RBKunnela/ALMA-memory
Persistent memory for AI agents - Learn, remember, improve. Alternative to Mem0 with scoped learning, anti-patterns, multi-agent sharing, and MCP integration.
Implements a **vector-backed memory system with 7 storage backends** (SQLite, PostgreSQL, Qdrant, Pinecone, Chroma, Azure Cosmos DB, file-based) and multi-factor scoring that combines semantic similarity with recency, success rate, and confidence metrics. Provides **22 native MCP tools for Claude integration**, hierarchical multi-agent knowledge sharing via `inherit_from`/`share_with` relationships, and explicit anti-pattern tracking with structured failure reasoning. Includes memory lifecycle management (decay, compression, consolidation, archival) and workflow checkpointing for stateful agent sequences across session boundaries.
Used by 1 other package. Available on PyPI.
Stars
20
Forks
4
Language
Python
License
—
Category
Last pushed
Mar 03, 2026
Commits (30d)
0
Dependencies
2
Reverse dependents
1
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