oq'jUdZddlZddlZddlZddlZddlZddlZddlZddlm Z m Z m Z m Z m Z ddlmZmZddlmZmZejeZdaejZejZdZdZdZe dd lm Z e n(#e!$r Z"e#d e"YdZ"["ndZ"["wwxYwej$Z%e e&e&fe'd <ej(Z)e e&e*fe'd <ga+e e&e'd <ddgdgdgdgdggdgddggddgd Z,iZ-e e.e e e&e ffe'd<dZ/dXdZ0 dYde e e&d e e e&d!e1d"e1de e e&e ff d#Z2 dYde e e&d e e e&d!e1d"e1de e e&e ff d$Z3de4fd%Z5hd&Z6d'd(hZ7ej8d)ej9Z:ej8d*ej;Z<ej8d+ej;Z=ej8d,ej>Z?d-Z@d.e&de&fd/ZAd0e&d1e e&e fde e&e ffd2ZBdZd3e&d4e*dzfd5ZCd4e*dzde1fd6ZDd3e&d7eEfd8ZFd[d3e&d9e1fd:ZGd3e&fd;ZHd d?e&d@e e&e fd list handle_function_call(function_name, function_args, task_id, user_task) -> str TOOL_TO_TOOLSET_MAP: dict (for batch_runner.py) TOOLSET_REQUIREMENTS: dict (for cli.py, doctor.py) get_all_tool_names() -> list get_toolset_for_tool(name) -> str get_available_toolsets() -> dict check_toolset_requirements() -> dict check_tool_availability(quiet) -> tuple N)DictAnyListOptionalTuple)discover_builtin_toolsregistry)resolve_toolsetvalidate_toolsetct5ttrtjatcdddS#1swxYwYdS)a^Return a long-lived event loop for running async tool handlers. Using a persistent loop (instead of asyncio.run() which creates and *closes* a fresh loop every time) prevents "Event loop is closed" errors that occur when cached httpx/AsyncOpenAI clients attempt to close their transport on a dead loop during garbage collection. N)_tool_loop_lock _tool_loop is_closedasyncionew_event_loop0/home/ubuntu/.hermes/hermes-agent/model_tools.py_get_tool_loopr/s   !5!5!7!7  /11Js:AAActtdd}||r3tj}tj||t_|S)uReturn a persistent event loop for the current worker thread. Each worker thread (e.g., delegate_task's ThreadPoolExecutor threads) gets its own long-lived loop stored in thread-local storage. This prevents the "Event loop is closed" errors that occurred when asyncio.run() was used per-call: asyncio.run() creates a loop, runs the coroutine, then *closes* the loop — but cached httpx/AsyncOpenAI clients remain bound to that now-dead loop and raise RuntimeError during garbage collection or subsequent use. By keeping the loop alive for the thread's lifetime, cached clients stay valid and their cleanup runs on a live loop. loopN)getattr_worker_thread_localrrrset_event_loopr)rs r_get_worker_loopr>sV ' 6 6D |t~~''|%''t$$$$(! Krcl tj}n#t$rd}YnwxYw|r|rddl}d t j fd}|jd}| |} | d| d S#|jj $r] d rE C tj D]} |jn#t$rYnwxYwwxYw#| d wxYwt jt jur#t' St+}|S) aRun an async coroutine from a sync context. If the current thread already has a running event loop (e.g., inside the gateway's async stack or Atropos's event loop), we spin up a disposable thread so asyncio.run() can create its own loop without conflicting. For the common CLI path (no running loop), we use a persistent event loop so that cached async clients (httpx / AsyncOpenAI) remain bound to a live loop and don't trigger "Event loop is closed" on GC. When called from a worker thread (parallel tool execution), we use a per-thread persistent loop to avoid both contention with the main thread's shared loop AND the "Event loop is closed" errors caused by asyncio.run()'s create-and-destroy lifecycle. This is the single source of truth for sync->async bridging in tool handlers. Each handler is self-protecting via this function. Nrc tj tj tj}|D]}||r$tj|ddin#t$rYnwxYw S# tj}|D]}||r$tj|ddin#t$rYnwxYw wxYw)Nreturn_exceptionsT) rrsetrrun_until_complete all_taskscancelgather Exceptionclose)pendingtcoro loop_ready worker_loops r_run_in_workerz"_run_async.._run_in_workerxs!022K NN    $&{333"55d;; &/ <)@)@@@&(( --d333  I  ' ' - --sH ((C'D,(1DD, D'$D,&D''D,,D//E)discover_pluginszPlugin discovery failed: %sTOOL_TO_TOOLSET_MAPTOOLSET_REQUIREMENTS_last_resolved_tool_names web_search web_extractterminalvision_analyzemixture_of_agentsimage_generate) skills_list skill_view skill_manage) browser_navigatebrowser_snapshot browser_click browser_typebrowser_scroll browser_back browser_pressbrowser_get_imagesbrowser_visionbrowser_consolecronjob) read_file write_filepatch search_filestext_to_speech) web_toolsterminal_tools vision_tools moa_tools image_tools skills_tools browser_tools cronjob_tools file_tools tts_tools_tool_defs_cachereturnc8tdS)zDrop memoized get_tool_definitions() results. Called when dynamic schema dependencies change (e.g. discord capability cache reset, execute_code sandbox reconfigured).N)rkclearrrr_clear_tool_defs_cacherp srFenabled_toolsetsdisabled_toolsets quiet_modeskip_tool_search_assemblyc |r ddlm}|}|}|j|jf}n#t t tf$rd}YnwxYw|t|nd|rt|ndtj |ttj dt|f}t|} | d| Dat#| St%||||} |rot'tt(kr9tt-t/t| t|<t#| S| S)a Get tool definitions for model API calls with toolset-based filtering. All tools must be part of a toolset to be accessible. Args: enabled_toolsets: Only include tools from these toolsets. disabled_toolsets: Exclude tools from these toolsets (if enabled_toolsets is None). quiet_mode: Suppress status prints. skip_tool_search_assembly: When True, return the pre-assembly tool list (raw schemas for every enabled tool). Used internally by the tool_search / tool_describe bridge handlers so they can read the real catalog, not the already-collapsed one. Public callers should leave this False. Returns: Filtered list of OpenAI-format tool definitions. r)get_config_pathNHERMES_KANBAN_TASKc*g|]}|ddSfunctionnamer.0r's r z(get_tool_definitions..Es!(O(O(O1:v)>(O(O(Or)rt)hermes_cli.configrvstat st_mtime_nsst_sizeFileNotFoundErrorOSError ImportError frozensetr _generationboolosenvirongetrkrGlist_compute_tool_definitionslen_TOOL_DEFS_CACHE_MAXpopnextiter) rqrrrsrtrvcfg_pathcfg_statcfg_fp cache_keycachedr9s rget_tool_definitionsrs@   9 9 9 9 9 9&((H}}H*H,<=FF!7K8   FFF ,<+GI& ' ' 'T,= GI' ( ( (4    455 6 6 * + +  "%%i00  )P(O(O(O(O %<<  &'79JJAZ\\\F  $8 8 8  d+;&<& > >&,#F|| Ms27AAc  "t}|t|}tjdrd|vr|d|D]}t |rSt|}|||s,td|d|rd |ndd|tvrMt|}|||s(td|dd ||std |n5d d l m } | D]$} |t| %|r|D]}t |rSt|}|||s,td |d|rd |ndd|tvrMt|}|||s(td |dd ||std |tj||} d| D} d| vrpd dlm} m}m}| | z}|||}t+| D]<\}}|diddkr d|d| |<n=ddd}|D]""| vr d dlm}t1||"}|}n#t2$rd}YnwxYw|$"fd| D} | "ft+| D]<\}}|did"kr d|d| |<n=d| vrddh| z}|st+| D]z\}}|diddkrH|ddd}|d d}di|dd|id| |<n{|sS| rBd!| D}td"t9| d#d |ntd$d%| Da d d&lm}|| } n2#t2$r%}t@!d'|Yd}~nd}~wwxYw d d(l"m#}m$}|}|s_|j%d)krTtM} || | |*}!|!j'r*|s(td+|!j(d,|!j)d-|!j*d.|!j+} n2#t2$r%}t@!d/|Yd}~nd}~wwxYw| S)0z8Uncached implementation of :func:`get_tool_definitions`.Nrwkanbanu✅ Enabled toolset 'z': z, zno toolsu✅ Enabled legacy toolset 'u⚠️ Unknown toolset: r)get_all_toolsetsu🚫 Disabled toolset 'u🚫 Disabled legacy toolset 'quietc*h|]}|ddSryrr|s r z,_compute_tool_definitions..s!JJJaAjM&1JJJr execute_code)SANDBOX_ALLOWED_TOOLSbuild_execute_code_schema_get_execution_mode)moderzr{)typerzget_dynamic_schema_coreget_dynamic_schema_admin)discord discord_admin) discord_toolcng|]1}|didk/|2Sry)r)r}r'discord_tool_names rr~z-_compute_tool_definitions..sK"""uuZ,,0088.s!HHHA!J-/HHHru🛠️ Final tool selection (z tools): u<🛠️ No tools selected (all filtered out or unavailable)c*g|]}|ddSryrr|s rr~z-_compute_tool_definitions..s! 