- parse_model_flags_detailed: boolean flags via _BOOL_FLAGS table; scope ladder as data - _load_direct_aliases / _configured_provider_matches / _config_declares_model / resolve_alias: single scan or builder per shape instead of parallel branches - _route_from_model_input split at the MoA/alias seam (-> _route_after_alias) - re-export block trimmed to the names referenced through hermes_cli.model_switch (acp_adapter, cli.py, tui_gateway, inventory, gateway, tests); orphaned trailing comment blocks folded into model_switch_providers docstrings - 2389 -> 2079 lines; largest function _model_sort_key (90 LOC) Parity: r2m_switch_corpus.py 434 entries byte-identical vs base; 70 model_switch test files + tests/test_tui_gateway_server.py green.
1516 lines
65 KiB
Python
1516 lines
65 KiB
Python
"""Picker provider listing: credential discovery, curated/live model lists, row builders for list_authenticated_providers / list_picker_providers, and the parallel cache prefetch.
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Split out of ``hermes_cli/model_switch.py``; every moved name is re-imported there so
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``hermes_cli.model_switch.<name>`` keeps resolving (and monkeypatching) as before.
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"""
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from __future__ import annotations
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import logging
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import http.client
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import os
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import time
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import threading as _threading
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from dataclasses import dataclass, field
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from typing import Any, List, Optional
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from hermes_cli.providers import (
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custom_provider_aliases,
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custom_provider_slug,
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get_label,
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)
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from utils import base_url_host_matches
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# Log-record parity with the origin module.
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logger = logging.getLogger("hermes_cli.model_switch")
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# Providers whose picker model list should NOT be capped by max_models.
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# OpenCode Zen / Go are aggregators whose full catalogs (70+ models each) must
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# be visible so users can pick any model they have access to.
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_UNCAPPED_PICKER_PROVIDERS: frozenset[str] = frozenset({"opencode-zen", "opencode-go"})
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def _save_discovered_models_to_config(
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api_url: str,
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model_ids: list[str],
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*,
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api_mode: Optional[str] = None,
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headers: Optional[dict[str, str]] = None,
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) -> None:
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"""Persist discovered models into ``custom_providers`` in config.yaml.
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Called after a successful ``/v1/models`` probe so that the next read
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with ``discover_models: false`` uses the cached list instead of a stale
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or minimal manually-configured subset.
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Matches entries by ``base_url`` (trailing-slash-normalised). A failed
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config write is swallowed — the picker still shows the live models for
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this session.
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"""
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from hermes_cli.model_switch import _extra_headers_from_config
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if not api_url or not model_ids:
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return
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try:
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from hermes_cli.config import load_config, save_config
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cfg = load_config()
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providers = cfg.get("custom_providers") or []
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if not isinstance(providers, list):
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return
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norm_url = api_url.strip().rstrip("/").lower()
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changed = False
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for entry in providers:
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if not isinstance(entry, dict):
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continue
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entry_url = (entry.get("base_url", "") or entry.get("url", "")).strip()
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if entry_url.rstrip("/").lower() != norm_url:
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continue
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entry_mode = str(
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entry.get("api_mode") or entry.get("transport") or ""
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).strip().lower() or None
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if entry_mode != api_mode:
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continue
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if headers is not None:
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entry_headers = _extra_headers_from_config(entry)
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if entry_headers != headers:
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continue
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existing = entry.get("models")
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legacy_discovered = (
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isinstance(existing, dict)
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and existing.get("__discovered_model_catalog__") is True
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)
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entry_discovered = (
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entry.get("models_discovered") is True or legacy_discovered
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)
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# Preserve per-model metadata: when ``models`` is a mapping
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# (e.g. ``{"model-a": {"context_length": 8192}}``) or a list of
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# dicts (e.g. ``[{"id": "model-a", "context_length": 8192}]``),
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# the user has curated metadata per model — do not replace it.
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# A mapping Hermes itself discovered (``models_discovered: true``
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# or the legacy in-mapping sentinel) is ours to refresh.
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if isinstance(existing, dict) and not entry_discovered:
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continue
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if isinstance(existing, list) and any(
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isinstance(m, dict) for m in existing
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):
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continue
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# Only update when models are stale — avoids unnecessary
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# config writes on every picker open. A legacy-shape entry
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# (sentinel inside ``models``) is always rewritten so the next
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# save migrates it to the clean entry-level flag.
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if isinstance(existing, list) and existing == model_ids:
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continue
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if (
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isinstance(existing, dict)
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and entry_discovered
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and not legacy_discovered
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and list(existing) == model_ids
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):
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continue
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entry["models"] = {model_id: {} for model_id in model_ids}
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entry["models_discovered"] = True
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changed = True
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if changed:
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cfg["custom_providers"] = providers
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save_config(cfg)
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except Exception:
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pass
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_MODEL_DISCOVERY_ERRORS = (
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ImportError,
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OSError,
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RuntimeError,
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TimeoutError,
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TypeError,
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ValueError,
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http.client.HTTPException,
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)
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class _NativePickerModelList(list[str]):
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"""A successful native catalog, including an authoritative empty one."""
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def _fetch_picker_live_models(
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api_key: str,
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api_url: str,
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native_catalog_provider: str,
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preserve_native_models: bool,
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headers: dict[str, str] | None = None,
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timeout: float = 5.0,
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api_mode: str | None = None,
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) -> list[str] | None:
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"""Fetch picker models with native Ollama and cached generic discovery."""
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from hermes_cli.models import (
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_get_ollama_native_headers,
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_normalize_openai_base_url,
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cached_fetch_api_models,
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fetch_ollama_local_models,
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should_use_ollama_native_catalog,
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)
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candidate_headers = _get_ollama_native_headers(api_url, api_key=api_key)
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caller_has_authorization = any(
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key.lower() == "authorization" for key in (headers or {})
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)
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if caller_has_authorization:
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for key in tuple(candidate_headers):
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if key.lower() == "authorization":
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del candidate_headers[key]
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if headers:
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for key in tuple(candidate_headers):
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if any(key.lower() == existing.lower() for existing in headers):
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del candidate_headers[key]
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candidate_headers.update(headers)
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if api_key and not caller_has_authorization:
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for key in tuple(candidate_headers):
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if key.lower() == "authorization":
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del candidate_headers[key]
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candidate_headers["Authorization"] = f"Bearer {api_key}"
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use_native = should_use_ollama_native_catalog(
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native_catalog_provider, api_url, headers=candidate_headers or None
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)
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resolved_headers = candidate_headers or None if use_native else headers
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if use_native:
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if preserve_native_models:
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return None
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native_models = fetch_ollama_local_models(
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api_url, timeout=timeout, headers=resolved_headers
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)
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if native_models is not None:
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return _NativePickerModelList(native_models)
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# A failed native probe is not authoritative: retry the cached generic
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# OpenAI-compatible catalog before reporting no models.
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return cached_fetch_api_models(
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api_key,
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_normalize_openai_base_url(api_url),
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timeout=timeout,
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headers=resolved_headers,
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api_mode=api_mode,
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)
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generic_models = cached_fetch_api_models(
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api_key,
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api_url,
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timeout=timeout,
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headers=resolved_headers,
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api_mode=api_mode,
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)
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return generic_models if generic_models else None
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# Process-level guard so the picker prewarm thread is spawned at most once per
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# process — mirrors run_agent's _openrouter_prewarm_done. Without a guard a
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# long-lived process (or repeated triggers) would leak one OS thread per call.
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_picker_prewarm_done = _threading.Event()
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def _credential_pool_is_usable(provider: str, *, raw_pool_present: bool = False) -> bool:
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"""Return whether *provider* has a credential that can be selected now.
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``auth.json`` historically allowed opaque token-style pool values that do
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not deserialize into ``PooledCredential`` entries. Preserve visibility for
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those legacy values, but when a real pool exists its availability state is
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authoritative: an all-exhausted/dead pool is not authenticated.
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"""
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try:
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from agent.credential_pool import load_pool
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pool = load_pool(provider)
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if pool.has_credentials():
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return pool.has_available()
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except Exception:
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pass
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return raw_pool_present
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def prewarm_picker_cache_async() -> Optional["_threading.Thread"]:
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"""Warm the provider-models disk cache in a background daemon thread.
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The no-args ``/model`` picker calls ``list_authenticated_providers()``,
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which fetches each authenticated provider's live ``/v1/models`` list on a
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cold/stale cache. Those fetches are independent HTTP round-trips but run
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serially, so the first ``/model`` open in a session (or any open after the
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1h cache TTL expires) blocks ~1-2s on the user's critical path.
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This pre-warms that exact path off-thread during idle session time: it
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runs ``list_authenticated_providers()`` once, which populates
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``provider_models_cache.json`` for every authed provider. By the time the
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user types ``/model``, the picker hits the warm disk cache and renders in
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~100ms.
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Fire-and-forget. Process-level Event guard ensures it runs at most once.
