✨ Ask BigQuery

Ask your BigQuery data any question in natural language from a chat interface.

Built with Streamlit, LangChain & VertexAI.

Inspired by:

• Google Cloud Blog Integrating BigQuery data into your LangChain application and the corresponding notebook
• BigFunctions with the ask_my_data BigQuery UDF

Disclaimer:

• this product is at the experimental stage
• this product is based on Generative AI technologies and may be subject to occasional hallucinations, producing outputs that may deviate from intended patterns or contain unexpected elements
• this product does not contains any protection regarding prompt injections, and therefore against sql injections

install

pip install -r requirements.txt

run

streamlit run ./ask_bigquery/main.py