- Who it helps
- Developers building retrieval and agent-memory systems.
- Availability
- Public MIT repository, checked October 30. Python 3.11–3.14 and local SQLite are documented; optional network features are off by default.
Repeated evidence
A graph connects sources and claims so copied statements need not count as independent support.
The privacy boundary
Its evaluator is text-blind, but the SDK retains original chunks and can use lexical query weights. The README budget example is a toy comparison, not a model-token benchmark.
Omneum tracks shared origins when selecting agent context ↗Show HN discovery sample ↗
What you can do
- Read the primary evidence and stated availability before planning a trial. Open reference ↗
Where the evidence stops
No package was installed. Retrieval quality, privacy boundaries and production overhead were not tested.
Sources read. Sources checked October 30, 2026. No installation, model inference or end-to-end workflow was executed.
Sources & further reading
GitHub · official
Omneum tracks shared origins when selecting agent context ↗
Establishes the subject, discovery context or stated verification limit.
cole-h06 · page checked 2026-10-30
More sources reviewed (1)
Hacker News · discussion
Show HN discovery sample ↗
Establishes the subject, discovery context or stated verification limit.
Hacker News contributors · page checked 2026-10-30
Coverage note: No qualifying current independent attention sample; original X posts unavailable. Reported outcomes were not independently reproduced.
The record over time (1)
Dated source checks and published explanations. An observation date can differ from the original release date.
- · Added to Current
Omneum selects retrieved context while tracking which claims share an origin.