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from openai import OpenAI
import models
def perplexity_search(query:str, model_name="llama-3.1-sonar-large-128k-online",api_key=None,base_url="https://api.perplexity.ai"):
api_key = api_key or models.get_api_key("perplexity")
client = OpenAI(api_key=api_key, base_url=base_url)
messages = [
#It is recommended to use only single-turn conversations and avoid system prompts for the online LLMs (sonar-small-online and sonar-medium-online).
# {
# "role": "system",
# "content": (
# "You are an artificial intelligence assistant and you need to "
# "engage in a helpful, detailed, polite conversation with a user."
# ),
# },
{
"role": "user",
"content": (
query
),
},
]
response = client.chat.completions.create(
model=model_name,
messages=messages, # type: ignore
)
result = response.choices[0].message.content #only the text is returned
return result |