.cj LUdZddlmZddlZddlZddlmZddlmZm Z m Z m Z ddl m Z mZmZmZmZmZmZddlmZddlmZmZmZmZmZed d hZd ed <eje Z!ddZ"ddZ#ddZ$dZ%ej&dej'Z(dZ)ded<dd Z*dd"Z+dd#Z,Gd$d%e Z-id&e-d'd(d)e-d'd*d+e-d'd,d-e-d'd-d.e-d/d0d1e-d/d1d2e-d/d2d3e-d/d3d4e-d/d4d5e-d6d5d7e-d7d8d9e-d:d9d;e-de-d>d>d?e-d@d?dAe-dBdAe-dCdDe-dEdFe-dGdHe-dIdJdKZ.dLedM<GdNdOe Z/iZ0dPedQ<iZ1dPedR<ddSZ2ddTZ3eGdUdVZ4edWXGdYdZZ5dd\Z6dd^Z7 dddeZ8ddiZ9ddmZ: dddrZ; ddduZ< dddZ=ddZ> dddZ?ddl@ZAeAjBZCd_dddZDddZEddZF dd_dd`d_dWd_d_ddddZGdddZH dddZIdS)uShared model-switching logic for CLI and gateway /model commands. Both the CLI (cli.py) and gateway (gateway/run.py) /model handlers share the same core pipeline: parse flags -> alias resolution -> provider resolution -> credential resolution -> normalize model name -> metadata lookup -> build result This module ties together the foundation layers: - ``agent.models_dev`` -- models.dev catalog, ModelInfo, ProviderInfo - ``hermes_cli.providers`` -- canonical provider identity + overlays - ``hermes_cli.model_normalize`` -- per-provider name formatting Provider switching uses the ``--provider`` flag exclusively. No colon-based ``provider:model`` syntax — colons are reserved for OpenRouter variant suffixes (``:free``, ``:extended``, ``:fast``). ) annotationsN) dataclass)AnyList NamedTupleOptional) ProviderDefcustom_provider_slugdetermine_api_mode get_labelhost_mandated_api_mode is_aggregatorresolve_provider_full)normalize_model_for_provider)ModelCapabilities ModelInfoget_model_capabilitiesget_model_infolist_provider_models opencode-zen opencode-gozfrozenset[str]_UNCAPPED_PICKER_PROVIDERSvaluerreturn list[str]c8gtdfd }t|tr ||St|tr|D] }||St|tt fr|D]}t|tr ||#t|tr^|d}t|tr|s|d}||SS) zReturn configured model IDs from supported config shapes. Accepts: - ``{"model-id": {...}}`` - ``["model-a", "model-b"]`` - ``[{"id": "model-a"}, {"name": "model-b"}]`` - ``"model-a"`` candidaterrNonect|tsdS|}|sdS|}|vrdS||dSN) isinstancestrstriploweraddappend)rmodel_idloweredidsseens 9/home/ice/.hermes/hermes-agent/hermes_cli/model_switch.py_addz!_declared_model_ids.._addDs})S))  F??$$  F.."" d?? F  8idname)rrrr)setr!r"dictlisttuplegetr#)rr,r'itemr)r*s @@r+_declared_model_idsr68sFCUUD       % U  %  H DNNNN %$''   D$$$ T $%% 88D>>!(C0008H8H0#xx//HX Jr-api_urlr" model_idsrc`|r|sdS ddlm}m}|}|dpg}t |t sdS|d}d}|D]}t |ts|ddp|d dpd} | d|kr|d } t | trt | t rtd | Drt | t r| |kr||d <d }|r||d<||dSdS#t$rYdSwxYw) uPersist discovered models into ``custom_providers`` in config.yaml. Called after a successful ``/v1/models`` probe so that the next read with ``discover_models: false`` uses the cached list instead of a stale or minimal manually-configured subset. Matches entries by ``base_url`` (trailing-slash-normalised). A failed config write is swallowed — the picker still shows the live models for this session. Nr) load_config save_configcustom_providers/Fbase_urlurlmodelsc3@K|]}t|tVdSr )r!r1.0ms r+ z4_save_discovered_models_to_config..s=22() 1d##222222r-T) hermes_cli.configr:r;r4r!r2r#rstripr$r1any Exception) r7r8r:r;cfg providersnorm_urlchangedentry entry_urlexistings r+!_save_discovered_models_to_configrRhs )& >>>>>>>>kmmGG.//52 )T**  F==??))#..4466  EeT** :r22Peiir6J6JPbWWYYI$$**,,88yy**H (D)) (D)) c22-5222// (D)) h).C.C'E(OGG  &/C" # K             s>FEF F-,F-current_base_urlOptional[ProviderDef]c ~t|pd}|sdStdddd|ddd S) z=ProviderDef for a direct ``model.provider: custom`` endpoint.r?NcustomCustom endpoint openai_chatFapi_key model-config)r.r/ transportapi_key_env_varsr>r auth_typesource)r"r#r )rSr>s r+_bare_custom_provider_defr`s]#)r**0022H t       r-zNous Research Hermes 3 & 4 models are NOT agentic and are not designed for use with Hermes Agent. They lack the tool-calling capabilities required for agent workflows. Consider using an agentic model instead (Claude, GPT, Gemini, DeepSeek, etc.).z&(?:^|[/:])hermes[-_ ]?[34](?:[-_.:]|$))z*ri.language-model-service..language-model.ztuple[str, ...]_OPAQUE_MODEL_PREFIXES model_namec|s|StD]6}||r|t|d}|r|n|cS7|S)u\Return a human-friendly form of *model_name* for CLI status output. Strips known opaque proxy prefixes (Palantir Foundry's ``ri.language-model-service..language-model.