbj8RwDOcZDr92zP1XftL3KiuOIVLRyjtMAE2znaiqFDi6IAZqZNOUbnz0SukruM2mYEEfjTJvlrJ0AYUSD1HwZvqQlAIUupsyBmJM-it-NApINqt7GTp63Ao4l_GNrvn9KcwazpZdHqUC4F8yF0p6vy1aoKZJ_DyBmuhZIfxMojNXM5bCIvlPwVTf4DqY0ODilz_ARSfNCC_n3ZWs-hKjfurCZ8jBcJw62hLD0WT5gu52dbuT_sUP1y8rbosviSwOYnIRASXXI2fcrfVQntKd9OwUiFemrQYMVa9clzsH72w-aCnwAOpsv3TORVKW6L5QJymudtCdzYroVXdTwZf4HfNxFKT0Q6VsF-9Z2z1cCUr8ag_6ZcE9jjDKGuqpUuce4P8qi-iSFDaShQTTgBR-yig-tmt8sQRHzQCXPt0V6twrYEJoKnE2W1mBdzjeNlG79zm5UeV2ZxEjCTCbUZWHgcAXULHqLd4Fn2aN9RDrIoldiKh5ZzRcoqt5qAhmggd4FrYNTS79pclMGezni77QPtbJqDm5RmDfPA3OkeOK2WJNaa4OOp6xUID-5V5nkZcb63OvB0RNRanznul_RNlJrwFXbn1n_lUdw4DF7H9kor8Zj-PdPcUIYoxszOE6k4K1P1PYJ1oev67-UntR2ep3X2spKpw9sczVRYAopfrSXOJWHLcjJfhetZzFCszeinS_NH3ekfsNEOUgo2AxftBaiC4A09xLBNbjCBA7fqTuzB1xX7r6j2fXW0IVrnwUDCTy8uGFN2uSppkGiE4SNr8S3AMdN3A4qEco9I6vV9Zn81T62-GYxKNXmwV8iTY5nsEAElG3FLmoeDo6Scewv0xkqcH_ZSNMn8BNj5jGhxsi7yoQj0jb9X6W3pNA9Sb-ROB7rdRMdkoWLTo4ClaTQ2_thVEjBsbRLiZCnCpNcb_4og6y--l4NVGz4MSrqnKs1TVtjeeEV6txt-okTfLT8Fl1dlgXzE0xcRsR4cEQvOsZAuq-FtRotwPlpTHDk0sKN4sgRm4LD14I0QII5VVzzl5NjmBgPwlJIvP6QOJzXgBfOOv6OwRgyi0sCk7AdshLXI3353i4O-UeK3-Kd1FVcaBjVsCbPD0mckPIFNu2AFDXuD0xZ6_9lsHpozKSM-WZ_FfjOgK0IGm0Djeo5E-39Et1rI4zQaIyXEpfkKGw51U3iLfGBGXeMbuNO70pKOanmzoze49KG8cXjhcm5o2y3sWcl06fqdjlBUgJ67E4jcGNcujwNnKNAAFS5KyKsZmg_vKL7UWAFgOzUs1ORoh1dORjcCLcbqW6qhzdSS04J0rudUlL57Bn_Wf2P_CM3cOmAyB3TO8Qcp4il9NirK7kKLU2KauFI-Q7pIQMBpVPW-1TRxoP95xJbNSCvtLISNxpUQAN5O3ehJDoqMBYLxgrW1kUAR6zG4WT69OsUx3EjbTSzxy-hi4KP6_cPjRQrYmwU_tD3IgcAPhr8W0d4y9cryquVdaAdIkxcdbl0iR-hC192ho94U2C4yQChfO4Fi3cv5zDaAbP7d6ohEThcoikPHskNFL8itIpZIdqXIeyiu9vwolDAB0ZEIB9ANhgejlkIW-3ZszSHTfzsoQEn9Rq-hT22nLqGVMyB_jJrwruB4l8YVST1jlDqixX8sPb_kF4IywNfV0ah1yqR7o_yFwib6yGTYJAX0MwGyIJMB72479ILSn2Yne1hgOfJ3iuAHMjlSzD7vy5knr50j7g6kkprrbd75ZhhUWqJle87KdTHgo8RzFACyntdkltLKfdgOZLTex_dOcEXEB5r1Y3O6Af11XrqBlbHa4E1LbhfCMI5EIU1weONToB-yjH2pgpH3lnP0vr9m09h3O-AC7MGbl_OqdHs6G6u4w8Y1y8wkvjtulpTu6HUFCrtRkRf5CjacfLcGMiwpaIWm7rCj60g7OVT7D8kONjLW6kxlkN-AT26oSYmP8_6EIOGFQCSdVjLj4pcFS-1zQZrtpxoZEM6t4q4eLYGiS0hlfzJy7LpPFqJ1SGKKzxpjS_yhmPqeh_B_LuAP8DrjOH9PCuL-RaSLAhhEoDFjD76hKhocTiS8Hg58IV3mgRrI_eJlY=", "id": "rs_06a553a1c22025cf016a03413809f4819191deb79a1f46a6d7", "summary": [ { "type": "summary_text", "text": "**Analyzing payment aggregation**\n\nI'm breaking down how daily, monthly, and annual totals all relate, focusing on their impact dates. Daily figures only count on specific dates, whereas annual aggregates account for all impacts. It's important to set the event amount as the daily `credito_pagado`, and if grouping by \"Provincia,\" I should sum those daily values after filtering. For year-to-date, I'll consider cumulative payments up to the latest date. Finally, I need to ensure no division by zero when calculating percentages in these aggregations." }, { "type": "summary_text", "text": "**Understanding annual payment aggregation**\n\nI need to use the annual all-line sum for the group, but if the annual group's `vigente` is zero, then the percentage calculation becomes undefined. Daily payment rows might show zero `credito_vigente`, but their corresponding annual rows could still have a non-zero aggregate after grouping. It seems crucial to create a map for annual data by key, considering that the key won't include specific dates. I'll also need to count daily payments whose annual `vigente` is zero for accuracy." }, { "type": "summary_text", "text": "**Calculating annual denominators**\n\nI need to calculate carefully because the context suggests that the annual denominator could be zero for some daily rows. This means that monthly or annual aggregation might be necessary. Specifically, if the daily `credito_vigente` is zero, that could affect the overall calculations. I'll focus on computing the exact figures to ensure accuracy, considering how this could impact the aggregation and final results. I want to get this right!" } ] } ], "tool_calls": [ { "id": "call_4ECviZarwP3KtHWaq8sKuvHR", "call_id": "call_4ECviZarwP3KtHWaq8sKuvHR", "response_item_id": "fc_06a553a1c22025cf016a03414b1ea48191b31113209502f1d5", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,zipfile,io,csv\\nfrom decimal import Decimal\\nfrom collections import defaultdict\\n\\ndef D(v): return Decimal((v or '0').replace(',','.'))\\nbase='https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/'\\n# key all dimensional cols common before credit metrics excluding time fields, descriptions included for safety? use IDs+descs all non-metric non-time maybe exact row key.\\ndef read(url):\\n r=requests.get(url,timeout=120); z=zipfile.ZipFile(io.BytesIO(r.content)); name=z.namelist()[0]\\n f=z.open(name); rd=csv.DictReader(io.TextIOWrapper(f,encoding='utf-8-sig',newline=''))\\n return z,f,rd\\nz,f,rd=read(base+'credito-anual-2026.zip')\\nfield=rd.fieldnames\\nmetric={'credito_presupuestado','credito_vigente','credito_comprometido','credito_devengado','credito_pagado','ultima_actualizacion_fecha','impacto_presupuestario_anio'}\\nkeycols=[c for c in field if c not in metric]\\nannual={}\\nfor row in rd:\\n annual[tuple(row[c] for c in keycols)]=D(row['credito_vigente'])\\nf.close(); z.close()\\nz,f,rd=read(base+'credito-diario-2026.zip')\\n# daily key remove date/month/anio to annual key\\nmissing=pay=pay_ann_vig_zero=pay_daily_vig_zero=0\\nsamples=[]\\nfor row in rd:\\n p=D(row['credito_pagado'])\\n if p==0: continue\\n pay+=1\\n k=tuple(row[c] for c in keycols)\\n av=annual.get(k)\\n if av is None:\\n missing+=1\\n elif av==0:\\n pay_ann_vig_zero+=1\\n if len(samples)<3: samples.append((row['impacto_presupuestario_fecha'],row['credito_pagado'],row['credito_vigente'],row['servicio_desc'],row['programa_desc'],row['inciso_desc'],row['principal_desc'],row['parcial_desc'],row['ubicacion_geografica_desc']))\\n if D(row['credito_vigente'])==0: pay_daily_vig_zero+=1\\nf.close(); z.close()\\nprint('annual keys',len(annual),'paid daily rows',pay,'missing annual key',missing,'paid rows daily_vig0',pay_daily_vig_zero,'paid rows annual_vig0',pay_ann_vig_zero)\\nprint('samples annual denom zero',samples)\\nPY\",\"timeout\":600,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"annual keys 72485 paid daily rows 153418 missing annual key 14 paid rows daily_vig0 153315 paid rows annual_vig0 43546\\nsamples annual denom zero [('2026-01-22 00:00:00', '0,24', '0', 'Corte Suprema de Justicia de la Nación', 'Mandamientos y Notificaciones', 'Bienes de consumo', 'Otros bienes de consumo', 'Otros n.e.p.', 'Ciudad Autónoma de Buenos Aires'), ('2026-01-22 00:00:00', '0,95', '0', 'Corte Suprema de Justicia de la Nación', 'Pericias Judiciales', 'Bienes de consumo', 'Otros bienes de consumo', 'Otros n.e.p.', 'Ciudad Autónoma de Buenos Aires'), ('2026-01-22 00:00:00', '0,04684696', '0', 'Corte Suprema de Justicia de la Nación', 'Pericias Judiciales', 'Servicios no personales', 'Servicios básicos', 'Gas', 'Ciudad Autónoma de Buenos Aires')]\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_4ECviZarwP3KtHWaq8sKuvHR" }, { "role": "assistant", "content": "", "reasoning": "**Analyzing payment calculations**\n\nI’m considering how to calculate the total amount paid by summing `credito_pagado` for selected new rows within a specified date range, including negative values. For tweets, I’ll detect changes by comparing daily rows or recent maximum date rows since the CSV updates daily. YTD paid involves summing annual `credito_pagado` for a group or daily up to the latest date, while annual vigente takes the annual `credito_vigente`. I also need to compute percent paid over the current budget accurately.", "finish_reason": "tool_calls", "reasoning_content": "**Analyzing payment calculations**\n\nI’m considering how to calculate the total amount paid by summing `credito_pagado` for selected new rows within a specified date