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MemGPT

An LLM framework for building autonomous agents with long-term memory and customizable tools.

AI Agents Builder
Technology
Free
Open Source

MemGPT review

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.

MemGPT Key Features

  • Long-Term Memory Management
  • Stateful Execution
  • External Data Source Integration
  • Custom Tool Utilization
  • Autonomous Memory Updates
  • Multi-Agent Support.

MemGPT Use Cases

  • Extended Conversations
  • Complex Document Analysis
  • Personalized AI Assistants
  • Automated Customer Support
  • Data-Driven Decision Making.

MemGPT Details

Created by: Researchers from UC Berkeley

Category: AI Agents Builder

Industry: Technology

Pricing Model: Free

Access: Open Source

Added on: 7/29/2024

Tags:

Long-Term Memory
Autonomous Agents
LLM
AI Framework
Context Management.

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