[Misc] Fix examples openai_pooling_client.py (#24853)

Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
This commit is contained in:
wang.yuqi
2025-09-15 19:57:30 +08:00
committed by GitHub
parent 2e41f5abca
commit bf214ca226
17 changed files with 105 additions and 11 deletions

View File

@@ -0,0 +1,40 @@
# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
"""Example Python client for embedding API using vLLM API server
NOTE:
start a supported embeddings model server with `vllm serve`, e.g.
vllm serve intfloat/e5-small
"""
from openai import OpenAI
# Modify OpenAI's API key and API base to use vLLM's API server.
openai_api_key = "EMPTY"
openai_api_base = "http://localhost:8000/v1"
def main():
client = OpenAI(
# defaults to os.environ.get("OPENAI_API_KEY")
api_key=openai_api_key,
base_url=openai_api_base,
)
models = client.models.list()
model = models.data[0].id
responses = client.embeddings.create(
# ruff: noqa: E501
input=[
"Hello my name is",
"The best thing about vLLM is that it supports many different models",
],
model=model,
)
for data in responses.data:
print(data.embedding) # List of float of len 4096
if __name__ == "__main__":
main()