i*TUdZddlmZddlZddlZddlmZddlmZm Z m Z ddl m Z m Z mZmZmZddlmZddlmZmZmZmZmZejeZd Zejd ejZdsdZ dtdZ!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$d:<Gd;d<iZ'd=e$d?<dud@Z(dvdBZ)eGdCdDZ*eGdEdFZ+dwdIZ,dxdMZ-dydQZ. dzd{dXZ/ d|d}d[Z0 d~ddeZ1 dddlZ2 dddqZ3 dddrZ4dS)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 > ? ??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_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. r) load_config model_aliasesrLrrMcustomrN)rLrMrNaliases/) dictrPhermes_cli.configrSget isinstanceitemsrKstriplowerrsplit Exception)mergedrScfg user_aliasesnameentryrLrMrN model_sectionsimple_aliasescurrent_providervaluekeyvals r_load_direct_aliasesrmsi() * *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 IINonecdts(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)rQupdatermr,rr_ensure_direct_aliasesrqs7 62445555566rceZdZUdZded<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+rurvrwrxrNryrzr{r|r}r~rrr,rrrsrss++MMMIO"""""GHHMON     04L4444&*J****IrrscVeZdZUdZded<dZded<dZded<dZded<dZded <d S) CustomAutoResultz?Result of switching to bare 'custom' provider with auto-detect.rrtrrrLrNrxrzN) r'r(r)r*r+rLrNrxrzr,rrrrsaIIMMMEOOOOHGMrrraw_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 --providerrX )resubreplacer^r`lenappendjoin)rrexplicit_provider_repartsifiltered model_inputs rparse_model_flagsr)s*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') NrWrX-rstartvV in_versionz-_. in_suffix.betweenc3K|]}| VdSNr,).0ns r z"_model_sort_key..s$))q))))))rr)promaxplusturbo) r startswithlstripr^isdigitrfloatrstrip ValueErrorr_rr[) rrrestnums suffix_bufstatenum_bufchsuffix version_key _SUFFIX_RANK suffix_ranks r_model_sort_keyrWs CKKLL !D sABBx ;;s   ! ! # #D DJ EG66 G  Tzz$ !$2 u#b l " "zz|| !2 s'>> E'..*=*=$>$>????% GGrMGGu! E'..*=*=$>$>????% G!! E'..*=*=$>$>????% G#b i  zz|| !$t$u#b k ! ! " J5L((  KKgnnS1122 3 3 3 3    D      % %e , ,F \\^^F))D)))))KQA>>L""61--K +v. ..sH 5D DD#5E E&%E&25F(( F54F55I II raw_inputriOptional[tuple[str, str, str]]c|}tt|}||j|j|fStD]3\}}|j|kr|j|j|fcS4t|}|dS|\}}t|} ddl m } | |g} | rz resolve_alias..s ///!AGGII///rrWcbg|]+}|)|,Sr,r_r)rmidrs r z!resolve_alias..sE   yy{{%%f--    rcbg|]+}|)|,Sr,r)rr family_lowers rrz!resolve_alias..sE   yy{{%%l33    rc$t|Sr)r)rprefix_for_sorts rzresolve_alias.. sq/BBrrk)r^r_rqrQr[rMrLr]rIrhermes_cli.modelsrrrar sort)rrirkdirect alias_namedaidentityr$r%catalogrstaticseenr aggregatormatchesrrrs @@@r resolve_aliasrsz //   ! ! # #C    $ $F s33 )..0077 B 8>>  s " "K:6 6 6 6 #  %%HtNFF ##344G  666666!