robindekoster/chatgpt-custom-knowledge-chatbot
📦 Open Source Projectrobindekoster
An open-source framework to build custom chatbots that answer questions based on your own private documents.
The robindekoster/chatgpt-custom-knowledge-chatbot is an open-source implementation designed to bridge the gap between large language models and private data. At its core, the project utilizes Python to process and index user-provided documents, enabling the GPT-3.5 model to retrieve relevant information before generating an answer. This architecture effectively reduces hallucinations and ensures that the chatbot's output is grounded in the provided context. Key features include document ingestion pipelines, semantic search integration, and a streamlined API interface for interacting with the model. It serves as a foundational template for developers aiming to build specialized knowledge-base assistants without needing to fine-tune models from scratch. The project is highly modular, allowing for easy integration with various document formats and data sources.
💡Highlights
- ├─Custom RAG implementation
- ├─GPT-3.5 powered knowledge base
- └─Context-aware document search
🎯For
- ├─Python Developers
- ├─AI Enthusiasts
- └─Knowledge Managers