range, including negative values. For tweets, I’ll detect changes by comparing daily rows or recent maximum date rows since the CSV updates daily. YTD paid involves summing annual `credito_pagado` for a group or daily up to the latest date, while annual vigente takes the annual `credito_vigente`. I also need to compute percent paid over the current budget accurately.", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0GJIgaZozLLEjowri64yMGlo_nb0HZIERXlUxQpJmjE37w73y5P5N9O4Kl092th5EZMcIKz3cAGTEGDcNPfpE3OKqaAN8OVRQcxflQerhicuGbrAB3CdeO6jiIwAlTWq5-NYxGupj8mDiEoZsAOnteOKSKKdIT67xWlnrY9z5OZnMUhn-FN-SRt5cHs6D3XhZcxgEDllVxu5CviFMpAP3_iJ457RlQ5HTJsr_RfIUeu-NGMWq97iKUGCXTp9rkOtufB_cZCH_IpyRfUJkPmgfGe4i5g_KUp9yfXlQFDUHpe8zl1L59JFw8rFWcYwSAtbPnI4GvIdfIIq1K0nJZ3E8WqapCIxouiDLGgCgCOz-b7OuPnT5TSF9cCnRSlYC72fBEMLA7XwjfPtYpcuJXgZVa-yQJ24FIpTfj8M7NYmGELRrCnPY1nWyeZnSyyIuwMoCF0MbCNshB7L1yY50WgjIFA32xtANTMbQB_bsfuig5vavJIiVoGNGwSMQIt6U9Jfn-p_jK3MAVR7VNIB8YYdoG85YtEH7r4iVUySyoZL0AZqiij5mD7qMI6wf1Lbf8EcCpXUmkAxG5376JOhSsEmLifD_Lu20n7jy-9ESrwlADykJKL4SfF7Fz1ML9KRQvxzxPXcjAg9QxQyEzSP9qdQ5w8jT-Q2NoKKENAhzmM1vt7gw_j2IrJru533IEg_2tKCQEFOWNddnEiE4-vrN7SHOO8XYaSh8cZY5nQ08HGgDD0q8lvUXmkOZwRrPaB0ETqbqqBaRh7-mYGk7lKv3HyE8LanPtV1mhhpDK07_BJLS2Vib0ExrESWB7-a__UMmwxZuJzCgv-l1hiZd5sHjhCbXgYesVy6lQd3Wws7mBZHlOBVdo_8F0e1LPm5yq-uTy6VJPirRZdh3-Bw_wVwcxtzyVhIxDehxE6CJpNoiXgnxlfKCXKyFWe-6A1kZGMCsrk_ind_ndftt4-7nR8ntQujzcnVlq97yupnKJi7SxGoASWvfEjucrxhiUPSzU7NMfBrJRzGks-_U5ymkvKdbpy8IM6DajhUjMuFIg81AlippeyiXZYpXhtMvt-FL5n3g8464j_02WKJnGLoi1UAsWfUS7ErhlZk0XJ0-JzuzsP_a2KIUNcOHMFelgSB0fpEjZQc6vk7AiuiBLQzJrdLJhUlNkzGkthAAD677C1mAxAKNj1DQEhlKrAeFJj9_L9xhhnRW6CipDJfSU_EJAWLF44oo7KDrv7xvWjTZZmM71t2GdM_Dmn5TD6zNGeS9kNkPviYGw9mJk92_xdaFP3GTSBIIXY2sA42dctJGV9PApI5P0PXe_GqzmYfUhmhUrpMNaHi4nQ0PYF_t_cn0OcwCaaeZRQS07AmPZljQbjLYgO2x2m52431elONocj1qQ8rjjuo7pRVzp58JFVevavApVFJJdmg9WXt5XdqsaH8GQRVtlb1byUhu9HBkIV8fchWvCv6vZn86a52Jo7NFd9WmHobNsU8egtv4Px2KxhKPfWs_6juDf5YWWw5Ag1H7rNyfw9kvRQCF75090ZMSPBC7OA_UBCv9H9Z_QDPqjYq8A4uOY9ZIck2l9VYKF4ZPJQRjD5iHf4xlDMNQqNPNdYg49suRr9q-f1L81bJ_D9fw8LZf4qV2Wm8xQviGqvqbHwB84jOQbJ_NEXG_1CVeKWFioK6uklqbdCyRBR23h6TUCOaZyOtnbNjKittbgNOdz-U29FIBCJpuRxGOZSaMIvwiOfx7RsbGLQdg8Y4NcMXWdVsQnDjEyDsyTi9PKCjkixKpdpgms_K47OI_xL8Hd35cSIMl5a6hmUjgFX0AfF3wSyQtgtBoYVFXnFQ-CwcSsuPOjuZaPA0X61Vt-Jh684O37IOsT6FU1j1QPVjZvxhPX8hPsfuSglBepIEI9chCD07UmVzayHvPkvXCCuJEmG8dnaKlrq1icter-2NqywF7nuPxNnBoZGOLgZe6nRWuGocPoOq3SW09CYp3J7Gw_dK4fBb4XLU3cpnotvwPj4DOFrfy4ZbPjfYJx2VsHWwqU-LitqlypM31sF1JoPoOLCijgSvwf2j8GYA8xQaruvGac9Uq0WnSg4ne-0ghhrxbK8iq80Lj4Xackcv43C6IXExDtuZwdYtiu57F5xl9UDemunw8bUUfFkZmSVz3_0AaVwSUayrWRmZkcd9nho02T5iztU42hDBQmvHZfhg9sRs8rmAbhQ4lsdCxlMHzKZ37iPgqucgftC1Kmoe6BHzzINm76otSVZCxv12VxdT3Gm4RqdFXV7nqtAtxE3ybGOx-OlponfTglrzK6dA-BrlMERQsSMdWgCqjw_rIMinHlBW5zooQBjpz9J_b71YJvlNPZGzvsMH3npEUXnrWzu4y0PDZlccrgKOZ8MolTSI188qndSdC5M2NhOzkNlxKdCbO7MJJIxg89NU3BWLr0wkcxQhXPCqLtOxWb3Eqn9pUz9RARq0pT8RFMm0UlrUseyi_8VXA6URxGMT-oXMHvpar2NwZnBp07vn7mvKx5xRZCR91zIr_0umpChlnM6WUO1gJONtZ90xr-ksHhhk7QNBGh3Mxb8IB3fr-EsRTGTWZCZgJoavFuU_3iNc8xVMdEWgnFQiaKYhtaQ5ZTH-B5QrxhwSpa123IjLNKf91X9DVTK3VDBnwttn9qYCAQS3u0xPQLRlEzrAmlGfQfgV_HxNqgRj5B4Dr4Oxc_s8CjX7SQA_qmZMnqs9hcfhALC4i7nSxHzC7vx40cEeOWOksL3zWUb3KvK0THlOv6g-83KJ_WK50IsRdC8yQXyj0YV84qOzfgpLuThmnlb91wjXla03ijHTEfxpfzf9_lDmrU2Pz0RUBVV5Ta-pFX5pbEeKDqBJiTwu7ewMZj-do-zsLIACvE9Rgx2mR8hYIkWOTnilAVUlsiSFgr2OXXvez_KyUmVsVspLEHzwBjZe3CdnqFC5Md9ZF8bT_tFe2ncxJNkBpbHBPyraYpsHxdJRPchg2RDCSXdGESCXzwmgMDR-e3kUFso9DhgHFKe9m4VosgHCt0xB4gHE8p36t4b9u423aIysBkLuRlzkbwD2c39tzSBg3a1JpYPLUqYnhQNuTVbSkqPSI92CHilV9binjn-yTv5sKKnphnmCobRbaTaBNHLMHrfhZLHtuom7JjJtHpt73MpYusKuTtmeM1G0ZdE4TcMBZlejJM4cL79juTezVermbHu4FJ_dvuPlxls02nyv-HTXiI9uodTGciylTMEIW1RR9ceMTBHDwbD8gW_kJLfsFYYX-ELNjAy3qKyN8lKUKOjlpqhVOMFYbQ0CiKDpTLTyn5lpJFzcF426mcydf3cPQLmeWCAUsn7xbTQ1E_EvBQwyzl9hk9Wa3wMkI_Tu-DlXwW4zK3yA_gcLQUgl1B_fdtw0YV7VtNvYkPz3e45uBZteBDCEtIJkSeXJRUW5RvrnDZZFtfDoJZ3Z4bRhrJReioudQJvhOvE3B0wjiKW9VL-tNofzTIrBp7qEaLn7sICiMgkGwHSJBsBt_AfKof6kbbMKBV4oUuUg42WqT1HYB2PuNJVntyO0Qeme3f06B9emuJHZsiLBo13oG6JkHcUsTxCOxxN_YtwyYZCEa2EXR3y4quqORXZHMtpcoGlEQ8-gXJYaMn8q8-olXsauznGQ9NF26B2eveCKiMpG-X3QiV7XEVXkCzUvfzwGiFASHoTuOOzkbux7bOL8imzuCsnHJHW3q1nYhH4FOOuYvmUe8_1tii1oLlz91kTxJeNDzDoJMrUxMqHTu46KAFbCOfc9RRZg-2AA7lbt3b6AWqEHlYQngU69SXugFNujVfOv7WU7t0zoclAdc0wsVHZJyRJOQQ4jAIOOe8kbx10J6Lnfo_ObOWNqLvvDIJWgSbfn4U7bT3QSNbC4O_n0HNRuZwvNqs67GUK2M3bgdroHuhKY7GYyUDTpc17Cm07PPWwYMUGHAeNzA4VY_Pbnx2rdHnYQXGTyAW7Yw-oMKMyMWp1Cz-XZ8B9qAejc_NTzJRMTqh3fYFE2YCgez44p5-GLwY2jJAZUEHdeRhFcLsuSpqnzU5IXIOkB7L5XU1CVVPm6GHhlhrEjUjoXTJRJ5rrRdc9kra91AZIaVQom6_awncUHhTlsK5XEZi_m7WWcnn7FqDGiwOeFE5hOhcA4B05qr1qW3fFYR2nRFaFaIhLyF6CiO3QIkjqdQ2xdy-eYw15Bu3WSRc_OKDtwDz6SY5AvR_HlOxok7X_xETnrLo5Mj0QneApfwCsqz7XMgk1z4FMSCkANJ0T9HRxmyRc0DCrWRHPn4k0jIACmA9l3uJiCUGf_uNpzZzfPSDOvX682QfxKV-ukNHGACoDUYuRIZq9qcWrAh0zYrrDqpPJgprkck8qb0L3xg641gD5jeThbmNNVZxepJnb4rZbgyg87yYaxOAPp58YFpz0yMs_zyZVXH9oFqa5W46EBcOtCITlKI5S5DnJDux0U6tG9O3fgIU1gkzRtS9fSdAw4T2CjPEJcY_Vsintgm4sX7h1fDr93S7Ao7y_rKjgG54hVrWx6CwqbX_yS-v_1W-CnRd7MhAzExMP4i4a8Cq8b8WMjpgJgQPG8u5nk9F_mzxpOprGF20bU5QLHq7jamSQoQAbqY6-Uef0WdAuOjR41solCdVRFyBetgUL7mE7TO4anXDEG2fS0qWvHi-XJ-j9dJveSf2SutIj1dzx5_2hJV45pihD5wgbkPuMsnMUUZVQZnhSGVyN38JWi8X4aZv_8vmzE06Eo5LlaNVKwdT_z9kmCUTYB6yipkNKgAdHxr4_B59wIDHU5UMtTL9GESqnxBPrt0Vx97-zMJ27mIGzUQbxA5GucyzhPSDokt6m5onPopFupDoQ5Th7kdrdtRjfVe-nu2zIC0_crc8LYNZA_Oe4bDjbfyDQP6UrxTcZb2LasUj3W3riAozD_3goQKtSdzpkjoH83OVgM4kTjiKnPTRkKfksA6suyKCHal-YEXl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"id": "rs_0522fd6076e64d66016a0341727e288191afec95652d166619", "summary": [ { "type": "summary_text", "text": "**Analyzing payment calculations**\n\nI’m considering how to calculate the total amount paid by summing `credito_pagado` for selected new rows within a specified date range, including negative values. For tweets, I’ll detect changes by comparing daily rows or recent maximum date rows since the CSV updates daily. YTD paid involves summing annual `credito_pagado` for a group or daily up to the latest date, while annual vigente takes the annual `credito_vigente`. I also need to compute percent paid over the current budget accurately." } ] } ], "tool_calls": [ { "id": "call_3LQpCqzxlkLA2L3UPX4D4jL4", "call_id": "call_3LQpCqzxlkLA2L3UPX4D4jL4", "response_item_id": "fc_0522fd6076e64d66016a034189a05c8191b1e3f4f3240373f4", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,zipfile,io,csv,collections\\nurl='https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-anual-2026.zip'\\nr=requests.get(url,timeout=120); z=zipfile.ZipFile(io.BytesIO(r.content)); name=z.namelist()[0]\\nsubs=collections.Counter(); progs=collections.Counter(); baps=collections.Counter(); ues=collections.Counter()\\nwith z.open(name) as f:\\n rd=csv.DictReader(io.TextIOWrapper(f,encoding='utf-8-sig',newline=''))\\n for row in rd:\\n if row['inciso_id']=='5' and row['principal_id']=='6':\\n subs[(row['parcial_id'],row['parcial_desc'],row['subparcial_id'],row['subparcial_desc'])]+=1\\n progs[row['programa_desc']]+=1\\n baps[row['codigo_bapin_desc']]+=1\\n ues[row['unidad_ejecutora_desc']]+=1\\nprint('subparcial university top')\\nfor x,c in subs.most_common(20): print(c,x)\\nprint('programs top')\\nfor x,c in progs.most_common(10): print(c,x)\\nprint('ue top')\\nfor x,c in ues.most_common(10): print(c,x)\\nPY\",\"timeout\":300,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"subparcial university top\\n11 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '848', 'Universidades sin Discriminar')\\n9 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '840', 'Universidad Nacional de Tres de Febrero')\\n9 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '811', 'Universidad Nacional de Cuyo')\\n8 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '836', 'Universidad Nacional de Tucumán')\\n7 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '866', 'Universidad Nacional Arturo Jauretche')\\n7 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '808', 'Universidad Nacional del Centro de la Provincia de Bs.As.')