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test - re-order embedding responses

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Ishaan Jaff 2024-04-08 12:02:40 -07:00
parent d099591a09
commit 28e4706bfd
1 changed files with 126 additions and 0 deletions
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litellm/proxy/tests/test_openai_embedding.py Normal file
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import openai
import asyncio
async def async_request(client, model, input_data):
response = await client.embeddings.create(model=model, input=input_data)
response = response.dict()
data_list = response["data"]
for i, embedding in enumerate(data_list):
embedding["embedding"] = []
current_index = embedding["index"]
assert i == current_index
return response
async def main():
client = openai.AsyncOpenAI(api_key="sk-1234", base_url="http://0.0.0.0:4000")
models = [
"text-embedding-ada-002",
"text-embedding-ada-002",
"text-embedding-ada-002",
]
inputs = [
[
"5",
"6",
"7",
"8",
"9",
"10",
"11",
"12",
"13",
"14",
"15",
"16",
"17",
"18",
"19",
"20",
],
["1", "2", "3", "4", "5", "6"],
[
"1",
"2",
"3",
"4",
"5",
"6",
"7",
"8",
"9",
"10",
"11",
"12",
"13",
"14",
"15",
"16",
"17",
"18",
"19",
"20",
],
[
"1",
"2",
"3",
"4",
"5",
"6",
"7",
"8",
"9",
"10",
"11",
"12",
"13",
"14",
"15",
"16",
"17",
"18",
"19",
"20",
],
[
"1",
"2",
"3",
"4",
"5",
"6",
"7",
"8",
"9",
"10",
"11",
"12",
"13",
"14",
"15",
"16",
"17",
"18",
"19",
"20",
],
["1", "2", "3"],
]
tasks = []
for model, input_data in zip(models, inputs):
task = async_request(client, model, input_data)
tasks.append(task)
responses = await asyncio.gather(*tasks)
print(responses)
for response in responses:
data_list = response["data"]
for embedding in data_list:
embedding["embedding"] = []
print(response)
asyncio.run(main())