introduce AutoGen instrumentation.

[fenilfaldu]

📥 Pull Request

📘 Description

• Added AutoGen instrumentation modules to support agent interactions, including agent-specific instrumentors and utilities.
• Implemented new agent types and team structures for enhanced collaboration in AutoGen examples.
• Updated documentation and examples to reflect the new features and usage scenarios, including a GroupChat and Swarm team example.

🧪 Testing
Tested Examples

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.

📢 Thoughts on this report? Let us know!

[Dwij1704]

What happened to LangGraph? lol

[Dwij1704]

I re ran it and it works

[fenilfaldu]

So our integration tests are randomly failing on push, different ones each time.

What I suspect:
The validate_trace_spans() function (which I believe validates presence of LLM spans) is synchronous, while some of our examples involve async logic and await agent calls. There are chances the spans haven’t fully flushed/exported by the time validation kicks in.This might just be a race condition between span export and validation but this just all in theory for now.

[Dwij1704]

So our integration tests are randomly failing on push, different ones each time.

What I suspect: The validate_trace_spans() function (which I believe validates presence of LLM spans) is synchronous, while some of our examples involve async logic and await agent calls. There are chances the spans haven’t fully flushed/exported by the time validation kicks in.This might just be a race condition between span export and validation but this just all in theory for now.

Few examples are failing due to backend failure, o3 example is busted, @areibman pushed it yesterday as it was working on his machine, will need to check what the actual reason is behind its failure. ag2, web_search and mem0 were already busted, needs fixing as discussed yesterday.

[dot-agi]

Left some comments for improvements.

AutoGen example notebooks are not clean at all. They are copypasta from the Python scripts. I cannot stress the importance enoughof having clean and structured notebooks as they provide the users with running examples out of the box.

Please look at the other notebooks and structure the content properly.