Advanced Workflow

A complex multi-tool agent workflow from the Cookbook

This example mirrors the advanced workflow in our Cookbook.

Steps covered:

• Tool planning and selection
• Multi-step execution with intermediate state
• Error handling and retries

Open the linked file for the full runnable script.

Kickoff request (pattern)

curl -X POST "https://api.incredible.one/v1/chat-completion" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $INCREDIBLE_API_KEY" \
  -d '{
    "model": "small-1",
    "stream": false,
    "messages": [
      {"role": "user", "content": "Research and draft a brief report; use tools as needed."}
    ],
    "functions": [/* planner, fetch, analyze, format tools */]
  }'

The assistant will orchestrate multiple tools in sequence; send back function_call_result blocks as each step completes.

View source on GitHub → 4_advanced_workflow.py