Groq

import os
import weave
from groq import Groq

weave.init(project_name="groq-project")

client = Groq(
    api_key=os.environ.get("GROQ_API_KEY"),
)
chat_completion = client.chat.completions.create(
    messages=[
        {
            "role": "user",
            "content": "Explain the importance of fast language models",
        }
    ],
    model="llama3-8b-8192",
)

import os
import weave
from groq import Groq


weave.init(project_name="groq-test")

client = Groq(
    api_key=os.environ.get("GROQ_API_KEY"),
)

@weave.op()
def recommend_places_to_visit(city: str, model: str="llama3-8b-8192"):
    chat_completion = client.chat.completions.create(
        messages=[
            {
                "role": "system",
                "content": "You are a helpful assistant meant to suggest places to visit in a city",
            },
            {
                "role": "user",
                "content": city,
            }
        ],
        model="llama3-8b-8192",
    )
    return chat_completion.choices[0].message.content


recommend_places_to_visit("New York")
recommend_places_to_visit("Paris")
recommend_places_to_visit("Kolkata")

import os
from groq import Groq
import weave


class GroqCityVisitRecommender(weave.Model):
    model: str
    groq_client: Groq

    @weave.op()
    def predict(self, city: str) -> str:
        system_message = {
            "role": "system",
            "content": """
You are a helpful assistant meant to suggest places to visit in a city
""",
        }
        user_message = {"role": "user", "content": city}
        chat_completion = self.groq_client.chat.completions.create(
            messages=[system_message, user_message],
            model=self.model,
        )
        return chat_completion.choices[0].message.content


weave.init(project_name="groq-test")
city_recommender = GroqCityVisitRecommender(
    model="llama3-8b-8192", groq_client=Groq(api_key=os.environ.get("GROQ_API_KEY"))
)
print(city_recommender.predict("New York"))
print(city_recommender.predict("San Francisco"))
print(city_recommender.predict("Los Angeles"))