AI / LLM
SQLite RAG AI Agent
Natural-language querying over SQLite databases using LLMs and retrieval-augmented generation.
LLMsRAGReactAI Agents
Overview
Built a Retrieval-Augmented Generation system that allows natural language interaction with a SQLite database and generates contextual answers.
Problem
Users often lack SQL proficiency and need a simpler way to explore structured data.
Solution
Used an LLM pipeline with schema-aware retrieval and contextual prompts to convert user intent into database-aware responses.