*``) and returns the trailing slug. Falls through to the original string for everything else, so real model IDs (``claude-4-7-opus-20260101``, ``gpt-5-4``, ``meta-llama/Llama-3.3-70B-Instruct``) are untouched. This is a DISPLAY-ONLY helper. Do NOT use the return value for any wire-side operation — the proxy expects the full opaque ID, and callers that compare or persist must keep the original. N)ra startswithlen)rbprefixtails r+format_model_for_displayrhsm (00   ( ( 0c&kkll+D/44Z / / / 0 r-boolcX|sdStt|S)zReturn True if *model_name* is a real Nous Hermes 3/4 chat model. Used to decide whether to surface the non-agentic warning at startup. Callers in :mod:`cli.py` and here should go through this single helper so the two sites don't drift. F)ri_NOUS_HERMES_NON_AGENTIC_REsearchrbs r+is_nous_hermes_non_agenticrns. u +22:>> ? ??r-c2t|rtSdS)zHReturn a warning string if *model_name* is a Nous Hermes 3/4 chat model.r?)rn_HERMES_MODEL_WARNINGrms r+_check_hermes_model_warningrqs!*--%$$ 2r-c(eZdZUdZded<ded<dS) ModelIdentityz:Vendor slug and family prefix used for catalog resolution.r"vendorfamilyN__name__ __module__ __qualname____doc____annotations__rYr-r+rsrss(DDKKKKKKKKr-rssonnet anthropicz claude-sonnetopusz claude-opushaikuz claude-haikuclaudegpt5openaizgpt-5gptcodexo3o4geminigoogledeepseekz deepseek-chatgrokzx-aillamaz meta-llamaqwenminimaxnemotronnvidiakimi moonshotaizz-aiglmstepfunstepxiaomimimozarcee-aitrinity)rrrrzdict[str, ModelIdentity] MODEL_ALIASESc2eZdZUdZded<ded<ded<dS) DirectAliasz5Exact model mapping that bypasses catalog resolution.r"modelproviderr>NrvrYr-r+rrRs1??JJJMMMMMMMMr-rdict[str, DirectAlias]_BUILTIN_DIRECT_ALIASESDIRECT_ALIASESctt} ddlm}|}|d}t |tr|D]\}}t |ts|dd}|dd}|dd}|r9t||| || <|di} t | tr | d } t | tr| dd} | D]\}} t | tr| s/| } | |vrZ| }d |vr| d d \}}n| }|}t||p| d || <n#t$rYnwxYw|S) aLoad direct aliases from config.yaml ``model_aliases:`` section. Config format:: model_aliases: qwen: model: "qwen3.5:397b" provider: custom base_url: "https://ollama.com/v1" minimax: model: "minimax-m2.7" provider: custom base_url: "https://ollama.com/v1" Also reads ``model.aliases`` (set by ``hermes config set model.aliases.xxx``) and converts simple string entries (``ds-flash: deepseek/deepseek-v4-flash``) into DirectAlias objects. The provider is parsed from the ``provider/`` prefix in the value; if no slash, the current provider is used. rr: model_aliasesrr?rrVr>)rrr>aliasesr=) r1rrGr:r4r!itemsrr#r$r"splitrJ)mergedr:rK user_aliasesr/rOrrr> model_sectionsimple_aliasescurrent_providerrkeyvals r+_load_direct_aliasesr`si() * *F* 111111kmmww// lD ) ) +1133   e!%.. '2.. 99Z:: 99Z443>#h444F4::<<--//0 ,, mT * * *..y99N.$// #0#4#4Z#D#D #1#7#7#9#9KD%%eS11!! **,,,,..Cf}} ++--Cczz*-))C*;*;%%#3 #"-#kkmm!)!1!1!E5E!####F3KK      MsH3I IIcdts(ttdSdS)u5Lazy-load direct aliases on first use. Mutates the existing DIRECT_ALIASES dict in place rather than rebinding the module attribute. This keeps `from hermes_cli.model_switch import DIRECT_ALIASES` references valid in callers — rebinding would leave them pointing at a stale empty dict. N)rupdaterrYr-r+_ensure_direct_aliasesrs7 62445555566r-ceZdZUdZded<dZded<dZded<dZded <dZded <dZ ded <dZ ded <dZ ded <dZ ded<dZ ded<dZded<dZded<dZded<dZded<dS)ModelSwitchResultz!Result of a model switch attempt.risuccessr?r" new_modeltarget_providerFprovider_changedrZr>api_mode error_messagewarning_messageprovider_labelresolved_via_aliasNzOptional[ModelCapabilities] capabilitiesOptional[ModelInfo] model_info is_global)rwrxryrzr{rrrrZr>rrrrrrrrrYr-r+rrs++MMMIO"""""GHHMON     04L4444&*J****Ir-rT)frozencdeZdZUdZded<dZded<dZded<dZded <dZded <dZ ded <d S) ModelFlagParseResultz"Parsed flags for a /model command.r" model_inputr?explicit_providerFrir force_refresh is_sessionis_onceN) rwrxryrzr{rrrrrrYr-r+rrsz,,IMJGr-rraw_argscd}d}d}d}d}ddl}|dd|}|}d}g} |t|kr||dkrd}|d z }n||d krd}|d z }n{||d krd}|d z }ng||d krd}|d z }nS||d kr'|d zt|kr||d z}|dz }n | |||d z }|t|kd| } t| |||||S)aqParse flags from /model