SochDB is a high-performance embedded, ACID-compliant vector database purpose-built for AI agents and memory
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Updated
Jan 30, 2026 - Rust
SochDB is a high-performance embedded, ACID-compliant vector database purpose-built for AI agents and memory
MindForge is a Python library designed to provide sophisticated memory management capabilities for AI agents and models. It combines vector-based similarity search, concept graphs, and multi-level memory structures (short-term, long-term, user-specific, session-specific, and agent-specific) to enable more context-aware and adaptive AI responses.
Minimal agent with persistent JSON memory
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