Mistral AI

pip install netra-sdk mistralai

from netra import Netra
from mistralai.client import MistralClient
import os

# Initialize Netra with Mistral instrumentation
Netra.init(
    app_name="my-ai-app",
    headers=f"x-api-key={os.environ.get('NETRA_API_KEY')}",
    trace_content=True
)

# Use Mistral client as usual - all calls are automatically traced
client = MistralClient(api_key=os.environ.get("MISTRAL_API_KEY"))

response = client.chat(
    model="mistral-large-latest",
    messages=[
        {"role": "user", "content": "What is observability?"}
    ]
)

print(response.choices[0].message.content)

stream = client.chat_stream(
    model="mistral-large-latest",
    messages=[{"role": "user", "content": "Tell me a story"}]
)

for chunk in stream:
    if chunk.choices[0].delta.content:
        print(chunk.choices[0].delta.content, end="")

embeddings = client.embeddings(
    model="mistral-embed",
    input=["The quick brown fox jumps over the lazy dog"]
)

print(embeddings.data[0].embedding)

from netra import Netra
from netra.instrumentation.instruments import InstrumentSet

# Only enable Mistral instrumentation
Netra.init(
    headers=f"x-api-key={os.environ.get('NETRA_API_KEY')}",
    instruments={InstrumentSet.MISTRALAI}
)

# Or block specific instrumentations
Netra.init(
    headers=f"x-api-key={os.environ.get('NETRA_API_KEY')}",
    block_instruments={InstrumentSet.HTTPX}
)