AI/ML●●Solid
Deterministic symbolic memory layer for grounding LLMs
Identity-based memory vs similarity—clean separation of deterministic truth from probabilistic reasoning.
Big BrainZero to One
Th3Hypn0tist
103mo ago
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GitHub Repository
4 starsPython
Agam – Activation-based memory for Claude Code, not retrieval
by aghoraguru·Jun 8, 2026·1 point·0 comments
AI Analysis
●●SolidNiche GemBig Brain
Knowledge graph beats vector search for Claude Code context injection.
Strengths
- •SQLite FTS5 knowledge graph instead of vector embeddings is a fresh technical approach
- •Hooks into Claude Code without API keys by reusing existing OAuth auth
- •Bootstrap from existing session transcripts cleverly reuses historical data
Weaknesses
- •macOS-only with Docker dependency significantly limits adoption
- •Entity name matching may miss semantic connections that vectors would catch
Category
Target Audience
Claude Code users who want persistent project context
Similar To
Cursor · Continue.dev · Sourcegraph Cody
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