neatlogs-py-agno

Neatlogs Python Setup — Agno

This project uses Agno (agno.agent.Agent, Team, Workflow). Neatlogs instruments it with neatlogs.wrap(agent).

Core mechanism — neatlogs.wrap(entity)

neatlogs.wrap() patches run/arun (incl. streaming) on the Agent/Team/Workflow and installs class-level model (LLM) + tool (TOOL) hooks. Span tree:

AGENT / TEAM / WORKFLOW  (run / arun, incl. streaming)
  ↳ LLM   (model invocation)
  ↳ TOOL  (each tool call)

Combine with @neatlogs.span / neatlogs.trace / neatlogs.log for your own orchestration.

Steps

1. Install → references/1-install.md
2. Add init() → references/2-add-init.md
3. Set environment variables → references/3-set-env.md
4. Wrap the Agent with neatlogs.wrap() → references/4-wrap-agent.md
5. Add @span / trace / log to orchestration → references/5-spans-trace-log.md
6. Lifecycle (flush/shutdown) → references/6-flush-shutdown.md

Rules (apply to ALL steps)

• neatlogs.init() MUST run BEFORE importing agno (class-level model/tool hooks patch at import time). load_dotenv() runs before init().
• Wrap each Agent/Team/Workflow you want traced: agent = neatlogs.wrap(agent). Returns the same instance.
• wrap() creates the AGENT/LLM/TOOL spans — do NOT also wrap a single agent.run() in @span/trace. Use @span for YOUR orchestration only.
• Never hardcode API keys — use os.getenv().
• import neatlogs at module top level.

Reference

• Combining wrap() with @span/trace/log → references/5-spans-trace-log.md
• Span kinds reference → references/span-kinds.md