Files
AI-System/llm/bedrock.py
T

42 lines
1.1 KiB
Python

import boto3
import asyncio
from config import AWS_REGION, BEDROCK_MODEL
from botocore.exceptions import ClientError
class BedrockClient:
def __init__(self):
self.client = boto3.client(
"bedrock-runtime",
region_name=AWS_REGION
)
async def chat(self, messages, tools=None):
request = {
"modelId": BEDROCK_MODEL,
"messages": messages,
"inferenceConfig": {
"maxTokens": 1000,
"temperature": 0.7,
"topP": 0.9
}
}
if tools:
request["toolConfig"] = {
"tools": tools
}
try:
# Synchronen boto3-Aufruf in Executor auslagern
loop = asyncio.get_running_loop()
response = await loop.run_in_executor(
None,
lambda: self.client.converse(**request)
)
return response
except ClientError as e:
raise Exception(f"Bedrock API Error: {e}") from e
except Exception as e:
raise Exception(f"Unexpected error in Bedrock chat: {e}") from e