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MemGPT

A framework for developing autonomous agents equipped with long-term memory and tools that can be customized according to user needs.

Overview

MemGPT is an advanced framework aimed at crafting autonomous AI agents that are capable of managing long-term memory while utilizing custom tools. Drawing inspiration from operating system designs, MemGPT empowers language models to broaden their context windows beyond the typical constraints of current large language models. This capacity permits the creation of agents adept at conducting in-depth conversations, analyzing documents, and more. Additionally, MemGPT facilitates connections to external data sources and application programming interfaces, positioning it as a flexible solution for building dynamic, stateful AI applications that remember and adapt over time.

Long-Term Memory
Autonomous Agents
LLM
AI Framework
Context Management

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

Details

Category: AI Agents Builder

Industry: Technology

Pricing Model: Free

Access: Open Source

Preview

MemGPT Preview

Demo Video