How to trace Gemini with HoneyHive

pip install "honeyhive[openinference-google-ai]"

# Or install separately
pip install honeyhive openinference-instrumentation-google-genai google-genai

import os
from honeyhive import HoneyHiveTracer
from openinference.instrumentation.google_genai import GoogleGenAIInstrumentor

tracer = HoneyHiveTracer.init(api_key=os.getenv("HH_API_KEY"))
GoogleGenAIInstrumentor().instrument(tracer_provider=tracer.provider)

# Your existing Gemini code works unchanged

import os
from google import genai
from google.genai import types
from honeyhive import HoneyHiveTracer
from openinference.instrumentation.google_genai import GoogleGenAIInstrumentor

tracer = HoneyHiveTracer.init(api_key=os.getenv("HH_API_KEY"))
GoogleGenAIInstrumentor().instrument(tracer_provider=tracer.provider)

client = genai.Client(api_key=os.getenv("GOOGLE_API_KEY"))

# Simple content generation
response = client.models.generate_content(
    model="gemini-2.0-flash",
    contents="What is the capital of France?",
    config=types.GenerateContentConfig(max_output_tokens=100),
)
print(response.text)

# Chat session - also traced
chat = client.chats.create(model="gemini-2.0-flash")
chat_response = chat.send_message("Tell me a fun fact about Paris.")
print(chat_response.text)

# HoneyHive configuration
export HH_API_KEY="your-honeyhive-api-key"

# Google AI configuration
export GOOGLE_API_KEY="your-google-ai-api-key"

from honeyhive import HoneyHiveTracer
from openinference.instrumentation.google_genai import GoogleGenAIInstrumentor

tracer = HoneyHiveTracer.init(api_key=os.getenv("HH_API_KEY"))

# ✅ Correct - pass tracer_provider
GoogleGenAIInstrumentor().instrument(tracer_provider=tracer.provider)

# ❌ Wrong - missing tracer_provider
GoogleGenAIInstrumentor().instrument()

# Newer SDK (recommended)
pip install google-genai openinference-instrumentation-google-genai

# Import pattern
from google import genai
from openinference.instrumentation.google_genai import GoogleGenAIInstrumentor