ei:UdZddlmZddlZddlZddlmZddlmZm Z m Z ddl m Z m Z mZmZmZddlmZddlmZmZmZmZmZejeZd Zejd ejZdpdZ dqdZ!Gdde Z"ide"ddde"ddde"ddde"ddde"ddde"ddde"ddd e"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.e"d0d1e"d2d3e"d4d5e"d6d7d8Z#d9e$d:<Gd;d<ia'd=e$d?<drd@Z(dsdBZ)eGdCdDZ*eGdEdFZ+dtdIZ,dudMZ-dvdQZ. dwdxdXZ/ dydzd[Z0 d{d|dcZ1 d}d~djZ2 dddoZ3dS)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)List NamedTupleOptional)custom_provider_slugdetermine_api_mode get_label is_aggregatorresolve_provider_full)normalize_model_for_provider)ModelCapabilities ModelInfoget_model_capabilitiesget_model_infolist_provider_modelszNous 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](?:[-_.:]|$) model_namestrreturnboolcX|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)r_NOUS_HERMES_NON_AGENTIC_REsearchrs 9/home/div/.hermes/hermes-agent/hermes_cli/model_switch.pyis_nous_hermes_non_agenticrKs. u +22:>> ? ??c2t|rtSdS)zHReturn a warning string if *model_name* is a Nous Hermes 3/4 chat model.)r_HERMES_MODEL_WARNINGrs r_check_hermes_model_warningr!Ws!*--%$$ 2rc(eZdZUdZded<ded<dS) ModelIdentityz:Vendor slug and family prefix used for catalog resolution.rvendorfamilyN__name__ __module__ __qualname____doc____annotations__rrr#r#cs(DDKKKKKKKKrr#sonnet anthropicz claude-sonnetopusz claude-opushaikuz claude-haikuclaudegpt5openaizgpt-5gptcodexo3o4geminigoogledeepseekz deepseek-chatgrokzx-aillamaz meta-llamaqwenminimaxnemotronnvidiakimi moonshotaizz-aiglmstepfunstepxiaomimimozarcee-aitrinity)rCrErGrHzdict[str, ModelIdentity] MODEL_ALIASESc2eZdZUdZded<ded<ded<dS) DirectAliasz5Exact model mapping that bypasses catalog resolution.rmodelproviderbase_urlNr&r,rrrKrKs1??JJJMMMMMMMMrrKdict[str, DirectAlias]_BUILTIN_DIRECT_ALIASESDIRECT_ALIASESc tt} ddlm}|}|d}t |tr|D]\}}t |ts|dd}|dd}|dd}|r9t||| || <n#t$rYnwxYw|S) aoLoad 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" r) load_config model_aliasesrLrrMcustomrN)rLrMrN) dictrPhermes_cli.configrSget isinstanceitemsrKstriplower Exception) mergedrScfg user_aliasesnameentryrLrMrNs r_load_direct_aliasesrcs)) * *F 111111kmmww// lD ) ) +1133   e!%.. '2.. 99Z:: 99Z443>#h444F4::<<--//0      MsC'C>> D  D Nonec4tstadSdS)z&Lazy-load direct aliases on first use.N)rQrcr,rr_ensure_direct_aliasesrfs% 0-//00rceZdZUdZded<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.rsuccessrr new_modeltarget_providerFprovider_changedapi_keyrNapi_mode error_messagewarning_messageprovider_labelresolved_via_aliasNzOptional[ModelCapabilities] capabilitiesOptional[ModelInfo] model_info is_global)r'r(r)r*r+rjrkrlrmrNrnrorprqrrrsrurvr,rrrhrhs++MMMIO"""""GHHMON     04L4444&*J****IrrhcVeZdZUdZded<dZded<dZded<dZded<dZded <d S) CustomAutoResultz?Result of switching to bare 'custom' provider with auto-detect.rrirrrLrNrmroN) r'r(r)r*r+rLrNrmror,rrrxrxsaIIMMMEOOOOHGMrrxraw_argstuple[str, str, bool]cd}d}ddl}|dd|}d|vr*d}|dd}|}d}g}|t |krf||d kr'|d zt |kr||d z}|d z }n ||||d z }|t |kfd |}|||fS) aParse --provider and --global flags from /model command args. Returns (model_input, explicit_provider, is_global). Examples:: "sonnet" -> ("sonnet", "", False) "sonnet --global" -> ("sonnet", "", True) "sonnet --provider anthropic" -> ("sonnet", "anthropic", False) "--provider my-ollama" -> ("", "my-ollama", False) "sonnet --provider anthropic --global" -> ("sonnet", "anthropic", True) FrrNz+[\u2012\u2013\u2014\u2015](provider|global)z--\1z--globalTz --provider )resubreplacer[splitlenappendjoin)ryrvexplicit_provider_repartsifiltered model_inputs rparse_model_flagsrs*IwwEwPXYYHX ##J3399;; NN  E AH c%jj.. 8| # #AE (:(: %a!e  FAA OOE!H % % % FA c%jj..((8$$**,,K *I 66rmodel_idprefixtuplec|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} ddddd} | |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') N/r|-rstartvV in_versionz-_. in_suffix.betweenc3K|]}| VdSNr,).0ns r z"_model_sort_key..s$))q))))))rr)promaxplusturbo) r startswithlstripr[isdigitrfloatrstrip ValueErrorr\rrX) rrrestnums suffix_bufstatenum_bufchsuffix version_key _SUFFIX_RANK suffix_ranks r_model_sort_keyr3s CKKLL !D sABBx ;;s   ! ! # #D DJ EG66 G  Tzz$ !