jason/mempalace
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
8 Commits 2 Branches 0 Tags
8fbb6178dd73ba886525aabb8efefc62ad69bb7a
Commit Graph

8 Commits

This Branch
This Branch
All Branches
Author SHA1 Message Date
Alexey Samosadov 8fbb6178dd fix: coerce MCP integer arguments to native Python int 
ChromaDB requires native `int` for `n_results`, but the MCP JSON-RPC
transport can deliver JSON integers as floats or strings depending on
the client implementation. This causes `mempalace_search` (and any
tool with integer params like `max_hops`, `last_n`) to fail with:

  "Expected requested number of results to be a int, got 3 in query."

Fix: auto-coerce tool arguments based on the declared `input_schema`
types before calling handlers. This covers all current and future
tools generically.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-04-07 17:48:03 +03:00
bensig 1782628b8a docs: add narrative palace walkthrough to README 
Add Milla's conversational explanation of the palace architecture
(wings → rooms → closets → drawers → halls → tunnels) as an
introductory section before the technical diagram.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-06 13:34:48 -07:00
Milla Jovovich f14f59d61c README: How You Actually Use It — MCP flow + local model flow 2026-04-05 22:46:50 -07:00
Milla Jovovich f54d42f50a README: AAAK works with local models too — Claude, GPT, Gemini, Llama, Mistral 2026-04-05 22:14:15 -07:00
Milla Jovovich 18cca2c97c README: Specialist Agents — agents live in the palace, not CLAUDE.md 2026-04-05 12:23:14 -07:00
bensig 6d8c462219 fix: resolve ruff lint and format errors across codebase 
Fix E402 import ordering, F841 unused variable, F541 unnecessary
f-strings, F401 unused import, and auto-format 6 files.
 2026-04-04 18:37:17 -07:00
bensig 0f8fa8c7d5 bench: add benchmark runners, results docs, and test suite 
Benchmarks: LongMemEval, LoCoMo, ConvoMem, MemBench runners with
methodology docs and hybrid retrieval analysis.

Tests: config, miner, convo_miner, normalize — 9 tests, all passing.
 2026-04-04 18:33:42 -07:00
Milla Jovovich 068dbd9a7b MemPalace: palace architecture, AAAK compression, knowledge graph 
The memory system:
- Palace structure: Wings (people/projects) → Rooms (topics) → Closets (AAAK compressed) → Drawers (verbatim transcripts)
- Halls connect related rooms within a wing
- Tunnels cross-reference rooms across wings
- AAAK: 30x lossless compression dialect for AI agents
- Knowledge graph: temporal entity-relationship triples (SQLite)
- Palace graph: room-based navigation with tunnel detection
- MCP server: 19 tools — search, graph traversal, agent diary, AAAK auto-teach
- Onboarding: guided setup generates wing config + AAAK entity registry
- Contradiction detection: catches wrong pronouns, names, ages
- Auto-save hooks for Claude Code

96.6% Recall@5 on LongMemEval — highest zero-API score published.
100% with optional Haiku rerank (500/500).
Local. Free. No API key required.
 2026-04-04 18:16:04 -07:00