Musagen12/governance_chatbot

This is a chatbot ment to interact with Kenyan citizens on various issues such as the constitution in Kiswahili. # 🚀 LLM Document Analysis API ## 🌟 Project Overview This project provides an API built with **FastAPI**, **Uvicorn**, and **Pydantic** to analyze documents using Large Language Models (LLMs) via the **Langchain** framework. Users can submit documents and receive insights generated by the LLM. The project is designed for performance, ease of use, and scalability. ## ✨ Features - 🤖 **LLM Analysis of pre-uploaded documents**: Analyze documents using powerful LLMs (via Langchain). - 📊 **JSON Responses**: Receive results in a structured JSON format. - ⚡ **Real-Time**: Leverages FastAPI and Uvicorn for fast, real-time processing. - ✅ **Input Validation**: Uses Pydantic to validate input data. ## 🛠️ Technology Stack - **FastAPI** 🖥️: API framework - **Uvicorn** 🚀: ASGI server for running FastAPI - **Pydantic** ✅: Data validation and parsing - **Langchain** 🧠: Framework to interact with LLMs ## 🧠 Langchain Integration We use **Langchain** to interface with LLMs for document processing. The models analyze the input text, summarize it, and generate other key insights. ## 🤝 Contributing Feel free to open issues or submit pull requests. Make sure your code follows PEP 8 standards and test thoroughly before submitting! Happy coding! 🚀