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crewAI/docs/tools/HeliconeObservability.md
2024-06-07 11:55:37 -07:00

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Helicone

Description

Helicone is a open source developer tool that allows you to easily add caching, ETL with 1 line of code.

Get full visibility into:

  • Metrics - ex: cost, latency, time to first token, etc...
  • Fine Tuning - Easily export or your data to easily be fine tuned.
  • ETL - Move data with any of our connectors (PostHog, Datadog, Segment)
  • Prompts - Track your prompt versions auto-magically
  • Users - Keep track of users and limit their usage.
  • Traces - Segment your data via traces and slice and dice your data in various ways.

Installation

  • Get an API key from helicone.ai and set it in environment variables (OPENAI_API_BASE).

Example

os.environ["OPENAI_API_BASE"] = f"https://oai.helicone.ai/{HELICONE_API_KEY}/v1

That is it! Now you will get full visibility into your application.