`gj UdZddlmZddlZddlZddlmZddlmZm Z m Z m Z ddl m Z mZmZmZmZmZmZddlmZddlmZmZmZmZmZed d hZd ed <ej>e Z!dcd Z" dddZ#dedZ$dZ%ejLdejNZ(dZ)ded<dfdZ*dgdZ+dfdZ,Gdde Z-ide-ddde-ddde-dd d!e-dd!d"e-d#d$d%e-d#d%d&e-d#d&d'e-d#d'd(e-d#d(d)e-d*d)d+e-d+d,d-e-d.d-d/e-d0d/d1e-d1d1d2e-d2d2d3e-d4d3d5e-d6d5e-d7d8e-d9d:e-d;d<e-d=d>d?Z.d@edA<GdBdCe Z/iZ0dDedE<iZ1dDedF<dhdGZ2didHZ3eGdIdJZ4edKLGdMdNZ5djdOZ6dkdPZ7 dl dmdSZ8dndTZ9 dodUZ: dp dqdVZ; dr dsdWZ< dt dudXZ= dvdYZ> dw dxdZZ?ddl@ZAeAjZCdQd[dyd\ZDdzd]ZEd{d^ZF d|dQddRdQdKdQdQdd_ d}d`ZGd~ddaZH d ddbZIy)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_PROVIDERScgtdfd }t|tr ||St|tr|D] }|| St|tt fr}|D]v}t|tr ||t|ts-|j d}t|tr|js|j d}||xSS)zReturn configured model IDs from supported config shapes. Accepts: - ``{"model-id": {...}}`` - ``["model-a", "model-b"]`` - ``[{"id": "model-a"}, {"name": "model-b"}]`` - ``"model-a"`` ct|tsy|j}|sy|j}|vryj |j |yN) isinstancestrstriploweraddappend) candidatemodel_idloweredidsseens J/root/.hermes/venv/lib/python3.12/site-packages/hermes_cli/model_switch.py_addz!_declared_model_ids.._addDsP)S) ??$ .." d?   8idname)r"rreturnNone)setrrdictlisttuplegetr)valuer(r#itemr%r&s @@r'_declared_model_idsr58sCUD % U  % H N  %$' D$$T $%88D>!(C08H#xx/HX  Jr)c|r|sy ddlm}m}|}|jdxsg}t |t sy|j jdj}d}|D]}t |ts|jddxs|jd dxsdj } | jdj|k7ro|jd } t | trt | t rtd | Drt | t r| |k(r||d <d }|r||d<||yy#t$rYywxYw) 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|tywr)rr/).0ms r' z4_save_discovered_models_to_config..s2() 1d#2T) hermes_cli.configr7r8r2rr0rrstriprr/any Exception) api_url model_idsr7r8cfg providersnorm_urlchangedentry entry_urlexistings r'!_save_discovered_models_to_configrQhs^ )& >mGG./52 )T* ==?))#.446 EeT*:r2Peiir6JPbWWYI$**,8yy*H (D)(D)c2-52/(D)h).C'E(OG- 0 &/C" #       s4EDE EEc ht|xsdj}|sytdddd|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)rrr )current_base_urlr;s r'_bare_custom_provider_defr^sF#)r*002H      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_PREFIXEScv|s|StD]+}|j|s|t|d}|r|cS|cS|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)r_ startswithlen) model_nameprefixtails r'format_model_for_displayrfsO (0   (c&kl+D4 /Z /0 r)cD|syttj|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)bool_NOUS_HERMES_NON_AGENTIC_REsearchrcs r'is_nous_hermes_non_agenticrls!  +22:> ??r)c&t|rtSy)zHReturn a warning string if *model_name* is a Nous Hermes 3/4 chat model.r<)rl_HERMES_MODEL_WARNINGrks r'_check_hermes_model_warningros!