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Fully exception-isolated — a slow or offline provider can never affect the
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session. Returns the spawned thread (for tests) or None if already warmed.
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"""
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from hermes_cli.model_switch import list_authenticated_providers
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if _picker_prewarm_done.is_set():
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return None
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_picker_prewarm_done.set()
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def _warm() -> None:
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try:
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from hermes_cli.inventory import load_picker_context
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ctx = load_picker_context()
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# Calling this is what populates cached_provider_model_ids() ->
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# provider_models_cache.json for each authed provider. We discard
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# the result; the side effect (warm disk cache) is the point.
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list_authenticated_providers(
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current_provider=ctx.current_provider,
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current_base_url=ctx.current_base_url,
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current_model=ctx.current_model,
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user_providers=ctx.user_providers,
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custom_providers=ctx.custom_providers,
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excluded_providers=ctx.excluded_providers or [],
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)
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except Exception:
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# Best-effort warmup — never surface errors into the session.
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logger.debug("picker cache prewarm failed", exc_info=True)
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t = _threading.Thread(target=_warm, daemon=True, name="picker-cache-prewarm")
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t.start()
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return t
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|
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_PARALLEL_PREFETCH_WORKERS = 8
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|
|
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def _prefetch_provider_models_parallel(provider_slugs: list[str]) -> None:
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"""Fetch model catalogs for multiple providers in parallel.
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Run before the picker build loop: when the 1h disk cache lapses (or on a
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cold first open) ``list_authenticated_providers`` would otherwise call
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``cached_provider_model_ids`` serially, blocking 1-8s per provider on a live
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/v1/models round-trip (15-30s+ with 10+ providers); after the prefetch the
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loop hits warm entries and total wait is the slowest single provider.
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Only providers whose cache entry is stale or missing are fetched; fresh
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entries are skipped to avoid unnecessary network calls. Each worker uses
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:func:`update_provider_cache_entry` (thread-safe) to persist its result,
|
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so concurrent writes to ``provider_models_cache.json`` don't clobber each
|
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other.
|
|
|
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:param provider_slugs: Hermes provider IDs to prefetch (e.g. ``["openrouter",
|
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"anthropic", "deepseek"]``). Unknown providers are silently skipped.
|
|
"""
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from hermes_cli.models import cached_provider_model_ids
|
|
|
|
# Quick-stale-check: skip providers whose cache is already fresh so we
|
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# don't waste network calls on a warm cache. We check staleness the same
|
|
# way cached_provider_model_ids does internally: load the cache, compare
|
|
# age to TTL. This is a read-only check — if the cache file changes
|
|
# between this check and the actual fetch, cached_provider_model_ids will
|
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# still do the right thing (it re-reads the cache internally).
|
|
from hermes_cli.models import (
|
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_load_provider_models_cache,
|
|
_credential_fingerprint,
|
|
_PROVIDER_MODELS_CACHE_TTL,
|
|
normalize_provider,
|
|
)
|
|
|
|
now = time.time()
|
|
stale_slugs: list[str] = []
|
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cache = _load_provider_models_cache()
|
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for slug in provider_slugs:
|
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normalized = normalize_provider(slug) or (slug or "")
|
|
if not normalized:
|
|
continue
|
|
entry = cache.get(normalized)
|
|
fp = _credential_fingerprint(normalized)
|
|
if (
|
|
isinstance(entry, dict)
|
|
and entry.get("fp") == fp
|
|
and isinstance(entry.get("models"), list)
|
|
and entry["models"]
|
|
):
|
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age = now - float(entry.get("at", 0))
|
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if age < _PROVIDER_MODELS_CACHE_TTL:
|
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continue # fresh, skip
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stale_slugs.append(normalized)
|
|
|
|
if not stale_slugs:
|
|
return
|
|
|
|
import concurrent.futures
|
|
|
|
def _fetch_one(slug: str) -> None:
|
|
try:
|
|
models = cached_provider_model_ids(slug, force_refresh=True)
|
|
# cached_provider_model_ids already persists the result, but in a
|
|
# non-locked read-modify-write. Re-persist via the thread-safe
|
|
# path to guarantee no lost writes under concurrency.
|
|
if models:
|
|
from hermes_cli.models import update_provider_cache_entry
|
|
update_provider_cache_entry(slug, models)
|
|
except Exception:
|
|
pass # best-effort; picker falls back to curated list
|
|
|
|
with concurrent.futures.ThreadPoolExecutor(
|
|
max_workers=min(_PARALLEL_PREFETCH_WORKERS, len(stale_slugs)),
|
|
thread_name_prefix="model-cache-prefetch",
|
|
) as executor:
|
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list(executor.map(_fetch_one, stale_slugs))
|
|
|
|
|
|
def _iter_builtin_candidates(models_dev_data: dict, excluded: set, seen: set):
|
|
"""Yield ``(hermes_id, mdev_id, pconfig, env_vars)`` for section-1 rows.
|
|
|
|
Skips vendor names that are aliases routing through an aggregator (bare
|
|
"openai" -> "openrouter": emitting them would silently switch a user onto an
|
|
endpoint they may have no key for), hermes_ids that are aliases of another
|
|
canonical profile ("kimi" -> "kimi-coding"), non-api_key auth types (section
|
|
2 handles them with auth-store checks), and providers Hermes cannot route.
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PROVIDER_REGISTRY env var names win over models.dev's (which can be wrong).
|
|
"""
|
|
from agent.models_dev import PROVIDER_TO_MODELS_DEV
|
|
from hermes_cli.auth import PROVIDER_REGISTRY, is_runtime_provider_routable
|
|
from hermes_cli.models import _AGGREGATOR_PROVIDERS
|
|
from hermes_cli.providers import ALIASES
|
|
|
|
for hermes_id, mdev_id in PROVIDER_TO_MODELS_DEV.items():
|
|
alias_target = ALIASES.get(hermes_id)
|
|
if alias_target and alias_target != hermes_id and alias_target in _AGGREGATOR_PROVIDERS:
|
|
continue
|
|
canonical = hermes_id
|
|
try:
|
|
from providers import get_provider_profile
|
|
prof = get_provider_profile(hermes_id)
|
|
if prof is not None:
|
|
canonical = prof.name
|
|
except Exception:
|
|
pass
|
|
if canonical != hermes_id or hermes_id.lower() in seen:
|
|
continue
|
|
if hermes_id.lower() in excluded or mdev_id.lower() in excluded:
|
|
continue
|
|
pdata = models_dev_data.get(mdev_id)
|
|
if not isinstance(pdata, dict):
|
|
continue
|
|
pconfig = PROVIDER_REGISTRY.get(hermes_id)
|
|
if pconfig and pconfig.auth_type != "api_key":
|
|
continue
|
|
if not is_runtime_provider_routable(hermes_id):
|
|
continue
|
|
if pconfig and pconfig.api_key_env_vars:
|
|
env_vars = list(pconfig.api_key_env_vars)
|
|
else:
|
|
env_vars = pdata.get("env", [])
|
|
if not isinstance(env_vars, list):
|
|
continue
|
|
yield hermes_id, mdev_id, pconfig, env_vars
|
|
|
|
|
|
def _auth_store_has_provider(*keys: str) -> bool:
|
|
"""True when ``auth.json`` has a ``providers`` entry under any of *keys*."""
|
|
try:
|
|
from hermes_cli.auth import _load_auth_store
|
|
store = _load_auth_store()
|
|
providers_store = store.get("providers", {})
|
|
return bool(store and any(k in providers_store for k in keys))
|
|
except Exception as exc:
|
|
logger.debug("Auth store check failed for %s: %s", keys[0] if keys else "", exc)
|
|
return False
|
|
|
|
|
|
def _raw_pool_usable(hermes_id: str) -> bool:
|
|
"""Section-1 pool check: only consult the pool when auth.json lists a raw entry."""
|
|
from hermes_cli.model_switch import _credential_pool_is_usable
|
|
try:
|
|
from hermes_cli.auth import _load_auth_store
|
|
store = _load_auth_store()
|
|
if store and store.get("credential_pool", {}).get(hermes_id):
|
|
return _credential_pool_is_usable(hermes_id, raw_pool_present=True)
|
|
except Exception:
|
|
pass
|
|
return False
|
|
|
|
|
|
def _pool_usable(slug: str) -> bool:
|
|
from hermes_cli.model_switch import _credential_pool_is_usable
|
|
try:
|
|
return _credential_pool_is_usable(slug)
|
|
except Exception as exc:
|
|
logger.debug("Credential pool check failed for %s: %s", slug, exc)
|
|
return False
|
|
|
|
|
|
def _overlay_has_env_creds(pid: str, hermes_slug: str, overlay, read_env) -> bool:
|
|
"""Section-2 env/SDK credential check shared by the picker and the prefetch scan.
