Ollama

pip install netra-sdk ollama

npm install netra-sdk ollama

from netra import Netra
from ollama import Client
import os

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

# Use Ollama client as usual - all calls are automatically traced
client = Client()

response = client.chat(
    model="llama2",
    messages=[
        {"role": "user", "content": "What is observability?"}
    ]
)

print(response['message']['content'])

import { Netra } from "netra-sdk";
import { Ollama } from "ollama";

async function main() {
  // Initialize Netra with Ollama instrumentation (must await)
  await Netra.init({
    appName: "my-ai-app",
    headers: `x-api-key=${process.env.NETRA_API_KEY}`,
    traceContent: true
  });

  // Use Ollama client as usual - all calls are automatically traced
  const ollama = new Ollama();

  const response = await ollama.chat({
    model: "llama2",
    messages: [
      { role: "user", content: "What is observability?" }
    ]
  });

  console.log(response.message.content);
}

main();

stream = client.chat(
    model="llama2",
    messages=[{"role": "user", "content": "Tell me a story"}],
    stream=True
)

for chunk in stream:
    print(chunk['message']['content'], end="")

const stream = await ollama.chat({
  model: "llama2",
  messages: [{ role: "user", content: "Tell me a story" }],
  stream: true
});

for await (const chunk of stream) {
  process.stdout.write(chunk.message.content);
}

embeddings = client.embeddings(
    model="llama2",
    prompt="The quick brown fox jumps over the lazy dog"
)

print(embeddings['embedding'])

const embeddings = await ollama.embeddings({
  model: "llama2",
  prompt: "The quick brown fox jumps over the lazy dog"
});

console.log(embeddings.embedding);

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

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

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

import { Netra, NetraInstruments } from "netra-sdk";

// Only enable Ollama instrumentation
await Netra.init({
  headers: `x-api-key=${process.env.NETRA_API_KEY}`,
  instruments: new Set([NetraInstruments.OLLAMA])
});

// Or block specific instrumentations
await Netra.init({
  headers: `x-api-key=${process.env.NETRA_API_KEY}`,
  blockInstruments: new Set([NetraInstruments.HTTP])
});