\\n7 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '806', 'Universidad de Buenos Aires')\\n7 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '810', 'Universidad Nacional de Córdoba')\\n7 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '814', 'Universidad Nacional de General San Martín')\\n6 ('2', 'Transferencias a universidades nacionales para financiar gastos de capital', '819', 'Universidad Nacional de La Plata')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '841', 'Universidad Nacional de Villa Maria')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '812', 'Universidad Nacional de Entre Ríos')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '816', 'Universidad Nacional de Jujuy')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '827', 'Universidad Nacional de Quilmes')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '835', 'Universidad Tecnologica Nacional')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '809', 'Universidad Nacional del Comahue')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '819', 'Universidad Nacional de La Plata')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '820', 'Universidad Nacional del Litoral')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '828', 'Universidad Nacional de Río Cuarto')\\n6 ('1', 'Transferencias a universidades nacionales para financiar gastos corrientes', '829', 'Universidad Nacional de Rosario')\\nprograms top\\n305 Desarrollo de la Educacion Superior\\n34 Fortalecimiento de la Infraestructura Social, del Cuidado y Sanitaria\\n7 Acciones de Capacitacion Laboral\\n6 Formulacion y Regulacion de la Politica Laboral\\n5 Cooperacion e Integracion Educativa Internacional\\n3 Coordinacion del Plan Nacional de Medicina\\n1 Proteccion de los Derechos del Interno Penitenciario\\n1 Promocion de la Competitividad Pyme, el Desarrollo de los Emprendedores y la Economia del Conocimiento\\n1 Acciones de Empleo\\n1 Gestion Educativa y Politicas Socioeducativas\\nue top\\n220 Subsecretaría de Politicas Universitarias\\n85 Secretaria de Educación\\n34 Secretaría de Obras Públicas\\n14 Secretaría de Trabajo, Empleo y Seguridad Social\\n5 Dirección General de Cooperación Internacional\\n3 Gerencia de Área Aplicaciones Nucleares a la Salud\\n1 Procuración Penitenciaria\\n1 Secretaría de Coordinación de Producción\\n1 Subsecretaría de Politicas e Innovación Educativa\\n1 Instituto Nacional de Educación Tecnológica\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_3LQpCqzxlkLA2L3UPX4D4jL4" }, { "role": "assistant", "content": "", "reasoning": null, "finish_reason": "tool_calls", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0GdphTv7vE4Hks2kYgsUcEfjqqOPEjmazvwtAKkvURR0P29rl_FW3DXhUcQ8sgtP05JETwp2qpSeCVNhcslOumflyjva-6rHASrjkLjGK5QWx6zV9571AZURJKpkt5pv1k03vtzmuec9x-rtr2WWelejPjLg_qH88VJDHB3SeQ-c-cFnvkO5l8Qs7UwseY7xhRSZ5Eo9RqIKy33bLtiQ1GL1js5ZsikZHLxENmfEsDfmFnLvZrLAN8soEOPu6odPu09Fi5iDYzgaHKSWtcljaQZsR3tlrz4U1iz8g2ausXUn2c_8acxfj9cNQHPqTAkflkfWwI6NCq7vST74z3tasVBd65duHXRxRMxY_-6XbKkaYgK2uSCvFeOVki73e5Zc-dzZhiSJvbJ5RrwRHwATxd5_m8KTANo9-VkFYQicm5IvytCip2LxNa8uGv2y86XXUO2vGix4UN_JHOz2_eRjbfdojRgOp8JPpJWfWaRhNOMYSU5EDDO4e-zrukyzkdUp-6dTu12O1g1CayTdkgEo9gKeFMVLq6BD35vQJ1gLZBbN-dolwMoBDR4cT72XtTriQLTzjGp2sE9spLt-wz9wq24xxI0diz9mBTPcgCtr1_KWOYfEagzfnu1cCu0fdrDL8KgDk1Yj7y074NqAaJdaYfX7XLMbBXr4OtK_WB95AwS0liHeYM6EzlzXyqSl1kbZTBrEZ-IRzIFs6Ic7ez4YiYtCaTqGAS1aOfaKRba2Iywvsv5eedaGMJlycHSVbBFIl6UeCiW079GIonuwP4avV1mCQ_hLC_IBBlMnw9vBSoiEzFEWZgtzgbvFdScLxs_AVp9cj-Zlpx0_jF-OuqkVB63hH1732vFuSkCfCwIX8DM-4u4twRAsgjcquz5W3hs5OQ4bpBGcvpWOX8duGz5qKWeHx_xl0l1KOld0u4vXHZa2jNkWoDfou8Z6dnx6va5ok4eHbJLF47eNTFeW27R9Xu3Uthe8h2_vOg7hGKZXTKq5SGBEoIzC_qMlCZxUMzKmYzQ6CeJZXfb4IqVQExlwyEnGQ==", "id": "rs_06a3ddca36501b2a016a03419c7c48819180bbbca7526861f3", "summary": [] } ], "tool_calls": [ { "id": "call_EszJqbmksff0RIENVyPFEN4l", "call_id": "call_EszJqbmksff0RIENVyPFEN4l", "response_item_id": "fc_06a3ddca36501b2a016a03419e07e881918cdb47d15d1ad10b", "type": "function", "function": { "name": "terminal", "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,zipfile,io,csv,collections\\nurl='https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-anual-2026.zip'\\nr=requests.get(url,timeout=120); z=zipfile.ZipFile(io.BytesIO(r.content)); name=z.namelist()[0]\\nfor principal in ['7','8']:\\n subs=collections.Counter(); ubic=collections.Counter(); progs=collections.Counter(); services=collections.Counter()\\n with z.open(name) as f:\\n rd=csv.DictReader(io.TextIOWrapper(f,encoding='utf-8-sig',newline=''))\\n for row in rd:\\n if row['inciso_id']=='5' and row['principal_id']==principal:\\n subs[(row['parcial_id'],row['parcial_desc'],row['subparcial_id'],row['subparcial_desc'])]+=1\\n ubic[row['ubicacion_geografica_desc']]+=1\\n progs[row['programa_desc']]+=1\\n services[row['servicio_desc']]+=1\\n print('\\\\nprincipal',principal)\\n print('sub top'); [print(c,x) for x,c in subs.most_common(10)]\\n print('ubic top'); [print(c,x) for x,c in ubic.most_common(10)]\\n print('program top'); [print(c,x) for x,c in progs.most_common(10)]\\n print('service top'); [print(c,x) for x,c in services.most_common(10)]\\nPY\",\"timeout\":300,\"workdir\":\"/home/ubuntu/.hermes\"}" } } ] }, { "role": "tool", "content": "{\"output\": \"principal 7\\nsub top\\n394 ('1', 'Transferencias a la Administración Pública Provincial para financiar gastos corrientes', '3009', 'Otros organismos provinciales')\\n206 ('1', 'Transferencias a la Administración Pública Provincial para financiar gastos corrientes', '3001', 'Administración Central Provincial')\\n53 ('4', 'Transferencias a instituciones de enseñanza provinciales y municipales para financiar gastos corrientes', '3119', 'Educación sin discriminar')\\n22 ('6', 'Transferencias a la Administración Pública Municipal para financiar gastos corrientes', '9999', 'Sin discriminar')\\n6 ('1', 'Transferencias a la Administración Pública Provincial para financiar gastos corrientes', '3109', 'Asistencia Financiera para la Protección Ambiental de los Bosques Nativos (Presupuestos Mínimos, Ley N° 26.331)')\\n5 ('1', 'Transferencias a la Administración Pública Provincial para financiar gastos corrientes', '2753', 'Plan Gas IV – Gas.AR (Decreto 892/2020)')\\n5 ('1', 'Transferencias a la Administración Pública Provincial para financiar gastos corrientes', '2928', 'Compensación a empresas productoras de gas – Resolución Sec. Energía N° 24/2025')\\n5 ('1', 'Transferencias a la Administración Pública Provincial para financiar gastos corrientes', '2882', 'Fomento de la Pesca, Protección de Intereses Nacionales y de la Sustentabilidad de la Actividad (Régimen Federal Ley N° 24.922)')\\n5 ('1', 'Transferencias a la Administración Pública Provincial para financiar gastos corrientes', '3013', 'Acuerdo Nación-Provincias sobre Relación Financiera-Art. 11')\\n5 ('1', 'Transferencias a la Administración Pública Provincial para financiar gastos corrientes', '3003', 'Instituciones de seguridad social provinciales')\\nubic top\\n54 Ciudad Autónoma de Buenos Aires\\n33 Provincia de Buenos Aires\\n32 Provincia del Neuquén\\n31 Provincia de Córdoba\\n30 Provincia de Misiones\\n29 Provincia de Santa Fe\\n29 Provincia de Entre Ríos\\n28 Provincia de Catamarca\\n28 Provincia del Chaco\\n28 Provincia de Mendoza\\nprogram top\\n120 Informacion y Evaluacion de la Calidad Educativa\\n97 Gestion Educativa y Politicas Socioeducativas\\n96 Acciones de Formacion Docente\\n75 Regulacion de la Ablacion e Implantes\\n71 Plan Nacional de Alfabetizacion\\n64 Fortalecimiento de los Sistemas