*-$$ r)c&eZdZUdZded<ded<y) ModelIdentityz:Vendor slug and family prefix used for catalog resolution.rvendorfamilyN__name__ __module__ __qualname____doc____annotations__rVr)r'rqrqsD K Kr)rqsonnet anthropicz claude-sonnetopusz claude-opushaikuz claude-haikuclaudegpt5openaizgpt-5gptcodexo3o4geminigoogledeepseekz deepseek-chatgrokzx-aillamaz meta-llamaqwenminimaxnemotronnvidiakimi moonshotaizz-aiglmstepfunstepxiaomimimozarcee-aitrinity)rrrrzdict[str, ModelIdentity] MODEL_ALIASESc0eZdZUdZded<ded<ded<y) DirectAliasz5Exact model mapping that bypasses catalog resolution.rmodelproviderr;NrtrVr)r'rrRs? JMMr)rdict[str, DirectAlias]_BUILTIN_DIRECT_ALIASESDIRECT_ALIASESctt} ddlm}|}|j d}t |tr|j D]|\}}t |ts|j dd}|j dd}|j dd}|sPt||| ||jj<~|j di} t | tr| j d } t | tr| j dd} | j D]\}} t | tr| js'|jj} | |vrJ| j}d |vr|jd d \}}n| }|}t|j|jxs| d || <|S#t$rY|SwxYw) aLoad direct aliases from config.yaml ``model_aliases:`` section. Config format:: model_aliases: qwen: model: "qwen3.5:397b" provider: custom base_url: "https://ollama.com/v1" minimax: model: "minimax-m2.7" provider: custom base_url: "https://ollama.com/v1" Also reads ``model.aliases`` (set by ``hermes config set model.aliases.xxx``) and converts simple string entries (``ds-flash: deepseek/deepseek-v4-flash``) into DirectAlias objects. The provider is parsed from the ``provider/`` prefix in the value; if no slash, the current provider is used. rr7 model_aliasesrr<rrSr;)rrr;aliasesr:) r/rrDr7r2ritemsrrrrsplitrG)mergedr7rJ user_aliasesr+rNrrr; model_sectionsimple_aliasescurrent_providerr3keyvals r'_load_direct_aliasesr`s() *F* 1mww/ lD )+113  e!%. '2. 99Z: 99Z43>#h4F4::<--/0 , mT **..y9N.$/#0#4#4Z#D #1#7#7#9KD%%eS1 **,,,.Cf} ++-Ccz*-))C*;%#3 #"-#kkm!)!1!E5E!##F3K& M   M sB G D?G G-,G-cLtstjtyy)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)rupdaterrVr)r'_ensure_direct_aliasesrs 245 r)ceZdZUdZded<dZded<dZded<dZded <dZded <dZ ded <dZ ded <dZ ded <dZ ded<dZ ded<dZded<dZded<dZded<dZded<y)ModelSwitchResultz!Result of a model switch attempt.rhsuccessr<r new_modeltarget_providerFprovider_changedrWr;api_mode error_messagewarning_messageprovider_labelresolved_via_aliasNzOptional[ModelCapabilities] capabilitiesOptional[ModelInfo] model_info is_global)rurvrwrxryrrrrWr;rrrrrrrrrVr)r'rrs+ MIsOS"d"GSHcHcM3OSNC  04L-4&*J#*Itr)rT)frozencbeZdZUdZded<dZded<dZded<dZded <dZded <dZ ded <y ) ModelFlagParseResultz"Parsed flags for a /model command.r model_inputr<explicit_providerFrhr force_refresh is_sessionis_onceN) rurvrwrxryrrrrrrVr)r'rrs>,sItM4JGTr)rcd}d}d}d}d}ddl}|jdd|}|j}d}g} |t|kr||dk(rd}|d z }np||d k(rd}|d z }n`||d k(rd}|d z }nP||d k(rd}|d z }n@||d k(r|d zt|kr||d z}|dz }n| j |||d z }|t|krdj | j } 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)resubrrbr!joinrr) raw_argsrrrrr_repartsifilteredrs r'parse_model_flags_detailedrsS.IMJGwwZ\cemnH NN E AH c%j. 8z !I FA 1X $J FA 1X $ M FA 1X !G FA 1X %!a%#e**< %a!e  FA OOE!H % FA% c%j.