I Built an AI Data Chat Tool in My Portfolio App Using Gemma 4, CrewAI, DuckDB, Supabase Edge Functions & Google Cloud Run 🚀
The article discusses the development of an AI Data Chat tool that simplifies data querying for users unfamiliar with SQL. By utilizing Gemma 4, CrewAI, and DuckDB, the tool allows users to upload files and ask questions in plain English, which are then converted into SQL queries. This innovation aims to remove barriers to data insights and streamline the process of obtaining information from data files.
- ▪The AI Data Chat tool enables users to ask questions about their data without needing to know SQL.
- ▪It uses a combination of technologies including Gemma 4, CrewAI, and DuckDB to process user queries.
- ▪The tool features a user-friendly chat interface where users can upload files and receive answers in real-time.
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try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3785347) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } Kumaravelu Saraboji Mahalingam Posted on May 22 I Built an AI Data Chat Tool in My Portfolio App Using Gemma 4, CrewAI, DuckDB, Supabase Edge Functions & Google Cloud Run 🚀 #gemma #ai #data #crewai What If You Could Just... Ask Your Data a Question? 🤔 Most people who need insights from a data file are blocked by one simple thing: they don't know SQL.
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