Provinciales de Salud\\n53 Innovacion y Desarrollo de la Formacion Tecnologica\\n33 Servicio Estadistico\\n19 Relaciones con las Provincias y Desarrollo Regional\\n11 Formulacion y Ejecucion de Politica de Hidrocarburos\\nservice top\\n444 Secretaría de Educación\\n75 Instituto Nacional Central Único Coordinador de Ablación e Implante\\n65 Ministerio de Salud\\n33 Instituto Nacional de Estadística y Censos (INDEC)\\n22 Ministerio del Interior\\n15 Ministerio de Economía\\n13 Obligaciones a Cargo del Tesoro\\n11 Secretaría de Turismo y Ambiente\\n11 Secretaría de Industria y Desarrollo Productivo\\n9 Secretaría de Trabajo, Empleo y Seguridad Social\\n\\nprincipal 8\\nsub top\\n116 ('1', 'Transferencias a la Administración Pública Provincial para financiar gastos de capital', '3001', 'Administración Central Provincial')\\n13 ('6', 'Transferencias a la Administración Pública Municipal para financiar gastos de capital', '9999', 'Sin discriminar')\\nubic top\\n16 Provincia de Corrientes\\n11 Provincia de Córdoba\\n9 Provincia de Catamarca\\n9 Provincia de Misiones\\n8 Provincia de Tucumán\\n8 Provincia de Tierra del Fuego, Antártida e Islas del Atlántico Sur\\n7 Provincia de Mendoza\\n7 Provincia del Chaco\\n7 Provincia de Santiago del Estero\\n6 Provincia de Buenos Aires\\nprogram top\\n93 Desarrollo de la Infraestructura Hidraulica\\n11 Apoyo para el Desarrollo de Obra Publica\\n6 Construcciones Viales\\n5 Acciones de Empleo\\n3 Acciones de Capacitacion Laboral\\n2 Formulacion y Ejecucion de la Politica de Energia Electrica\\n2 Consolidacion Urbana, Mejoramiento de Barrios y Puesta en Valor de Centralidades\\n2 Regulacion de la Ablacion e Implantes\\n1 Promocion y Gestion del Impacto Climatico y el Desarrollo Sostenible\\n1 Relaciones con las Provincias y Desarrollo Regional\\nservice top\\n106 Infraestructura Económica y Social\\n8 Secretaría de Trabajo, Empleo y Seguridad Social\\n6 Dirección Nacional de Vialidad\\n2 Ministerio del Interior\\n2 Ministerio de Economía\\n2 Instituto Nacional Central Único Coordinador de Ablación e Implante\\n1 Secretaría de Turismo y Ambiente\\n1 Ministerio de Salud\\n1 Instituto Nacional del Teatro\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_EszJqbmksff0RIENVyPFEN4l" }, { "role": "assistant", "content": "", "reasoning": "**Considering dashboard architecture**\n\nI need to think about incorporating individual universities through a specific system. It's important to clarify that provinces generally only require geographic and categorical identifiers, not true beneficiaries. For the dashboard's architecture, I’m envisioning a backend ingestion worker with an API and frontend, and I’ll explore hosting options like cheap VPS or serverless functions. Given the substantial file sizes, data management is key. I must stay careful with the recent changes in pricing for X services, especially since details are conflicting.\n**Clarifying API constraints and costs**\n\nI need to highlight the importance of checking the specifics when hiring or contracting to ensure all models (mixed or legacy) are current. It’s crucial to outline OAuth requirements, especially the write-only nature of the free plan. The documentation indicates varying tweet limits for different plans. I’m seeing the official rate limits are a bit complex, plus the recent shift to pay-per-usage for new plans. For an MVP, if posting less than about 10-15 tweets a day, the free option might be enough, but I need to be aware of those monthly limits.\n**Verifying user data**\n\nI need to check if the app has 24-hour usage data and if there's a distinction for 100 users in that time frame. I think it's essential to verify this against the official documentation. Maybe I can extract information from the official pages. I already have some search outputs, but extracting the official pricing page would be useful to have the most accurate details. I'll get started on that!", "finish_reason": "tool_calls", "reasoning_content": "**Considering dashboard architecture**\n\nI need to think about incorporating individual universities through a specific system. It's important to clarify that provinces generally only require geographic and categorical identifiers, not true beneficiaries. For the dashboard's architecture, I’m envisioning a backend ingestion worker with an API and frontend, and I’ll explore hosting options like cheap VPS or serverless functions. Given the substantial file sizes, data management is key. I must stay careful with the recent changes in pricing for X services, especially since details are conflicting.\n**Clarifying API constraints and costs**\n\nI need to highlight the importance of checking the specifics when hiring or contracting to ensure all models (mixed or legacy) are current. It’s crucial to outline OAuth requirements, especially the write-only nature of the free plan. The documentation indicates varying tweet limits for different plans. I’m seeing the official rate limits are a bit complex, plus the recent shift to pay-per-usage for new plans. For an MVP, if posting less than about 10-15 tweets a day, the free option might be enough, but I need to be aware of those monthly limits.\n**Verifying user data**\n\nI need to check if the app has 24-hour usage data and if there's a distinction for 100 users in that time frame. I think it's essential to verify this against the official documentation. Maybe I can extract information from the official pages. I already have some search outputs, but extracting the official pricing page would be useful to have the most accurate details. I'll get started on that!", "codex_reasoning_items": [ { "type": "reasoning", "encrypted_content": "gAAAAABqA0HLVlq6lDwtKHnrTXHXZqEW2bWoEz833xq69TLlsOzM11KL3Fypx5EIPrT05j-CxbqhD0bWcYER3sLp5Y0jTb5ivqTKb8jqpVYcCv3OKgueY_eY_BYeWF2WJYXYItVIsd6c6aqP7tmuqL0jO3mgaVE-6bUCiUkye5QLQSAnlXKGW3GzK-o8cxOKAMqbY5jpKwgKQVuNJ_qsw5By0KIz_RqNdKlLhW6qJDaGuF1XxY0BHlteeGIWY2iUvGfFs9Y1BgB9RPXR9rlKQY77KiTFSobxYFyZppXzKofK-BYPSHgns9B5u4LQqPl_bdIst2Kde5XY7Njg6HOiCrwR17oQb4gny8tqeMCY1SQth-0z4ueeDO3jzW9ANNmZZ4LFfOq8lYrtEPEV_B1NOQl9It8HphGIPsKT3W3iupQmlf_GZjb_k8wlrIcueG3LENSKt9yfP8KocLIGf0R3JPinVM-tbpB9KBjq9zauqoo__8PvcuewGqMK_tNmm_3XiQ2mU-ANHJhqfKuokEk-e9VSE_U2FkCIOYPR2Sj793cV2f8DaGrVPQjosFFrq1Y02osyGbma3976aJAcPHb-h9gx10evVNqHwzLqJk_SVqtGMFphKdukBQT32Pg4lgJbNokGkcJXSuQiJGZumQOp2Ehj9OrNwMngIbByDwLR32mErPaVuq0SJEgz4O27Q6hwHFFQw7kF-v5M6aAowVhYbhdKa6NXP-fIhSjRR2UwEhvpHKmKm9jb8SGzT2f_gDymIf2uHlof7vSUp4b54wHtLoDloS7Ml0s_3hlbAeOuErQsc479UDHCNnN6RvPmH_PHDsDPOY5IfgZaHqoBLDKfg6PpbJy9uFIKbVr2L8B8jNCtmXS_E012V5xnwJcYmEBqRt351YRviZoGwybsLYwn0FySha5hC6BmaAzWm8At7d8F0fCttglFq_Z1GZhodDZoMaBZTXexD5bky5r48zsHrh-7yWQK3HQN_m9ibHGyMYKFNUVGwY-4h83ipNNs6WJdN_sf2hgKqHwJRkEvVIqW6wPShNFmaTzC2mcN2-p3TRStPQp7W8H7tGyOqfSrglGS48Az7VNbCumu-8oTL_eaJNuLnTMMVmAzodsp0kej1niI0Blbe75ScxZ5Di-WS075LVunyDqO8rPskTOb9clHP830b9Jza0oblDmVnOLsXXzBuTDvhud8aMY4lGLPwVArqhCHbEa0-UBaGM26ioK15myW-WJhVL6JyhMKG-E8hm1ZSsfBwvkucdEL75yvBksE1BEuBIeeMXFAWnognL78VTOiG4O4s56BwTYJJuC15fOAKntp5dEHt3QTqYe4CpCWkdvJ51ypR_osBsvNnIddTEjWZ7B_Hl3entpqfReDvgy-_TWz3eYyWSQiaep1_boIz0-9v8mU9qKWK89wO23cQh_kf_dzFIlzYOut2jhT6bGX99TTiVor3vMb29tLnRBWzdgfN2x_MEEDHHI7X33d_5R-wU0fRo5TboMv1uFkF1T9gBz_sM2OGFvMdMNBEb3doOBpUMo6JfJS6u-3M1F_z9cqZMGi4rCr_-4LG01xjvtNM8QadfyRWCg1YbdTF617neZgMnfm-9mHWEZqQSNkZtt2HrL6UJ5YcsTQL9EemnFVtDTWNGhKcUEz-ctOuCHPqlKD_jcrCsBe6oFkEEP8ntwKJQmBmpXakN2rusbDB2K6IIOzdBdyTqyqsDDCvaf7O7z84LCjyrSmfcDfRPb6_JZp8lrmMJnw2q5OxpHP_qfNzuPDiDKYWIb3XgBdnUixw1xX5S8xRa2aM52fiTDEj-yJfsoNkQcUICoN3TXTec4xjZu3zD9roOfWRUFUfeiMth1iaQLmXeHuDr3GGGGDQotLAZGQ66JgRdonPHKMSaB2bh6wrMXp_phj0Hi9mCH0Euzj_xKXDVm9fL6quH3tN6UdGvnz9uUVyusXZBL2YHSCEgh-mXMoXMM7-zEV8C-bTm8i1ao78ma8fi9MZBMNbxHEKRQ62Ll-Wvu6BsUlBynnDIqqN74DqHqpS42FA3HnIPz8mnuJpDyFDo6Tb2n095ekqE-j3r_oYD2MNNXgvTq-ZNW0a1d2hF8mSKOne_wh85idqZuKzn8c1rp6_8fh6byi-tr3WkZLEohI6GE4YM5rPKKEcwA9DRJTJnOdSwfnZxOI9nbWgUwsA5SjB288YLmVS9khCBbcg8tVvkEx3SXaEHyKa660cgyJnWTDnt3Z9O8224iXB7ZjhLk6jRfHwebd6bEUJnIsbFdf7FJThuU4mtF5knYKsw0coQUIng3tEfVtkPSy3Mxm_0HdDPacLYYRxkkZrx7dhBt9o0BNR8a6WHSnJi8XIpV0iJEoF3f1d1sYpxNgANyiCAvmwKM_dFZ9ONAlx4Ahp_BBpTv9XcI3ro64QEIeGQY83DMrI_UNl_etW0APPZIACErTw8_tf7GIId65ZMa5ACbrTRAPBshEo_MrfI7VcoLJgjj6-03NuVAl9CCQ_9Ya1IouDST7zoiBzml3owJJiVu-XbFcQEl4fgOGSxWRsNexfJo89i2NlxeY1qfe0LEkpGCqqXbiceAyjkIv0S_3oUbUWmzldm5rzcKwPj5X5Wneu0MMvfqJXMrg-zFH2ZIZTZzV3l2dB5WUZD1MdEAqdj0lIEGtM0lKqnU7wxI0WzAzzroD04WWILyvL8FaLYqlZeUwDvWzmqCzsvgpFT2T8SBdIJqdwob5nSCQN-6aJD9bALj5hju37Rnu4OZzSbTAgRiZ1eDBbVhS7dEuPieraRykp8AB4iZTDhNgzBhvDvoiO1KESbRxNmd_iLChkMZGoglDgw99OT2X7RXpg50mUZ39760MkTE2KgJ9NZ8BA1gKw0IkOQvqyCZLlVaBk4gJFTb_6UuI_Y64GPRoUNgP36fTHFEYZe9TG1nArnsOcaWOYxJxWj5dZLxYeHg2xuljGJJy2cAW0bXUumq8xf1_a5EVKy7Srf0Gra5gQiDRO9oaYwRde5IfXinKqG0dApOmIuz32XTF-PGj7qI2dCZoTdtHWZ-RD6LDbaTKJpPIqPirC1XMykisTYB5X4ptqm97sGKp5z_H-BeIPjjf-Dmxfsrfxwpfj9LZe9Z1iSvJUVoXVpZ79RISopsU1SPMynKPb6kp8eLDKqxjYWvftwYE8wHnBF_U2lN5YLsnI-0gW8W6RjF6P8lcvuQGIQa17p6IBZYeErptKvGpTZQfikNq3027qMv3bxnZ-Hte8fPatfr_pvy3nRJToh2r4IZqipStPVSqpfYL8XQngX7HC19SHU5DpiARlne0oeuvy5Au0ZuZsSxvEhPht9ce5tGlOQyQ0M6xUATm3OBucNX7jHEQEGr_Po-CFFQ1tCBhcgxrkLwxsvNjGqqQgbhF3ZBadqDUE0tIFotaxBoryAk54YQFrx04tNa3UJHZb_9K3AkMKmv4719fgORLhPCb-1_u4511B-B88t-4rZ7ID9LGBEPsyd5bLirUEmfMfCpSkF2BDGf1CCwIUgDqxVO6UxTramYbripa0y_SdbSLOebOR5AB4BxRlLRweZULjnYmGtIsSIslnf82zc4m6VK-29wDn2kj5Mlp0-svTJkLnxqqIEjidOJAVP6vlEI1D1Y-qnurtk79PQY1ceywOw8-Fp1U6AtYnNjvH4hXwjN5vp_SdKI-SCGTS81reP-mJV1G2bDQDcKBbBtXYpRJAZSMROcCD1FVDyk0Na3BF0vkhlaPS5DC8B8VzTt1X07rOdQ5eoOX6sxAzoK2oyv6Clx73gaGBgA3_1gOm2JfNEWtk958K_8Ju64hmp_yJsJQKe-uFzGe2Uvry9uvAbJ52_VlQlVu1ZUyQdbszQixKsZgJa1cD8TTmiWu3IYjBSXxAS_2_p-aqvQNgam7N83gbJi2PUkbBbZlIA0yJaOc4YtjizEGggqcYJz6Bvy204b4luxncKrN-yD0HcPEtg5uQ29NzbUTGjTXqsxTg48sIOOCIGunfZtZ92OwqBJEExPXEggK1u9f-oWUjjfWwr8vViKM98yBYVtWWwSyufeL4S040vCkdWcVw1n67EAJmAEBA3nQP_uQU4jCKEmuYtNOkX2Z4eBsOQzZXvBSZY9vkNUdtlpuFzvi1ecS3QbAEK8D0wLrWAOssYDJb_XdJtOZmPI33l6-Iyu98DMQtmvxWmAepodnB_OeJHc1pisvMbrNW7rsUFYC3yENHEb-Sfkif5Sc1mKyonbpHbL6KTOGhxeiMPjia-O32g==", "id": "rs_016775d2a58f8489016a0341b1bea48191991b2144eb2ef102", "summary": [ { "type": "summary_text", "text": "**Considering dashboard architecture**\n\nI need to think about incorporating individual universities through a specific system. It's important to clarify that provinces generally only require geographic and categorical identifiers, not true beneficiaries. For the dashboard's architecture, I’m envisioning a backend ingestion worker with an API and frontend, and I’ll explore hosting options like cheap VPS or serverless functions. Given the substantial file sizes, data management is key. I must stay careful with the recent changes in pricing for X services, especially since details are conflicting." }, { "type": "summary_text", "text": "**Clarifying API constraints and costs**\n\nI need to highlight the importance of checking the specifics when hiring or contracting to ensure all models (mixed or legacy) are current. It’s crucial to outline OAuth requirements, especially the write-only nature of the free plan. The documentation indicates varying tweet limits for different plans. I’m seeing the official rate limits are a bit complex, plus the recent shift to pay-per-usage for new plans. For an MVP, if posting less than about 10-15 tweets a day, the free option might be enough, but I need to be aware of those monthly limits." }, { "type": "summary_text", "text": "**Verifying user data**\n\nI need to check if the app has 24-hour usage data and if there's a distinction for 100 users in that time frame. I think it's essential to verify this against the official documentation. Maybe I can extract information from the official pages. I already have some search outputs, but extracting the official pricing page would be useful to have the most accurate details. I'll get started on that!" } ] } ], "tool_calls": [ { "id": "call_2par3ad8AQi5sh5Xvom2JrDe", "call_id": "call_2par3ad8AQi5sh5Xvom2JrDe", "response_item_id": "fc_016775d2a58f8489016a0341cc3ac481918cdc924577a77570", "type": "function", "function": { "name": "web_extract", "arguments": "{\"urls\":[\"https://developer.x.com/en/products/twitter-api\",\"https://developer.x.com/en/docs/x-api/rate-limits\",\"https://docs.x.com/x-api/getting-started/pricing\"]}" } }, { "id": "call_JslNKuiuDRtSYT7kXtwT0EOu", "call_id": "call_JslNKuiuDRtSYT7kXtwT0EOu", "response_item_id": "fc_016775d2a58f8489016a0341cc3ad881919960b88cca66052c", "type": "function", "function": { "name": "web_extract", "arguments": "{\"urls\":[\"https://developer.x.com/en/support/x-api/v2\",\"https://docs.x.com/x-api/fundamentals/rate-limits\"]}" } } ] }, { "role": "tool", "content": "{\n \"results\": [\n {\n \"url\": \"https://developer.x.com/en/products/twitter-api\",\n \"title\": \"X API\",\n \"content\": \"X API | Products | Twitter Developer Platform\\n# X API\\n## Real-time access to the global conversation, right at your fingertips.\\n## Tap into the core elements of X to build what's next\\n### **Posts**\\nTap into millions of Posts to understand the public conversation; or create your own to engage with the conversation.\\n### **Users**\\nManage or look up X users to analyze networks, understand your audience, or foster positive online relationships.\\n### **Direct Messages**\\nSend and receive Direct Messages to triage customer issues, send welcome messages, or create positive human interaction.\\n### **Lists**\\nCurate and manage lists of accounts to keep a pulse on industry experts, powerful voices, or organize who you follow.\\n### **Trends**\\nIdentify geographic trends first to pinpoint industry movement, discover hot topics, or stay ahead of the latest fad.\\n### **Media**\\nUpload media objects to share your creative energy, create interactive experiences, or build accessibility tools.\\n### **Places**\\nSearch for places to understand what’s happening in your neighborhood and around the world.\\n### **Spaces**\\nLook up and search X Spaces to help people find interesting and relevant audio conversations.\\n[View more in docs](https://developer.x.com/en/docs/twitter-api)\\n## The X API v2 is here\\nWith a modern foundation, new features and endpoints, and even more, the X API v2 makes it easier than ever to help improve the health of the public conversation, uncover insights, help people express themselves, and build what’s next.\\n[Learn more about v2 →](https://developer.twitter.com/en/docs/twitter-api/getting-started/about-twitter-api)\\n## Find the right access for you\\n### **Free****\\n******************\\nFor write-only use cases and testing the X API\\n* Rate limited access to v2 post posting and media upload endpoints\\n* 1,500 Posts per month - posting limit at the app level\\n* 1 app ID\\n* Login with X\\n* Free\\n[Get started](https://developer.twitter.com/en/portal/products/free)\\n### **Basic****\\n******************\\nFor hobbyists or prototypes\\n* Rate limited access to suite of v2 endpoints\\n* 3,000 Posts per month - posting limit at the user level\\n* 50,000 Posts per month - posting limit at the app level\\n* 10,000 Posts per month - read-limit rate cap\\n* 2 app IDs\\n* Login with X\\n* $100 per month\\n[Subscribe now](https://developer.twitter.com/en/portal/products/basic)\\n### **Pro****\\n******************\\nFor startups scaling their business\\n* Rate-limited access to suite of v2 endpoints, including search and  filtered stream\\n* 1,000,000 Posts per month - GET at the app level\\n* 300,000 Posts per month - posting limit at the app level\\n* 3 app IDs\\n* Login with X\\n* $5,000 per month\\n[Subscribe now](https://developer.twitter.com/en/portal/products/pro)\\n### **Enterprise****\\n******************\\nFor businesses and scaled commercial projects\\n* Commercial-level access that meets your and your customer's specific needs\\n* Managed services by a dedicated account team\\n* Complete streams: replay, engagement metrics, backfill, and more features\\n* Monthly subscription tiers\\n[Apply now](https://docs.google.com/forms/d/e/1FAIpQLScO3bczKWO2jFHyVZJUSEGfdyfFaqt2MvmOfl_aJp0KxMqtDA/viewform)\\n## Take the next step\\nBegin using the X API right away with one of our access plans.