|
|
|
|
Vertex authenticates via OAuth2 (service-account JSON / ADC), not an API
|
|
key, so it gets its own probe; otherwise the provider is hidden from the
|
|
picker even when fully configured.
|
|
"""
|
|
from hermes_cli.auth import PROVIDER_REGISTRY
|
|
|
|
has_creds = False
|
|
if overlay.auth_type == "vertex":
|
|
try:
|
|
from agent.vertex_adapter import has_vertex_credentials
|
|
has_creds = has_vertex_credentials()
|
|
except Exception as exc:
|
|
logger.debug("Vertex credential check failed: %s", exc)
|
|
elif overlay.extra_env_vars:
|
|
has_creds = any(read_env(ev) for ev in overlay.extra_env_vars)
|
|
if not has_creds and overlay.auth_type == "api_key":
|
|
for key in (pid, hermes_slug):
|
|
pcfg = PROVIDER_REGISTRY.get(key)
|
|
if pcfg and pcfg.api_key_env_vars and any(read_env(ev) for ev in pcfg.api_key_env_vars):
|
|
return True
|
|
return has_creds
|
|
|
|
|
|
def _has_fast_aws_sdk_signal() -> bool:
|
|
"""True when explicit AWS auth config is present in the environment.
|
|
|
|
Deliberately avoids botocore's full credential chain: picker discovery runs
|
|
for non-Bedrock providers too, and botocore may probe EC2 IMDS
|
|
(169.254.169.254) on local machines before returning no credentials.
|
|
"""
|
|
env = os.environ
|
|
if env.get("AWS_BEARER_TOKEN_BEDROCK", "").strip():
|
|
return True
|
|
if env.get("AWS_ACCESS_KEY_ID", "").strip() and env.get("AWS_SECRET_ACCESS_KEY", "").strip():
|
|
return True
|
|
return any(
|
|
env.get(name, "").strip()
|
|
for name in (
|
|
"AWS_PROFILE",
|
|
"AWS_CONTAINER_CREDENTIALS_RELATIVE_URI",
|
|
"AWS_CONTAINER_CREDENTIALS_FULL_URI",
|
|
"AWS_WEB_IDENTITY_TOKEN_FILE",
|
|
)
|
|
)
|
|
|
|
|
|
def _has_aws_sdk_creds_for_listing(slug: str, current_provider: str) -> bool:
|
|
"""Credential check for AWS SDK providers in non-runtime discovery.
|
|
|
|
The full boto3 chain is only consulted for the *current* provider.
|
|
"""
|
|
if _has_fast_aws_sdk_signal():
|
|
return True
|
|
if str(slug or "").strip().lower() != str(current_provider or "").strip().lower():
|
|
return False
|
|
try:
|
|
from agent.bedrock_adapter import has_aws_credentials
|
|
return bool(has_aws_credentials())
|
|
except Exception:
|
|
return False
|
|
|
|
|
|
def _is_aws_sdk(pconfig) -> bool:
|
|
return bool(pconfig) and getattr(pconfig, "auth_type", "") == "aws_sdk"
|
|
|
|
|
|
def _live_or_curated_ids(slug: str, curated: dict, *fallback_keys: str, merge_models_dev: bool = True) -> list:
|
|
"""Unified pathway: ``cached_provider_model_ids`` so the /model picker sees the
|
|
SAME list ``hermes model`` builds (disk-cached), falling back to the curated
|
|
static list (merged with models.dev for preferred providers) when live is empty.
|
|
"""
|
|
from hermes_cli.models import _MODELS_DEV_PREFERRED, _merge_with_models_dev, cached_provider_model_ids
|
|
|
|
model_ids = cached_provider_model_ids(slug)
|
|
if not model_ids:
|
|
for key in fallback_keys or (slug,):
|
|
model_ids = curated.get(key, [])
|
|
if model_ids:
|
|
break
|
|
if merge_models_dev and slug in _MODELS_DEV_PREFERRED:
|
|
model_ids = _merge_with_models_dev(slug, model_ids)
|
|
return model_ids
|
|
|
|
|
|
def _aws_live_or_curated_ids(slug: str, curated: dict, *fallback_keys: str) -> list:
|
|
"""Bedrock: live discovery reflects the active region (eu.*, ap.*) rather than
|
|
the static us.* list; any failure falls back to the curated list."""
|
|
from hermes_cli.models import cached_provider_model_ids
|
|
|
|
fallback_keys = fallback_keys or (slug,)
|
|
try:
|
|
ids = cached_provider_model_ids(slug)
|
|
if ids:
|
|
return ids
|
|
except Exception:
|
|
pass
|
|
for key in fallback_keys:
|
|
ids = curated.get(key, [])
|
|
if ids:
|
|
return ids
|
|
return []
|
|
|
|
|
|
def _nous_picker_model_ids(curated: dict, force_fresh_nous_tier: bool) -> list:
|
|
"""Nous serves a huge alphabetical live catalog; the picker shows ONLY the
|
|
curated agentic list, augmented with the Portal's free/paid recommendations
|
|
(so newly launched models surface without a CLI release) and narrowed by org
|
|
policy. Mirrors ``_model_flow_nous`` so GUI pickers match the CLI. A failed
|
|
recommendation fetch still yields a policy-filtered curated list.
|
|
"""
|
|
model_ids = curated.get("nous", [])
|
|
try:
|
|
from hermes_cli.models import (
|
|
get_pricing_for_provider,
|
|
check_nous_free_tier,
|
|
union_with_portal_free_recommendations,
|
|
union_with_portal_paid_recommendations,
|
|
)
|
|
from hermes_cli.auth import get_provider_auth_state
|
|
|
|
pricing = get_pricing_for_provider("nous") or {}
|
|
try:
|
|
portal = (get_provider_auth_state("nous") or {}).get("portal_base_url", "") or ""
|
|
except Exception:
|
|
portal = ""
|
|
if check_nous_free_tier(force_fresh=force_fresh_nous_tier):
|
|
model_ids, _ = union_with_portal_free_recommendations(model_ids, pricing, portal)
|
|
else:
|
|
model_ids, _ = union_with_portal_paid_recommendations(model_ids, pricing, portal)
|
|
except Exception:
|
|
pass
|
|
try:
|
|
from hermes_cli.models import nous_policy_allowed_ids, restrict_to_nous_policy
|
|
|
|
model_ids = restrict_to_nous_policy(model_ids, nous_policy_allowed_ids(), rescue_empty=True)
|
|
except Exception:
|
|
pass
|
|
return model_ids
|
|
|
|
|
|
def _cap_models(model_ids: list, max_models: int | None, slug: str = "") -> list:
|
|
"""Apply ``max_models``; aggregators in ``_UNCAPPED_PICKER_PROVIDERS`` show everything."""
|
|
if slug in _UNCAPPED_PICKER_PROVIDERS or max_models is None:
|
|
return model_ids
|
|
return model_ids[:max_models]
|
|
|
|
|
|
def _norm_url(url: Any) -> str:
|
|
return str(url or "").strip().rstrip("/").lower()
|
|
|
|
|
|
def _entry_base_url(entry: dict, keys: tuple = ("base_url", "url", "api")) -> str:
|
|
for key in keys:
|
|
value = entry.get(key, "")
|
|
if value:
|
|
return value
|
|
return ""
|
|
|
|
|
|
def _entry_api_mode(entry: dict) -> str | None:
|
|
return str(entry.get("api_mode") or entry.get("transport") or "").strip().lower() or None
|
|
|
|
|
|
def _credential_identity(inline_api_key: str, key_env: str) -> str:
|
|
return inline_api_key if inline_api_key else (f"env:{key_env}" if key_env else "")
|
|
|
|
|
|
def _discover_flag(entry: dict):
|
|
"""``discover_models`` (default True); ``"false"/"no"/"0"`` strings mean False."""
|
|
discover = entry.get("discover_models", True)
|
|
if isinstance(discover, str):
|
|
discover = discover.lower() not in {"false", "no", "0"}
|
|
return discover
|
|
|
|
|
|
def _display_prefix(name: str) -> str:
|
|
"""Text before the per-model separator Hermes's own writer uses ("—" / " - ")."""
|
|
for sep in ("—", " - "):
|
|
if sep in name:
|
|
return name.split(sep)[0].strip()
|
|
return name
|
|
|
|
|
|
def _discover_endpoint_models(
|
|
api_key: str,
|
|
api_url: str,
|
|
native_catalog_provider: str,
|
|
has_explicit_models: bool,
|
|
*,
|
|
headers: dict | None,
|
|
api_mode: str | None,
|
|
probe_live: bool,
|
|
discovery_allowed: bool,
|
|
for_picker: bool,
|
|
) -> tuple[list | None, bool]:
|
|
"""Return ``(models, native_catalog_empty)`` for a custom endpoint row.
