+ iHjt2nRt^RIt^RIHtHt^RIHt^RI H t R t ^>75)R3PQ)*EJ L s)C CCc2V^8dQhR\R,/#rreturnNdict)r s"r r r .s$$dTk$r c\VRR4R8wdR#\\VRR4;'gR4p\\VRR4;'gR4p^RIHpV!V4pVeVP V4MRpT'gR#^RIHpT!YR R 7pTeTPR JdR#\TR R4'dTP4'gR#\T4# \ dR#i;i \ dRpLmi;i) uReasoning config for a main-loop request whose ``agent.reasoning_effort`` is unset. Asks the active provider profile (``ProviderProfile.default_reasoning_config``; the custom / OpenAI-compatible profile answers medium) so a route's own default never silently applies — kimi-k3 behind a relay defaults to ``max``, 3x the reasoning tokens of medium. Resolved at request time, so ``/model`` and fallback activation re-evaluate it. None keeps the field off the wire: a non chat-completions transport, a profile without a default (those decide inside ``build_api_kwargs_extras``), a model the catalog / ``model_overrides`` mark ``supports_reasoning: false``, or a local Ollama model whose ``/api/show`` lacks ``thinking``. api_modeNchat_completionsproviderrr)get_provider_profile)get_model_capabilitiesF) allow_network_ollama_num_ctx) rr providersr-default_reasoning_configragent.models_devr.supports_reasoning _ollama_supports_thinking_cachedr()rr,rr-profiledefaultr.capss& r unset_reasoning_defaultr9.suj$'+==75*b177R8H w+11r 2E2&x0=D=P'2259VZ ;%hUK D33u<u'..u7]7]7_7_ =!  s$%C"C4" C10C14 DDcna]tRt^UtoRtV3RlRltV3RlRltV3RlRltV3RlR lt] !R R 4t R t V3R lRlt V3RlRlt ]V3RlRl4tV3RlRltV3RlRltV3RlRlt] !RR4t] !RR4t]R%RRRR/V3RlR lll4t]!RR!4tV3R"lR#ltR$tVtR#)&ReasoningParamsMixinzBReasoning-parameter gating and echo policy (see module docstring).c <V^8dQhRS[/#rr&bool)r __classdict__s"r r !ReasoningParamsMixin.__annotate__Xs!Z!Z!Zr c 8aVPp\VR4'g\VR4'dR#\VR4'g\VR4'd#^RIHp\ V!VP 44#VP;'gRP4P4R 8XdQ\;QJd*R VP44F 'gK R# R#!R VP444#\VR 4'dVP4#VP4'd\VR 4'dR#^R IHpHpV!VP 4pVfV!4Te\ TP#R44#TP ;'gRP4o\;QJd#T3Rl\$4F 'gK R# R#!T3Rl\$44# \ dR#i;i \ dRpLi;i)zTrue when reasoning extra_body is safe to send: OpenRouter forwards unknown extra_body upstream and some routes 400 on ``reasoning``, so gate to known reasoning-capable families and direct Nous Portal.znousresearch.comzai-gateway.vercel.shTzmodels.github.aizgithubcopilot.com)github_model_reasoning_effortsFrlmstudioc3>"TFq;'dVR8gxK R#5i)offN).0opts& r FReasoningParamsMixin._supports_reasoning_extra_body..gsa7`++se|+7`s z ollama.comzapi.mistral.ai)'openrouter_model_reasoning_capabilities$warm_openrouter_reasoning_caps_asyncNr4c3F<"TFpSPV4xK R#5iN) startswith)rHprefixrs& r rJrKys!Y:X5##F++:Xs!)_base_url_lowerrhermes_cli.modelsrCr?rrr,striplowerany"_lmstudio_reasoning_options_cachedr5_is_openrouter_url hermes_cli.models_reasoning_capsrLrMr_OPENROUTER_REASONING_PREFIXES)selfurlrCrLrMr8rs& @r _supports_reasoning_extra_body3ReasoningParamsMixin._supports_reasoning_extra_bodyXs"" &8 9 9=RSVXn=o=o &8 9 9=RSVXk=l=l L:4::FGG MM  R & & ( . . 0J >3at7^7^7`a33 a3 a3at7^7^7`aa a l 3 388: :&&((,A#GW,X,X  G:4::FD|46  !567 7!!r((*sY:XYssYsYsY:XYYY-  " D s$ G7%H 7 HH HHc0<V^8dQhRS[S[,/#r=)listr )r r@s"r r rA{skkDIkr c \^RIHp\TRT.\4# \d.u#i;i)zjLM Studio's published reasoning ``allowed_options`` (gate + clamp so toggle models don't 400 on ``high``).) lmstudio_model_reasoning_options_lm_reasoning_opts_cache)hermes_cli.models_localrbrr#r?)r[rbs& r rW7ReasoningParamsMixin._lmstudio_reasoning_options_cached{s9  PT#=?_aceijj I s  ++c <V^8dQhRS[/#r=r>)r r@s"r r rAsBB$Br c  f^RIHp\\ TRTRR44# \dR#i;i)zITrue only if Ollama's ``/api/show`` declares the ``thinking`` capability.)ollama_model_supports_thinkingF_ollama_thinking_cacheNc VRJ#rOrG)vs&r GReasoningParamsMixin._ollama_supports_thinking_cached..s rs{rr )rdrhrr?r#)r[rhs& r r55ReasoningParamsMixin._ollama_supports_thinking_cachedsE  NM$(@B`bfhAB B  s ! 00c.<V^8dQhRS[R,/#r%r')r r@s"r r rAsWWTD[Wr c .