+ iHj,a0t$Rt^RIHt^RIt^RIHtHtHt^RI H t ]P!] 4t Rt]!4tR]R&0RmtRR ltR R ltR R ltRRltRRlt0RmtRRltRRRlltR#)uReasoning floor for auxiliary requests: when a route refuses to switch reasoning OFF, step it UP. Aux lanes that want speed over thought (title generation: ``max_tokens=64``, JSON body) send the provider's thinking-off encoding — top-level ``reasoning_effort: "none"`` on the custom profile, ``extra_body.reasoning: {"enabled": false}`` on OpenRouter-shaped relays, ``_reasoning_config`` on the Anthropic Messages adapters. Some endpoints understand the field but refuse the disable ("Reasoning is mandatory for this endpoint and cannot be disabled" — the Nous Portal on gpt-6-astra); before this module every title call there 400'd and the session stayed untitled. The recovery is a *step up*, not a strip: the same request goes out again at the lowest effort every reasoning wire accepts (``low``; ``minimal`` is rejected by o-series and Claude), and the (route, model) pair is memoised so the next disabled-reasoning aux call on it starts at the floor instead of burning the guaranteed 400 first. Dropping the field would also succeed once, but it says nothing about the next call and hands the effort choice back to the provider default (often ``medium`` or higher, the opposite of what a thinking-off caller asked for). ) annotationsN)AnyDictOptional)urlparselowzset[tuple[str, str]]_FLOORED_ROUTESc$V^8dQhRRRRRR/#)provider Optional[str]base_urlreturnstr)formats"D/home/ubuntu/.hermes/hermes-agent/agent/auxiliary_reasoning_floor.py __annotate__r!s&bbb-bCbc\T;'gR4P;'gRP4;'g2\T;'gR4P 4P4#)uEndpoint host:port when known (a base_url override turns a named provider into ``custom``), else the provider name — the same key shape ``auxiliary_structured_output`` uses.)rnetloclowerrstrip)r r s&&r _route_keyr!sQ X^^ $ + + 1 1r 8 8 : a ac(..b>Q>W>W>Y>_>_>aarc V^8dQhRRRR/#)r reasoning_configrrboolr)rs"rrr's[[3[4[rcX\V\4;'dVPR4RJ#)enabledF) isinstancedictgetrs&r _is_disabledr$'s* & - Z Z2B2F2Fy2QUZ2ZZrc V^8dQhRRRR/#)r rrrdict[str, Any]r)rs"rrr+sS^rc<\V4'd RRR\/#V#)z]The caller's disabled ``reasoning_config`` lifted to the floor; anything else returned as-is.rTeffort)r$REASONING_FLOOR_EFFORTr#s&rfloor_reasoning_configr*+s$$%%4+ABB rc V^8dQhRRRR/#)r kwargsr&rzOptional[dict[str, Any]]r)rs"rrr2s&&&4L&rcRp\V4p\VPRR44P4P 4\ 9d \ VR&Rp\VPR44'd\VR,4VR&RpVPR4p\V\4'dVPR4p\V4'gW\V\4'dV\VPRR44P4P 4\ 9d/VCRR RR\ //CVR&RpV'dV#R #) a+Copy of *kwargs* with every thinking-OFF encoding lifted to ``REASONING_FLOOR_EFFORT``: top-level ``reasoning_effort``, ``extra_body.reasoning`` (OpenRouter shape) and the adapter's private ``_reasoning_config``. ``None`` when nothing was disabled, so the ladder never re-sends an unchanged request.Freasoning_effortrT_reasoning_config extra_body reasoningr(rN) r!rr"rr_DISABLED_EFFORTSr)r$r*r )r,changedretryr0r1s& rwith_reasoning_floorr52s G LE 599' ,-335;;=ARR$: !EII1233%;EBUq"rE, G5%%rc ,V^8dQhRRRRRRRRRR /#) r r r r rejected_kwargsr&error BaseExceptionrNoner)rs"rrrJs;ccc'4cGUc^kc crc\P\W4\VP R4;'gR434R#)zRecord that this route's ``rejected_kwargs["model"]`` refuses to disable reasoning (the ladder calls this after the stepped-up retry succeeded).modelrN)raddrrr")r r r7r8s&&&&rremember_reasoning_floorr>Js6 H7_=P=PQX=Y=_=_]_9`abrc(V^8dQhRRRRRRRR/#)r r r r r<rrr)rs"rrrUs*00}0 0Vc0hl0rc6\T;'gR4P4P4p\T;'gR4P;'gRP4p^RIHpVR8XgVR8XgVPR4'dVPVPrvM%V\9dVPVPrvMR#V!V4pVfV!4\T;'dTPR44# \dR#i;i)uTrue when the route's ``/v1/models`` catalog (OpenRouter, Nous Portal) flags *model* ``reasoning.mandatory``. Cache-only — memory, then the disk mirror — so it never blocks; a cold catalog is warmed in the background, and the mirror it writes answers every later call and process. Without this an aux-only OpenRouter route (nothing else warms that catalog) paid the 400 in every process.r)models_reasoning_caps openrouterz openrouter.aiz.openrouter.aiF mandatory)rrrrhostname hermes_clirAendswith'openrouter_model_reasoning_capabilities$warm_openrouter_reasoning_caps_async_NOUS_PROVIDERS!nous_model_reasoning_capabilitieswarm_nous_reasoning_caps_async Exceptionrr") r r r< provider_normhostcaps_modlookupwarmcapss &&& r_catalog_marks_mandatoryrSUs B'--/557M X^^ $ - - 3 3 : : 444%24>K4Ta4 4 4rc@\V4'gV#\W4\T;'gR43\9d\ WV4'gV#\ P RT;'gR\W4;'gRT;'gR\4\V4#)u*reasoning_config* lifted to the floor when this route+model is known to refuse a disable — learned from an earlier 400 in this process, or flagged mandatory by the route's model catalog; unchanged otherwise. Runs before the profile projection so every wire shape starts at the floor.rzJAuxiliary %s: %s (%s) cannot disable reasoning; sending effort=%s up frontcallr r<) r$rrrrSloggerinfor)r*)rr r r<rUs&&&&&rknown_reasoning_floorrZms ( ) )8&EKKR(89PYqEZZ  KKT  86DD*eFVFVwXn ""2 33r>0offnonefalsedisabled>nous nousresearch nous-portal)N)__conditional_annotations____doc__ __future__rloggingtypingrrr urllib.parser getLogger__name__rXr)setr__annotations__r2rr$r*r5r>rIrSrZ)rcs@rrmsy #&&!   8 $),%-=b [&0c:0044r