in Utils/llm/bedrock.py [0:0]
def request_bedrock_data(system_prompt, messages, model: Model):
config = API[model]()
system = [{"text": system_prompt}]
formatted_messages = [
{"role": message['role'], "content": [{"text": message['content']}]}
for message in messages
]
inf_params = {"temperature": temperature}
response = client.converse(
modelId=config["model_id"],
messages=formatted_messages,
system=system,
inferenceConfig=inf_params,
)
return {
'content': response["output"]["message"]["content"][0]["text"],
'tokens': {
"input_tokens": response["usage"]["inputTokens"],
"output_tokens": response["usage"]["outputTokens"],
}
}