|
|
|
|
``probe_live`` runs the native-aware picker fetch; otherwise, when discovery
|
|
is allowed, a warm same-fingerprint cache entry still serves the full catalog
|
|
with no round-trip. ``has_explicit_models`` gates the *probe* (a network-cost
|
|
guard for keyless endpoints that declare a catalog), never the cache read —
|
|
applying it to the read re-pins the endpoint to its declared subset. Returns
|
|
``(None, False)`` when nothing usable was found.
|
|
"""
|
|
from hermes_cli.model_switch import _fetch_picker_live_models
|
|
timeout = 1.5 if for_picker else 5.0
|
|
if probe_live:
|
|
try:
|
|
live_models = _fetch_picker_live_models(
|
|
api_key, api_url, native_catalog_provider, has_explicit_models,
|
|
headers=headers, timeout=timeout, api_mode=api_mode,
|
|
)
|
|
is_native = isinstance(live_models, _NativePickerModelList)
|
|
if live_models is not None and (live_models or not has_explicit_models or is_native):
|
|
return live_models, (is_native and not live_models)
|
|
except Exception:
|
|
pass
|
|
elif discovery_allowed:
|
|
try:
|
|
from hermes_cli.models import cached_fetch_api_models
|
|
|
|
cached_models = cached_fetch_api_models(
|
|
api_key, api_url, cache_only=True, timeout=timeout, headers=headers, api_mode=api_mode,
|
|
)
|
|
if cached_models:
|
|
return cached_models, False
|
|
except _MODEL_DISCOVERY_ERRORS:
|
|
pass
|
|
return None, False
|
|
|
|
|
|
def _collect_authed_provider_slugs(
|
|
models_dev_data: dict,
|
|
curated: dict[str, list[str]],
|
|
excluded: list[str],
|
|
) -> list[str]:
|
|
"""Quick-scan which providers have credentials, without fetching model lists.
|
|
|
|
Mirrors the credential checks of sections 1, 2 and 2b of
|
|
:func:`list_authenticated_providers` but never calls
|
|
``cached_provider_model_ids``; the result feeds
|
|
:func:`_prefetch_provider_models_parallel`. Env vars are read through the
|
|
per-profile secret scope. AWS SDK providers are skipped (heavier detection).
|
|
"""
|
|
from hermes_cli.model_switch import _scoped_key_env
|
|
from agent.models_dev import PROVIDER_TO_MODELS_DEV
|
|
from hermes_cli.auth import PROVIDER_REGISTRY
|
|
from hermes_cli.providers import HERMES_OVERLAYS
|
|
from hermes_cli.models import CANONICAL_PROVIDERS
|
|
|
|
excluded_set = {str(p).strip().lower() for p in excluded if p}
|
|
slugs: list[str] = []
|
|
seen: set[str] = set()
|
|
|
|
for hermes_id, _mdev_id, _pconfig, env_vars in _iter_builtin_candidates(models_dev_data, excluded_set, seen):
|
|
if any(_scoped_key_env(ev) for ev in env_vars) or _raw_pool_usable(hermes_id):
|
|
slugs.append(hermes_id)
|
|
seen.add(hermes_id.lower())
|
|
|
|
mdev_to_hermes = {v: k for k, v in PROVIDER_TO_MODELS_DEV.items()}
|
|
for pid, overlay in HERMES_OVERLAYS.items():
|
|
hermes_slug = mdev_to_hermes.get(pid, pid)
|
|
if pid.lower() in seen or hermes_slug.lower() in seen:
|
|
continue
|
|
if pid.lower() in excluded_set or hermes_slug.lower() in excluded_set:
|
|
continue
|
|
if overlay.auth_type == "aws_sdk":
|
|
continue
|
|
if (
|
|
_overlay_has_env_creds(pid, hermes_slug, overlay, _scoped_key_env)
|
|
or _auth_store_has_provider(pid, hermes_slug)
|
|
or _pool_usable(hermes_slug)
|
|
):
|
|
slugs.append(hermes_slug)
|
|
seen.add(pid.lower())
|
|
seen.add(hermes_slug.lower())
|
|
|
|
for cp in CANONICAL_PROVIDERS:
|
|
if cp.slug.lower() in seen or cp.slug.lower() in excluded_set:
|
|
continue
|
|
cp_config = PROVIDER_REGISTRY.get(cp.slug)
|
|
has_creds = bool(
|
|
cp_config and cp_config.api_key_env_vars and any(_scoped_key_env(ev) for ev in cp_config.api_key_env_vars)
|
|
)
|
|
if has_creds or _auth_store_has_provider(cp.slug) or _pool_usable(cp.slug):
|
|
slugs.append(cp.slug)
|
|
seen.add(cp.slug.lower())
|
|
|
|
# Nous excluded: its picker branch builds from the curated list and never
|
|
# reads the api_key-only cache entry a prefetch would write.
|
|
return [s for s in slugs if s != "nous"]
|
|
|
|
|
|
@dataclass
|
|
class _PickerBuild:
|
|
"""Mutable state threaded through the ``list_authenticated_providers`` sections:
|
|
1 built-ins mapped to models.dev, 2 Hermes-only overlays (nous, openai-codex,
|
|
copilot, opencode-*), 2b canonical providers missed by 1/2 (keeps /model in sync
|
|
with `hermes model`), 3 ``providers:`` entries + 3b the bare active custom
|
|
endpoint, 4 ``custom_providers:`` entries. Every ``hermes_cli.auth/models`` import
|
|
in the row builders stays lazy so tests can patch those modules."""
|
|
|
|
current_provider: str
|
|
current_base_url: str
|
|
current_model: str
|
|
max_models: int | None
|
|
for_picker: bool
|
|
force_fresh_nous_tier: bool
|
|
probe_custom_providers: bool
|
|
probe_current_custom_provider: bool
|
|
refresh: bool
|
|
excluded: set
|
|
curated: dict
|
|
results: list = field(default_factory=list)
|
|
seen_slugs: set = field(default_factory=set) # lowercase-normalized to catch case variants
|
|
# Effective base URLs of every built-in row, so section 4 hides
|
|
# ``custom_providers`` entries that duplicate a built-in endpoint.
|
|
builtin_endpoints: set = field(default_factory=set)
|
|
# (display_name, base_url) pairs emitted by section 3 so section 4 skips
|
|
# overlapping ``custom_providers`` rows (callers often pass both).
|
|
section3_pairs: set = field(default_factory=set)
|
|
current_provider_norm: str = field(init=False)
|
|
current_base_url_norm: str = field(init=False)
|
|
|
|
def __post_init__(self):
|
|
self.current_provider_norm = self.current_provider.lower()
|
|
self.current_base_url_norm = self.current_base_url.rstrip("/").lower()
|
|
|
|
def can_probe_custom(self, *, row_is_current: bool) -> bool:
|
|
return bool(self.probe_custom_providers or (self.probe_current_custom_provider and row_is_current))
|
|
|
|
def record_builtin_endpoint(self, slug: str) -> None:
|
|
"""Prefer the live env override (e.g. DASHSCOPE_BASE_URL) over the static
|
|
inference_base_url so dedup matches what a user typing that URL into
|
|
custom_providers would actually hit."""
|
|
try:
|
|
from hermes_cli.auth import PROVIDER_REGISTRY
|
|
except Exception:
|
|
return
|
|
pcfg = PROVIDER_REGISTRY.get(slug)
|
|
if not pcfg:
|
|
return
|
|
url = os.environ.get(pcfg.base_url_env_var, "") if getattr(pcfg, "base_url_env_var", "") else ""
|
|
normed = _norm_url(url or getattr(pcfg, "inference_base_url", "") or "")
|
|
if normed:
|
|
self.builtin_endpoints.add(normed)
|
|
|
|
def add_builtin_row(self, slug: str, name: str, is_current: bool, model_ids: list, source: str, *, uncapped_ok: bool = True) -> None:
|
|
self.results.append({
|
|
"slug": slug,
|
|
"name": name,
|
|
"is_current": is_current,
|
|
"is_user_defined": False,
|
|
"models": _cap_models(model_ids, self.max_models, slug if uncapped_ok else ""),
|
|
"total_models": len(model_ids),
|
|
"source": source,
|
|
})
|
|
self.seen_slugs.add(slug.lower())
|
|
self.record_builtin_endpoint(slug)
|
|
|
|
|
|
def _lap_builtin_rows(b: _PickerBuild, data: dict, user_providers: dict) -> None:
|
|
"""Section 1: models.dev-mapped providers with api_key auth."""
