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LanceDB Memory

LanceDB Memory

@pntrivedy
developmentVector DatabaseMemory ManagementSemantic Search

LanceDB integration for long-term memory management with vector search and semantic memory capabilities. Enables persistent storage and intelligent retrieval of contextual information.

🚀 LanceDB Memory is a smart storage system that remembers important information using vector search. It organizes your memories by category, tags, and importance level, making it easy to find exactly what you need later. Think of it as a intelligent notebook that understands meaning, not just keywords.

💡 Perfect for building AI assistants that need long-term memory, chatbots that learn from conversations, or applications requiring semantic search across stored information. Ideal when you want your system to remember context and retrieve relevant information intelligently.

✨ Unlike traditional databases, this system finds memories based on meaning and similarity rather than exact matches, giving you smarter, more contextual results every time.

GitHub

Requirements

lancedb

LanceDB vector database library for semantic search and memory management

pandas

Data manipulation and analysis library for memory data processing