%%&6;;  &//w///D & &7799D((NN1%%%      /00J  %%V%%++--    "    ||~~     "    t/9D**&***fO LLBBBBLCCC gaj# ..s#AD>> E  E ruser_providersrYcustom_providers list | None list[str]cf t|||d}d|DS#t$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)rirr max_modelscg|] }|d S)slugr,)rps rrz4get_authenticated_provider_slugs.. s---a& ---r)list_authenticated_providersra)rirr 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_fallbackr%sF(A+AIy(33  MMM  4rrLrMrNrxrrconfig_context_length int | None Optional[int]c ddlm}|||pd|pd|pd||}|rt|Sn#t$rYnwxYw||jrt|jSdS)u Resolve the context length to show in /model output. models.dev reports per-vendor context (e.g. gpt-5.5 = 1.05M on openai) but provider-enforced limits can be lower (e.g. Codex OAuth caps the same slug at 272k). The authoritative source is ``agent.model_metadata.get_model_context_length`` which already knows about Codex OAuth, Copilot, Nous, and falls back to models.dev for the rest. When ``custom_providers`` is provided, per-model ``context_length`` overrides from ``custom_providers[].models..context_length`` are honored — this closes #15779 where ``/model`` switch ignored user-set overrides. Prefer the provider-aware value; fall back to ``model_info.context_window`` only if the resolver returns nothing. r)get_model_context_lengthrN)rNrxrMrr)agent.model_metadatarintracontext_window) rLrMrNrxrrrrctxs rresolve_display_context_lengthr6s4  AAAAAA&& ^Mr%-"7      s88O       *";:,--- 4s -1 >>F current_modelcurrent_base_urlcurrent_api_keyrrc @@ddlm} m} m} m} ddlm} d}|@|}|rt|||}|[d|d} ddl m }|}|r|d z }|dd D]}|d |j z }n#t$rYnwxYwtd || S|j}@sr|jrGddlm}||j}|r|@nPtd ||j|d|jd|jd|Std ||j|d|jd|St%@|}||\}@}nMt%||}|%|\}@}t&d|@|nL|}|t,vr{t/|||}t1||}|$|\}@}t&d|@|nt,|}td |d|d|jd|jd S|d}|dkrd|vrt9|rt|d|}||dzd}|r%|r#|d|@t&d|@d } t9|r|st;|}!|!rw@}"|!D] }#|#|"kr|#@d} nA!|!D]=}#d|#vr7|#dd\}}$|$|"kr|#@d} n>|pd}%|d vpd!|%vpd"|%v}&||kr|&s|s| s| @|}|r|\}@||k}'t?|}(| d#rt|||})|)|)j}(|}*|}+d},|'s|r | |@$}-|-!d%d}*|-!d&d}+|-!d'd},n#t$r$}.td ||(|d(|(d)|.cYd}.~.Sd}.~.wwxYw | |@$}-|-!d*d+krB|-!d%d}*|-!d&d}+|-!d'd},n#t$rYnwxYw|r>tEtF!|}/|/|/jr |/j}+d},|*sd,}*tI@|@ | @||*|+|,pd-}0n$#t$r}.d d d d.@d/|.d0}0Yd}.~.nd}.