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zespan-autogen

Observability middleware for Microsoft AutoGen via Zespan.

Install

# For AutoGen v0.4 (autogen-agentchat)
pip install 'zespan-autogen[agentchat]'

# For AutoGen v0.2 (pyautogen / ag2)
pip install 'zespan-autogen[legacy]'

AutoGen v0.4 — run_with_tracing()

Replace await team.run(task=...) with await run_with_tracing(team, task, ...):

from zespan_autogen import run_with_tracing
from autogen_agentchat.teams import RoundRobinGroupChat
from autogen_agentchat.conditions import MaxMessageTermination
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_agentchat.agents import AssistantAgent

model = OpenAIChatCompletionClient(model="gpt-4o")
agent = AssistantAgent("assistant", model_client=model)
team = RoundRobinGroupChat([agent], termination_condition=MaxMessageTermination(5))

trace_id = await run_with_tracing(
    team=team,
    task="Analyze the sales data",
    api_key="zsp_your_key",
    project_id="your_project_id",
)

AutoGen v0.4 — ZespanModelClient (per-LLM-call tracing)

from zespan_autogen import ZespanModelClient
from autogen_ext.models.openai import OpenAIChatCompletionClient

base = OpenAIChatCompletionClient(model="gpt-4o")
model = ZespanModelClient(base, api_key="zsp_your_key", project_id="proj_id")
agent = AssistantAgent("assistant", model_client=model)

AutoGen v0.2 — register_hooks()

from autogen import AssistantAgent, UserProxyAgent
from zespan_autogen import register_hooks

assistant = AssistantAgent("assistant", llm_config={"config_list": [...]})
user = UserProxyAgent("user", human_input_mode="NEVER")

register_hooks(assistant, user, api_key="zsp_your_key", project_id="proj_id")
user.initiate_chat(assistant, message="Research quantum computing trends")

What's captured

  • All agent messages (source, content, token counts)
  • Tool call requests and execution results
  • Agent handoffs and delegation
  • Internal reasoning/thought events (thinking models)
  • Memory query events
  • Raw LLM request/response (via ZespanModelClient)

Metadata

Release files for zespan-autogen 1.2.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for zespan-autogen 1.2.2
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zespan_autogen-1.2.2.tar.gz 5.8 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for zespan-autogen 1.2.2
File Interpreter ABI Platform
zespan_autogen-1.2.2-py3-none-any.whl Python 3 none any Details

Total release size: 12.7 kB

Release files / zespan_autogen-1.2.2.tar.gz

Download URL zespan_autogen-1.2.2.tar.gz
Size 5.8 kB
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Release files / zespan_autogen-1.2.2-py3-none-any.whl

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Uploaded via Hatch/1.17.0 {"ci":null,"cpu":"AMD64","implementation":{"name":"CPython","version":"3.14.2"},"installer":{"name":"hatch","version":"1.17.0"},"openssl_version":"OpenSSL 3.0.18 30 Sep 2025","python":"3.14.2","system":{"name":"Windows","release":"11"}} HTTPX2/2.4.0

Release history Release notifications | RSS feed

This release

1.2.2 This release

2 release files

1.2.1

2 release files

1.2.0

2 release files

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