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Structured DB Agnostic Query Builder
A database-agnostic natural language query builder that converts natural language queries into structured database queries (MongoDB & Elasticsearch) using LLM-powered structured output.
PythonOpenAIPydanticMongoDBElasticsearchFastAPI
This project provides a clean, extensible architecture for converting natural language queries into database-specific query languages. It uses OpenAI's language models with structured Pydantic outputs to ensure type-safe query generation. Key features include database agnostic design, type-safe validation, LLM-powered query generation, and support for MongoDB and Elasticsearch.