command args. Returns a :class:`ModelFlagParseResult`. ``--once`` is intentionally parsed here but interpreted by each caller because each frontend has its own live-session restore hook. ``is_global`` and ``is_session`` are independent flag presences; the *effective* persistence decision is resolved by :func:`resolve_persist_behavior` so the config-gated default (``model.persist_switch_by_default``) is applied in one place. Examples:: "sonnet" -> ("sonnet", "", False, False, False) "sonnet --global" -> ("sonnet", "", True, False, False) "sonnet --session" -> ("sonnet", "", False, False, True) "sonnet --once" -> is_once=True "sonnet --provider anthropic" -> ("sonnet", "anthropic", False, False, False) "--provider my-ollama" -> ("", "my-ollama", False, False, False) "--refresh" -> ("", "", False, True, False) "sonnet --provider anthropic --global" -> ("sonnet", "anthropic", True, False, False) Fr?rNz@[\u2012\u2013\u2014\u2015](provider|global|session|refresh|once)z--\1z--globalTrz --sessionz --refreshz--oncez --provider )rrrrrr)resubrrer&joinr#r) rrrrrr_repartsifilteredrs r+parse_model_flags_detailedrs.IMJGwwZ\cemnnH NN  E AH c%jj.. 8z ! !I FAA 1X $ $J FAA 1X $ $ M FAA 1X ! !G FAA 1X % %!a%#e***<*< %a!e  FAA OOE!H % % % FA% c%jj..(((8$$**,,K +#    r-!tuple[str, str, bool, bool, bool]c`t|}|j|j|j|j|jfS)zParse legacy /model flags and return the historical 5-tuple. New call sites that care about ``--once`` should use :func:`parse_model_flags_detailed`. )rrrrrr)rparseds r+parse_model_flagsrs9 ( 1 1F   r-Fr?rrrrc|rdS|rdS|rdS|rdS ddlm}|d}t|tr#t |ddSn#t $rYnwxYwdS)u2Decide whether a ``/model`` switch should persist to ``config.yaml``. Resolution order: 1. ``--once`` explicitly opts out → ``False`` (next turn only). 2. ``--session`` explicitly opts out → ``False`` (this session only). 3. ``--global`` explicitly opts in → ``True``. 4. ``--provider`` given without an explicit persist flag → ``False`` (session only). Provider switches are typically exploratory — the user is trying a different backend for this conversation, not reconfiguring the default. ``--global`` can still force persist. 5. Otherwise defer to ``model.persist_switch_by_default`` in ``config.yaml`` (defaults to ``False``: a plain ``/model `` affects only the current session). Users who want the old persist-by-default behavior can set the key to ``true``; a one-off ``--global`` always persists. The config read is defensive: on a fresh install ``model`` may be a flat string rather than a dict, in which case the built-in default (``False``) applies. FTrrrpersist_switch_by_default)rGr:r4r!r1rirJ)rrrrr: model_cfgs r+resolve_persist_behaviorr+s6uutu 111111KMM%%g.. i & & K &A5IIJJ J K      5sAA.. A;:A;r'rfr3c|t|d}|dr |dd}|d}g}d}d}d}|D]}|dkr0|dvrd}|rd}||z },|d vr1d }||z }9|dkr|r||z }Z|d krTd |vrJ |t |d n#t$rYnwxYwd}||z }|d vrO|rI |t |d n#t$rYnwxYwd}d }|rI |t |d n#t$rYnwxYwd}d }||z }[|d kr1|rd}|}{|dvrd}|d vrd }||z }|d kr||z }|rM|dkrG |t |d n#t$rYnwxYw| d }|}td |D} dddddd} | |d} | | |fzS)uSSort key for model version preference. Extracts version numbers after the family prefix and returns a sort key that prefers higher versions. Suffix tokens (``pro``, ``omni``, etc.) are used as tiebreakers, with common quality indicators ranked. Examples (with prefix ``"mimo"``):: mimo-v2.5-pro → (-2.5, 0, 'pro') # highest version wins mimo-v2.5 → (-2.5, 1, '') # no suffix = lower than pro mimo-v2-pro → (-2.0, 0, 'pro') mimo-v2-omni → (-2.0, 1, 'omni') mimo-v2-flash → (-2.0, 1, 'flash') Nr=r-r?startvV in_versionz-_. in_suffix.betweenc3K|]}| VdSr rY)rDns r+rFz"_model_sort_key..s$))q))))))r-r)promaxplusturbosol) rerdlstripr#isdigitr&floatrH ValueErrorr$r3r4) r'rfrestnums suffix_bufstatenum_bufchsuffix version_key _SUFFIX_RANK suffix_ranks r+_model_sort_keyr]s CKKLL !D sABBx ;;s   ! ! # #D DJ EG66 G  Tzz$ !$2 u#b l " "zz|| !2 s'>> E'..*=*=$>$>????% GGrMGGu! E'..*=*=$>$>????% G!! E'..*=*=$>$>????% G#b i  zz|| !