Tracing: OpenTelemetry SDK for Future AGI AI Apps

pip install fi-instrumentation-otel traceai-openai

from fi_instrumentation import register
from fi_instrumentation.fi_types import ProjectType
from traceai_openai import OpenAIInstrumentor

# 1. Register the tracer provider
trace_provider = register(
    project_name="my-project",
    project_type=ProjectType.OBSERVE,
)

# 2. Instrument your framework
OpenAIInstrumentor().instrument(tracer_provider=trace_provider)

# 3. Use OpenAI as normal - all calls are now traced
import openai
client = openai.OpenAI()
response = client.chat.completions.create(
    model="gpt-4o-mini",
    messages=[{"role": "user", "content": "What is Python?"}],
)

npm install @traceai/openai @traceai/fi-core @opentelemetry/instrumentation

import { register, ProjectType } from "@traceai/fi-core";
import { OpenAIInstrumentation } from "@traceai/openai";
import { registerInstrumentations } from "@opentelemetry/instrumentation";
import OpenAI from "openai";

const tracerProvider = register({
  projectName: "my-project",
  projectType: ProjectType.OBSERVE,
});

registerInstrumentations({
  tracerProvider,
  instrumentations: [new OpenAIInstrumentation()],
});

const openai = new OpenAI();
const response = await openai.chat.completions.create({
  model: "gpt-4o-mini",
  messages: [{ role: "user", content: "Hello!" }],
});

<!-- For Spring Boot apps -->
<dependency>
    <groupId>com.github.future-agi.traceAI</groupId>
    <artifactId>traceai-spring-boot-starter</artifactId>
    <version>v1.0.0</version>
</dependency>
<dependency>
    <groupId>com.github.future-agi.traceAI</groupId>
    <artifactId>traceai-java-openai</artifactId>
    <version>v1.0.0</version>
</dependency>

import ai.traceai.TraceAI;
import ai.traceai.TraceConfig;
import ai.traceai.openai.TracedOpenAIClient;

// Initialize from environment variables
TraceAI.initFromEnvironment();

// Wrap your client
TracedOpenAIClient tracedClient = new TracedOpenAIClient(openAIClient);
var response = tracedClient.createChatCompletion(params);

Set FI_API_KEY, FI_SECRET_KEY, FI_BASE_URL, and FI_PROJECT_NAME as environment variables.

dotnet add package fi-instrumentation-otel

using FIInstrumentation;
using FIInstrumentation.Types;

var tracer = TraceAI.Register(opts =>
{
    opts.ProjectName = "my-project";
    opts.ProjectType = ProjectType.Observe;
});

// Create traced LLM calls with convenience methods
var result = tracer.Llm("openai-call", span =>
{
    span.SetInput("What is C#?");
    var response = CallOpenAI("What is C#?");
    span.SetOutput(response);
    return response;
});

TraceAI.Shutdown();