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Add Huggingface embeddings and Cohere embeddings (#63)

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* Add huggingface embeddings and cohere embeddings
* Update openai interface and the mock for newer OpenAI SDK

---------

Co-authored-by: trducng <trungduc1992@gmail.com>
This commit is contained in:
ian_Cin
2023-11-10 09:38:30 +07:00
committed by GitHub
parent 9035e25666
commit 6095526dc7
13 changed files with 249 additions and 138 deletions
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43
tests/test_llms_chat_models.py
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@@ -2,31 +2,37 @@ from unittest.mock import patch
from langchain.chat_models import AzureChatOpenAI as AzureChatOpenAILC
from langchain.schema.messages import AIMessage, HumanMessage, SystemMessage
from openai.types.chat.chat_completion import ChatCompletion
from kotaemon.llms.base import LLMInterface
from kotaemon.llms.chats.openai import AzureChatOpenAI
_openai_chat_completion_response = {
"id": "chatcmpl-7qyuw6Q1CFCpcKsMdFkmUPUa7JP2x",
"object": "chat.completion",
"created": 1692338378,
"model": "gpt-35-turbo",
"choices": [
{
"index": 0,
"finish_reason": "stop",
"message": {
"role": "assistant",
"content": "Hello! How can I assist you today?",
},
}
],
"usage": {"completion_tokens": 9, "prompt_tokens": 10, "total_tokens": 19},
}
_openai_chat_completion_response = ChatCompletion.parse_obj(
{
"id": "chatcmpl-7qyuw6Q1CFCpcKsMdFkmUPUa7JP2x",
"object": "chat.completion",
"created": 1692338378,
"model": "gpt-35-turbo",
"system_fingerprint": None,
"choices": [
{
"index": 0,
"finish_reason": "stop",
"message": {
"role": "assistant",
"content": "Hello! How can I assist you today?",
"function_call": None,
"tool_calls": None,
},
}
],
"usage": {"completion_tokens": 9, "prompt_tokens": 10, "total_tokens": 19},
}
)
@patch(
"openai.api_resources.chat_completion.ChatCompletion.create",
"openai.resources.chat.completions.Completions.create",
side_effect=lambda *args, **kwargs: _openai_chat_completion_response,
)
def test_azureopenai_model(openai_completion):
@@ -36,7 +42,6 @@ def test_azureopenai_model(openai_completion):
openai_api_version="2023-03-15-preview",
deployment_name="gpt35turbo",
temperature=0,
request_timeout=60,
)
assert isinstance(
model.agent, AzureChatOpenAILC