feat: heuristic embedding pipeline — remove all LLM dependency#374

Open

CalebisGross wants to merge 14 commits intomainfrom

feat/heuristic-pipeline

Commits on Mar 30, 2026

feat: replace LLM pipeline with heuristic embedding architecture (#369)

CalebisGross
and
claude
committed
feat: add RAKE keyword extraction for concept pipeline (#372)

CalebisGross
and
claude
committed
feat: add hugot pure Go embedding provider (MiniLM-L6-v2, 384-dim)

CalebisGross
and
claude
committed
feat: add TurboQuant vector compression and backfill re-embed (#371)

CalebisGross
and
claude
committed
feat: integrate TurboQuant into embedding index + enhanced backfill

CalebisGross
and
claude
committed
fix: truncate text input to hugot to avoid sequence length overflow

CalebisGross
and
claude
committed
refactor: migrate CLI commands from llm.Provider to embedding.Provider

CalebisGross
and
claude
committed
fix: backfill pagination skips already-converted memories

CalebisGross
and
claude
committed
fix: use background context for backfill to avoid API request timeout

CalebisGross
and
claude
committed