$t$u#b k ! ! " J5L((  KKgnnS1122 3 3 3 3    D      % %e , ,F \\^^F))D)))))KQAaHHL""61--K +v. ..sH 5D DD#5E E&%E&25F(( F54F55I II raw_inputrOptional[tuple[str, str, str]]c|}tt|}||j|j|fStD]3\}}|j|kr|j|j|fcS4t|}|dS|\}}t|} ddl m } | |g} | rz resolve_alias..s ///!AGGII///r-r=cbg|]+}|)|,SrYr$rd)rDmidrfs r+ z!resolve_alias..sE   yy{{%%f--    r-cbg|]+}|)|,SrYr)rDr family_lowers r+rz!resolve_alias.. sE   yy{{%%l33    r-c$t|Sr )r)rEprefix_for_sorts r+zresolve_alias..sq/BBr-r)r#r$rrr4rrrrrhermes_cli.modelsrr&rJrsort)rrrdirect alias_namedaidentityrtrucatalogrstaticr*rE aggregatormatchesrrfrs @@@r+ resolve_aliasrsz //   ! ! # #C    $ $F s33 )..0077 B 8>>  s " "K:6 6 6 6 #  %%HtNFF ##344G  666666!%%&6;;  &//w///D & &7799D((NN1%%%      /00J  %%V%%++--    "    ||~~     "    t/9D**&***fO LLBBBBLCCC gaj# ..s#AD>> E  E user_providersr1r< list | Nonecf t|||d}d|DS#t$rgcYSwxYw)uReturn slugs of providers that have credentials. Uses ``list_authenticated_providers()`` which is backed by the models.dev in-memory cache (1 hr TTL) — no extra network cost. r)rrr< max_modelscg|] }|d S)slugrYrDps r+rz4get_authenticated_provider_slugs..+s---a& ---r-)list_authenticated_providersrJ)rrr<rLs r+ get_authenticated_provider_slugsrsa 0-)-    .-9----  s ! 00rYauthenticated_providerscD|pd}|D]}t||}||cSdS)zTry to resolve an alias on the user's authenticated providers. Falls back to ``("openrouter", "nous")`` only when no authenticated providers are supplied (backwards compat for non-interactive callers). ) openrouternousN)r)rr rLrresults r+_resolve_alias_fallbackr%0sF(A+AIy(33  MMM  4r-rrr>rZrrconfig_context_length int | Noneconfigured_model str | Noneconfigured_providerconfigured_base_url Optional[int]c (|2|s|s| r, ddlm} | ||| |||rd}n#t$rd}YnwxYw ddlm} | ||pd|pd|pd||} | rt | Sn#t$rYnwxYw||jrt |jSdS)u Resolve the context length to show in /model output. models.dev reports per-vendor context (e.g. gpt-5.5 = 1.05M on openai) but provider-enforced limits can be lower (e.g. Codex OAuth caps the same slug at 272k). The authoritative source is ``agent.model_metadata.get_model_context_length`` which already knows about Codex OAuth, Copilot, Nous, and falls back to models.dev for the rest. When ``custom_providers`` is provided, per-model ``context_length`` overrides from ``custom_providers[].models..context_length`` are honored — this closes #15779 where ``/model`` switch ignored user-set overrides. Prefer the provider-aware value; fall back to ``model_info.context_window`` only if the resolver returns nothing. Nr)should_clear_context_pin)get_model_context_lengthr?)r>rZrr<r&)hermes_cli.route_identityr.rJagent.model_metadatar/intcontext_window) rrr>rZrr<r&r(r*r+r.r/ctxs r+resolve_display_context_lengthr5As;:()/)3F) ) J J J J J J'' ##  -)-% ) ) )$( ! ! ! )  AAAAAA&& ^Mr%-"7      s88O       *";:,--- 4s# 22-A%% A21A2Optional[dict]Optional[list]dict[str, str]c |r|siS| d fd }i}t|trq|D]\\}}t|t rt|ts0dD])}|||}|r|||<n*]t|tr|D]} t| ts| d} t| t r| sWd| }||vradD])}|| |}|r|||<n*|S)uReturn ``{provider_slug: canonical_model_id}`` for every configured provider whose declared models contain an exact (case-insensitive) match for ``model_name``. Used by :func:`switch_model` to route a *typed* model name to the provider that actually declares it in user/custom provider config, instead of leaving it on the current provider. Without this, a model declared under ``providers.`` / ``custom_providers`` but typed while the current provider is ``openai-codex`` stays on Codex and is soft-accepted as an unknown hidden Codex model (#45006). Matching is exact (case-insensitive); the configured spelling is returned so the downstream validation/override path sees the canonical id. Only the explicitly-declared model collections are scanned (``models``, the singular ``model``, and ``default_model``) — never fuzzy/family matching. r Optional[str]cdt|D]}|kr|cSdS)z`Canonical id if ``value`` (a model collection or scalar) declares ``target``, else None.N)r6r$)rr'targets r+_matchz,_configured_provider_matches.._matchsD,E22  H~~6))*tr-)rAr default_modelr/custom:)rr:)r#r$r!r1rr"r4r2) rbrr<r=rrrKrhitrOr/r<s @r+_configured_provider_matchesrAs* Z--//      % % ' 'F!G.