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odysseus/specs/model-providers/mistral.md
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Mistral Provider Shape

Last updated: dev@2e2bb52 | 2026-08-16

Scope

Canonical provider ID mistral; OpenAI-compatible chat with Mistral response extensions and runtime handling in src/llm_core.py. There is no dedicated Mistral canonical reader on current dev.

Catalog Shape

GET /v1/models returns data[] cards with id, root, aliases, max_context_length, and capabilities booleans including completion_chat, completion_fim, function_calling, vision, classification, and lifecycle/fine-tuning fields. These are candidate fields for a future dedicated reader:

  • chat/FIM or classification family;
  • vision input;
  • function calling;
  • explicitly reported reasoning/structured output when present;
  • context limit and root family.

Fine-tuning availability and archived status are not inference capabilities. The current generic reader retains identity/raw data only and does not map any of these fields. Different Mistral models retain independent identities.

Request And Response Shape

Reasoning-capable models accept graded reasoning_effort. Mistral can return content as typed blocks: a thinking block containing text fragments plus a normal text block. Runtime normalizes those blocks for async utility calls as well as chat/stream paths, keeping reasoning and visible text separate instead of stringifying the list or scanning text tags (#4698, #5882).

Fallback And Safety

Runtime llm_core detects label-bounded Mistral hosts for request/response handling. The canonical registry has no Mistral host or rich-payload detector; an explicitly supplied mistral vendor falls back to generic identity. A Mistral model served through another engine uses that serving engine's dialect.

Current Gaps

  • Catalog reasoning fields vary across model-card generations; absent remains unknown.
  • Mistral catalog capability fields are not normalized by current dev.
  • Runtime thinking-family selection still uses names and should migrate to structured root/capability identity.