\\n[Subscribe now](https://developer.twitter.com/en/portal/products/)\\n[Learn more](https://developer.twitter.com/en/docs/twitter-api)\\n**Did someone say …cookies?**\\nX and its partners use cookies to provide you with a better, safer and\\nfaster service and to support our business. Some cookies are necessary to use\\nour services, improve our services, and make sure they work properly.[Show more about your choices](https://help.twitter.com/rules-and-policies/twitter-cookies).\\n* Accept all cookies\\n* Refuse non-essential cookies\",\n \"error\": null\n },\n {\n \"url\": \"https://developer.x.com/en/docs/x-api/rate-limits\",\n \"title\": \"Rate limits\",\n \"content\": \"# X API Rate Limits — Comprehensive Summary\\n\\n**Source:** https://developer.x.com/en/docs/x-api/rate-limits \\n**Topic:** X API v2 request rate limits by endpoint, plan, and authentication method.\\n\\n---\\n\\n## Key Facts & Excerpts\\n\\n> “The maximum number of requests allowed is based on a time interval, typically over a specified period or window of time. The most common interval is fifteen minutes.”\\n\\n> “Rate limits depend on the authentication method.”\\n\\n> “When these limits are exceeded, an error is returned.”\\n\\nRate limits are available in the **Developer Portal → Products** section.\\n\\n---\\n\\n## Core Concepts\\n\\n- X API rate limits control how many requests can be made to endpoints within a time window.\\n- Most limits are expressed as:\\n - **Requests per 15 minutes**\\n - **Requests per 24 hours**\\n - Occasionally **requests per second**\\n- Limits may apply:\\n - **Per user**\\n - **Per app**\\n - Or both\\n- Limits vary by:\\n - Endpoint\\n - Access tier: **Pro**, **Basic**, **Free**\\n - Authentication method\\n\\n---\\n\\n## Rate Limits and Authentication Method\\n\\nRate limits are set at both the **developer app** and **user access token** levels.\\n\\n### OAuth 2.0 Bearer Token — App Rate Limit\\n\\nUsed for requests made on behalf of the developer app.\\n\\n> “This method allows you to make a certain number of requests on behalf of your developer App.”\\n\\nExample:\\n\\n> “With a limit of 450 requests per 15-minute interval, you can make 450 requests on behalf of your App within that interval.”\\n\\n### OAuth 1.0a User Context — User Rate Limit\\n\\nUsed for requests made on behalf of an X user via that user’s access token.\\n\\nExample:\\n\\n> “With a limit of 900 requests per 15 minutes per user, you can make up to 900 requests per user in that time frame.”\\n\\nThis is required for some user-specific or private-data access, such as retrieving private metrics from Posts.\\n\\n---\\n\\n## HTTP Headers for Rate Limit Tracking\\n\\nUse the response headers from the most recent request to determine your current rate limit status.\\n\\n```http\\nx-rate-limit-limit\\n```\\n\\nRate limit ceiling for the endpoint.\\n\\n```http\\nx-rate-limit-remaining\\n```\\n\\nRemaining requests for the current window.\\n\\n```http\\nx-rate-limit-reset\\n```\\n\\nTime when the rate limit resets, expressed in **UTC epoch seconds**.\\n\\n---\\n\\n## Error Response When Rate Limited\\n\\nIf an application exceeds an endpoint’s rate limit, X API returns:\\n\\n```http\\nHTTP 429 Too Many Requests\\n```\\n\\nResponse body:\\n\\n```json\\n{\\\"errors\\\": [ {\\\"code\\\":88,\\\"message\\\":\\\"Rate limit exceeded\\\"} ] }\\n```\\n\\n---\\n\\n## Recovering from Rate Limits\\n\\nRecommended actions:\\n\\n- Inspect the `x-rate-limit-reset` header.\\n- Pause requests until the limit resets.\\n- Reduce request frequency.\\n- Use **exponential backoff**:\\n - Start with a short delay, e.g. a few seconds.\\n - Double the delay before each retry.\\n - Stop once the request succeeds or a reasonable max delay is reached, e.g. a few minutes.\\n- Ideally, make the client “self-aware” of limits and pause automatically.\\n\\nGuidance:\\n\\n> “If you exceed a 15-minute limit, then waiting a minute or two before retrying makes sense.”\\n\\n### Monthly Post Cap Note\\n\\nBeyond request limits, **Standard Basic** access allows up to:\\n\\n- **500,000 Posts per month**\\n- Applies to:\\n - Recent search\\n - Filtered stream endpoints\\n\\nIf this monthly cap is exceeded, the app should:\\n\\n- Raise a notification.\\n- Track its enrollment day of the month.\\n- Hold off requests until the cap resets.\\n\\n---\\n\\n## Tips to Avoid Being Rate Limited\\n\\n### Caching\\n\\nStore API responses locally when repeated usage is expected.\\n\\n> “Instead of calling the API on every page load, cache the response locally.”\\n\\n### Prioritize Active Users\\n\\nIf tracking many X users, only request data for users who have recently signed in or are actively using your app.\\n\\n### Adapt to Search Results\\n\\nFor apps monitoring many search terms:\\n\\n- Query inactive or empty-result searches less often.\\n- Query active/popular searches more often.\\n- Use backoff for rarely changing queries.\\n- Consider the **filtered stream endpoint** for real-time search-style monitoring.\\n\\n### Use Streaming for Real-Time Needs\\n\\nIf real-time data is required, consider:\\n\\n- Filtered stream endpoints\\n- Sampled stream endpoints\\n\\nSome freshness requirements may be impossible with regular REST polling under rate limits.\\n\\n---\\n\\n## Denylist / Abuse Handling\\n\\nIf an application abuses rate limits, it may be denied access.\\n\\n> “Denied apps are unable to get a response from the X API.”\\n\\nIf you believe denial was a mistake, use the **Platform Support forms**:\\n\\nhttps://support.x.com/forms/platform\\n\\nInclude:\\n\\n1. Why you think your application was denied.\\n2. If the issue is fixed, describe exactly how you fixed the problem.\\n\\n---\\n\\n# X API v2 Rate Limits by Endpoint\\n\\nLegend:\\n\\n- **U** = per user\\n- **A** = per app\\n- Empty / `—` = no listed limit for that plan in the provided content\\n\\n---\\n\\n## Posts / Tweets\\n\\n| Endpoint | Pro | Basic | Free |\\n|---|---:|---:|---:|\\n| `DELETE /2/tweets/:id` | 50 / 15m U | 5 / 15m U | 17 / 24h U; 17 / 24h A |\\n| `DELETE /2/users/:id/likes/:twee\\n\\n[... summary truncated for context management ...]\",\n \"error\": null\n },\n {\n \"url\": \"https://docs.x.com/x-api/getting-started/pricing\",\n \"title\": \"Pricing - X\",\n \"content\": \"# X API Pricing — Markdown Summary\\n\\n> **Source:** https://docs.x.com/x-api/getting-started/pricing \\n> **Title:** Pricing - X \\n> **Core idea:** X API uses **pay-per-usage pricing** with upfront credits; no subscriptions or minimum commitments.\\n\\n---\\n\\n## Key Excerpts\\n\\n> **Pay-per-usage pricing for the X API**\\n\\n> The X API uses pay-per-usage pricing. No subscriptions—pay only for what you use.\\n\\n> Purchase credits upfront in the Developer Console. Credits are deducted as you make API requests.\\n\\n> Different endpoints have different costs. View current rates in the Developer Console.\\n\\n> No contracts, subscriptions, or minimum spend. Start and stop anytime.\\n\\n> Monitor usage and costs live in the Developer Console.\\n\\n> Earn free xAI API credits when you purchase X API credits—up to 20% back based on your spend.