Local LLM Chat
byseino-ta
0Builds a local LLM chat application leveraging Ollama, FastAPI, and Gradio to validate Model Control Protocol (MCP) implementation patterns.
About
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.
Key Features
- Implements a local LLM chat interface
- Provides an intuitive Gradio-based user interface
- 0 GitHub stars
- 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
Use Cases
- 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
Sponsored