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Threshold ~z tokens.z Tool search assembly skipped: %s),rrrrrappendr r updateprintjoin_LEGACY_TOOLSET_MAPtoolsetsrdifference_updater get_definitionstools.code_execution_toolrrr enumeratetoolsrrr$discardreplacerrGtools.schema_sanitizerrloggerwarningtools.tool_searchrrenabled_resolve_active_context_length activateddeferred_countdeferred_tokensthreshold_tokens tool_defs)#rqrrrsrttools_to_includeeffective_enabled_toolsets toolset_nameresolved legacy_toolsrts_namefiltered_toolsavailable_tool_namesrrrsandbox_enableddynamic_schemaitd_discord_schema_fns_dt schema_fndynamicweb_tools_availabledesc tool_namesrer_load_ts_configts_cfgrassemblyrs# @rrr^s EE#%)*:%;%;" :>>. / / 8HD^4^4^ ' - -h 7 7 76 B BL -- B*<88 ''111!vt,ttZbCr499XCVCVCVhrttuuu!4442<@  '' 555!eccc$))T`JaJaccddd B@,@@AAA B .-----'')) > >G  # #OG$<$< = = = =  B- B BL -- B*<88 228<<<!xvLvv\dEtTYYxEXEXEXjtvvwww!4442<@  22<@@@!ge<eeDIIVbLcLceefff B@,@@AAA-.>jQQQN KJ>JJJ ---ssssssssss/2FF22?I\I\I^I^___~..  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Returns 0 when the model can't be resolved — ``should_activate`` falls back to a fixed token cutoff in that case. r)rmodeldefaultr)get_model_context_lengthz+Could not resolve active context length: %sN) rr isinstancerdictstripagent.model_metadatarintr$rdebug)_loadcfg model_cfgmodel_idrrs rrrs# ::::::eggm(237773C3CT(J(JRCGGG$$$PR )T** IMM'**LimmI.F.FL"SSUU 1AAAAAA++H55:;;;  BAFFFqqqqqsB(C ,C C<C77C<>todomemory delegate_tasksession_searchr\r_zRz%^\s*```(?:json|xml|html|markdown)?\s*z \s*```\s*$zi error_msgcF|sdStd|}td|}td|}td|}t |t kr|dt dz dz}d|S)zStrip structural framing tokens from a tool error before showing it to the model. See _TOOL_ERROR_ROLE_TAG_RE docstring above for rationale. z [TOOL_ERROR] rNz...)_TOOL_ERROR_ROLE_TAG_REsub_TOOL_ERROR_FENCE_OPEN_RE_TOOL_ERROR_FENCE_CLOSE_RE_TOOL_ERROR_CDATA_REr_TOOL_ERROR_MAX_LEN)r sanitizeds r_sanitize_tool_errorrWs '++B ::I)--b)<numberintegerr) integer_onlybooleanrobject) rrlowerrrr_coerce_number_coerce_boolean _coerce_jsonr)r expected_typer r'r9s rrrs0 6""u{{}}':':'<'<'F'Ft-&&  A"5!F;;;FU"" # ---e=I3MOOOO !!u%%%E4(((  E4(((5;;==#6#6#8#8F#B#Bt Lrct|tsdS|d}|dkrdSt|trd|vrdS|ddurdSdD]d}||}t|ts-|D]4}t|tr|ddkrdS5edS)z@Return True when a JSON Schema fragment explicitly permits null.FrrTnullable)anyOfoneOf)rrrr)r  schema_type union_keyvariantsvariants rrrs fd # #u**V$$Kft+t$$;)>)>t zz*%%t' ::i(((D))    G'4(( W[[-@-@F-J-Jttt  5rexpected_python_typec~ tj|}nA#ttf$r-}td|j||cYd}~Sd}~wwxYwt||r"td|j|Stdt|j|j|S)aJParse *value* as JSON when the schema expects an array or object. 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Returns original string on failure.trueTfalseF)rr")rlows rr$r$%s< ++--    C f}}t g~~u Lrr9c t|trtj|n|}t|tr:|dr%ddt|dfSn#t $rYnwxYwdS)Nerror tool_error)okNN)rrr1r2rrr$)r9 parsed_results r_tool_result_observer_fieldsrE/s .8.E.EQ 6***6 mT * * J}/@/@/I/I JL#m.?.?.H.H*I*II I       sA9A== B  B ) task_id session_id tool_call_idturn_idapi_request_id duration_msstatus error_type error_messagemiddleware_trace function_name function_argsrFrGrHrIrJrKrLrMrNrOc & ddlm} m}| dsdS| t|\} } } |d||||pd|pd|pd|pd|pd|| | | t | pgdS#t $r&}t d|Yd}~dSd}~wwxYw)uEmit the ``post_tool_call`` observer hook. No-ops cheaply when no plugin has registered for ``post_tool_call`` — the ``has_hook`` gate skips both the result-field derivation and the payload dispatch so the no-listener path costs one dict lookup. 