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Author SHA1 Message Date
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a4d7686147 feat(adapter): bridge go-inference TextModel to ml.Backend/StreamingBackend 
InferenceAdapter wraps inference.TextModel (iter.Seq[Token]) to satisfy
ml.Backend (string returns) and ml.StreamingBackend (TokenCallback).

- adapter.go: InferenceAdapter with Generate/Chat/Stream/Close
- adapter_test.go: 13 test cases with mock TextModel (all pass)
- backend_mlx.go: rewritten from 253 LOC to ~35 LOC using go-inference
- go.mod: add forge.lthn.ai/core/go-inference dependency
- TODO.md: mark Phase 1 steps 1.1-1.3 complete

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-02-20 00:52:34 +00:00
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84757b8331 docs: comprehensive domain expert session brief for go-inference migration 
Rewrites CLAUDE.md with full interface mapping (ml.Backend → inference.TextModel),
adapter design pattern, broken import context, and local dependency paths.

Expands TODO.md Phase 1 into 5 concrete steps with code patterns for
InferenceAdapter, backend_mlx.go rewrite, and downstream verification.

Updates FINDINGS.md with type correspondence table and before/after comparison.

Fixes go.mod replace directives for ~/Code/ layout and adds go-inference.

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-02-19 21:55:50 +00:00
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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