How It All Comes Together
Overcore is built to integrate effortlessly into your existing stack.
From connecting your database to deploying AI-driven features, every step is fast, flexible,
and under your control.
At its foundation, Overcore is a Python-based framework that leverages Retrieval-Augmented Generation (RAG) to translate natural language questions into highly accurate SQL queries—powered by large language models (LLMs).
The process is simple and efficient:
First, Overcore is trained on your database schema and relevant metadata, creating a retrieval layer that understands the structure and context of your data.
Once set up, users can ask plain-language questions, and Overcore generates SQL queries in real time—queries that can be executed directly on your existing SQL-based systems.
Whether you’re using PostgreSQL, MySQL, Snowflake, or others, Overcore brings an intelligent interface to your data—without needing to rebuild your backend or expose sensitive records.