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feat(vertex_httpx.py): support logging citation metadata
Closes https://github.com/BerriAI/litellm/issues/3230
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@ -689,6 +689,7 @@ class VertexLLM(BaseLLM):
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## CHECK IF GROUNDING METADATA IN REQUEST
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## CHECK IF GROUNDING METADATA IN REQUEST
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grounding_metadata: List[dict] = []
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grounding_metadata: List[dict] = []
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safety_ratings: List = []
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safety_ratings: List = []
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citation_metadata: List = []
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## GET TEXT ##
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## GET TEXT ##
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chat_completion_message = {"role": "assistant"}
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chat_completion_message = {"role": "assistant"}
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content_str = ""
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content_str = ""
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@ -702,6 +703,9 @@ class VertexLLM(BaseLLM):
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if "safetyRatings" in candidate:
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if "safetyRatings" in candidate:
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safety_ratings.append(candidate["safetyRatings"])
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safety_ratings.append(candidate["safetyRatings"])
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if "citationMetadata" in candidate:
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citation_metadata.append(candidate["citationMetadata"])
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if "text" in candidate["content"]["parts"][0]:
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if "text" in candidate["content"]["parts"][0]:
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content_str = candidate["content"]["parts"][0]["text"]
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content_str = candidate["content"]["parts"][0]["text"]
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@ -756,6 +760,11 @@ class VertexLLM(BaseLLM):
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## ADD SAFETY RATINGS ##
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## ADD SAFETY RATINGS ##
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model_response._hidden_params["vertex_ai_safety_results"] = safety_ratings
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model_response._hidden_params["vertex_ai_safety_results"] = safety_ratings
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## ADD CITATION METADATA ##
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model_response._hidden_params["vertex_ai_citation_metadata"] = (
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citation_metadata
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)
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except Exception as e:
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except Exception as e:
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raise VertexAIError(
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raise VertexAIError(
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message="Received={}, Error converting to valid response block={}. File an issue if litellm error - https://github.com/BerriAI/litellm/issues".format(
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message="Received={}, Error converting to valid response block={}. File an issue if litellm error - https://github.com/BerriAI/litellm/issues".format(
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