(((8$**,K +#  r)ct|}|j|j|j|j|j fS)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_flagsrsE ( 1F    r)Fr<c|ry|ry|ry|ry ddlm}|jd}t|trt |jddS y#t $rYywxYw)u2Decide whether a ``/model`` switch should persist to ``config.yaml``. Resolution order: 1. ``--once`` explicitly opts out → ``False`` (next turn only). 2. ``--session`` explicitly opts out → ``False`` (this session only). 3. ``--global`` explicitly opts in → ``True``. 4. ``--provider`` given without an explicit persist flag → ``False`` (session only). Provider switches are typically exploratory — the user is trying a different backend for this conversation, not reconfiguring the default. ``--global`` can still force persist. 5. Otherwise defer to ``model.persist_switch_by_default`` in ``config.yaml`` (defaults to ``False``: a plain ``/model `` affects only the current session). Users who want the old persist-by-default behavior can set the key to ``true``; a one-off ``--global`` always persists. The config read is defensive: on a fresh install ``model`` may be a flat string rather than a dict, in which case the built-in default (``False``) applies. FTrrrpersist_switch_by_default)rDr7r2rr/rhrG)rrrrr7 model_cfgs r'resolve_persist_behaviorr+sx6 1M%%g. i & &A5IJ J '     sAA A#"A#c|t|d}|jdr|dd}|jdj}g}d}d}d}|D]4}|dk(r,|dvrd}|j rd}||z }(|d vr-d }||z }5|dk(r|j r||z }P|d k(r7d |vr- |j t |jd d}||z }|d vr1|r, |j t |jd d}d }|r, |j t |jd d}d }||z }|d k(r-|j rd}|}|dvrd}|d vr d }||z })|d k(s0||z }7|r/|dk(r* |j t |jd |jjd }|j}td |D} dddddd} | j|d} | | |fzS#t$rYTwxYw#t$rY+wxYw#t$rY wxYw#t$rYwxYw)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.betweenc3"K|]}|  ywrrV)r@ns r'rBz"_model_sort_key..s)q)s r)promaxplusturbosol) rbralstriprisdigitr!floatrE ValueErrorrr1r2) r#rdrestnums suffix_bufstatenum_bufchsuffix version_key _SUFFIX_RANK suffix_ranks r'_model_sort_keyr]s CKL !D sABx ;;s  ! ! #D DJ EG6 G Tz$$2 u#b l "zz|2 s'> E'..*=$>?!GrMGu E'..*=$>?!G! E'..*=$>?!G#b i zz|$t$u#b k ! " Jm6r5L(  KKgnnS12 3    % %e ,F \\^F)D))KQAaHL""61-K +v. ..w&&&.   