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Justin Hayes 2024-06-28 11:06:08 -04:00 committed by GitHub
parent c44217b5b8
commit b82d902185
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1 changed files with 11 additions and 12 deletions
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23
examples/pipelines/providers/google_manifold_pipeline.py
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@ -2,15 +2,11 @@
from typing import List, Union, Iterator
import os
import logging
from pydantic import BaseModel
import google.generativeai as genai
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
class Pipeline:
"""Google GenAI pipeline"""
@ -76,8 +72,8 @@ class Pipeline:
def pipe(
self, user_message: str, model_id: str, messages: List[dict], body: dict
) -> Union[str, Iterator]:
logger.info(f"Pipe function called for model: {model_id}")
logger.info(f"Stream mode: {body['stream']}")
print(f"Pipe function called for model: {model_id}")
print(f"Stream mode: {body['stream']}")
system_prompt = None
google_messages = []
@ -104,8 +100,8 @@ class Pipeline:
"parts": parts
})
except Exception as e:
logger.error(f"Error processing message: {e}")
logger.error(f"Problematic message: {message}")
print(f"Error processing message: {e}")
print(f"Problematic message: {message}")
try:
model = genai.GenerativeModel(
@ -124,16 +120,19 @@ class Pipeline:
)
if body["stream"]:
logger.info("Streaming response")
print("Streaming response")
for chunk in response:
yield chunk.text
return ""
else:
logger.info("Non-streaming response")
print("Non-streaming response")
result = response.text
logger.info(f"Generated content: {result}")
print(f"Generated content: {result}")
return result
except Exception as e:
logger.error(f"Error generating content: {e}")
print(f"Error generating content: {e}")
return f"An error occurred: {str(e)}"
finally:
print("Pipe function completed")