~.wwxYw|0!d1sd }1|rr|%D]]\}2}3|2|krR|3!d2i}4@|4vrd}1n5tM|4tNrtQ@fd3|4Drd}1n^|1s|rtM|tNr|D]}5tM|5tRs|5!d4d}6|6rd#|6nd}7|5!d&d}8|7|ks|8|+krS|5!d5d}9|5!d2i}:@|9krd}1ntM|:tRr@|:vrd}1n|1rddd |0!d6dd0}0n+|0!d6d7};td @||(||;8S|0!d9r|0d9@|d:vr | @|*;},|dvr-tM|+tVr|+rtYj-d?d|+}+t]|@}|0!d6r|>0|0d6tc@}?|?r|>0|?td@||'|*|+|,|>rd@2|>nd|(||<|=|A S)BaCore 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)rtrrz)_auto_detect_local_modelzNo model detected on z (z@). Specify the model explicitly: /model --provider )rtrvr|rrzz Provider 'zN' has no base URL configured. Specify a model: /model --provider zAlias '%s' resolved to %s on %s)rirrz,Alias '%s' resolved via fallback to %s on %szAlias 'z ' maps to rWz] but no matching model was found in any provider catalog. Try specifying the full model name.:rXz3Converted vendor:model '%s' to aggregator slug '%s'T)rUlocal localhostz 127.0.0.1zcustom:) requested target_modelrxrNryz,Could not resolve credentials for provider 'z': rMrUzno-key-required)rxrNryzCould not validate `z`: )acceptedpersist recognizedmessagermodelsc3tK|]2}t|t|dkV3dS)reN)r\rYr[)rrrus rrzswitch_model..sDeeaQ[\]_cQdQdequuV}} 9eeeeeerrerLrz Invalid model)rtrurvr|rrzcorrected_model>github-copilotcopilot)rx>opencode opencode-go opencode-zenanthropic_messages>rrz/v1/?$z | ) rtrurvrwrxrNryr{r|r}r~rr)3rrrrrhermes_cli.runtime_providerrr^r rZrrrarsidrNrrerloggerdebugr_rIrrr$r%findr rr`r rr[rqrQr r]r\listanyrYr rrrrrrr!r)Arrirrrrrrrrrrrrresolved_aliasrvpdef _switch_errr _cfg_issues_cirdetected alias_result_rkauthedfallback_resultr colon_posleftrightresolved_in_current_catalogrnew_model_lowerrbare_base is_customrwr| custom_pdefrxrNryruntimee_da validationoverriderrc cfg_modelsrf entry_name entry_slug entry_url entry_model entry_modelsmsgr~rwarnings hermes_warnrusA @r switch_modelr:gs: ` EDDDDDN!!I&O b6$      <6%6666   GGGGGG7799 @#XXK*2A2@@#'?#+'?'??     $#)  ' } PPPPPP33DMBB  (II, %(7'+y"+pDIpppp\mpp    )!$3#'9'_TY__K\__    %Y@@  #+7 (Ay.%Y0@AA  #9E 6OY LL1 ?     //##))++Cm##9%5#1%5 #:)V"L"L".AP>OYLLF& ? -S1H, %"+CcCCX_CCxCCC &NN3// q==S %9%9mL\>]>]%9$ZiZ06688>>@@D%i!mnn5;;==E'+$5$5e$5$5  Q%y',#  ) ) &. &*?;;G &"+//"3"3" & &Cyy{{o55$' 6:36 '&&#::&)iiQ&7&7GAt#zz||>>,/ >B ; %!&B$(;; 5 8K5$8  / / / 0" 00 0 10>* % %/  "+1133 " " c?**!$2!6!6J J..#'!*d33"eeee:eeeee"'+H!E ,  > > x % % ?  ?6)R22*/9EEL ;;JH~~i  / 9-...-i88K% $$$ ')08@ 8,,,b%)!   s\ 1A;; BBAP Q (QQ Q A(R99 SST-- U7 U  Urr List[dict]c .&cdefddlfddlm}m}m}ddlm} ddlm} m } m } m } m }g}t}t}tcdUd edVceffd }dWffd ddXdfd }|}t| }d| D|d<d|vr |d|d<d|vrddlm}||d<d|vrfjdsDfjds*dkrddlm}ddlm}dk}fjdp |r|r|ndpd} |fjdd|d}n #|$rg}YnwxYw|s|r|r|g}||d<|D]\}}||vr ||}t/|ts6| |}|r |jdkrY|r|jrt5|j} n,|dg} t/| t4st7ffd | D}!