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FluentDB
Turn plain English into secure SQL queries instantly.
FluentDB is an agentic text-to-SQL gateway that lets non-technical teams query enterprise databases (PostgreSQL, Databricks) using plain English. Stop waiting days for custom dashboards. FluentDB features a ReAct AI loop that writes, tests, and self-corrects read-only SQL on the fly, plus a semantic cache for instant answers. We've also built in hybrid search to query unstructured data (like PDFs and Zendesk tickets) alongside your hard metrics.
Hey Product Hunt! 👋
I'm Sridhar, the maker of FluentDB.
I built this because I spent weeks trying to force standard RAG to work on an enterprise PostgreSQL database - and it was a disaster. It hallucinates columns and costs a fortune in tokens. I wanted our ops team to ask "Why did revenue drop last week?" without waiting days for a custom dashboard.
So, I completely ripped out standard RAG and built an Agentic Text-to-SQL loop.
Here is what FluentDB does:
🧠 ReAct AI Loop: It explores your database schema like a human developer, writes SQL, reads errors, and auto-corrects before executing read-only queries.
⚡ Semantic Caching: Repeated queries cost zero tokens and return instantly.
🔍 Hybrid Search: It routes quantitative questions to SQL, and qualitative questions to a Vector DB.
I'd love your feedback!
What is the biggest data bottleneck slowing your team down right now? Let me know what you think of our approach!
About FluentDB on Product Hunt
“Turn plain English into secure SQL queries instantly.”
FluentDB was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #105 on the daily leaderboard. FluentDB is an agentic text-to-SQL gateway that lets non-technical teams query enterprise databases (PostgreSQL, Databricks) using plain English. Stop waiting days for custom dashboards. FluentDB features a ReAct AI loop that writes, tests, and self-corrects read-only SQL on the fly, plus a semantic cache for instant answers. We've also built in hybrid search to query unstructured data (like PDFs and Zendesk tickets) alongside your hard metrics.
On the analytics side, FluentDB competes within Productivity, Artificial Intelligence and Data & Analytics — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how FluentDB performed against the three products that launched closest to it on the same day.
Who hunted FluentDB?
FluentDB was hunted by Shridhar Anehan Seshan. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of FluentDB including community comment highlights and product details, visit the product overview.
Shridhar Anehan Seshan