^RIHpHpT!TP4pT'gR#\ TP \4'd TP M/pTPR4RJdR#RT!TPR4T4/# \dR#i;i)zDFormat reasoning payload for GitHub Models/OpenAI-compatible routes.)clamp_github_reasoning_effortrCNenabledFeffort) rSrqrCrr isinstancereasoning_configr(r)r[rqrC supportedcfgs& r #_github_models_reasoning_extra_body8ReasoningParamsMixin._github_models_reasoning_extra_bodys  g34::> '1$2G2G'N'Nd##TV 779  &78I9UVV  sB BBzagent.chat_completion_helpersbuild_assistant_messagec  ^RIHpHpV!V4p\VRR4VPVP \VRVP 4VP4V3p\VRR4pVeV^,V8Xd V^,#V!V^,VPVP VP V^,VR7pWF3VnV#)umReasoning replay decision for the active route (``message_sanitization.reasoning_replay_route``). Cached per (api_mode, provider, model, base_url, opt-in, rejected keys) — called many times per turn — and recomputed after ``switch_model()`` / fallback activation or a recorded field rejection, the only events allowed to change the replayed bytes mid-session. )reasoning_replay_routerejected_reasoning_carriersr*NrR_reasoning_route_cache) echo_opt_inrejected) agent.message_sanitizationr|r}rr,rr_reasoning_echo_opt_inr~)r[r|r}rrr routes& r _reasoning_replay_route,ReasoningParamsMixin._reasoning_replay_routes c.t4tZ. tzz7SWYjlplylyKz**,h87>  &)s"2!9 &s1vt}}djj$--36q6HN'*l# r c <V^8dQhRS[/#r=r>)r r@s"r r rAs22t2r c 6VP4P#)aTrue for the must-echo tier: DeepSeek / Kimi / MiMo thinking 400 on a replayed tool-call turn without a non-empty ``reasoning_content`` (#15250, #17400), plus a ``model.reasoning_echo`` opt-in for gateways proxying them. Never true on a route that does not read the field.)rpadr[s&r _needs_thinking_reasoning_pad2ReasoningParamsMixin._needs_thinking_reasoning_pads++-111r c <V^8dQhRS[/#r=r>)r r@s"r r rAsBBBr c .\\VRR44#)u``model.reasoning_echo``: treat the *current* provider as must-echo (pad tool-call turns) — for gateways proxying DeepSeek/Kimi/MiMo that the host rules miss. Replay itself is on by default; fallback activation swaps the flag and ``restore_primary_runtime()`` restores it._reasoning_echo_flagF)r?rrs&r r+ReasoningParamsMixin._reasoning_echo_opt_insGD"8%@AAr c <V^8dQhRS[/#r=r>)r r@s"r r rAsdr c ^RIHp\V!4PR4;'g/PR44# \dR#i;i)z>Read ``model.reasoning_echo`` from config; False on any error.load_config_readonlyrreasoning_echoF)hermes_cli.configrr?rrrs r _read_reasoning_echo_from_config5ReasoningParamsMixin._read_reasoning_echo_from_configsJ  >-/33G<BBGGHXYZ Z  s'AA AAc <V^8dQhRS[/#r=r>)r r@s"r r rAsYYDYr c F\RVPRVP4#)z@True when the current provider is Kimi / Moonshot thinking mode.kimiN)rr,rrs&r _needs_kimi_tool_reasoning/ReasoningParamsMixin._needs_kimi_tool_reasonings,VT]]D$--XXr c <V^8dQhRS[/#r=r>)r r@s"r r rAssssr c \RVP;'gRP4VPVP4#)aTrue when the current provider is DeepSeek thinking mode (omitting the echo is an HTTP 400). DeepSeek V4 thinking mode requires ``reasoning_content`` on every assistant tool-call turn; omitting it causes HTTP 400 when the message is replayed in a subsequent API request (#15250). deepseekrrr,rUrrrs&r _needs_deepseek_tool_reasoning3ReasoningParamsMixin._needs_deepseek_tool_reasonings8 -Z$--:M:M29T9T9VX\XbXbdhdqdqrrr c <V^8dQhRS[/#r=r>)r r@s"r r rAsooDor c \RVP;'gRP4VPVP4#)z)r r@s"r r rAs22T2r c VPR8g#)zgTrue for every non-Codex API: Codex Responses fields are not Chat Completions schema and 400 elsewhere.codex_responses)r*rs&r _should_sanitize_tool_calls0ReasoningParamsMixin._should_sanitize_tool_callss}} 111r )r~rO)__name__ __module__ __qualname____firstlineno____doc__r]rWr5rx_forward_build_assistant_messagerrr staticmethodrrrr_copy_reasoning_content_for_api$_reapply_reasoning_echo_for_providerr_forward_static_sanitize_tool_call_argumentsr__static_attributes____classdictcell__)r@s@r r;r;UsL!Z!ZFkkBBWW ((GIbc(22 BB YYssoo'//LNn&o#+34QSx+y(osCG %44QSq$r!22r r;) z deepseek/z anthropic/zopenai/zx-ai/zgoogle/gemini-2zgoogle/gemma-4z qwen/qwen3z tencent/hyzxiaomi/)rragent.lazy_forwardrrrrrrutilsrrZrr#r9r;rGr r rs>  UD'" *$N]2]2r