$'''--//  ID#dC((  30E0E ;  fSWWS\\**$'GDME"D))%  EeT** 99V$$DdC((   #T##Dw;  fUYYs^^,,$'GDME Nr- current_modelcurrent_api_keyc  Xddlm} m} m} m} ddlm} d}|}|}d}|r]t|||}|9| dkrt|}|[d|d } dd l m }|}|r|d z }|dd D]}|d |j z }n#t$rYnwxYwtd||S|j}|dkrP|sN ddl m}ddlm}||dpid}n#t$rd}YnwxYwddlm}ddlm}| X|X}|r||krz|Xkrt||vrpt1|||}||vrZXfd|D}|rdd|dnd}td||j|dXdt7|d|S|sr|jrGddlm}||j} | r| }nPtd||j|d |jd!|jd"|Std||j|d|jd#|St=||}!|!|!\}"}}n ddl m}dd$lm}#m}||dpi}$|#|$|}%|%r d}|%}d}d%}d}!nt=||}!n #t$rt=||}!YnwxYw|rnu|!%|!\}}}t@!d&|||nN| }&|&tDvr{t1|||}'tG||'}(|($|(\}}}t@!d'|||ntD|&})td|d(|&d)|)j$d*|)j%d+S|s|&d,}*|*dkrd*|vrtO|rt|d|* }+||*d-zd},|+r%|,r#|+d*|,}t@!d.||d}-tO|r|stQ|}.|.rw| }/|.D] }0|0 |/kr|0}d%}-nA!|.D]=}0d*|0vr7|0)d*d-\}"}1|1 |/kr|0}d%}-n>d}2|s|-s||krtU|||}3|3r||3vr |3|}d%}2ntW|3}4tY|4d-kr,td|d/|d0d|4d1S|4d}|3|}d%}2t@!d2||t[|t\r||vr|}|pd}5|d3vp|/d4pd5|5vpd6|5v}6||kr|6s|s|-s|2s| ||} | r| \}}||k}7t7|}8|dkr|rd7}8|/d4rt|||}9|9|9j}8|}:|};d}<|7s|rddl0}=d}>|rF|rDdd8lm1}?|?| |}>|> |?||}>|>|>jr|pi| p|pi|pi}@te|@d9dpd}A|A/d:rJ|A3d;r5|=j4|Addpd}B|Br-|=j4|Bd}A | ||Apd|>j|?}C|Cd9dp|A}:|Cd@dp|>j};|CdAd}<n#t$r|A}:|>j};d}tmtn|}E|E|Ejr |Ej};d}<|:sdE}:tq|;}F|F|F}}S|S||<|;};t||}Tt||}Ug}V|GdOr|VA|GdOt|}W|Wr|VA|Wtd%|||7|:|;|<|VrdX|Vnd|8||T|U|Y S)ZaCore model-switching pipeline shared between CLI and gateway. Resolution chain: If --provider given: a. Resolve provider via resolve_provider_full() b. Resolve credentials c. If model given, resolve alias on target provider or use as-is d. If no model, auto-detect from endpoint If no --provider: a. Try alias resolution on current provider b. If alias exists but not on current provider -> fallback c. On aggregator, try vendor/model slug conversion d. Aggregator catalog search e. detect_provider_for_model() as last resort f. Resolve credentials g. Normalize model name for target provider Finally: h. Get full model metadata from models.dev i. Build result Args: raw_input: The model name (after flag parsing). current_provider: The currently active provider. current_model: The currently active model name. current_base_url: The currently active base URL. current_api_key: The currently active API key. is_global: Whether to persist the switch. explicit_provider: From --provider flag (empty = no explicit provider). user_providers: The ``providers:`` dict from config.yaml (for user endpoints). custom_providers: The ``custom_providers:`` list from config.yaml. Returns: ModelSwitchResult with all information the caller needs. r)copilot_model_api_modedetect_provider_for_modelvalidate_requested_modelopencode_model_api_mode)resolve_runtime_providerr?FNrVzUnknown provider 'z`'. Check 'hermes model' for available providers, or define it in config.yaml under 'providers:'.)validate_config_structureu1 Run 'hermes doctor' — config issues detected:u • )rrrmoar)normalize_moa_configdefault_presetdefault_AGGREGATOR_PROVIDERSALIASES)rrr<cJg|]}|r|k| SrY)rd)rDs_explicit_norms r+rz switch_model..KsB   ||N33 89^8K8K8K8K8Kr-z Did you mean: z, ?z Provider 'z"' is an alias that routes through z&, which has no credentials configured.)rrrrr)_auto_detect_local_modelzNo model detected on z (z@). Specify the model explicitly: /model --provider zN' has no base URL configured. Specify a model: /model --provider )exact_moa_preset_namerMTzAlias '%s' resolved to %s on %sz,Alias '%s' resolved via fallback to %s on %szAlias 'z ' maps to r=z] but no matching model was found in any provider catalog. Try specifying the full model name.:rz3Converted vendor:model '%s' to aggregator slug '%s''z0' is declared by multiple configured providers (z<). Re-run with --provider to choose which one to use.z/Configured-provider detection routed '%s' to %s>localrVr? localhostz 127.0.0.1rW)resolve_user_providerrZz${}rkey_env) requestedexplicit_api_keyexplicit_base_url target_modelr>r)rbrez,Could not resolve credentials for provider 'z': zno-key-required)rZr>rzCould not validate `z`: )acceptedpersist recognizedmessagerfis_provider_enabledrAr/rriz Invalid model)rrrrrrcorrected_model>github-copilotcopilot)rZ>opencoderr>rr)normalize_opencode_base_urlz | ) rrrrrZr>rrrrrrr)Cr