forked from phoenix/litellm-mirror
b75019c1a5
* arize use helper for get_arize_opentelemetry_config * use helper to get Arize OTEL config * arize add helpers for arize * docs allow using arize http endpoint * fix importing OTEL for Arize * use static methods for ArizeLogger * fix ArizeLogger tests
74 lines
1.7 KiB
Markdown
74 lines
1.7 KiB
Markdown
import Image from '@theme/IdealImage';
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# Arize AI
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AI Observability and Evaluation Platform
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:::tip
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This is community maintained, Please make an issue if you run into a bug
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https://github.com/BerriAI/litellm
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:::
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## Pre-Requisites
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Make an account on [Arize AI](https://app.arize.com/auth/login)
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## Quick Start
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Use just 2 lines of code, to instantly log your responses **across all providers** with arize
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```python
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litellm.callbacks = ["arize"]
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```
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```python
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import litellm
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import os
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os.environ["ARIZE_SPACE_KEY"] = ""
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os.environ["ARIZE_API_KEY"] = "" # defaults to litellm-completion
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# LLM API Keys
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os.environ['OPENAI_API_KEY']=""
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# set arize as a callback, litellm will send the data to arize
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litellm.callbacks = ["arize"]
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# openai call
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response = litellm.completion(
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model="gpt-3.5-turbo",
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messages=[
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{"role": "user", "content": "Hi 👋 - i'm openai"}
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]
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)
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```
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### Using with LiteLLM Proxy
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```yaml
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model_list:
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- model_name: gpt-4
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litellm_params:
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model: openai/fake
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api_key: fake-key
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api_base: https://exampleopenaiendpoint-production.up.railway.app/
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litellm_settings:
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callbacks: ["arize"]
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environment_variables:
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ARIZE_SPACE_KEY: "d0*****"
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ARIZE_API_KEY: "141a****"
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ARIZE_ENDPOINT: "https://otlp.arize.com/v1" # OPTIONAL - your custom arize GRPC api endpoint
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ARIZE_HTTP_ENDPOINT: "https://otlp.arize.com/v1" # OPTIONAL - your custom arize HTTP api endpoint. Set either this or ARIZE_ENDPOINT
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```
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## Support & Talk to Founders
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- [Schedule Demo 👋](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version)
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- [Community Discord 💭](https://discord.gg/wuPM9dRgDw)
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- Our numbers 📞 +1 (770) 8783-106 / +1 (412) 618-6238
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- Our emails ✉️ ishaan@berri.ai / krrish@berri.ai
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