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(feat) --health for checking config models

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ishaan-jaff 2023-11-27 12:12:52 -08:00
parent fb680ce4a2
commit 3fbd2a853f
2 changed files with 23 additions and 3 deletions
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17
litellm/proxy/proxy_server.py
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@ -890,6 +890,7 @@ async def test_endpoint(request: Request):
async def health_endpoint(request: Request, model: Optional[str] = fastapi.Query(None, description="Specify the model name (optional)")):
global llm_model_list
healthy_endpoints = []
unhealthy_endpoints = []
if llm_model_list:
for model_name in llm_model_list:
try:
@ -898,10 +899,22 @@ async def health_endpoint(request: Request, model: Optional[str] = fastapi.Query
if litellm_params["model"] not in litellm.all_embedding_models: # filter out embedding models
litellm_params["messages"] = [{"role": "user", "content": "Hey, how's it going?"}]
litellm.completion(**litellm_params)
healthy_endpoints.append(litellm_params["model"])
cleaned_params = {}
for key in litellm_params:
if key != "api_key" and key != "messages":
cleaned_params[key] = litellm_params[key]
healthy_endpoints.append(cleaned_params)
except:
cleaned_params = {}
for key in litellm_params:
if key != "api_key" and key != "messages":
cleaned_params[key] = litellm_params[key]
unhealthy_endpoints.append(cleaned_params)
pass
return {"healthy_endpoints": healthy_endpoints}
return {
"healthy_endpoints": healthy_endpoints,
"unhealthy_endpoints": unhealthy_endpoints
}
@router.get("/")
async def home(request: Request):