{"repo":"TeleAI-UAGI/telemem","free":true,"listed":false,"github":"https://github.com/TeleAI-UAGI/telemem","clone":"git clone https://github.com/TeleAI-UAGI/telemem.git","description":"TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.","language":"Python","stars":484,"topics":["agent","conversational-ai","llm","long-term-memory","mem0","memory","multimodal","rag","semantic-search","character-memory"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"TeleMem: Building Long-Term and Multimodal Memory for Agentic AI If you find this project helpful, please give us a ⭐️ on GitHub for the latest update. 🤝 Contributions welcome! Feel free to open an issue or submit a pull request. --- English 简体中文 📄 Awesome-Agent-Memory → TeleMem is an agent memory management layer that can be used as a high-performance drop-in replacement for Mem0 with one line of code ( import telemem as mem0 ) , deeply optimized for complex scenarios involving multi-turn dialogues , character modeling , long-term information storage , and semantic retrieval . Through its unique context-aware enhancement mechanism , TeleMem provides conversational AI with core infrastructure offering higher accuracy , faster performance , and stronger character memory capabilities . Building upon this foundation, TeleMem implements video understanding, multimodal reasoning, and visual question answering capabilities. Through a complete pipeline of video frame extraction, caption generation, and vector database construction, AI Agents can effortlessly store, retrieve, and reason over video content just like handling text memories. The ultimate goal of the TeleMem project is to use an agent's hindsight to improve its foresight . TeleMem, where memory lives on and intelligence grows strong. Why TeleMem? - 🎭 Character memory done right — the only open-source memory layer that automatically builds isolated, per-character memory profiles , built for role-play, companion AI, NPC","default_branch":null,"files":null,"tree":[],"storefront":"/r/TeleAI-UAGI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/TeleAI-UAGI/telemem/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}