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feat(pi): add ICM and qmd for vector-based RAG memory #3

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eumel wants to merge 1 commit from eumel/nixos-config:feature/pi-memory-rag into main
pull from: eumel/nixos-config:feature/pi-memory-rag
merge into: palo:main
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eumel commented 2026-07-29 04:04:50 +02:00
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Pi Agent bekommt zwei Memory-Tools aus dem llm-agents.nix Flake:

ICM (Infinite Context Memory)

  • Vektorbasiertes RAG-Gedaechtnis mit Auto-Dedup (85% Similarity)
  • Temporal Decay (alte Fakten verblassen automatisch)
  • Hybrid Search (BM25 30% + Cosine 70% via sqlite-vec)
  • MCP Server mit 31 Tools (store, recall, forget, Knowledge Graph CRUD)
  • Single SQLite file, multilingual embeddings (e5-base)
  • Auto-konfiguriert Pi via 'icm init'

qmd

  • Hybride Suchmaschine (BM25 + Vector + LLM Reranking)
  • Fuer Markdown-Notizen, genutzt von pi-memctx als Such-Backend

Beide Tools sind in der Pi-Jail verfuegbar. ICM's SQLite-DB und qmd's Cache werden per try-readwrite gemountet und gebackupt.

Siehe: https://github.com/numtide/llm-agents.nix
https://github.com/rtk-ai/icm
https://github.com/tobi/qmd

Pi Agent bekommt zwei Memory-Tools aus dem llm-agents.nix Flake: ## ICM (Infinite Context Memory) - Vektorbasiertes RAG-Gedaechtnis mit Auto-Dedup (85% Similarity) - Temporal Decay (alte Fakten verblassen automatisch) - Hybrid Search (BM25 30% + Cosine 70% via sqlite-vec) - MCP Server mit 31 Tools (store, recall, forget, Knowledge Graph CRUD) - Single SQLite file, multilingual embeddings (e5-base) - Auto-konfiguriert Pi via 'icm init' ## qmd - Hybride Suchmaschine (BM25 + Vector + LLM Reranking) - Fuer Markdown-Notizen, genutzt von pi-memctx als Such-Backend Beide Tools sind in der Pi-Jail verfuegbar. ICM's SQLite-DB und qmd's Cache werden per try-readwrite gemountet und gebackupt. Siehe: https://github.com/numtide/llm-agents.nix https://github.com/rtk-ai/icm https://github.com/tobi/qmd
Pi Agent gets two memory tools from the llm-agents.nix flake:

- ICM (Infinite Context Memory): Vector RAG with auto-dedup (85% similarity),
  temporal decay, hybrid search (BM25 + cosine via sqlite-vec). MCP server
  with 31 tools. Single SQLite file, multilingual embeddings (e5-base).
  Auto-configures Pi via 'icm init'.

- qmd: Hybrid search engine (BM25 + vector + LLM reranking) for markdown
  notes. Used by pi-memctx as search backend.

Both tools are available in the Pi jail. ICM SQLite DB and qmd cache
are mounted read-write and backuped.

See: https://github.com/numtide/llm-agents.nix
     https://github.com/rtk-ai/icm
     https://github.com/tobi/qmd
This pull request has changes conflicting with the target branch.
  • modules/ai/pi.nix
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