|
|
from hermes_cli.model_switch import _declared_model_ids
|
|
from agent.models_dev import get_provider_info
|
|
|
|
for hermes_id, mdev_id, pconfig, env_vars in _iter_builtin_candidates(data, b.excluded, b.seen_slugs):
|
|
if not (any(os.environ.get(ev) for ev in env_vars) or _raw_pool_usable(hermes_id)):
|
|
continue
|
|
model_ids = _live_or_curated_ids(hermes_id, b.curated)
|
|
# A providers.<built-in>.models block extends the discovered catalog;
|
|
# section 3 cannot emit it later because this row owns the slug.
|
|
configured = user_providers.get(hermes_id) if isinstance(user_providers, dict) else None
|
|
configured_models = _declared_model_ids(configured.get("models")) if isinstance(configured, dict) else []
|
|
model_ids = list(dict.fromkeys([*configured_models, *model_ids]))
|
|
pinfo = get_provider_info(mdev_id)
|
|
display_name = pconfig.name if pconfig and pconfig.name else (pinfo.name if pinfo else mdev_id)
|
|
b.add_builtin_row(
|
|
hermes_id, display_name, b.current_provider in (hermes_id, mdev_id), model_ids, "built-in",
|
|
)
|
|
|
|
|
|
def _lap_overlay_rows(b: _PickerBuild, data: dict) -> None:
|
|
"""Section 2: Hermes-only providers (nous, openai-codex, copilot, opencode-go, ...)."""
|
|
from hermes_cli.model_switch import _credential_pool_is_usable
|
|
from agent.models_dev import PROVIDER_TO_MODELS_DEV
|
|
from hermes_cli.providers import HERMES_OVERLAYS
|
|
|
|
# HERMES_OVERLAYS keys may be models.dev IDs ("github-copilot") while
|
|
# config.yaml uses Hermes IDs ("copilot").
|
|
mdev_to_hermes = {v: k for k, v in PROVIDER_TO_MODELS_DEV.items()}
|
|
for pid, overlay in HERMES_OVERLAYS.items():
|
|
hermes_slug = mdev_to_hermes.get(pid, pid)
|
|
if pid.lower() in b.seen_slugs or hermes_slug.lower() in b.seen_slugs:
|
|
continue
|
|
if pid.lower() in b.excluded or hermes_slug.lower() in b.excluded:
|
|
continue
|
|
|
|
if getattr(overlay, "keyless", False):
|
|
has_creds = True # served anonymously (opencode-free)
|
|
elif overlay.auth_type == "aws_sdk":
|
|
has_creds = _has_aws_sdk_creds_for_listing(hermes_slug, b.current_provider)
|
|
else:
|
|
has_creds = _overlay_has_env_creds(pid, hermes_slug, overlay, os.environ.get)
|
|
# External-process providers (copilot-acp) hold no key/token/pool entry by
|
|
# design — the spawned ACP subprocess brings its own auth. "Configured"
|
|
# means the executable resolves, which is what get_auth_status() reports;
|
|
# without this the has_creds filter hides the provider from every picker.
|
|
if not has_creds and overlay.auth_type == "external_process":
|
|
try:
|
|
from hermes_cli.auth import get_auth_status
|
|
_ext_status = get_auth_status(hermes_slug) or {}
|
|
has_creds = bool(_ext_status.get("logged_in") or _ext_status.get("configured"))
|
|
except Exception as exc:
|
|
logger.debug("External-process check failed for %s: %s", pid, exc)
|
|
# Auth store / credential pool cover OAuth providers AND api_key providers
|
|
# that also support OAuth (anthropic via Claude Code credential files).
|
|
if not has_creds:
|
|
has_creds = _auth_store_has_provider(pid, hermes_slug)
|
|
if not has_creds:
|
|
# Full auto-seeding pool check catches external stores (Codex CLI
|
|
# ~/.codex/auth.json) not yet in auth.json.
|
|
try:
|
|
if _credential_pool_is_usable(hermes_slug):
|
|
has_creds = True
|
|
elif b.for_picker:
|
|
# Show providers whose pool is entirely in cooldown: limits are
|
|
# per-model for many providers, so another model may work.
|
|
try:
|
|
from agent.credential_pool import load_pool
|
|
has_creds = load_pool(hermes_slug).has_credentials()
|
|
except Exception:
|
|
pass
|
|
except Exception as exc:
|
|
logger.debug("Credential pool check failed for %s: %s", hermes_slug, exc)
|
|
if not has_creds and hermes_slug == "anthropic":
|
|
# The pool gates anthropic behind is_provider_explicitly_configured()
|
|
# (aux tasks must not consume Claude Code tokens); the picker is
|
|
# discovery-oriented, so read the external credential files directly.
|
|
try:
|
|
from agent.anthropic_adapter import read_claude_code_credentials, read_hermes_oauth_credentials
|
|
hermes_creds = read_hermes_oauth_credentials()
|
|
cc_creds = read_claude_code_credentials()
|
|
if (hermes_creds and hermes_creds.get("accessToken")) or (cc_creds and cc_creds.get("accessToken")):
|
|
has_creds = True
|
|
except Exception as exc:
|
|
logger.debug("Anthropic external creds check failed: %s", exc)
|
|
if not has_creds:
|
|
continue
|
|
|
|
if hermes_slug in {"openai-codex", "copilot", "copilot-acp"}:
|
|
# Live OAuth-backed discovery so Pro-only Codex slugs not in the static
|
|
# catalog appear; falls back to curated when unreachable.
|
|
from hermes_cli.models import cached_provider_model_ids
|
|
model_ids = cached_provider_model_ids(hermes_slug)
|
|
elif overlay.auth_type == "aws_sdk":
|
|
model_ids = _aws_live_or_curated_ids(hermes_slug, b.curated, hermes_slug, pid)
|
|
elif hermes_slug == "nous":
|
|
model_ids = _nous_picker_model_ids(b.curated, b.force_fresh_nous_tier)
|
|
else:
|
|
model_ids = _live_or_curated_ids(hermes_slug, b.curated, hermes_slug, pid)
|
|
b.add_builtin_row(
|
|
hermes_slug, get_label(hermes_slug), b.current_provider in (hermes_slug, pid), model_ids, "hermes",
|
|
)
|
|
b.seen_slugs.add(pid.lower())
|
|
|
|
|
|
def _lap_canonical_rows(b: _PickerBuild) -> None:
|
|
"""Section 2b: CANONICAL_PROVIDERS missed by sections 1/2."""
|
|
from hermes_cli.auth import PROVIDER_REGISTRY
|
|
try:
|
|
from hermes_cli.models import CANONICAL_PROVIDERS
|
|
except ImportError:
|
|
CANONICAL_PROVIDERS = []
|
|
|
|
for cp in CANONICAL_PROVIDERS:
|
|
if cp.slug.lower() in b.seen_slugs or cp.slug.lower() in b.excluded:
|
|
continue
|
|
cp_config = PROVIDER_REGISTRY.get(cp.slug)
|
|
has_creds = False
|
|
if cp_config and cp_config.api_key_env_vars:
|
|
lit = {ev for ev in cp_config.api_key_env_vars if os.environ.get(ev)}
|
|
has_creds = bool(lit)
|
|
# A regional "-cn" twin lit only by key vars shared with its non-CN
|
|
# sibling is a phantom row: hide it unless it is the current provider,
|
|
# and only when it has a dedicated var of its own the user could set.
|
|
sib = PROVIDER_REGISTRY.get(cp.slug[:-3]) if cp.slug.endswith("-cn") else None
|
|
sib_vars = set(sib.api_key_env_vars) if sib else set()
|
|
if lit and lit <= sib_vars < set(cp_config.api_key_env_vars) and cp.slug != b.current_provider:
|
|
continue
|
|
if not has_creds:
|
|
has_creds = _auth_store_has_provider(cp.slug) or _pool_usable(cp.slug)
|
|
if not has_creds and _is_aws_sdk(cp_config):
|
|
has_creds = _has_aws_sdk_creds_for_listing(cp.slug, b.current_provider)
|
|
if not has_creds:
|
|
continue
|
|
if _is_aws_sdk(cp_config):
|
|
model_ids = _aws_live_or_curated_ids(cp.slug, b.curated)
|
|
else:
|
|
model_ids = _live_or_curated_ids(cp.slug, b.curated, merge_models_dev=False)
|
|
b.add_builtin_row(
|
|
cp.slug, cp.label, cp.slug == b.current_provider, model_ids, "canonical", uncapped_ok=False,
|
|
)
|
|
|
|
|
|
def _lap_user_provider_rows(b: _PickerBuild, user_providers: dict) -> None:
|
|
"""Section 3: ``providers:`` dict entries, grouped by (api_url, credential,
|
|
api_mode, extra_headers) so keyed providers on one endpoint with the same
|
|
wire protocol collapse into one row (e.g. two Palantir Claude entries ->
|
|
one "Palantir Claude" row); a different key_env/api_mode/headers keeps
|
|
distinct rows since the wire protocol or tenant differs."""