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Args: function_name: Name of the function to call. function_args: Arguments for the function. task_id: Unique identifier for terminal/browser session isolation. user_task: The user's original task (for browser_snapshot context). enabled_tools: Tool names enabled for this session. When provided, execute_code uses this list to determine which sandbox tools to generate. Falls back to the process-global ``_last_resolved_tool_names`` for backward compat. enabled_toolsets: The session's enabled toolsets. Used to scope the Tool Search bridge catalog so ``tool_search`` / ``tool_describe`` / ``tool_call`` only see and invoke tools the session was actually granted. ``None`` means "no restriction" (the caller scopes to every toolset), matching ``get_tool_definitions`` semantics. disabled_toolsets: The session's disabled toolsets, applied as a subtraction when scoping the bridge catalog. Returns: Function result as a JSON string. Nr) tool_searchT)rqrrrsrt)current_tool_defsrAztool_call could not be resolvedF) ensure_ascii'zO' is not available in this session. Use tool_search to find tools you can call.) rPrQrFrHrGrZr[r\r]r^rqrr)apply_tool_request_middlewarer)rFrGrHrIrJz!tool_request middleware error: %sz" must be handled by the agent loop)get_pre_tool_call_block_message)rFrGrHrIrJrOzpre_tool_call hook error: %sblocked plugin_block) rPrQr9rFrGrHrIrJrLrMrNrO)maybe_require_edit_approvalz!ACP edit approval guard error: %s>r^r]z+Edit approval denied: approval guard failed)notify_other_tool_callr)#reset_current_observability_context!set_current_observability_context)rIrHr next_argsrmc4tj|S)N)rFr[r dispatch)rlrPrrFs r _dispatchz'handle_function_call.._dispatchZs(#,%y '&5rc4tj|S)N)rFrZrn)rlrPrFrZs rrpz'handle_function_call.._dispatchas(#,%y '"+r)run_tool_execution_middleware) original_argsrFrGrHrIrJi) rPrQr9rFrGrHrIrJrKrOrStransform_tool_result) rrr9rFrGrHrIrJrKrLrMrNz$transform_tool_result hook error: %szError executing z: )3rrrrrr`r$is_bridge_toolrTOOL_SEARCH_NAMEdispatch_tool_searchTOOL_DESCRIBE_NAMEdispatch_tool_describeTOOL_CALL_NAMEresolve_underlying_callr1dumpsscoped_deferrable_nameshandle_function_callhermes_cli.middlewarerdpayloadoriginal_payloadtracerr_AGENT_LOOP_TOOLSrWrerYacp_adapter.edit_approvalrh_READ_SEARCH_TOOLStools.file_toolsritime monotonictools.approvalrjrkrGrrrrrrrTrUrE exceptionr)2rPrQrFrHrGrIrJrZr[r\r]r^rqrr_tool_middleware_trace_ts_mod current_defsunderlying_nameunderlying_argserr_scoped_deferrable_tool_original_argsrd_tool_request_mw_mw_err block_messagererXr9rhedit_block_message_edit_approval_errri_dispatch_start_approval_tokensrjrkrprrrKrTrUrLrMrN hook_results hook_resultrrrs2` ` ` @rr~r~ls R%]MBBM mT * * !"?"E2FFG0000000 w55mDD 0!1"34 L    LLL  G4 4 4// 0CBN0PP P G6 6 611-2E2DP2RR R G2 2 24;4S4STaTgeg4h4h 1O_c 6/ 6z7C,T3T"U/46666")!@!@!N!N &888zFOFFF# !& ''''(--)%#+(?-I.23I.J.J!1"3    }-- 'G G K K K K K K<< 2%+)/R 2-3    -4M"2"C %5%; " " G G G LLP Q Q Q 777z7,Y"Zinooooooooo87777 p  2 2 2 CCCCCC&&w';)<<<<    .** 7         A@ 2)/R      7 7 726 / / / 7$ ..4A3L--Rkc3hCc3hC L K K K K K221 2%+)/R 2-3   F +0S0_778HIIII D +0S0_778HIIII D,0_ 4>++o=EFF !''!%)#!"899 * L @ @ @ @ @ @ @ @x/00 4PQW4X4X1 M*{++&!#Mr)/R!-!3#Mr#1#7R +!)"/    $0K!+s33!, L L L LL? 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