text-to-sql topic
pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
gqlpt
Leverage AI to generate GraphQL queries from plain text.
DBCopilot
Code and data for the paper "DBCᴏᴘɪʟᴏᴛ: Scaling Natural Language Querying to Massive Databases"
generative-bi-using-rag
A solution guidance for Generative BI using Amazon Bedrock, Amazon OpenSearch with RAG
text-to-sql
GPT/llama + SQL + PyGWalker + Flask
build-an-agentic-llm-assistant
Labs for the "Build an agentic LLM assistant on AWS" workshop. A step by step agentic llm assistant development workshop using serverless three-tier architecture.
NL2SQL_Handbook
This is a continuously updated handbook for readers to easily track the latest NL2SQL techniques in the literature and provide practical guidance for researchers and practitioners.
Text-to-Chart-AI-Transforming-Queries-into-Visuals
An innovative AI system developed to extract actionable insights by converting natural language into SQL queries via Google's Gemini model and dynamically visualizing the data with Plotly Express, str...
premsql
End-to-End Local-First Text-to-SQL Pipelines