MemGPT
An LLM framework for building autonomous agents with long-term memory and customizable tools.
Description
MemGPT is an innovative framework designed to create autonomous AI agents that can manage long-term memory and utilize custom tools. Inspired by operating system architectures, MemGPT allows language models to extend their context windows beyond the inherent limitations of modern LLMs. This enables the development of agents capable of handling extensive conversations, document analysis, and more. MemGPT supports connections to external data sources and APIs, making it a versatile solution for building sophisticated, stateful AI applications that remember and evolve over time.
Key Features
- Long-Term Memory Management
- Stateful Execution
- External Data Source Integration
- Custom Tool Utilization
- Autonomous Memory Updates
- Multi-Agent Support.
Use Cases
- Extended Conversations
- Complex Document Analysis
- Personalized AI Assistants
- Automated Customer Support
- Data-Driven Decision Making.
Demo Video
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Details
- Category: Agent Builder
- Industry: Technology
- Access Model: Open Source
- Pricing Model: Free
- Created By: Researchers from UC Berkeley