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Add lazy init for Quotient client #118
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3ecdabf
lazy init
3705cee
fix detections
04f39d3
working lazy decorator
53eed95
Cleanup
freddiev4 36fdc2b
fixup
freddiev4 177b5b0
Add lazyinit example
freddiev4 6a480cb
cleanup example
freddiev4 9e3ebbf
Remove comments
freddiev4 956e6d4
Fix client checks
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,59 @@ | ||
| import os | ||
| import openai | ||
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| from openinference.instrumentation.openai import OpenAIInstrumentor | ||
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| from quotientai import QuotientAI | ||
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| # Initialize with lazy_init=True to avoid errors if API key is not available at build time | ||
| quotient = QuotientAI(lazy_init=True) | ||
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| # Apply decorator at module level - it will be a no-op until client is configured | ||
| @quotient.trace() | ||
| def test_openai(): | ||
| client = openai.OpenAI() | ||
| response = client.chat.completions.create( | ||
| model="gpt-3.5-turbo", | ||
| messages=[{"role": "user", "content": "Write a haiku."}], | ||
| max_tokens=20, | ||
| stream=True, | ||
| stream_options={"include_usage": True}, | ||
| ) | ||
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| for chunk in response: | ||
| if chunk.choices and (content := chunk.choices[0].delta.content): | ||
| print(content, end="") | ||
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| def setup_quotient(): | ||
| """Configure QuotientAI at runtime when API key is available.""" | ||
| # Get API key from environment | ||
| quotient_api_key = os.environ.get("QUOTIENT_API_KEY") | ||
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| if not quotient_api_key: | ||
| print("Warning: QUOTIENT_API_KEY not found. Tracing will be disabled.") | ||
| return False | ||
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| # Configure the client with the API key | ||
| quotient.configure(quotient_api_key) | ||
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| # Initialize the tracer with instruments | ||
| quotient.tracer.init( | ||
| app_name="freddie-trace-openai-test", | ||
| environment="dev", | ||
| instruments=[OpenAIInstrumentor()], | ||
| ) | ||
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| print("QuotientAI tracing configured successfully.") | ||
| return True | ||
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| if __name__ == "__main__": | ||
| tracing_enabled = setup_quotient() | ||
| print( | ||
| "Running OpenAI test with", | ||
| "tracing enabled" if tracing_enabled else "tracing disabled", | ||
| ) | ||
| print("=" * 50) | ||
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| test_openai() | ||
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