Google Gemini Observability, Cost & Runtime Control
Trace Google Gemini model calls (Flash and Pro variants) with automated token attribution, latency monitoring, tool-call tracking, and execution budgets.
Instrumenting Google Gemini Applications
Observyze supports both native Google Generative AI SDK wrappers and OpenAI-compatible gateway endpoints:
Gemini SDK Wrapper
Wraps the official @google/generative-ai client in Node.js or Python. Telemetry is dispatched asynchronously outside the primary model request path.
OpenAI-Compatible Proxy
Use your standard OpenAI client pointed to the Observyze proxy for Gemini endpoints to enforce runtime policies and circuit breakers.
Instrument Gemini in TypeScript
Wrap the Google Generative AI client instance to trace model generation:
import { GoogleGenerativeAI } from "@google/generative-ai";
import { ObservyzeClient } from "@observyze/sdk";
const observyze = new ObservyzeClient({
apiKey: process.env.OBSERVYZE_API_KEY!,
projectId: process.env.OBSERVYZE_PROJECT_ID!,
});
// Auto-wrap Gemini client
const genAI = observyze.wrapGemini(
new GoogleGenerativeAI(process.env.GEMINI_API_KEY!)
);
const model = genAI.getGenerativeModel({ model: "gemini-2.0-flash" });
const result = await model.generateContent("Analyze codebase security");Frequently Asked Questions
Technical details, integration patterns, and operational controls.
Wrap your GoogleGenerativeAI client using observyze.wrapGemini(new GoogleGenerativeAI(apiKey)). All calls to getGenerativeModel and generateContent are tracked automatically.
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Want to test without installing anything?
Explore 6 pre-configured production scenarios in our interactive Demo Mode.