\\n\\n---\\n\\n## Pricing Model\\n\\nThe X API is billed using a **credit-based pay-per-usage model**:\\n\\n- **No subscription required**\\n- **No contracts**\\n- **No minimum spend**\\n- **No long-term commitment**\\n- You purchase credits upfront in the **Developer Console**\\n- Credits are deducted as API requests are made\\n- Endpoint costs vary and current rates are shown in the Developer Console\\n\\nLegacy customers on **Basic** or **Pro** subscription packages can opt into pay-per-use pricing from the Developer Console. They can also switch back to their legacy plan later from the Console settings page.\\n\\n---\\n\\n## Deduplication\\n\\nX API applies deduplication to billable resources within a **24-hour UTC day window**.\\n\\n> All resources are deduplicated within a 24-hour UTC day window. If you request and are charged for a resource such as a Post, requesting the same resource again within that window will not incur an additional charge.\\n\\n### Deduplication Rules\\n\\n- Applies to **all billable resources**, including:\\n - Posts\\n - Users\\n - Other billable resources\\n- The deduplication window resets at **midnight UTC**\\n- Requesting the same Post multiple times in one UTC day counts as **one charge**\\n\\n### Important Caveat\\n\\nDeduplication is a **soft guarantee**:\\n\\n> While it occurs in the vast majority of cases, there may be specific edge cases like service outages that result in resources not being deduplicated.\\n\\n---\\n\\n## Credit Balance\\n\\nYour credit balance is visible in the **Developer Console** and is deducted in real time.\\n\\n### Important Notes\\n\\n- Monitor balance regularly to avoid service interruptions\\n- Add credits before the balance reaches zero\\n- If the balance reaches zero, API access may be interrupted\\n- Account balance can go **slightly negative**\\n- If balance is negative, API requests are blocked until credits are added to cover it\\n\\n> Note: It is possible for an account credit balance to go slightly negative. In this case, API requests will be blocked until you add credits to cover the negative balance.\\n\\n---\\n\\n## Auto-Recharge\\n\\nAuto-recharge can be enabled in the Developer Console to automatically top up credits and prevent interruptions.\\n\\n| Setting | Description |\\n| --- | --- |\\n| Recharge amount | The amount to add when auto-recharge triggers, e.g. `$25` |\\n| Trigger threshold | Auto-recharge activates when balance falls below this amount, e.g. `$5` |\\n\\n### Requirements and Controls\\n\\n- Requires a saved payment method\\n- Payment method must be set as the default\\n- Can be canceled anytime:\\n - In the Developer Console\\n - By contacting support\\n\\n---\\n\\n## Spending Limits\\n\\nYou can set a maximum spend per billing cycle to control costs.\\n\\n| Option | Description |\\n| --- | --- |\\n| Spending limit | Set a specific dollar amount as your maximum spend per billing cycle |\\n\\nWhen the spending limit is reached:\\n\\n- API requests are blocked\\n- Blocking continues until the next billing cycle\\n\\nRecommended use cases:\\n\\n- Prevent unexpected charges\\n- Control costs during development\\n- Control costs during testing\\n\\n---\\n\\n## Free xAI API Credits\\n\\nWhen purchasing X API credits, you can earn free **xAI API credits** based on cumulative spend during a billing cycle.\\n\\n> When you purchase X API credits, you can earn free xAI API credits based on your cumulative spend during a billing cycle.\\n\\n### Requirement\\n\\nTo receive free xAI credits:\\n\\n- Link your **xAI team** to your **X developer account**\\n- This can be done in account settings in the Developer Console\\n\\n### Reward Rates\\n\\nYour cumulative spend resets to `$0` at the start of each billing cycle.\\n\\n| Cumulative spend | Rate |\\n| --- | --- |\\n| `$0 – $199` | `0%` |\\n| `$200 – $499` | `10%` |\\n| `$500 – $999` | `15%` |\\n| `$1,000+` | `20%` |\\n\\n### How Rewards Are Calculated\\n\\n- The reward rate applies to the **entire cumulative balance**\\n- You only receive the **delta**:\\n - Newly owed reward amount\\n - Minus what was already credited\\n\\n> The rate applies to your entire cumulative balance, but you only receive the delta—what's newly owed minus what was already credited.\\n\\n### Example Reward Calculation\\n\\n| Purchase | Rate | Total owed | Already credited | You receive |\\n| --- | --- | --- | --- | --- |\\n| `$100` | `0%` | `$0` | `$0` | `$0` \\n\\n[... summary truncated for context management ...]\",\n \"error\": null\n }\n ]\n}", "tool_call_id": "call_2par3ad8AQi5sh5Xvom2JrDe" }, { "role": "tool", "content": "{\n \"results\": [\n {\n \"url\": \"https://developer.x.com/en/support/x-api/v2\",\n \"title\": \"X API v2 support\",\n \"content\": \"# X API v2 Support — Comprehensive Summary\\n\\n**Source:** <https://developer.x.com/en/support/x-api/v2> \\n**Page purpose:** FAQ-style support page covering **X API v2 setup, access tiers, limits, features, usage tracking, migration from v1.1/premium/enterprise APIs, bot labeling, and support channels**.\\n\\n---\\n\\n## 1. Overview: What Is X API v2?\\n\\nX API v2 is the **latest production-ready version** of the X API and is recommended for all developers.\\n\\n### Key facts\\n\\n- X API v2 was first launched in **Early Access in June 2020**.\\n- A stable, production-ready version launched on **November 15, 2021**.\\n- It is the recommended API for development after that date.\\n- It is intended to eventually replace:\\n - **standard v1.1 APIs**\\n - **enterprise APIs**\\n- New features will be released on **X API v2**.\\n\\n> “X API v2 is the latest version of the X API that can be used by all X developers.”\\n\\n> “Any new features will be released on X API v2.”\\n\\nUseful links:\\n\\n- [Review documentation](https://developer.x.com/en/docs/twitter-api/early-access.html)\\n- [Developer portal](https://developer.twitter.com/en/portal/dashboard)\\n- [Guide to the future](https://developer.twitter.com/en/products/twitter-api/early-access/guide)\\n\\n---\\n\\n## 2. Trying X API v2\\n\\nDevelopers can test X API v2 endpoints via **X API Tools** and the **X API Playground**, even before signing up for an account.\\n\\n### Examples\\n\\n- Username lookup: <https://oauth-playground.glitch.me/?id=findUserByUsername>\\n- Recent Post search: <https://oauth-playground.glitch.me/?id=tweetsRecentSearch>\\n- X API tools: <https://developer.x.com/apitools/>\\n\\n---\\n\\n## 3. Access Requirements and Setup\\n\\n### Developer account and project requirements\\n\\nTo use X API v2:\\n\\n- You need a **developer account**.\\n- Apps must be associated with a **Project** in the developer portal.\\n- Apps linked to a Project have at least **Free access** to X API v2.\\n\\n> “The X App you are using for v2 requests must be linked to a Project.”\\n\\nSetup and usage review is handled in the [developer portal dashboard](https://developer.x.com/en/portal/dashboard.html).\\n\\n---\\n\\n## 4. X API v2 Access Levels\\n\\nAll X API access requires a developer account. Free access is available immediately; Basic and Pro can be purchased through the developer portal; Enterprise access must be requested.\\n\\n### Access tier summary\\n\\n| Tier | Cost | Monthly Access / Limits | Apps / Environments |\\n|---|---:|---|---|\\n| **Free** | Free | 500 Posts and 100 Reads/month | 1 App, 1 Project, 1 App environment |\\n| **Basic** | $200/month or $175/month annually, $2,100 total | Up to 10K Posts/month, 2 top-ups allowed | 2 App environments |\\n| **Pro** | $5K/month or $4,500/month annually, $54,000 total | Up to 1M Posts/month, 2 top-ups allowed | 3 App environments |\\n| **Enterprise** | Starting at $42K/month | 50M+ Posts/month | 3+ apps; approved developer account application required |\\n\\n> **Note:** The source text says “$4.500 per month” for Pro annual pricing; context indicates **$4,500/month**.