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vllm/examples/online_serving/pooling/README.md
wang.yuqi 1f633b8632
[Frontend][3/N] Improve all pooling task | Support binary embedding response (#27066) 
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
2025-10-22 18:38:57 +08:00

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Pooling models

Cohere rerank usage

python examples/online_serving/pooling/cohere_rerank_client.py

Embedding requests base64 encoding_format usage

python examples/online_serving/pooling/embedding_requests_base64_client.py

Embedding requests bytes encoding_format usage

python examples/online_serving/pooling/embedding_requests_bytes_client.py

Jinaai rerank usage

python examples/online_serving/pooling/jinaai_rerank_client.py

Multi vector retrieval usage

python examples/online_serving/pooling/multi_vector_retrieval_client.py

Named Entity Recognition (NER) usage

python examples/online_serving/pooling/ner_client.py

Openai chat embedding for multimodal usage

python examples/online_serving/pooling/openai_chat_embedding_client_for_multimodal.py

Openai classification usage

python examples/online_serving/pooling/openai_classification_client.py

Openai embedding usage

python examples/online_serving/pooling/openai_embedding_client.py

Openai embedding matryoshka dimensions usage

python examples/online_serving/pooling/openai_embedding_matryoshka_fy.py

Openai pooling usage

python examples/online_serving/pooling/openai_pooling_client.py