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! š
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:
š§ ReAct AI Loop: It explores your database schema like a human developer, writes SQL, reads errors, and auto-corrects before executing read-only queries.
ā” Semantic Caching: Repeated queries cost zero tokens and return instantly.
š 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!