{"repo":"kyaukyuai/chatDuck","free":true,"listed":false,"github":"https://github.com/kyaukyuai/chatDuck","clone":"git clone https://github.com/kyaukyuai/chatDuck.git","description":"🐤 chatDuck - chatting with your DuckDB","language":"Python","stars":13,"topics":["chromadb","duckdb","openai","streamlit"],"license":null,"category":"ai-agents","readme_excerpt":"🐤 chatDuck - chatting with your DuckDB This application is a straightforward tool that enables users to interact with their DuckDB through natural language queries. It serves as a gateway to the 'Modern Data Stack in a Box with LLM' concept, it is intended to be used in conjunction with Modern Data Stack in a box with dbt-duckdb and Apache Superset. Developed using Streamlit, DuckDB, ChromaDB, LangChain, and OpenAI. https://github.com/kyaukyuai/chatDuck/assets/1140707/ac2c77fe-c9b9-4b11-a3da-10b53521c060 Table of Contents - 🚀 'Modern Data Stack in a Box with LLM' concept - 🌟 Features - 🛠️ Getting Started - 🤝 Special Thanks Concept It serves as a gateway to the 'Modern Data Stack in a Box with LLM' concept, it is intended to be used in conjunction with Modern Data Stack in a box with dbt-duckdb and Apache Superset. Features - Conversational AI : Harnesses ChatGPT to translate natural language into precise SQL queries. - Conversational Memory : Retains context for interactive, dynamic responses. - DuckDB Integration : Offers seamless, real-time data insights straight from your DuckDB. - Self-healing SQL : Proactively suggests solutions for SQL errors, streamlining data access. Getting Started 1. Set up your OPENAI API KEY and DUCKDB DATABASE in .streamlit/secrets.toml . 2. To run the application, use the following command: 3. Access the application in your web browser at http://localhost:8501. Special Thanks - Modern Data Stack in a Box with DuckDB - kaarthik108/snowChat","default_branch":null,"files":null,"tree":[],"storefront":"/r/kyaukyuai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kyaukyuai/chatDuck/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}