|
|
from hermes_cli.model_switch import _declared_model_ids, _entry_models_discovered, _extra_headers_from_config, _models_config_is_allowlist, _scoped_key_env
|
|
from collections import OrderedDict
|
|
from hermes_cli.config import coerce_provider_id, is_provider_enabled
|
|
|
|
ep_groups: "OrderedDict[tuple, dict]" = OrderedDict()
|
|
for ep_name, ep_cfg in user_providers.items():
|
|
if not isinstance(ep_cfg, dict) or not is_provider_enabled(ep_cfg):
|
|
continue
|
|
if ep_name.lower() in b.seen_slugs:
|
|
continue
|
|
display_name = coerce_provider_id(ep_cfg.get("name")) or ep_name
|
|
api_url = _entry_base_url(ep_cfg, ("base_url", "api", "url"))
|
|
key_env = str(ep_cfg.get("key_env") or ep_cfg.get("api_key_env") or "").strip()
|
|
inline_api_key = str(ep_cfg.get("api_key", "") or "").strip()
|
|
api_mode = _entry_api_mode(ep_cfg)
|
|
headers_identity = tuple(sorted(_extra_headers_from_config(ep_cfg).items()))
|
|
group_key = (_norm_url(api_url), _credential_identity(inline_api_key, key_env), api_mode, headers_identity)
|
|
|
|
# ``default_model`` is the legacy key; ``model`` matches custom_providers.
|
|
default_model = ep_cfg.get("default_model", "") or ep_cfg.get("model", "")
|
|
entry_models = [default_model] if default_model else []
|
|
for model_id in _declared_model_ids(ep_cfg.get("models", [])):
|
|
if model_id not in entry_models:
|
|
entry_models.append(model_id)
|
|
|
|
if group_key not in ep_groups:
|
|
# Strip the per-model suffix and trailing version tokens ("Palantir
|
|
# Claude 4.7 Opus" -> "Palantir Claude"): cut at the first token with
|
|
# a digit, only when >=2 words remain (avoids over-trimming).
|
|
grp_display = _display_prefix(display_name)
|
|
toks = grp_display.split()
|
|
cut_at = next((i for i, t in enumerate(toks) if any(c.isdigit() for c in t.strip(".,()"))), None)
|
|
if cut_at is not None and cut_at >= 2:
|
|
grp_display = " ".join(toks[:cut_at]).strip()
|
|
ep_groups[group_key] = {
|
|
"slug": ep_name, # first ep_name encountered
|
|
"name": grp_display or display_name,
|
|
"api_url": api_url,
|
|
"models": [],
|
|
"has_explicit_models": False,
|
|
"ep_cfg": ep_cfg,
|
|
"raw_names": [],
|
|
"aliases": set(),
|
|
}
|
|
grp = ep_groups[group_key]
|
|
for m in entry_models:
|
|
if m and m not in grp["models"]:
|
|
grp["models"].append(m)
|
|
# A singular default_model/model is only the active selection and must
|
|
# not suppress discovery; dict-shaped ``models:`` is context_length
|
|
# metadata, not an allowlist — see ``_models_config_is_allowlist``.
|
|
if _models_config_is_allowlist(ep_cfg.get("models"), _entry_models_discovered(ep_cfg)):
|
|
grp["has_explicit_models"] = True
|
|
grp["raw_names"].append(display_name)
|
|
grp["aliases"].update(custom_provider_aliases(display_name, str(ep_name)))
|
|
|
|
for grp in ep_groups.values():
|
|
ep_cfg, ep_name, display_name, api_url = grp["ep_cfg"], grp["slug"], grp["name"], grp["api_url"]
|
|
models_list = list(grp["models"])
|
|
# Official OpenAI rows often have base_url but no models: dict — avoid a
|
|
# misleading zero count.
|
|
if not models_list and base_url_host_matches(str(api_url).strip().lower(), "api.openai.com"):
|
|
models_list = list(b.curated.get("openai") or [])
|
|
|
|
# Probe policy (mirrors section 4): with an api_key always probe; without
|
|
# one, skip only when an allowlist-shaped ``models:`` narrows the endpoint.
|
|
api_key = str(ep_cfg.get("api_key", "") or "").strip()
|
|
if not api_key:
|
|
key_env = str(ep_cfg.get("key_env") or ep_cfg.get("api_key_env") or "").strip()
|
|
api_key = _scoped_key_env(key_env) if key_env else ""
|
|
has_explicit_models = bool(grp.get("has_explicit_models"))
|
|
ep_url_norm = _norm_url(api_url)
|
|
ep_aliases = {str(alias).lower() for alias in grp.get("aliases", set())}
|
|
is_current = (
|
|
str(ep_name).strip().lower() == b.current_provider_norm
|
|
or b.current_provider_norm in ep_aliases
|
|
or (
|
|
b.current_provider_norm == "custom"
|
|
and bool(b.current_base_url_norm)
|
|
and ep_url_norm == b.current_base_url_norm
|
|
)
|
|
)
|
|
discovery_allowed = bool(api_url) and _discover_flag(ep_cfg)
|
|
discovered, native_catalog_empty = _discover_endpoint_models(
|
|
api_key,
|
|
api_url,
|
|
ep_name if str(ep_name).strip().lower() in {"ollama", "custom:ollama"} else "custom",
|
|
has_explicit_models,
|
|
headers=_extra_headers_from_config(ep_cfg) or None,
|
|
api_mode=ep_cfg.get("api_mode"),
|
|
probe_live=(
|
|
discovery_allowed
|
|
and (bool(api_key) or not has_explicit_models)
|
|
and b.can_probe_custom(row_is_current=is_current)
|
|
),
|
|
discovery_allowed=discovery_allowed,
|
|
for_picker=b.for_picker,
|
|
)
|
|
if discovered is not None:
|
|
models_list = discovered
|
|
|
|
b.results.append({
|
|
"slug": ep_name,
|
|
"name": display_name,
|
|
"is_current": is_current,
|
|
"is_user_defined": True,
|
|
"models": models_list,
|
|
"total_models": len(models_list) if models_list else 0,
|
|
"source": "user-config",
|
|
"api_url": api_url,
|
|
"native_catalog_empty": native_catalog_empty,
|
|
})
|
|
b.seen_slugs.add(ep_name.lower())
|
|
b.seen_slugs.update(ep_aliases)
|
|
# Record every raw member name so section 4 can match per-model
|
|
# custom_providers rows even though the group label was collapsed.
|
|
for raw_name in grp.get("raw_names") or [display_name]:
|
|
pair = (str(raw_name).strip().lower(), ep_url_norm)
|
|
if pair[0] and pair[1]:
|
|
b.section3_pairs.add(pair)
|
|
b.seen_slugs.add(custom_provider_slug(raw_name).lower())
|
|
pair = (str(display_name).strip().lower(), ep_url_norm)
|
|
if pair[0] and pair[1]:
|
|
b.section3_pairs.add(pair)
|
|
|
|
|
|
def _lap_bare_custom_row(b: _PickerBuild, custom_providers: list | None) -> None:
|
|
"""Section 3b: ``model.provider: custom`` + ``model.base_url`` with no named
|
|
providers:/custom_providers row — surface it so /model does not look like it
|
|
ignored config.yaml."""
|
|
if not (b.current_provider_norm == "custom" and b.current_base_url and "custom" not in b.seen_slugs):
|
|
return
|
|
if any(
|
|
isinstance(cp, dict) and _norm_url(_entry_base_url(cp)) == _norm_url(b.current_base_url)
|
|
for cp in (custom_providers or [])
|
|
):
|
|
return
|
|
api_url = str(b.current_base_url).strip().rstrip("/")
|
|
models = [b.current_model] if b.current_model else []
|
|
native_catalog_empty = False
|
|
try:
|
|
discovered, native_catalog_empty = _discover_endpoint_models(
|
|
"", api_url, "custom", False,
|
|
headers=None, api_mode=None,
|
|
probe_live=bool(b.refresh or b.probe_current_custom_provider),
|
|
discovery_allowed=True,
|
|
for_picker=b.for_picker,
|
|
)
|
|
if discovered is not None:
|
|
models = discovered
|
|
except Exception:
|
|
pass
|
|
b.results.append({
|
|
"slug": "custom",
|
|
"name": "Custom endpoint",
|
|
"is_current": True,
|
|
"is_user_defined": True,
|
|
"models": _cap_models(models, b.max_models),
|
|
"total_models": len(models),
|
|
"source": "model-config",
|
|
"api_url": api_url,
|
|
"native_catalog_empty": native_catalog_empty,
|
|
})
|
|
b.seen_slugs.add("custom")
|
|
|
|
|
|
def _lap_custom_provider_rows(b: _PickerBuild, custom_providers: list) -> None:
|
|
"""Section 4: ``custom_providers:`` entries (one model each) grouped into one
|
|
row per (endpoint, credential identity, api_mode, extra_headers, display
|
|
prefix). Four "Ollama — X" entries on one host become one "Ollama" row;
|
|
distinct prefixes sharing a proxy URL keep their own rows."""