rErFrGrHhermes_cli.runtime_providerrIr#rr$r`rGrJrirJrr.r:hermes_cli.moa_configrMr4rQhermes_cli.providersrSrrr/r r>rXrrYloggerdebugrr%rtrufindrrrrAsortedrer!r1rdosr^r"endswithenvironr rrr rrkrr6r2rprrr&rq)YrrrBrSrCrrrr<rErFrGrHrIresolved_aliasrrresolved_moa_presetpdef _switch_errrJ _cfg_issues_cir:rM_AGG_PROVIDERS_PROVIDER_ALIAS_TABLE _alias_target_authed _suggestions_hintrXdetected alias_result_rY_moa_cfg _moa_matchrauthedfallback_resultr colon_posleftrightresolved_in_current_catalogrnew_model_lowerrbare config_routed cfg_matches match_slugs_base is_customrr custom_pdefrZr>rrx _user_pdef_ruser_ucfg_ukey_kenvruntimee_da_mandated_mode validationoverriderkrrKrO entry_name entry_slugrP entry_model entry_modelsmsgrprrwarnings hermes_warnrVsY @r+ switch_modelrs4` EDDDDDN!!I&O _6$      <-3355;;==II,-=>>D <6%6666   GGGGGG7799 @#XXK*2A2@@#'?#+'?'??     $#)  ' e # #I # &999999FFFFFF001B1B51I1I1ORPPQab  & & &%  & NMMMMMIIIIII*002288::-11.AA  00>11>116!1-!1G g--    &    $,@dii &=&=@@@@)+)!$3#'9'A^AA#,_#=#=AA9>AA     } PPPPPP33DMBB  (II, %(7'+y"+pDIpppp\mpp    )!$3#'9'_TY__K\__    %Y@@  #+7 (Ay.  F 5 5 5 5 5 5 Y Y Y Y Y Y Y Y++KKMM,=,=e,D,D,JKKH..xCCJ J"'& !#&*## ,Y8HII  F F F(4DEELLL F 2    %9E 6OY LL1 ?     //##))++Cm##9%5#1%5 #:)V"L"L".AP>OYLLF& ? -S1H, %"+CcCCX_CCxCCC )  &NN3// q==S %9%9mL\>]>]%9$ZiZ06688>>@@D%i!mnn5;;==E'+$5$5e$5$5  Q%y',#  ) ) &. &*?;;G &"+//"3"3" & &Cyy{{o55$' 6:36 '&&#::&)iiQ&7&7GAt#zz||>>,/ >B ; % ( </( < #3336>+;K <#{22 +,< =I$(MM"("5"5K;''!++0$)&/!QI!Q!Q.2ii .D.D!Q!Q!Q    '2!nO +O **955 >u$< u(<  / / / 0" 00 0" 0 10RRJ!#VO^DD  !j&9 !#)r../@/F/F/H/H/N/N/P/PQQE"(b--o>>EBD  )R006B77==??E%% @%..*=*= @ uQrT{B77==?? >EIIi44:;;AACC>JNN5"55;;==E 22-%*]d&0&9!*  "++i44=";;z266M*:M";;z266   %.  ( (-= (%G'H)/8DDHH 22-!*"++i44";;z266";;z266   (!$3#1'3*33/033           ..*&Gkk)R00G{{:r22H{{:r22HH    D ,     00 ?s|?|HH ,+,H55N!! A%ox@@-YHHI --  %        ?i??A??     >>* % %+   = = = = = =+1133   c**3//?** $7"8M8M$N$NNN#' , W>W9AAAAAA..(SS*/9EEL ;;JH~~i  / 9-...-i88K% $$$ ')08@ 8,,,b%)!   s1B88 CC*:D%% D43D4AK//L  L 3A!bb/.b/Ad e*e e eAf"" f/.f/)h<< i iiraw_pool_presentrc ddlm}||}|r|Sn#t$rYnwxYw|S)azReturn whether *provider* has a credential that can be selected now. ``auth.json`` historically allowed opaque token-style pool values that do not deserialize into ``PooledCredential`` entries. Preserve visibility for those legacy values, but when a real pool exists its availability state is authoritative: an all-exhausted/dead pool is not authenticated. r load_pool)agent.credential_poolrhas_credentials has_availablerJ)rrrpools r+_credential_pool_is_usabler7sy 333333y""    ! ! (%%'' ' (      s8< A A rOcxt|tsiSddlm}||dS)Nr)normalize_extra_headers extra_headers)r!r1rGrr4)rOrs r+_extra_headers_from_configrJsH eT " " 999999 " "599_#=#= > >>r-Optional['_threading.Thread']ctrdStdd}tj|dd}||S) uWarm the provider-models disk cache in a background daemon thread. The no-args ``/model`` picker calls ``list_authenticated_providers()``, which fetches each authenticated provider's live ``/v1/models`` list on a cold/stale cache. Those fetches are independent HTTP round-trips but run serially, so the first ``/model`` open in a session (or any open after the 1h cache TTL expires) blocks ~1-2s on the user's critical path. This pre-warms that exact path off-thread during idle session time: it runs ``list_authenticated_providers()`` once, which populates ``provider_models_cache.json`` for every authed provider. By the time the user types ``/model``, the picker hits the warm disk cache and renders in ~100ms. Fire-and-forget. Process-level Event guard ensures it runs at most once. Fully exception-isolated — a slow or offline provider can never affect the session. Returns the spawned thread (for tests) or None if already warmed. 