\\n\\nEnterprise application link:\\n\\n- [Apply for Enterprise access](https://docs.google.com/forms/d/e/1FAIpQLScO3bczKWO2jFHyVZJUSEGfdyfFaqt2MvmOfl_aJp0KxMqtDA/viewform)\\n\\nEndpoint availability by tier:\\n\\n- [Available endpoints by product/tier](https://developer.twitter.com/en/portal/products/)\\n\\n---\\n\\n## 5. Rate Limits and Monthly Post Caps\\n\\n### Endpoint rate limits\\n\\n- Each X API v2 endpoint has its own technical rate limits.\\n- Rate limits are listed:\\n - In each endpoint’s API reference\\n - On the [X API v2 rate limits page](https://developer.x.com/en/docs/twitter-api/rate-limits.html#v2-limits)\\n- In general, v2 rate limits are similar to standard v1.1 rate limits.\\n- Enterprise rate limit elevations depend on contract and package.\\n\\n### Monthly Post cap\\n\\nIn addition to per-endpoint request limits, X API v2 has **monthly Post consumption caps** at the **Project configuration level**.\\n\\nImportant details:\\n\\n- The cap applies across v2 endpoints used by an App.\\n- The monthly cap **does not deduplicate Posts** returned multiple times.\\n- Usage month is determined by the date the developer account was approved at **00:00 UTC**.\\n- Usage can be reviewed in the [dashboard](https://developer.x.com/en/portal/dashboard.html).\\n\\n### Monthly Post caps by tier\\n\\n| Tier | Monthly Post cap |\\n|---|---:|\\n| **Free** | 500 Posts and 100 Reads/month |\\n| **Basic** | 10,000 Posts/month |\\n| **Pro** | 1,000,000 Posts/month |\\n| **Enterprise** | 50,000,000 Posts/month and higher |\\n\\n### Endpoints that count toward monthly Post cap\\n\\nPosts received from these endpoints count toward the cap:\\n\\n- Recent search: [`GET /2/tweets/search/recent`](https://developer.twitter.com/en/docs/twitter-api/tweets/search/api-reference/get-tweets-search-recent)\\n- Filtered stream: [`GET /2/tweets/search/stream`](https://developer.twitter.com/en/docs/twitter-api/tweets/filtered-stream/api-reference/get-tweets-search-stream)\\n- User Post timeline: [`GET /2/users/:id/tweets`](https://developer.twitter.com/content/developer-twitter/en/docs/twitter\\n\\n[... summary truncated for context management ...]\",\n \"error\": null\n },\n {\n \"url\": \"https://docs.x.com/x-api/fundamentals/rate-limits\",\n \"title\": \"X API Rate Limits - X\",\n \"content\": \"# X API Rate Limits — Comprehensive Summary\\n\\n**Source:** <https://docs.x.com/x-api/fundamentals/rate-limits> \\n**Topic:** Per-endpoint rate limits for X API v2.\\n\\n> Rate limits control the number of requests you can make to each endpoint. Exceeding limits results in a **429 error** until the window resets.\\n\\n---\\n\\n## Core Concepts\\n\\n| Concept | Meaning |\\n|---|---|\\n| **Time window** | Usually **15 minutes** or **24 hours** |\\n| **Per-user limits** | Apply when using **OAuth 1.0a** or **OAuth 2.0 user tokens** |\\n| **Per-app limits** | Apply when using a **Bearer Token / app-only auth** |\\n| **Per-endpoint limits** | Each endpoint has its own rate limit |\\n\\n---\\n\\n## Checking Rate Limit Status\\n\\nX API responses include rate limit headers:\\n\\n```http\\nx-rate-limit-limit: 900\\nx-rate-limit-remaining: 847\\nx-rate-limit-reset: 1705420800\\n```\\n\\n| Header | Description |\\n|---|---|\\n| `x-rate-limit-limit` | Maximum requests allowed in the current window |\\n| `x-rate-limit-remaining` | Requests remaining in the current window |\\n| `x-rate-limit-reset` | Unix timestamp when the window resets |\\n\\n---\\n\\n# Rate Limit Tables\\n\\nUnless noted otherwise, limits are **per 15 minutes**. Some endpoints use `/24hrs` or `/sec`.\\n\\n---\\n\\n## Posts\\n\\n### Tweets Lookup\\n\\n| Method | Endpoint | Per App | Per User |\\n|---|---|---:|---:|\\n| GET | `/2/tweets` | 3,500/15min | 5,000/15min |\\n| GET | `/2/tweets/:id` | 450/15min | 900/15min |\\n\\n### Recent Search\\n\\n| Method | Endpoint | Per App | Per User | Notes |\\n|---|---|---:|---:|---|\\n| GET | `/2/tweets/search/recent` | 450/15min | 300/15min | 10 default, 100 max results; 512 query length |\\n\\n### Full-Archive Search\\n\\n| Method | Endpoint | Per App | Per User | Notes |\\n|---|---|---:|---:|---|\\n| GET | `/2/tweets/search/all` | 1/sec, 300/15min | 1/sec | 10 default, 500 max results; 1024 query length |\\n\\n### Post Counts\\n\\n| Method | Endpoint | Per App | Per User | Notes |\\n|---|---|---:|---:|---|\\n| GET | `/2/tweets/counts/recent` | 300/15min | — | 512 query length |\\n| GET | `/2/tweets/counts/all` | 300/15min | — | 1024 query length |\\n\\n### Filtered Stream\\n\\n| Method | Endpoint | Per App | Per User | Notes |\\n|---|---|---:|---:|---|\\n| GET | `/2/tweets/search/stream` | 50/15min | — | 1 connection; 1000 rules; 1024 rule length; 250 posts/sec |\\n| GET | `/2/tweets/search/stream/rules` | 450/15min | — | 1 connection; 1000 rules; 1024 rule length |\\n| POST | `/2/tweets/search/stream/rules` | 100/15min | — | 1 connection; 1000 rules; 1024 rule length |\\n\\n### Manage Posts\\n\\n| Method | Endpoint | Per App | Per User |\\n|---|---|---:|---:|\\n| POST | `/2/tweets` | 10,000/24hrs | 100/15min |\\n| DELETE | `/2/tweets/:id` | — | 50/15min |\\n\\n### Timelines\\n\\n| Method | Endpoint | Per App | Per User |\\n|---|---|---:|---:|\\n| GET | `/2/users/:id/tweets` | 10,000/15min | 900/15min |\\n| GET | `/2/users/:id/mentions` | 450/15min | 300/15min |\\n| GET | `/2/users/:id/timelines/reverse_chronological` | — | 180/15min |\\n\\n### Likes\\n\\n| Category | Method | Endpoint | Per App | Per User |\\n|---|---|---|---:|---:|\\n| Lookup | GET | `/2/tweets/:id/liking_users` | 75/15min | 75/15min |\\n| Lookup | GET | `/2/users/:id/liked_tweets` | 75/15min | 75/15min |\\n| Manage | POST | `/2/users/:id/likes` | — | 50/15min, 1,000/24hrs |\\n| Manage | DELETE | `/2/users/:id/likes/:tweet_id` | — | 50/15min, 1,000/24hrs |\\n\\n### Retweets\\n\\n| Category | Method | Endpoint | Per App | Per User | Notes |\\n|---|---|---|---:|---:|---|\\n| Lookup | GET | `/2/tweets/:id/retweeted_by` | 75/15min | 75/15min | — |\\n| Lookup | GET | `/2/tweets/:id/quote_tweets` | 75/15min | 75/15min | — |\\n| Lookup | GET | `/2/users/reposts_of_me` | — | 75/15min | 100 max results |\\n| Manage | POST | `/2/users/:id/retweets` | — | 50/15min | — |\\n| Manage | DELETE | `/2/users/:id/retweets/:tweet_id` | — | 50/15min | — |\\n\\n### Hide Replies\\n\\n| Method | Endpoint | Per App | Per User |\\n|---|---|---:|---:|\\n| PUT | `/2/tweets/:tweet_id/hidden` | — | 50/15min |\\n\\n---\\n\\n## Users\\n\\n### Users Lookup & Search\\n\\n| Method | Endpoint | Per App | Per User |\\n|---|---|---:|---:|\\n| GET | `/2/users` | 300/15min | 900/15min |\\n| GET | `/2/users/:id` | 300/15min | 900/15min |\\n| GET | `/2/users/by` | 300/15min | 900/15min |\\n| GET | `/2/users/by/username/:username` | 300/15min | 900/15min |\\n| GET | `/2/users/me` | — | 75/15min |\\n| GET | `/2/users/search` | 300/15min | 900/15min |\\n\\n### Follows, Blocks, Mutes\\n\\n| Category | Method | Endpoint | Per App | Per User |\\n|---|---|---|---:|---:|\\n| Follows lookup | GET | `/2/users/:id/following` | 300/15min | 300/15min |\\n| Follows lookup | GET | `/2/users/:id/followers` | 300/15min | 300/15min |\\n| Manage follows | POST | `/2/users/:id/following` | — | 50/15min |\\n| Manage follows | DELETE | `/2/users/:source_user_id/following/:target_user_id` | — | 50/15min |\\n| Blocks lookup | GET | `/2/users/:id/blocking` | — | 15/15min |\\n| Mutes lookup | GET | `/2/users/:id/muting` | — | 15/15min |\\n| Manage mutes | POST | `/2/users/:id/muting` | — | 50/15min |\\n| Manage mutes | DELETE | `/2/users/:source_user_id/muting/:target_user_id` | — | 50/15min |\\n\\n[... summary truncated for context management ...]\",\n \"error\": null\n }\n ]\n}", "tool_call_id": "call_JslNKuiuDRtSYT7kXtwT0EOu" } ] }