|!s> dd!lm}"|"}#|#r||#d"ivrd#}!n#t:$rYnwxYw|!s||g}$|| vr | ||$}$t=|$}%|$d|}&|}'||}(|(r|(jn|})| |'|)|'kp|kd$|&|%d%d&|!|'|!|||'dd'l"m#}*ddlm}+d(|D},|*D]\}-}.|-|vr|,|-|-}/|/|vrJd$}!|.jd)kr ||/}!n'|.j$r t7ffd*|.j$D}!|!sT|.jdkrI|-|/fD]D}0|+|0}1|1r+|1jr$t7ffd+|1jDrd#}!nE|!sg dd!lm}"|"}#|#d,i}2|#r |-|2vs|/|2vrd#}!n3#t:$r&}3tJ&d-|-|3Yd}3~3nd}3~3wwxYw|!s\ dd.l'm(}4|4|/}5|5)rd#}!n3#t:$r&}3tJ&d/|/|3Yd}3~3nd}3~3wwxYw|!s|/d0kr dd1l*m+}6m,}7|7}8|6}9|8r|8d2s|9r|9d2rd#}!n2#t:$r%}3tJ&d3|3Yd}3~3nd}3~3wwxYw|!s3|/d4vr ||/}$n|.jd)kr~ dd5l-m.}:|:};|;|;n+||/gp||-g}$nx#t:$r/||/gp||-g}$Yn@wxYw||/gp||-g}$|/| vr | |/|$}$t=|$}%|$d|}&| |/t_|/|/kp|-kd$|&|%d6d&|!|-|!|/||/ dd7lm0}<n#tb$rg}d$}?|>r'|>jr t7ffd8|>jD}?|?sE dd!lm}"|"}@|@d,i}A|@r |=j2|Avrd#}?n#t:$rYnwxYw|?s> dd.l'm(}4|4|=j2}B|B)rd#}?n#t:$rYnwxYw|?s'|>r%tg|>d9dd)kr||=j2}?|?s|>rqtg|>d9dd)kr\ dd5l-m.}:|:};|;|;n||=j2g}CnF#t:$r||=j2g}CYnwxYw||=j2g}Ct=|C}D|Cd|}E| |=j2|=j4|=j2kd$|E|Dd:d&|!|=j2||=j2-t}F|rt/|tr|D]\}G}Ht/|Hts|G|vr3|Hd;dp|G})|Hddp|Hd?d}Jg}K|Jr|K |J|Hd@g}Lt/|Ltr!|LD]}M|Mr|M|Kvr|K |Mn5t/|Lt4r |LD]}M|Mr|M|Kvr|K |M|Ks_tk|I}NdA|Nvr(|dBpg}O|Ort5|O}Ktk|Hddpd}P|Pshtk|HdCdpd}Q|Qr-fj|Qdnd}P|HdDd#}Rt/|Rtjr|RdEv}R|Ir,|Pr*|Rr( ddFlm6}S|S|P|I}T|Tr|T}Kn#t:$rYnwxYw| |G|)|Gkd#|K|Krt=|KnddG|IdH|!|G|!to|)tk|)tk|I8dIf}U|Udr|UdJr|F!|U|rt/|t4rddKl9m:}V|V}W|D]}Xt/|Xts|Xd;pd}Y|Xd._norm_urlGs839"~~##%%,,S1177999rrrncH 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.rrANrbase_url_env_varinference_base_url)hermes_cli.authrBrar[getattrenvironrKadd)r_regpcfgrGnormed_builtin_endpointsrIoss r_record_builtin_endpointz>list_authenticated_providers.._record_builtin_endpointJs   A A A A A A A    FF xx~~  F 4+R 0 0 B*..!6;;ArC @$ 4b99?RC3  +  " "6 * * * * * + +s  rcPjddrdSjddr/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_BEDROCKrTAWS_ACCESS_KEY_IDAWS_SECRET_ACCESS_KEYc3rK|]1}j|dV2dS)rN)rOr[r^)rrerUs rrzQlist_authenticated_providers.._has_fast_aws_sdk_signal..osS   JNN4 $ $ * * , ,      r) AWS_PROFILE&AWS_CONTAINER_CREDENTIALS_RELATIVE_URI"AWS_CONTAINER_CREDENTIALS_FULL_URIAWS_WEB_IDENTITY_TOKEN_FILE)rOr[r^r)rUsr_has_fast_aws_sdk_signalz>list_authenticated_providers.._has_fast_aws_sdk_signal`s :>>4b 9 9 ? ? 