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LangMem is a software development kit (SDK) designed to enhance AI agents by integrating long-term memory capabilities. It allows agents to extract important information from interactions, optimize behavior through prompt refinement, and maintain knowledge over time. Compatible with various storage systems and natively integrating with LangGraph's storage layer, LangMem enables continuous improvement, personalized responses, and consistent behavior across sessions.

LangMem

langmem

An SDK enabling AI agents to learn and adapt through long-term memory integration.

Teenage-AGI is an open-source Python project that enhances AI agents with memory retention and deliberative processing. Inspired by projects like BabyAGI and the research paper 'Generative Agents: Interactive Simulacra of Human Behavior,' it utilizes OpenAI's GPT-4 for language generation and Pinecone for vector-based memory storage. This architecture allows the agent to recall past interactions and 'think' before responding, leading to more coherent and contextually relevant conversations. Notably, the agent's memories persist across sessions, as they are stored in Pinecone's vector database.

Teenage-AGI

teenage-agi

An open-source AI agent that integrates memory and deliberation capabilities, enabling context-aware and thoughtful responses.