Skip to content

README.md

Latest commit

 

History

History
30 lines (19 loc) · 1.42 KB

README.md

File metadata and controls

30 lines (19 loc) · 1.42 KB
Raw

Astraflow Examples with AgentOps

This directory contains examples of using Astraflow (UCloud / 优刻得 umodelverse) with AgentOps instrumentation.

Astraflow is an OpenAI-compatible AI model aggregation platform that provides access to 200+ models through a single API. Because it is OpenAI-compatible, you can use the standard OpenAI Python client by simply pointing it at the Astraflow base_url, and AgentOps' built-in OpenAI instrumentation will automatically track every call.

Prerequisites

  • Python >= 3.10 < 3.13
  • Install required dependencies: 
    pip install agentops openai python-dotenv
  • Set the appropriate environment variable for your region:
    • Global endpoint — ASTRAFLOW_API_KEY (base URL: https://api-us-ca.umodelverse.ai/v1)
    • China endpoint — ASTRAFLOW_CN_API_KEY (base URL: https://api.modelverse.cn/v1)

Examples

Astraflow Example

File: astraflow_example.py

Demonstrates basic chat completion usage against Astraflow via the OpenAI client, with full AgentOps tracing.

AgentOps Integration

These examples show how to use AgentOps to monitor and analyze your AI applications. Because Astraflow is OpenAI-compatible, AgentOps automatically instruments your Astraflow calls through its existing OpenAI integration — no extra configuration required.

To learn more about AgentOps, visit https://www.agentops.ai