sH()H!)H))H9)I  H&%H&) H65H69 II IIc"|jj}ttj |}||j |j |fStjD]=\}}|j j|k(s$|j |j |fcStj |}|y|\}}t|} ddl m } | j |g} | rH| D chc]} | j} } | D]&} | j| vs| j| (t|}|rD|d|j}| Dcgc]#}|jj|r|%}}n>|j}| Dcgc]#}|jj|r|%}}|sy|r|d|n||j!fd||d|fScc} w#t$rYwxYwcc}wcc}w)a Resolve a short alias against the current provider's catalog. Looks up *raw_input* in :data:`MODEL_ALIASES`, then searches the current provider's models.dev catalog for the model whose ID starts with ``vendor/family`` (or just ``family`` for non-aggregator providers) and has the **highest version**. Returns: ``(provider, resolved_model_id, alias_name)`` if a match is found on the current provider, or ``None`` if the alias doesn't exist or no matching model is available. Nr)_PROVIDER_MODELSr:ct|Sr)r)rAprefix_for_sorts r'zresolve_alias..sq/Br)r)rrrrr2rrrrrhermes_cli.modelsrr!rGrrasort) raw_inputrrdirect alias_namedaidentityrrrscatalogrstaticrAr& aggregatorrdmidmatches family_lowerrs @r' resolve_aliasr s //  ! ! #C    $F s33 )..07 B 88>> s "KK:6 67  %HNFF ##34G  6!%%&6; './!AGGI/D/ &779D(NN1% &/0J81VH%++-" yy{%%f-   ||~ " yy{%%l3   /9&*fO LLBLC gaj# ..;0      s6G85G3 G8&G8(H(H 3G88 HHct t|||d}|Dcgc]}|d c}Scc}w#t$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)ruser_providersr9 max_modelsslug)list_authenticated_providersrG)rr r9rKps r' get_authenticated_provider_slugsrsK 0-)-  $--a& ---  s) $)) 77cB|xsd}|D]}t||}||cSy)zTry to resolve an alias on the user's authenticated providers. Falls back to ``("openrouter", "nous")`` only when no authenticated providers are supplied (backwards compat for non-interactive callers). ) openrouternousN)r )rauthenticated_providersrKrresults r'_resolve_alias_fallbackr0s:(A+AIy(3  M r)c ddlm}|||xsd|xsd|xsd||}|r t|S |!|jrt|jSy#t$rY/wxYw)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. r)get_model_context_lengthr<N)r;rWrr9config_context_length)agent.model_metadatarintrGcontext_window) rrr;rWrr9rrctxs r'resolve_display_context_lengthr As~4  A& ^Mr%-"7   s8O *";";:,,--     s,A A A cr |r|jsiS|jj d fd }i}t|tr`|j D]M\}}t|t rt|ts'dD]"}||j |}|s|||<MOt|tr{|D]v} t| ts| j d} t| t r| jsFd| }||vrPdD]"}|| j |}|s|||<vx|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. cTt|D]}|jk(s|cSy)z`Canonical id if ``value`` (a model collection or scalar) declares ``target``, else None.N)r5r)r3r#targets r'_matchz,_configured_provider_matches.._matchs2,E2 H~~6) r))r>r default_modelr+custom:)r,z Optional[str])rrrr/rrr2r0) rcr r9r$r rrJrhitrNr+r#s @r'_configured_provider_matchesr(ss@* Z--/     % % 'F!G.$''--/ ID#dC( 30E; SWWS\*$'GDM   "D)% EeT*99V$DdC( TF#Dw; UYYs^,$'GDM    Nr)c ddlm} m} m} m} ddlm} d}|j}|}d}|r/t|||}|,|jjdk(r t|}|Ed|d } dd l m }|}|r!|d z }|dd D]}|d |jz }td||S|j }|dk(r2|s0 ddl m}ddlm}||j)dxsid}ddlm}ddlm}|jj}|j)|}|r||k(r||k7r||vr|t1|||}||vrj|Dcgc]}|j3|r||k7r|}}|rddj5|dnd} td||j6|d|dt9|d| S|s|j:rTddlm}!