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fix(api): update embeddings signature so inputs and outputs list align #1161

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merged 2 commits into from
Feb 21, 2025

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ashwinb
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@ashwinb ashwinb commented Feb 20, 2025

See Issue #922

The change is slightly backwards incompatible but no callsite (in our client codebases or stack-apps) every passes a depth-2 List[List[InterleavedContentItem]] (which is now disallowed.)

Test Plan

$ cd llama_stack/providers/tests/inference
$ pytest -s -v -k fireworks test_embeddings.py \
   --inference-model nomic-ai/nomic-embed-text-v1.5 --env EMBEDDING_DIMENSION=784
$  pytest -s -v -k together test_embeddings.py \
   --inference-model togethercomputer/m2-bert-80M-8k-retrieval --env EMBEDDING_DIMENSION=784
$ pytest -s -v -k ollama test_embeddings.py \
   --inference-model all-minilm:latest --env EMBEDDING_DIMENSION=784

Also ran tests/client-sdk/inference/test_embeddings.py

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Meta Open Source bot. label Feb 20, 2025
@ashwinb ashwinb linked an issue Feb 20, 2025 that may be closed by this pull request
@ashwinb ashwinb changed the title Update embeddings signature so inputs and outputs list align fix(api): update embeddings signature so inputs and outputs list align Feb 20, 2025
@hardikjshah
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Looks reasonable, can you add a test please

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Looks super ! These tests will act as a future reference on how to test stuff.

@ashwinb ashwinb merged commit 6f9d622 into main Feb 21, 2025
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@ashwinb ashwinb deleted the emb_content_items branch February 21, 2025 05:43
mattf added a commit to mattf/llama-stack that referenced this pull request Feb 21, 2025
ashwinb pushed a commit that referenced this pull request Feb 21, 2025
# What does this PR do?

#1161 updated the embedding signature making the nested list tests
irrelevant
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/v1/inference/embeddings input and output shape mismatch
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