$2 u#b l " "zz|| !2 s'>> E'..*=*=$>$>????% GGrMGGu! E'..*=*=$>$>????% G!! E'..*=*=$>$>????% G#b i  zz|| !$t$u#b k ! ! " J5L((  KKgnnS1122 3 3 3 3    D      % %e , ,F \\^^F))D)))))KQA>>L""61--K +v. ..sH 5D DD#5E E&%E&25F(( F54F55I II raw_inputcurrent_providerOptional[tuple[str, str, str]]c|}tt|}||j|j|fStD]3\}}|j|kr|j|j|fcS4t|}|dS|\}}t|} ddl m } | |g} | rz resolve_alias..s ///!AGGII///rrcbg|]+}|)|,Sr,r\r)rmidrs r z!resolve_alias..sE   yy{{%%f--    rcbg|]+}|)|,Sr,r)rr family_lowers rrz!resolve_alias..sE   yy{{%%l33    rc$t|Sr)r)rprefix_for_sorts rzresolve_alias..sq/BBrkey)r[r\rfrQrXrMrLrZrIrhermes_cli.modelsrrr]r sort)rrrdirect alias_namedaidentityr$r%catalogrstaticseenr aggregatormatchesrrrs @@@r resolve_aliasrsz //   ! ! # #C    $ $F s33 )..0077 B 8>>  s " "K:6 6 6 6 #  %%HtNFF ##344G  666666!%%&6;;  &//w///D & &7799D((NN1%%%      /00J  %%V%%++--    "    ||~~     "    t/9D**&***fO LLBBBBLCCC gaj# ..s#AD>> E  E ruser_providersrVcustom_providers list | None list[str]cf t|||d}d|DS#t$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)slugr,)rps rrz4get_authenticated_provider_slugs..s---a& ---r)list_authenticated_providersr])rrr providerss r get_authenticated_provider_slugsrsa 0-)-    .-9----  s ! 00r,authenticated_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)rrrrMresults r_resolve_alias_fallbackrsF(A+AIy(33  MMM  4rrLrMrNrmrurt Optional[int]c ddlm}|||pd|pd|pd|}|rt|Sn#t$rYnwxYw||jrt|jSdS)u Resolve the context length to show in /model output. models.dev reports per-vendor context (e.g. gpt-5.5 = 1.05M on openai) but provider-enforced limits can be lower (e.g. Codex OAuth caps the same slug at 272k). The authoritative source is ``agent.model_metadata.get_model_context_length`` which already knows about Codex OAuth, Copilot, Nous, and falls back to models.dev for the rest. When ``custom_providers`` is provided, per-model ``context_length`` overrides from ``custom_providers[].models..context_length`` are honored — this closes #15779 where ``/model`` switch ignored user-set overrides. Prefer the provider-aware value; fall back to ``model_info.context_window`` only if the resolver returns nothing. r)get_model_context_lengthrN)rNrmrMr)agent.model_metadatarintr]context_window)rLrMrNrmrurrctxs rresolve_display_context_lengthrs2  AAAAAA&& ^Mr%-      s88O       *";:,--- 4s ,0 ==F current_modelcurrent_base_urlcurrent_api_keyrvrc 8ddlm} m} m} m} ddlm} d}|8|}|rt|||}|[d|d} ddl m }|}|r|d z }|dd D]}|d |j z }n#t$rYnwxYwtd || S|j}8sr|jrGddlm}||j}|r|8nPtd ||j|d|jd|jd|Std ||j|d|jd|St%8|}||\}8}nEt%||}|%|\}8}t&d|8|nL|}|t,vr{t/|||}t1||}|$|\}8}t&d|8|nt,|}td |d|d|jd|jd S|d}|dkrd|vrt9|rt|d|}||dzd}|r%|r#|d|8t&d|8t9|r|st;|} | rs8}!| D]}"|"|!kr|"8n?| D];}"d|"vr5|"dd\}}#|#|!kr|"8n<|pd}$|dvpd |$vpd!|$v}%||kr|%s|s| 8|}|r|\}8||k}&t?|}'| d"rt|||}(|(|(j}'|})|}*d}+|&s|r | |8#},|,!d$d})|,!d%d}*|,!d&d}+n#t$r$}-td ||'|d'|'d(|-cYd}-~-Sd}-~-wwxYw | |8#},|,!d)d*krB|,!d$d})|,!d%d}*|,!d&d}+n#t$rYnwxYw|r>tEtF!|}.|.|.jr |.j}*d}+|)sd+})tI8|8 | 8||)|*|+pd,}/n$#t$r}-d d d d-8d.|-d/}/Yd}-~-nd}-~-wwxYw|/!d0sd }0|rl|D]i}1tK|1tLrR|1!d)|kr9|1!d1g}28|2vstO8fd2|2Drd3}0nj|0rd3d3d |/!d4dd/}/n+|/!d4d5}3td 8||'||36S|/!d7r|/d78|d8vr | 8|)9}+|d:vr | |8}+|+stQ||*}+|+d;kr1|d0|6nd|'||4|5|? S)@aCore 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_providerrNzUnknown 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 • F)rirvro)_auto_detect_local_modelzNo model detected on z (z@). Specify the model explicitly: /model --provider )rirkrqrvroz Provider 'zN' has no base URL configured. Specify a model: /model --provider zAlias '%s' resolved to %s on %s)rrrz,Alias '%s' resolved via fallback to %s on %szAlias 'z ' maps to rz] but no matching model was found in any provider catalog. 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