v0.1.0 — first public cut
awareness ingests the public web (Common Crawl + HF FineWeb + RSS + GDELT) onto your laptop and makes it queryable from DuckDB. One Python process — no Spark, no cloud.
Install (Python 3.11+)
pip install awareness-0.1.0-py3-none-any.whl # plain
pipx install awareness-0.1.0-py3-none-any.whl # isolated CLI
uv tool install awareness-0.1.0-py3-none-any.whl # with uv
Quickstart
awareness --help # all commands
awareness-api # local web UI + API
awareness-worker # run the ingest worker
Ingested rows land in a local DuckDB file you can query directly with SQL.