gm2552/memgpt-agent
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MemGPT Sample is a proof of concept project implementing the MemGPT research paper as an agent, showcasing integration as a REST service or MCP server.
The MemGPT Sample project is a demonstration of the MemGPT concept, implemented using Spring Boot and Spring AI. It provides functionality as both a REST service and an MCP server, allowing for flexible integration. The project includes a simple ChatBot command line application that can interact with the agent through these interfaces. The core-agent component defines and implements the MemGPT interfaces, managing configuration, state, and core functions such as message compilation, LLM communication, and memory management. The project is structured into sub-projects, including core-agent, restful-agent-app, memgpt-mcp-server, and simple-chat-bot-app, each serving a specific role in the overall architecture.
Features
- REST and MCP Integration: Offers both REST and MCP server interfaces for flexible integration.
- Core Agent Functionality: Manages configuration, state, and core functions like message compilation and memory management.
- ChatBot Application: Command line application for interacting with the agent via REST or MCP interfaces.
- Archival Memory: Supports archival memory with vector store and embeddings model, configurable via Spring profiles.
- Tool Calling and LLM Communication: Facilitates tool calling and communication with LLMs for enhanced functionality.