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W 99;;* $ $ &))#s33     * , ,    ) )66{CCII  # QPPPP9OPPPPPI W.);;k*  %))$//D1NNNN8MNNNNN$(   M M<<<<<<((**"'))K"<"<%c_44 8V8V $I M M M A3LLLLLLLL M  Z Z;;;;;; y--''))% $I Z Z Z F UXYYYYYYYY Z O[K77 O =<>> 7799 %\%5%5m%D%D%%!)m!>  z ) ) $''11   Z*5 ZYYYYZ=XYYYYYM  <<<<<<,,.. &/mmK&D&D#)-@!@!@$(M      ;;;;;;$9SX..++--)$(M      E E KQS0T0TXa0a0a::38DDM    6'*k2>>)KK :KKKKKK0022(,(8gkk#(TV>W>W  : : : ' CHb 9 9  :$KK"55M &&   ,HI(&66$%!      sx~~''(((  ****$'55V3*^T::V3-3355U 3U 3OGVfd++ }}*,,!::fb11>DDFFAHP"*.."55;;===bzz"3T::H(C(( H#>>++3GG 7 x BBBBBB"2"27G"D"DK"2&1  D NN$%)99#'%4? FK 0 0 0Q'"      NN7==?? + + + NN/ ==CCEE F F FL!!''))//11G ""$$++C006688EQx 3E!H 3'++E222 M6J'7>>M6++++++ .9[]]%E >E >EeT**  &))/R6688H *b))99UB''99UB''eggffSkk   7 yy++1r88::G '*I&& ( )Cl**'3'9'9#'>'>q'A'G'G'I'I +$,#+L % >#3#9#9#;#;#B#B3#G#GGG,@0@H0L0L)(1,??D 0 ==D (& %%y!#YYw//52<<>>M BfY6G6Q!Q!Qy!(+22=AAA8R00J*d++ >#>>A>QfY&7&AAAy)(3::1===>J-- >#>>A>QfY&7&AAAy)(3::1==='*uu"LLNN> 6> 6LGS& GWv;Dzz||z))djjllBY.Y.Y zz||666 "((Q((..00J>>FA#((Q((..00J>>#))a))"F CK  &&((..00C N##))++22377==??I|  !  >U1U1U&aLM 2D!D!D 7 BBBBBB"2"27G"D"DK"?(3H .1+.>.>N+ D NNF "&66#'h- #CM 2 2'y>      NN4::<< ( ( ( # ' ' 5 5 5 5 LLHHLIII Ns8'F F*)F*,J== K  K 92S,, T6TT"'U  U:U55U:A W XW==X%AY&&6ZZ^ ^^ 3`== a  a ,a== b  b /d%d*)d*)s s  s H++AII AI$I#AI$cddlm}t||||||}g}|D]8} t| dd} | dkry |} d| D} n3#t $r&t| dg} YnwxYwt| } | d || 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. The typed ``/model `` path is unaffected -- only the interactive picker payload is narrowed. r)fetch_openrouter_models)rirrrrrrrrcg|]\}}|Sr,r,rhs rrz)list_picker_providers..s333FCC333rr Nryrxr) rrrrr[r_rarrYrrr)rirrrrrrrrrrrlive_ids has_modelsis_custom_endpoints rlist_picker_providersrs6:99999,))%)# IH 155$$%%++-- <   5..0033d333 5 5 5h 3 344 5QA";J;/AhK #H An !%%//** !!%%(9":":;;VQUU9EUEU@V@V "4   OsA66-B&%B&)rrrr)rrrr)rrO)rrn)rrrr)rrrrrr)rrrirrr)rNN)rirrrYrrrr)r,)rrrrrr)rrNNN)rLrrMrrNrrxrrrrrrrrr)rrFrNN)rrrirrrrrrrrrrrrrYrrrrs)rrNNr;r)rirrrrrYrrrrrrrr<)5r* __future__rloggingr dataclassesrtypingrrrrrr r r r hermes_cli.model_normalizer rrrrrr getLoggerr'rr compile IGNORECASErrr!r#rIr+rKrPrQrmrqrsrrrrrrrr:rrr,rrrs(#""""" !!!!!!----------  8 $ $- )bj-M @ @ @ @J 1+ {O<<1+ {M::1+ {N;; 1+  {H55 1+ x111+ x//1+ x111+ x..1+ x..1+ x221+$z?;;%1+* vv..+1+0 |W5511+6 vv..71+<y)44=1+Bx44C1+H |V44I1+Nvu--y&11x00z955a1+1+1+ 1111x*354444*,++++@@@@F 6 6 6 6   &  '7'7'7'7\h/h/h/h/VJ/J/J/J/\$(0*,(&*$((,*****j$(jjjjjd $( S S S S S n$( 9999999r