|!|j:}"|"r|"}natd||j6|d|j6d |j:d!|Std||j6|d|j6d"|St?||}#|#|#\}$}}n ddl m}dd#lm }%m}||j)dxsi}&|%|&|}'|'r d}|'}d}d$}d}#n t?||}#|rn8|# |#\}}}tBjEd%|||n|jj}(|(tFvrpt1|||})tI||)}*|*|*\}}}tBjEd&|||ntF|(}+td|d'|(d(|+jJd)|+jLd*S|s~|jOd+},|,dkDrhd)|vrdtQ|rY|d|,jj}-||,d,zdj}.|-r |.r|-d)|.}tBjEd-||d}/tQ|ry|swtS|}0|0rj|j}1|0D]}2|2j|1k(s|2}d$}/n;|0D]5}2d)|2vs|2jUd)d,\}$}3|3j|1k(s1|2}d$}/nd}4|s|/s||k(rtW|||}5|5r||5vr|5|}d$}4nvtY|5}6t[|6d,kDr$td|d.|d/dj5|6d0S|6d}|5|}d$}4tBjEd1||t]|t^r||vr|}|xsd}7|d2vxs|j3d3xs d4|7vxsd5|7v}8||k(r|8s|s|/s|4s| ||}"|"r|"\}}||k7}9t9|}:|dk(r|rd6}:|j3d3rt|||};|; |;j6}:|}<|}=d}>|9s|r1ddl0}?d}@|r8|r6dd7lm1}A|A|jj|}@|@ A||}@@@j:r|xsij)|jjxs|xsij)|xsi}Bte|Bj)d8dxsdj}C|Cj3d9r>Cjgd:r-|?jhj)Cd;d<dj}CCsYteBj)d=dxsdj}D|Dr*|?jhj)Ddj}C | |Cxsd@j:|>}E|Ej)d8dxsC}<Ej)d?dxs @j:}=Ej)d@d}>n|dk(r|r|}<|}=tk||=}>n | ||A}E|Ej)d8d}<|Ej)d?d}=|Ej)d@d}>nA | ||A}E|Ej)d8d}<|Ej)d?d}=|Ej)d@d}>|r?tmtnj)|}G|GGj:rGj:}=d}>|n|>s tk||=}>ts||} | |||<|=|>xsdE}IIj)dIs1d}J|rNddJl m:}K|jwD]5\}L}MK|MsL|k(s|tyMj)dKivs3d$}JnJs|rt]|tzr|D]}Nt]|Nt^sNj)dLd}O|Ord3Ond}PNj)d?d}Q|P|k(sQ|=k(sLNj)dMd}R|Nj)dKi}S||Rk(rd$}Jn|tySvsd$}JnJrd$d$dIj)dNddH}In#Ij)dNdO}Ttd|||:||TPSIj)dQrIdQ}|dRvr | |||dTvr | ||}>|>s tk||=}>|dUvr t]|=tdrddVlm>}U|U||>|=}=t||}Vt||}Wg}XIj)dNrXjIdNt|}Y|YrXjYtd$|||9|<|=|>XrdWj5Xnd|:|VW|X S#t$rY )wxYw#t$rd}Y wxYwcc}w#t$rt?||}#YPwxYw#t$rC}<@j:}=d}>Y wxYw#t$r }Ftd||:|dB|:dCFcYd}F~FSd}F~FwwxYw#t$rYFwxYw#t$r}FddddF|dGFdH}IYd}F~Fd}F~FwwxYw)YaCore 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<FNrSzUnknown 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)rr r9z 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_namer2TzAlias '%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>localrSr& localhostz 127.0.0.1rT)resolve_user_providerrWz${}rkey_env) requestedexplicit_api_keyexplicit_base_url target_modelr;r)rDrGz,Could not resolve credentials for provider 'z': zno-key-required)rWr;rzCould not validate `z`: )acceptedpersist recognizedmessagerHis_provider_enabledr>r+rrKz Invalid model)rrrrrrcorrected_model>github-copilotcopilot)rW>opencoderr>rr)normalize_opencode_base_urlz | ) rrrrrWr;rrrrrrr)Crr*r+r,r-hermes_cli.runtime_providerr.rrrr^rDr/rKrGrr*r7hermes_cli.moa_configr2r2r6hermes_cli.providersr8rrarr+r r;r:r r;loggerdebugrrrrrsfindrrrr(sortedrbrr/osr@rendswithenvironr rrr rrMrr5r0rRrrr!ro)Zrr current_modelr]current_api_keyrrr r9r*r+r,r-r.resolved_aliasrrresolved_moa_presetpdef _switch_errr/ _cfg_issues_cir7r2_AGG_PROVIDERS_PROVIDER_ALIAS_TABLE_explicit_norm _alias_target_autheds _suggestions_hintr:detected alias_result_r;_moa_cfg _moa_matchrauthedfallback_resultr colon_posleftrightresolved_in_current_catalogrnew_model_lowerrbare config_routed cfg_matches match_slugs_base is_customrr custom_pdefrWr;rrZ _user_pdef_ruser_ucfg_ukey_kenvruntimee_da_mandated_mode validationoverriderMrrJrN entry_name entry_slugrO entry_model entry_modelsmsgrRrrwarnings hermes_warnsZ r' switch_modelrs ` EN!I&O $     <-335;;=I,-=>D <$%6$7856   G79 #XXK*2A@##++'?? @%#)  '' e #I &9F01B1B51I1ORPQab  NI*00288:-11.A 0>1>16!1-!1G g-& ||N3^8K    $&dii &=%>a@)+)!$3#'99'$^$45##,_#=">?99>A  }}P3DMMB (I, %(7'+yy"+3DII;bP\\m[np  )!$3#'99'$TYYK0KK\J]_  %Y@  #+7 (Ay.  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" (!$3#1'*+3qc3   0   P  -i[A3?   s00j=/k kAk$A"lAl Am >m= k  k  kk$k=<k=ll m )m>m m  mm m=% m88m=raw_pool_presentc ddlm}||}|jr|jS |S#t$rY|SwxYw)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_availablerG)rrrpools r'_credential_pool_is_usabler"sV 3"    !%%' ' "     s-3 AAc`t|tsiSddlm}||j dS)Nr)normalize_extra_headers extra_headers)rr/rDrr2)rNrs r'_extra_headers_from_configr5s( eT " 9 "599_#= >>r)ctjrytjdd}tj|dd}|j |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. Nc  ddlm}|}t|j|j|j |j |j|jxsgy#t$rtjddYywxYw)Nr)load_picker_context)rr]r]r r9excluded_providerszpicker cache prewarm failedT)exc_info) hermes_cli.inventoryrrrr]r]r r9rrGrVrW)rrs r'_warmz)prewarm_picker_cache_async.._warmTs| G @%'C )!$!5!5!$!5!5!//"11!$!5!5# #9#?R   G LL6L F GsAA!! 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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:c*txsxr|Sr)rh)row_is_currentrrs r'_can_probe_custom_providerz@list_authenticated_providers.._can_probe_custom_providers*`/L/_Q_aar)r=cvt|xsdjjdjS)Nr<r:rrrEr)r=s r' _norm_urlz/list_authenticated_providers.._norm_urls-39"~##%,,S17799r)rc* ddlm}|j|}|syd}t |ddr*j j|j dxsd}|st |ddxsd}|}|rj|yy#t$rYywxYw)a Record the effective base URL for a built-in provider row. Prefers the live env-override (e.g. DASHSCOPE_BASE_URL) over the static inference_base_url so the dedup matches what a user typing that URL into custom_providers would actually hit.rrNr<base_url_env_varinference_base_url)hermes_cli.authrrGr2getattrr\rr )r_regpcfgr=normed_builtin_endpointsrrZs r'_record_builtin_endpointz>list_authenticated_providers.._record_builtin_endpoints   Axx~  4+R 0**..!6!6;ArC$ 4b9?RC3   " "6 *    sB BBc,jjddjryjjddjr+jjddjrytfddDS)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|].