3 Commits
Author SHA1 Message Date
AkitaOnRails 43be7a92f9 feat: add graph retrieval and memory maintenance 2026-05-25 12:01:41 -03:00
AkitaOnRails c36e620ba0 docs: humanize README and docs 2026-05-24 11:30:32 -03:00
AkitaOnRailsandClaude Opus 4.7 e95d17a824 docs: MemPalace issue + architecture synthesis
Research-only analysis of MemPalace (MemPalace/mempalace, 52.7k stars,
verbatim-storage AI memory over ChromaDB) in the same format as
issues-basic-memory.md / issues-agentmemory.md.

Key conclusions captured for later revisit:
- MemPalace's dominant open-issue cluster (concurrent-write HNSW/FTS5
  corruption, filed-but-not-persisted, repair-destroys-data, embedding
  drift) maps ~1:1 onto ai-memory invariants #2/#3/#8/#10/#17.
- Worth a brainstorm: a verbatim semantic-recall fallback tier beneath
  the compiled wiki (lossless recall without ChromaDB's corruption
  surface); honest LongMemEval (M10); deterministic resume-safe ingest;
  temporal KG triples.
- Gotchas to avoid in v0.2 vector work + a supply-chain/impostor-domain
  note for when the project gets popular.

No ai-memory code or design changed — pending brainstorm.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-24 00:51:50 -03:00