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Uses the curated model lists from hermes_cli/models.py (OPENROUTER_MODELS, _PROVIDER_MODELS) — NOT the full models.dev catalog. These are hand-picked agentic models that work well as agent backends. Returns a list of dicts, each with: - slug: str — the --provider value to use - name: str — display name - is_current: bool - is_user_defined: bool - models: list[str] — curated model IDs (up to max_models) - total_models: int — total curated count - source: str — "built-in", "models.dev", "user-config" Only includes providers that have API keys set or are user-defined endpoints. ``force_fresh_nous_tier`` bypasses the short Nous tier cache for explicit account-sensitive flows. UI picker opens should leave it false so they do not block on fresh Portal/account checks every time. ``refresh`` busts the per-provider model-id disk cache (``provider_models_cache.json``) up front so every row re-fetches its live catalog. Use for an explicit user-triggered "refresh models" action (e.g. the desktop picker's refresh control); leave false for normal picker opens so they stay snappy on the 1h cache. ``probe_custom_providers`` controls live ``/models`` discovery for saved custom OpenAI-compatible endpoints. Keep the default true for CLI parity; GUI picker opens can pass false to show configured models immediately without waiting on offline local endpoints. ``probe_current_custom_provider`` is the middle ground for GUI picker opens: probe only the currently-selected custom endpoint so its model list matches the active provider without blocking on every saved/offline custom endpoint. rN)PROVIDER_TO_MODELS_DEVfetch_models_devget_provider_infoPROVIDER_REGISTRY)OPENROUTER_MODELSr_MODELS_DEV_PREFERRED_merge_with_models_devcached_provider_model_idsclear_provider_models_cacheget_curated_nous_model_idsr?r=row_is_currentrirc*tpo|Sr )ri)rrrs r+_can_probe_custom_providerz@list_authenticated_providers.._can_probe_custom_providers*`/L/_Q_aaar-cxh|]7}|t|8SrY)r"r#r$rs r+rz/list_authenticated_providers..s8VVVTUVc!ffllnn**,,VVVr-r@r"ct|pddS)Nr?r=r"r#rHr$)r@s r+ _norm_urlz/list_authenticated_providers.._norm_urls839"~~##%%,,S1177999r-rrcH ddlm}n#t$rYdSwxYw||}|sdSd}t |ddr"j|jdpd}|st |ddpd}|}|r|dSdS)a Record the effective base URL for a built-in provider row. Prefers the live env-override (e.g. DASHSCOPE_BASE_URL) over the static inference_base_url so the dedup matches what a user typing that URL into custom_providers would actually hit.rrNr?base_url_env_varinference_base_url)hermes_cli.authrrJr4getattrrzrr%)r_regpcfgr@normed_builtin_endpointsrrxs r+_record_builtin_endpointz>list_authenticated_providers.._record_builtin_endpoints   A A A A A A A    FF xx~~  F 4+R 0 0 B*..!6;;ArC @$ 4b99?RC3  +  " "6 * * * * * + +s  cPjddrdSjddr/jddrdStfddDS)aTReturn True when explicit AWS auth config is present. This intentionally avoids botocore's full credential chain. Provider picker/model-switch discovery can run for non-Bedrock providers, and botocore may otherwise probe EC2 IMDS (169.254.169.254) on local machines before returning no credentials. AWS_BEARER_TOKEN_BEDROCKr?TAWS_ACCESS_KEY_IDAWS_SECRET_ACCESS_KEYc3rK|]1}j|dV2dS)r?N)rzr4r#)rDr/rxs r+rFzQlist_authenticated_providers.._has_fast_aws_sdk_signal.. sS   JNN4 $ $ * * , ,      r-) AWS_PROFILE&AWS_CONTAINER_CREDENTIALS_RELATIVE_URI"AWS_CONTAINER_CREDENTIALS_FULL_URIAWS_WEB_IDENTITY_TOKEN_FILE)rzr4r#rI)rxsr+_has_fast_aws_sdk_signalz>list_authenticated_providers.._has_fast_aws_sdk_signals :>>4b 9 9 ? ? A A 4 JNN. 3 3 9 9 ; ;  6;;AACC 4          r-c^t|pd}tpd}rdS||krdS ddlm}t |S#t $rYdSwxYw)z@Credential check for AWS SDK providers in non-runtime discovery.r?TFr)has_aws_credentials)r"r#r$agent.bedrock_adapterrrirJ)r slug_norm current_normrrrs r+_has_aws_sdk_creds_for_listingzDlist_authenticated_providers.._has_aws_sdk_creds_for_listings OO))++1133 +1r2288::@@BB # # % % 4  $ $5  A A A A A A++--.. .   55 sB B,+B,cg|]\}}|SrYrYrDrrs r+rz0list_authenticated_providers..