Check: does `atlas lens build` on a host reach the model server for the embedding convention?
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Assessment
- Difficulty
- 2/5
- Estimated time
- Half a day
- Newbie friendliness
- 66/100
- Issue type
- Bug
- Clarity
- Mostly clear
- Activity status
- Active
- Tech stack
- python
- Domain
- machine-learning
Research direction
Start with geometric-lens/geometric_lens/embedding_extractor.py and read observe_embedding_convention() to see how it uses LLAMA_URL. Run atlas lens build on a host without LLAMA_URL set, then inspect the bundle manifest for the embedding contract. If it is missing, the issue asks for a URL change and a test; if present, report that finding.
Written by the indexing model from the issue text.
Description
Question
atlas lens build records the embedding convention the bundle was
trained against (observe_embedding_convention() in
geometric-lens/geometric_lens/embedding_extractor.py). The lens code
reads the model server from LLAMA_URL and defaults to
http://llama-server:8080, a name that resolves only inside the
Docker network. #230 sets the URL for the fingerprint step only.
Hypothesis, not verified: on a host without LLAMA_URL, the
convention step cannot reach the server, and a host-built bundle
declares no embedding contract.
Time box
Half a day.
Output
- Build a bundle on a host without
LLAMA_URLset, and read its
manifest: is the embedding contract there? - If not: an issue to set the URL for the whole build (the one the
build already reached), with a test.
- Dominant language
- Python
- Stars
- 2.1k
- Forks
- 197
- Avg merge
- 7h 5m
- Merged PRs (30d)
- 425
Getting set up
- Ships a Dockerfile or Docker Compose file
- Has a pull request template
- Read the contributing guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
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