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Talk Intermediate

Pick your Player: Which agent framework is right for you?

Proposal status is Rejected
Session Description

You’ve decided to build an AI agent - but now you're confused which framework to pick. LangChain, Semantic Kernel, crewAI, Autogen… the list is endless. Each framework sounds promising, but which one actually fits your use case?

This session helps you cut through the hype. We’ll compare four leading agentic frameworks

  • Langchain

  • CrewAI

  • Semantic Kernel

  • Autogen

based on real world needs like flexibility, orchestration, integrations, memory handling, and more with live demo and code and side by side comparison. We'll talk about which frameworks are right for which usecases backing it up with code samples to drive the point home.

You'll walk away with a practical decision making guide to pick the right framework, so you can build smarter agents without wasting time on the wrong tools.

Key Takeaways

The hype around agents is real and there are new frameworks being released everyday. This session aims to address what to focus on when it comes to building agents

The attendees will learn the strengths and tradeoff of choosing a framework and how to pick the right agent framework for their particular usecases.

Real world examples of how different frameworks handle collaboration, memory, orchestration, and autonomy with code snippets will help attendees to understand the level of control developer gets with their choice of framework

They will leave with a starter kit of resources which includes code to repo and a evaluation metric to compare new frameworks against while building agents

References

Session Categories

Technology architecture

Which track are you applying for?

Main track

Speakers

Asha Holla
Asha Holla Analytics Engineer | Bloom Value

Asha is an Analytics Engineer at Bloom Value, solving problems in the US healthcare space with tech. She’s passionate about integrating AI and LLMs into everyday workflows to make work faster, smarter and sometimes just more fun.

She enjoys building solutions that automate “10-minute tasks” (even if it takes her 10 hours to perfect them). When shes not geeking out over data, Asha is a technical blogger, content creator, and speaker who belives knowldege multiplies when shared. She’s also an advocate for inclusive tech communities and an active ally supporting women in tech