Knowledge & Memory

45 tools

Persistent AI memory with graph-powered knowledge retrieval

Why Knowledge & Memory?

Build a knowledge base that remembers context across conversations and sessions

Create semantic search over your documents with hybrid vector and keyword ranking

Map relationships between entities and concepts with graph memory

brain__graph__create_node

Create nodes in the knowledge graph with properties and relationships

brain__vector__embed

Generate embeddings for semantic search and similarity matching

brain__search__hybrid

4-stream hybrid search combining vector, keyword, graph, and temporal signals

brain__memory__store

Store conversation context with temporal decay and relevance scoring

brain__reasoning__solve

Constraint solving with Answer Set Programming (ASP) for logic puzzles

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