|
|
from hermes_cli.model_switch import _declared_model_ids, _entry_models_discovered, _extra_headers_from_config, _models_config_is_allowlist, _save_discovered_models_to_config, _scoped_key_env
|
|
from collections import OrderedDict
|
|
from hermes_cli.config import coerce_provider_id
|
|
|
|
groups: "OrderedDict[tuple, dict]" = OrderedDict()
|
|
for entry in custom_providers:
|
|
if not isinstance(entry, dict):
|
|
continue
|
|
raw_name = coerce_provider_id(entry.get("name"))
|
|
api_url = str(_entry_base_url(entry) or "").strip().rstrip("/")
|
|
if not raw_name or not api_url:
|
|
continue
|
|
inline_api_key = str(entry.get("api_key") or "").strip()
|
|
key_env = str(entry.get("key_env") or "").strip()
|
|
api_key = inline_api_key or _scoped_key_env(key_env)
|
|
api_mode = _entry_api_mode(entry)
|
|
discover = _discover_flag(entry)
|
|
entry_extra_headers = _extra_headers_from_config(entry)
|
|
prefix = _display_prefix(raw_name)
|
|
group_key = (
|
|
api_url, _credential_identity(inline_api_key, key_env), api_mode,
|
|
tuple(sorted(entry_extra_headers.items())), prefix.lower(),
|
|
)
|
|
if group_key not in groups:
|
|
display_name = prefix or raw_name
|
|
groups[group_key] = {
|
|
"slug": custom_provider_slug(display_name, str(entry.get("provider_key") or "").strip()),
|
|
"name": display_name,
|
|
"api_url": api_url,
|
|
"api_key": api_key,
|
|
"models": [],
|
|
"has_explicit_models": False,
|
|
"discover_models": discover,
|
|
"api_mode": api_mode,
|
|
"extra_headers": entry_extra_headers,
|
|
"aliases": set(),
|
|
}
|
|
else:
|
|
if api_key and not groups[group_key].get("api_key"):
|
|
groups[group_key]["api_key"] = api_key
|
|
if not discover: # one opt-out pins the whole grouped row
|
|
groups[group_key]["discover_models"] = False
|
|
grp = groups[group_key]
|
|
grp["aliases"].update(custom_provider_aliases(raw_name, str(entry.get("provider_key") or "")))
|
|
# ``model:`` is only the active selection; every configured model lives
|
|
# under ``models:`` (dict written by _save_custom_provider).
|
|
default_model = (entry.get("model") or "").strip()
|
|
if default_model and default_model not in grp["models"]:
|
|
grp["models"].append(default_model)
|
|
models_field = entry.get("models", {})
|
|
if _models_config_is_allowlist(models_field, _entry_models_discovered(entry)):
|
|
grp["has_explicit_models"] = True
|
|
for model_id in _declared_model_ids(models_field):
|
|
if model_id not in grp["models"]:
|
|
grp["models"].append(model_id)
|
|
|
|
section4_slugs: set = set()
|
|
current_url_group_count = sum(
|
|
1 for grp in groups.values()
|
|
if b.current_base_url_norm and _norm_url(grp["api_url"]) == b.current_base_url_norm
|
|
)
|
|
for grp in groups.values():
|
|
api_url, api_key, slug = grp["api_url"], grp.get("api_key", ""), grp["slug"]
|
|
# Slug claimed by a built-in/overlay/providers: row -> skip (don't shadow).
|
|
if slug.lower() in b.seen_slugs and slug.lower() not in section4_slugs:
|
|
continue
|
|
# Two custom endpoints with the same cleaned name: suffix a counter so
|
|
# both stay visible.
|
|
if slug.lower() in section4_slugs:
|
|
base_slug, n = slug, 2
|
|
while f"{base_slug}-{n}".lower() in b.seen_slugs:
|
|
n += 1
|
|
slug = f"{base_slug}-{n}"
|
|
grp["slug"] = slug
|
|
grp_url_norm = _norm_url(api_url)
|
|
pair_key = (str(grp["name"]).strip().lower(), grp_url_norm)
|
|
if pair_key[0] and pair_key[1] and pair_key in b.section3_pairs:
|
|
continue
|
|
# A built-in row already represents this endpoint (e.g. "my-dashscope"
|
|
# vs the alibaba-coding-plan row): keep the built-in, hide the shadow.
|
|
if grp_url_norm and grp_url_norm in b.builtin_endpoints:
|
|
continue
|
|
is_current = (
|
|
slug.lower() == b.current_provider_norm
|
|
or b.current_provider_norm in {str(alias).lower() for alias in grp.get("aliases", set())}
|
|
) or (
|
|
b.current_provider_norm == "custom"
|
|
and bool(b.current_base_url_norm)
|
|
and grp_url_norm == b.current_base_url_norm
|
|
and current_url_group_count == 1
|
|
)
|
|
# Probe policy: with an api_key live /models is the source of truth (replace
|
|
# the partial ``models:`` subset); without one, an allowlist-shaped
|
|
# ``models:`` narrows a public endpoint and skips the probe. A dict-shaped
|
|
# ``models:`` is metadata, so still probe; pin with discover_models: false.
|
|
has_explicit_models = bool(grp.get("has_explicit_models"))
|
|
discovery_allowed = bool(api_url) and grp.get("discover_models", True)
|
|
probe_live = (
|
|
discovery_allowed
|
|
and (bool(api_key) or not has_explicit_models)
|
|
and b.can_probe_custom(row_is_current=is_current)
|
|
)
|
|
discovered, native_catalog_empty = _discover_endpoint_models(
|
|
api_key,
|
|
api_url,
|
|
"ollama" if "ollama" in {str(slug).strip().lower(), str(grp.get("name") or "").strip().lower()} else "custom",
|
|
has_explicit_models,
|
|
headers=grp.get("extra_headers") or None,
|
|
api_mode=grp.get("api_mode"),
|
|
probe_live=probe_live,
|
|
discovery_allowed=discovery_allowed,
|
|
for_picker=b.for_picker,
|
|
)
|
|
if discovered is not None:
|
|
grp["models"] = discovered
|
|
if probe_live:
|
|
# A successful live probe persists the catalog for no-probe surfaces.
|
|
try:
|
|
_save_discovered_models_to_config(
|
|
api_url, discovered, api_mode=grp.get("api_mode"), headers=grp.get("extra_headers") or None,
|
|
)
|
|
except Exception:
|
|
pass
|
|
b.results.append({
|
|
"slug": slug,
|
|
"name": grp["name"],
|
|
"is_current": is_current,
|
|
"is_user_defined": True,
|
|
"models": grp["models"],
|
|
"total_models": len(grp["models"]),
|
|
"source": "user-config",
|
|
"api_url": grp["api_url"],
|
|
"native_catalog_empty": native_catalog_empty,
|
|
})
|
|
b.seen_slugs.add(slug.lower())
|
|
section4_slugs.add(slug.lower())
|
|
|
|
|
|
def _build_curated_lists(current_provider: str, current_base_url: str, current_model: str) -> dict[str, list[str]]:
|
|
"""Curated model lists keyed by hermes provider id, plus the dynamic ones
|
|
(nous manifest, Ollama Cloud, LM Studio live probe)."""
|
|
from hermes_cli.models import OPENROUTER_MODELS, _PROVIDER_MODELS, get_curated_nous_model_ids
|
|
|
|
curated: dict[str, list[str]] = dict(_PROVIDER_MODELS)
|
|
curated["openrouter"] = [mid for mid, _ in OPENROUTER_MODELS]
|
|
# Remote model-catalog manifest so new Portal models surface without a
|
|
# release; falls back to the in-repo snapshot when unreachable.
|
|
curated["nous"] = get_curated_nous_model_ids()
|
|
if "ollama-cloud" not in curated:
|
|
from hermes_cli.models import fetch_ollama_cloud_models
|
|
curated["ollama-cloud"] = fetch_ollama_cloud_models()
|
|
# LM Studio has no static catalog: probe its native endpoint live. Base URL
|
|
# precedence: LM_BASE_URL > active config base_url (when current) > default.
|
|
# On auth rejection / unreachable, fall back to the current model so the
|
|
# picker still shows something offline.
|
|
is_current_lmstudio = current_provider.strip().lower() == "lmstudio"
|
|
if "lmstudio" not in curated and (os.environ.get("LM_API_KEY") or os.environ.get("LM_BASE_URL") or is_current_lmstudio):
|
|
from hermes_cli.models import fetch_lmstudio_models
|
|
from hermes_cli.auth import AuthError
|
|
lm_base = (
|
|
os.environ.get("LM_BASE_URL")
|
|
or (current_base_url if is_current_lmstudio and current_base_url else None)
|
|
or "http://127.0.0.1:1234/v1"
|
|
)
|
|
try:
|
|
live = fetch_lmstudio_models(api_key=os.environ.get("LM_API_KEY", ""), base_url=lm_base, timeout=1.5)
|
|
except AuthError:
|
|
live = []
|
|
if not live and is_current_lmstudio and current_model:
|
|
live = [current_model]
|
|
curated["lmstudio"] = live
|
|
return curated
|
|
|
|
|
|
def list_authenticated_providers(
|
|
current_provider: str = "",
|
|
current_base_url: str = "",
|
|
user_providers: dict = None,
|
|
custom_providers: list | None = None,
|
|
*,
|
|
force_fresh_nous_tier: bool = False,
|
|
max_models: int | None = None,
|
|
current_model: str = "",
|
|
refresh: bool = False,
|
|
probe_custom_providers: bool = True,
|
|
probe_current_custom_provider: bool = False,
|
|
for_picker: bool = False,
|
|
excluded_providers: list | None = None,
|
|
) -> List[dict]:
|
|
"""Detect which providers have credentials and list their curated models.
