Local LLM Chat

关于

This project provides a robust testing environment for the Model Control Protocol (MCP), a standardized architecture for LLM applications. It integrates a local large language model (LLM) via Ollama, establishes a control layer with FastAPI for request handling and model interaction, and presents an intuitive user interface built with Gradio. The application serves as a clear demonstration of separating responsibilities across the model, control, and presentation layers, facilitating the validation of component interactions and overall system flow within an MCP framework.

主要功能

• Implements a local LLM chat interface
• Provides an intuitive Gradio-based user interface
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• Utilizes FastAPI for efficient backend API processing and control layer functionality
• Supports multiple models (e.g., Mistral) via Ollama
• Demonstrates core MCP implementation patterns including prompt handling, model selection, and response generation

使用案例

• Exploring design patterns for chat interfaces involving backend and frontend components
• Testing integration methods for local large language models (LLMs) with a layered architecture
• Validating fundamental Model Control Protocol (MCP) implementation patterns