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(docs) add example on using proxy with OpenAI
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@@ -43,7 +43,7 @@ litellm --test
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This will now automatically route any requests for gpt-3.5-turbo to bigcode starcoder, hosted on huggingface inference endpoints.
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### Using LiteLLM Proxy - Curl Request, OpenAI Package
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### Using LiteLLM Proxy - Curl Request, OpenAI Package, Langchain, Langchain JS
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<Tabs>
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<TabItem value="Curl" label="Curl Request">
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@@ -84,7 +84,38 @@ print(response)
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```
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</TabItem>
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<TabItem value="langchain" label="Langchain">
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```python
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from langchain.chat_models import ChatOpenAI
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from langchain.prompts.chat import (
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ChatPromptTemplate,
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HumanMessagePromptTemplate,
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SystemMessagePromptTemplate,
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)
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from langchain.schema import HumanMessage, SystemMessage
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chat = ChatOpenAI(
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openai_api_base="http://0.0.0.0:8000",
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model = "gpt-3.5-turbo",
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temperature=0.1
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)
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messages = [
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SystemMessage(
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content="You are a helpful assistant that im using to make a test request to."
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),
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HumanMessage(
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content="test from litellm. tell me why it's amazing in 1 sentence"
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),
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]
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response = chat(messages)
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print(response)
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```
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</TabItem>
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</Tabs>
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@@ -474,37 +505,4 @@ curl -X POST \
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https://api.openai.com/v1/chat/completions \
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-H 'content-type: application/json' -H 'Authorization: Bearer sk-qnWGUIW9****************************************' \
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-d '{"model": "gpt-3.5-turbo", "messages": [{"role": "user", "content": "this is a test request, write a short poem"}]}'
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```
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## Health Check LLMs on Proxy
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Use this to health check all LLMs defined in your config.yaml
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#### Request
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```shell
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curl --location 'http://0.0.0.0:8000/health'
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```
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You can also run `litellm -health` it makes a `get` request to `http://0.0.0.0:8000/health` for you
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```
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litellm --health
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```
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#### Response
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```shell
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{
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"healthy_endpoints": [
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{
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"model": "azure/gpt-35-turbo",
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"api_base": "https://my-endpoint-canada-berri992.openai.azure.com/"
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},
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{
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"model": "azure/gpt-35-turbo",
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"api_base": "https://my-endpoint-europe-berri-992.openai.azure.com/"
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}
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],
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"unhealthy_endpoints": [
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{
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"model": "azure/gpt-35-turbo",
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"api_base": "https://openai-france-1234.openai.azure.com/"
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}
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]
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}
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```
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