|
|
|
|
Uses the curated lists from hermes_cli/models.py (OPENROUTER_MODELS,
|
|
_PROVIDER_MODELS) — hand-picked agentic models, NOT the full models.dev
|
|
catalog. Only providers with API keys set or user-defined endpoints appear.
|
|
|
|
Returns a list of dicts: ``slug`` (the --provider value), ``name``,
|
|
``is_current``, ``is_user_defined``, ``models`` (up to max_models),
|
|
``total_models``, ``source`` ("built-in", "hermes", "canonical",
|
|
"user-config", "model-config").
|
|
|
|
``force_fresh_nous_tier`` bypasses the short Nous tier cache for explicit
|
|
account-sensitive flows; picker opens should leave it false.
|
|
``refresh`` busts the per-provider model-id disk cache up front so every row
|
|
re-fetches live — for an explicit user "refresh models" action only.
|
|
``probe_custom_providers`` controls live ``/models`` discovery for saved
|
|
custom endpoints (default true for CLI parity; GUI opens pass false).
|
|
``probe_current_custom_provider`` probes only the currently-selected custom
|
|
endpoint so its list matches without blocking on offline ones.
|
|
"""
|
|
from hermes_cli.model_switch import _collect_authed_provider_slugs, _prefetch_provider_models_parallel
|
|
from agent.models_dev import fetch_models_dev
|
|
from hermes_cli.config import coerce_provider_id, stringify_provider_map
|
|
|
|
# Explicit refresh: drop every cached model-id list so the calls below all
|
|
# re-fetch live. A stale cache can fall back to the curated static list when
|
|
# its live fetch fails, silently dropping live-only models the user had seen.
|
|
if refresh:
|
|
try:
|
|
from hermes_cli.models import clear_provider_models_cache
|
|
clear_provider_models_cache()
|
|
except Exception:
|
|
pass
|
|
|
|
# PyYAML parses unquoted numeric names (`provider: 2070`) as int.
|
|
current_provider = coerce_provider_id(current_provider)
|
|
current_base_url = str(current_base_url or "").strip()
|
|
current_model = str(current_model or "").strip()
|
|
user_providers = stringify_provider_map(user_providers)
|
|
data = fetch_models_dev()
|
|
|
|
b = _PickerBuild(
|
|
current_provider=current_provider,
|
|
current_base_url=current_base_url,
|
|
current_model=current_model,
|
|
max_models=max_models,
|
|
for_picker=for_picker,
|
|
force_fresh_nous_tier=force_fresh_nous_tier,
|
|
probe_custom_providers=probe_custom_providers,
|
|
probe_current_custom_provider=probe_current_custom_provider,
|
|
refresh=refresh,
|
|
# A single entry like ``copilot`` hides the provider under every key it
|
|
# surfaces as (hermes_id / mdev_id / canonical slug).
|
|
excluded={str(p).strip().lower() for p in (excluded_providers or []) if p},
|
|
curated=_build_curated_lists(current_provider, current_base_url, current_model),
|
|
)
|
|
|
|
# Warm the disk cache in parallel before the serial section loops, which
|
|
# otherwise stack 15-30s of live /v1/models round-trips on a cold cache.
|
|
# Skipped when refresh=True (serial path force-refreshes) and for <=3
|
|
# providers (serial is fast enough; avoids thread-pool overhead).
|
|
prefetch_slugs = [] if refresh else _collect_authed_provider_slugs(data, b.curated, excluded_providers or [])
|
|
if len(prefetch_slugs) > 3:
|
|
try:
|
|
_prefetch_provider_models_parallel(prefetch_slugs)
|
|
except Exception:
|
|
pass # best-effort; serial path still works
|
|
|
|
_lap_builtin_rows(b, data, user_providers)
|
|
_lap_overlay_rows(b, data)
|
|
_lap_canonical_rows(b)
|
|
if user_providers and isinstance(user_providers, dict):
|
|
_lap_user_provider_rows(b, user_providers)
|
|
_lap_bare_custom_row(b, custom_providers)
|
|
if custom_providers and isinstance(custom_providers, list):
|
|
_lap_custom_provider_rows(b, custom_providers)
|
|
results = b.results
|
|
|
|
# ``providers.<name>.enabled: false`` post-filter covers built-in rows
|
|
# (sections 1-2) that bypass the per-section gate; matched by slug and
|
|
# ``provider_id``.
|
|
try:
|
|
from hermes_cli.config import is_provider_enabled
|
|
if isinstance(user_providers, dict):
|
|
disabled = {
|
|
str(name).strip().lower()
|
|
for name, cfg in user_providers.items()
|
|
if isinstance(cfg, dict) and not is_provider_enabled(cfg)
|
|
}
|
|
if disabled:
|
|
results = [
|
|
r for r in results
|
|
if str(r.get("provider_id", "")).strip().lower() not in disabled
|
|
and str(r.get("slug", "")).strip().lower() not in disabled
|
|
]
|
|
except Exception:
|
|
pass
|
|
|
|
# A custom/uncurated model set via `/model <provider>/<name>` would be
|
|
# invisible in every picker (main and MoA slot pickers read these rows);
|
|
# inject it at the front of the current provider's row as a uniform post-pass.
|
|
if current_model:
|
|
for row in results:
|
|
if not row.get("is_current") or row.get("native_catalog_empty"):
|
|
continue
|
|
models = row.get("models") or []
|
|
if current_model not in models:
|
|
row["models"] = [current_model, *models]
|
|
row["total_models"] = row.get("total_models", len(models)) + 1
|
|
break
|
|
|
|
# Current provider first, then by model count descending
|
|
results.sort(key=lambda r: (not r["is_current"], -r["total_models"]))
|
|
return results
|
|
|
|
|
|
def _prepend_moa_picker_provider(providers: List[dict], current_provider: str = "") -> List[dict]:
|
|
"""Add 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.
|
|
"""
|
|
try:
|
|
from hermes_cli.inventory import _moa_provider_row
|
|
|
|
moa_row = _moa_provider_row(current_provider)
|
|
if moa_row is None:
|
|
return providers
|
|
return [moa_row] + [p for p in providers if str(p.get("slug", "")).lower() != "moa"]
|
|
except Exception:
|
|
return providers
|
|
|
|
|
|
def list_picker_providers(
|
|
current_provider: str = "",
|
|
current_base_url: str = "",
|
|
user_providers: dict = None,
|
|
custom_providers: list | None = None,
|
|
max_models: int | None = None,
|
|
current_model: str = "",
|
|
include_moa: bool = False,
|
|
excluded_providers: list | None = None,
|
|
) -> List[dict]:
|
|
"""Interactive-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 <name>`` path is unaffected -- only the interactive
|
|
picker payload is narrowed.
|
|
"""
|
|
from hermes_cli.model_switch import list_authenticated_providers
|
|
from hermes_cli.models import fetch_openrouter_models
|
|
|
|
providers = list_authenticated_providers(
|
|
current_provider=current_provider,
|
|
current_base_url=current_base_url,
|
|
user_providers=user_providers,
|
|
custom_providers=custom_providers,
|
|
max_models=max_models,
|
|
current_model=current_model,
|
|
for_picker=True,
|
|
excluded_providers=excluded_providers,
|
|
)
|
|
if include_moa:
|
|
providers = _prepend_moa_picker_provider(providers, current_provider=current_provider)
|
|
|
|
filtered: List[dict] = []
|
|
for p in providers:
|
|
slug = str(p.get("slug", "")).lower()
|
|
if slug == "openrouter":
|
|
try:
|
|
live = fetch_openrouter_models()
|
|
live_ids = [mid for mid, _ in live]
|
|
except Exception:
|
|
live_ids = list(p.get("models", []))
|
|
p = dict(p)
|
|
p["models"] = live_ids[:max_models] if max_models is not None else live_ids
|
|
p["total_models"] = len(live_ids)
|
|
|
|
has_models = bool(p.get("models"))
|
|
is_custom_endpoint = bool(p.get("is_user_defined")) and bool(p.get("api_url"))
|
|
if not has_models and not is_custom_endpoint:
|
|
continue
|
|
filtered.append(p)
|
|
|
|
return filtered
|