resource-disaggregation/snowset

We assessed the ability of popular LLMs to generate accurate and efficient SQL from natural language prompts. Using a 200 million record dataset from the GH Archive uploaded to Tinybird, we asked the LLMs to generate SQL based on 50 prompts.

Data-engineering benchmark for coding agents (DuckDB + Snowflake dbt tasks).

The Open Data QnA python library enables you to chat with your databases by leveraging LLM Agents on Google Cloud. Open Data QnA enables a conversational approach to interacting with your data by implementing state-of-the-art NL2SQL / Text2SQL methods.

BigQuery import and processing pipelines

Querybook is a Big Data Querying UI, combining collocated table metadata and a simple notebook interface.

ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company

Open-source SQL workbench powered by DuckDB. Query local files, BigQuery, and Snowflake right in your browser. Drop-in UI for duckdb -ui. AI SQL assistant included.

Query your data in plain English with a fine-tuned Text2SQL model

A lightweight local first SQL analytics tool. Get your data 🦆 in a row