}jj|dj0yw)r<N)r\r2r)r@r+rZs r'rBzQlist_authenticated_providers.._has_fast_aws_sdk_signal..s1  JJNN4 $ * * , s47) AWS_PROFILE&AWS_CONTAINER_CREDENTIALS_RELATIVE_URI"AWS_CONTAINER_CREDENTIALS_FULL_URIAWS_WEB_IDENTITY_TOKEN_FILE)r\r2rrF)rZsr'_has_fast_aws_sdk_signalz>list_authenticated_providers.._has_fast_aws_sdk_signals{ ::>>4b 9 ? ? 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Ai!.2Aj9 Ak"Ak<$Ak3Ak&1Ak89Al 2Al@1"AmG:9Am^AAm$`;)Am?a$A Am4b- Am?b6A;Am:d1Am?f& Af3f2Af3gAg g Ag g AggAgg Ag,g+Ag,g5 Ah g>AhhAh h# Ah0h,Ah3h/Ah0h0Ah3h3 Aih<AiiAii! Aj i*AjjAj j/AkkAkk AkkAkkAkkAkk Ak#k"Ak#k& Ak5k4Ak5k8 AllAll AllAll%AmmAmm AmmAmm Am!m Am!m$ Am1m0Am1m4 Am?m? An n An c  ddlm}||}||S|g|Dcgc]1}t|jddj dk7s0|3c}zScc}w#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_rowrr<r1)rrrr2rrG)rKrrmoa_rowrs r'_prepend_moa_picker_providerr sq:#$45 ? yy\!Cfb8I4J4P4P4RV[4[A\\\\ s-AA1A AAA A('A(c rddlm}t||||||d|} |r t| |} g} | D]} t | j ddj } | dk(rA |} | Dcgc]\}}| }}}t| } ||d |n|| d <t|| d <t| j d }t| j d xrt| j d }|s|s| j| | Scc}}w#t$rt| j d g}YwxYw)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. The typed ``/model `` path is unaffected -- only the interactive picker payload is narrowed. r)fetch_openrouter_modelsT)rr]r r9rr]rr)rrr<rr>NrrrH) rrrrrr2rrGr0r/rbrhr!)rr]r r9rr] include_moarrrKrrrr2rrolive_ids has_modelsis_custom_endpoints r'list_picker_providersr sH::,))%)#- I0M]^ H 155$%++- <  5.0.23FCC33QA3=3I(;J/xAhK #H An !%%/* !!%%(9":;VQUU9EU@V"4 !$ O4 5h 34 5s$ D+ D 7D D$D65D6)r3rr, list[str])rHrrIrr,r-)r]rr,zOptional[ProviderDef])rcrr,r)rcrr,rh)r,rr)rrr,r)rrr,z!tuple[str, str, bool, bool, bool])Fr<) rrhrrhrrhrrr,rh)r#rrdrr,r1)rrrrr,Optional[tuple[str, str, str]])r<NN)rrr r/r9 list | Noner,r)rV)rrrrr,r)r<r<NNN)rrrrr;rrWrrrr9rr int | Noner,z Optional[int])rcrr zOptional[dict]r9zOptional[list]r,dict[str, str])r<r<Fr<NN)rrrrr]rr]rr^rrrhrrr r/r9rr,r)rrrrhr,rh)rNrr,r)r,zOptional['_threading.Thread'])r<r<NN)rrr]rr r/r9rrrhrrr]rrrhrrhrrhrrhrrr, List[dict])r<)rKrrrr,r)r<r<NNNr<FN)rrr]rr r/r9rrrr]rrrhrrr,r)Jrx __future__rloggingr dataclassesrtypingrrrrrUr r r r r rrhermes_cli.model_normalizerrrrrrr frozensetrry getLoggerrurVr5rQr^rncompile IGNORECASErir_rfrlrorqrrrrrrrrrrrrr rrr r(r threadingrEventrrrrrrrrVr)r'rs(# !22.7 7V-WNW   8 $-`5 5 &5  5 p,- )bjj-MM.+ . @J 1+ {O<1+ {M:1+ {N; 1+  {H5 1+ x11+ x/1+ x11+ x.1+ x.1+ x21+$z?;%1+* vv.+1+0 |W511+6 vv.71+<y)4=1+Bx4C1+H |V4I1+Nvu-y&1x0z95a1+ '1x*35/4*,&+@F 6   & $CL & ++++ +  +dm/`J/J/J/$J/\$(" 0*,&$(&*$((,* *** * $ * " *&**d=="=%= =P$(\ \ \ \  \   \   \ \ \ "\ \ L'z'')KP&?- b$( d #(!#'*/&*dddd" d  dddd!d$(dd$ddN#*$(!&*????" ?  ?  ??$??r)