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3 commits

Author SHA1 Message Date
Snider
5578671f90 feat: add Result type, break Backend interface to return Result 
Backend.Generate and Backend.Chat now return (Result, error) instead of
(string, error). Result carries the response text and optional
inference.GenerateMetrics for backends that support them.

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-02-22 17:36:16 +00:00
Snider
747e703c7b feat: Phase 2 backend consolidation — Message alias, GenOpts, deprecation 
- Replace Message struct with type alias for inference.Message (backward compat)
- Remove convertMessages() — types are now identical via alias
- Extend GenOpts with TopK, TopP, RepeatPenalty (mapped in convertOpts)
- Deprecate StreamingBackend with doc comment (only 2 callers, both in cli/)
- Simplify HTTPTextModel.Chat() — pass messages directly
- Update CLAUDE.md with Backend Architecture section
- Add 2 new tests, remove 1 obsolete test

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-02-20 02:05:59 +00:00
Snider
7c8e762a86 feat: extract go-ml from go-ai as standalone ML package 
Inference backends (MLX, llama.cpp, HTTP), scoring engine, agent
orchestrator, GGUF management, DuckDB storage, Parquet I/O.
Adds CLAUDE.md/TODO.md/FINDINGS.md.

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-02-19 18:32:04 +00:00