&sAAAVS!SAAAr-r"r#z ollama-cloud)fetch_ollama_cloud_modelslmstudio LM_API_KEY LM_BASE_URL)fetch_lmstudio_models) AuthErrorzhttp://127.0.0.1:1234/v1g?)rZr>timeoutrP)_PROVIDER_ALIASESrR)get_provider_profilerZ)is_runtime_provider_routableenvc3LK|]}j|VdSr rzr4rDevrxs r+rFz/list_authenticated_providers..s1>>r r**>>>>>>r-)_load_auth_storecredential_poolTrrAFzbuilt-in)rr/ is_currentis_user_definedrA total_modelsr_)HERMES_OVERLAYSci|]\}}|| SrYrY)rDkvs r+ z0list_authenticated_providers..sGGG1q!GGGr-aws_sdkvertex)has_vertex_credentialsz"Vertex credential check failed: %sc3LK|]}j|VdSr r r s r+rFz/list_authenticated_providers..s1PP2BJNN2..PPPPPPr-c3LK|]}j|VdSr r r s r+rFz/list_authenticated_providers..s1NN"2:>>"--NNNNNNr-rLz"Auth store check failed for %s: %srz'Credential pool check failed for %s: %sr})read_claude_code_credentialsread_hermes_oauth_credentials accessTokenz)Anthropic external creds check failed: %s> copilot-acp openai-codexrn)get_pricing_for_providercheck_nous_free_tier&union_with_portal_free_recommendations&union_with_portal_paid_recommendations)get_provider_auth_stateportal_base_url) force_freshhermes)CANONICAL_PROVIDERSc3LK|]}j|VdSr r r s r+rFz/list_authenticated_providers..s1YYr r 2 2YYYYYYr-r^ canonical) OrderedDictrjr/r>apirarr\zenv:r>r)u—z - z.,()c3>K|]}|VdSr )r)rDcs r+rFz/list_authenticated_providers..9 s*"<"<1199;;"<"<"<"<"<"0nofalserV)r)fetch_api_models)headersz user-config)rr/rrrArr_r7rc3K|]}t|tot|ddp+|ddp|dddtdkVdS)r>r?r@r/r=N)r!r1r"r4r#rHr$)rD_cprSs r+rFz/list_authenticated_providers.. s    sD ! ! 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FK 0 0 0Q'"      NN7==?? + + + NN/ ==CCEE F F F "%W!3!3!5!5!>>>>>//C8H4I4I4O4O4Q4Q4X4XY\4]4]^^ +*G    %#.8.Dgkzk**'LL$+,,2244;;C@@    x   c6J'7>>c6++++++.9[]]%] A] AEeT**  &))/R6688H *b))99UB''99UB''eggffSkk   7 #ii 228b??AANyy++1r88::G$7>F w++11333B  *%%99[))eggeegg ";*19&W&&&r yy!2D99H(C(( H#>>++3GG#=U"C"C $V,?,E,E,G,G%H%HII 'O%  /))&5&;&;C&@&@&C&I&I&K&KOE*!"5xAQSbShShSjSjkI&& /:( +L99 (&& +0'/%8 % %y!!;6)#4#8#8#C#C;3:F9%i0  A;@F9%&78#YYw//52<<>>M BfY6G6Q!Q!Qy!(+22=AAA1%))Hb2I2IJJO @;?y!"78+ A A6)#4X#>>>9%h/66x@@@ A(+uu(+, , , ,  , , , ) ) % ==??n 6n 6C)nGggi,,Gv;Dzz||z))djjllBY.Y.Y zz||666 "((Q((..00J>>FA#((Q((..00J>>#))a))"F CK  &&((..00C N##))++22377==??I|  !  >U1U1U&aLM 2D!D!D8#jjll.DD&(27/007!%;;72Q6 +*/JJJ5MM5']]H#''2G*H*H&H5GG-t44   BBBBBB"2"2 # 8 8 @D###K #(3H .1+.>.>N+:#[!D NNF -#'h- #CM 2 2'y>      NN4::<< ( ( ( # ' ' 5 5 5 5 999999 nd + + !/!5!5!7!7O  &        D88L)) hhx((.BGG++"/!:'!:X'+xxG 'M'MPQ'Q^$  LLHHLIII Ns A A  A "'I II6K KK8AQ Q! Q!3[ [3[..[362^)) _3__`-4'``- `)&`-(`))`-- a7aa)A b66 c%c  c% ;e6f?f !h(%g('h(( g74h(6g770h(( h54h5:m mm3p  ppp66 qq /r;;%s#"s#P?'AQ'Q' AQ4Q3AQ4ZAA[ [ A[[A[uAAv+v+ Av8v7Av8yA Azz Az(z'Az(rLcr ddlm}||}||S|gd|DzS#t$r|cYSwxYw)aAdd the virtual MoA provider row used by interactive model pickers. ``list_authenticated_providers()`` only returns real/auth-backed providers. The CLI model inventory adds MoA separately so named presets appear next to normal providers; gateway pickers call ``list_picker_providers()`` directly, so they need the same virtual row here. Reuse the inventory's single row builder so the row shape stays defined in one place. r)_moa_provider_rowNcg|]=}t|dddk;|>S)rr?rL)r"r4r$rs r+rz0_prepend_moa_picker_provider.. sE\\\!Cfb8I8I4J4J4P4P4R4RV[4[4[A4[4[4[r-)rrrJ)rLrrmoa_rows r+_prepend_moa_picker_providerr sx::::::##$455 ? y\\y\\\\\ s'' 66 include_moac ddlm}t||||||d|} |rt| |} g} | D]<} t | dd} | dkr} |} d | D}n3#t$r&t| d g}YnwxYwt| } | |d |n|| d <t|| d <t| d }t| d o!t| d}|s|s'| | >| S)aInteractive-picker variant of :func:`list_authenticated_providers`. Post-processes the base list so the ``/model`` picker (Telegram/Discord inline keyboards) only surfaces models that are actually callable in the current install: - OpenRouter's model list is replaced with the output of :func:`hermes_cli.models.fetch_openrouter_models`, which filters the curated ``OPENROUTER_MODELS`` snapshot against the live OpenRouter catalog. IDs the live catalog no longer carries drop out, so the picker never offers a model the user can't call. - Provider rows whose model list ends up empty are dropped, except custom endpoints (``is_user_defined=True`` with an ``api_url``) where the user may supply their own model set through config. All other providers and metadata fields are passed through unchanged. 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