roboflow / roboflow/inference

`workflows` Clip block - do not recompute text embeddings over and over

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enhancement
Dominant language
Python
Stars
2.5k
Forks
320
Avg merge
1d 14h
Merged PRs (30d)
133

Description

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  • I have searched the Inference issues and found no similar feature requests.
Description

Please investigate clip block and make sure it uses text embeddings

Use case

No response

Additional

No response

Are you willing to submit a PR?
  • Yes I'd like to help by submitting a PR!

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the workflows CLIP block and reading how it currently obtains text embeddings. Trace repeated processing through the block and run the relevant workflow checks or tests available in the repository. Done means identical text embeddings are reused instead of recomputed repeatedly.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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