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1. OpenOutreach OpenOutreach Public

   Open-source AI agent for B2B lead generation — describe your product, it finds the people who fit, explains why each one does, and emails them from your mailbox. Self-hosted CLI, one install.

   Python 3.7k 658

2. OpenOutFind OpenOutFind Public

   AI-powered B2B lead finder: discovery on licensed lead data, LLM fit qualification with the reason written out, CSV out. The finder core, extracted from OpenOutreach.

   Python 40 22

3. OpenOutSend OpenOutSend Public

   The send half of OpenOutreach: reads qualified leads on stdin (outfind find --json | outsend), persists them to its own store, and sends on its own clock.

   Python 18 6

4. django-duckdb-readonly django-duckdb-readonly Public

   Read-only Django database backend for DuckDB. Query Parquet on S3/GCS, local .duckdb files, or in-memory through the Django ORM.

   Python 7 2

5. OpenOutNews OpenOutNews Public

   AI news curation for newsletters: pulls Google News, judges each article against your brief with an LLM, ranks the picks with active learning, prints a CSV.

   Python 3 2

6. OpenOutLearn OpenOutLearn Public

   Label-efficient text classification: Gaussian-process scoring + BALD active learning over embeddings, with calibrated decision thresholds.

   Python 2 2