{"id":17464536,"url":"https://github.com/kyaukyuai/chatduck","last_synced_at":"2025-10-16T18:25:08.931Z","repository":{"id":209866585,"uuid":"722779795","full_name":"kyaukyuai/chatDuck","owner":"kyaukyuai","description":"🐤 chatDuck - chatting with your DuckDB","archived":false,"fork":false,"pushed_at":"2024-12-25T16:30:19.000Z","size":43829,"stargazers_count":7,"open_issues_count":11,"forks_count":3,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-12-25T16:51:27.606Z","etag":null,"topics":["chromadb","duckdb","openai","streamlit"],"latest_commit_sha":null,"homepage":"https://chat-duck.streamlit.app/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kyaukyuai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-11-23T23:53:13.000Z","updated_at":"2024-11-16T16:17:14.000Z","dependencies_parsed_at":null,"dependency_job_id":"72d6afbc-d094-4103-a2f9-6cc00efff57a","html_url":"https://github.com/kyaukyuai/chatDuck","commit_stats":null,"previous_names":["kyaukyuai/chatduck"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyaukyuai%2FchatDuck","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyaukyuai%2FchatDuck/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyaukyuai%2FchatDuck/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyaukyuai%2FchatDuck/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kyaukyuai","download_url":"https://codeload.github.com/kyaukyuai/chatDuck/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":232020700,"owners_count":18461396,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["chromadb","duckdb","openai","streamlit"],"created_at":"2024-10-18T10:46:15.172Z","updated_at":"2025-10-16T18:25:08.864Z","avatar_url":"https://github.com/kyaukyuai.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1 align=\"center\"\u003e🐤 chatDuck - chatting with your DuckDB\u003c/h1\u003e\n\nThis application is a straightforward tool that enables users to interact with their DuckDB through natural language queries.\nIt serves as a gateway to the 'Modern Data Stack in a Box with LLM' concept,\nit is intended to be used in conjunction with [Modern Data Stack in a box with dbt-duckdb and Apache Superset](https://github.com/kyaukyuai/jaffle_shop_duckdb_superset).\n\nDeveloped using [Streamlit](https://streamlit.io/), [DuckDB](https://duckdb.org/), [ChromaDB](https://www.trychroma.com/), [LangChain](https://www.langchain.com/), and [OpenAI](https://openai.com/).\n\nhttps://github.com/kyaukyuai/chatDuck/assets/1140707/ac2c77fe-c9b9-4b11-a3da-10b53521c060\n\n## Table of Contents\n\n- [🚀 'Modern Data Stack in a Box with LLM' concept](#concept)\n- [🌟 Features](#features)\n- [🛠️ Getting Started](#getting-started)\n- [🤝 Special Thanks](#special-thanks)\n\n## Concept\n\nIt serves as a gateway to the 'Modern Data Stack in a Box with LLM' concept,\nit is intended to be used in conjunction with [Modern Data Stack in a box with dbt-duckdb and Apache Superset](https://github.com/kyaukyuai/jaffle_shop_duckdb_superset).\n\n![MDS-in-a-Box-with-LLM](https://github.com/kyaukyuai/chatDuck/assets/1140707/d07caf0d-dd46-48f6-a47e-49317ab6784f)\n\n\n## Features\n\n- **Conversational AI**: Harnesses ChatGPT to translate natural language into precise SQL queries.\n- **Conversational Memory**: Retains context for interactive, dynamic responses.\n- **DuckDB Integration**: Offers seamless, real-time data insights straight from your DuckDB.\n- **Self-healing SQL**: Proactively suggests solutions for SQL errors, streamlining data access.\n\n## Getting Started\n\n1. Set up your `OPENAI_API_KEY` and `DUCKDB_DATABASE` in `.streamlit/secrets.toml`.\n2. To run the application, use the following command:\n   ```bash\n   make run\n   ```\n3. Access the application in your web browser at http://localhost:8501.\n\n## Special Thanks\n\n- [Modern Data Stack in a Box with DuckDB](https://duckdb.org/2022/10/12/modern-data-stack-in-a-box.html)\n- [kaarthik108/snowChat](https://github.com/kaarthik108/snowChat)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkyaukyuai%2Fchatduck","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkyaukyuai%2Fchatduck","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkyaukyuai%2Fchatduck/lists"}