We’ve been building the Langroid[1] Multi-Agent LLM framework, starting several months before AutoGen. Langroid has an elegant Inter-agent orchestration mechanism[2], among many other things. We’ve taken a measured approach to avoid bloat and excess abstractions (unlike that other framework that I won’t mention :) )
Langroid is an intuitive, lightweight, extensible and principled Python framework to easily build LLM-powered applications, from ex-CMU and UW-Madison researchers. You set up Agents, equip them with optional components (LLM, vector-store and tools/functions), assign them tasks, and have them collaboratively solve a problem by exchanging messages.
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They've also got Autogen and Promptflow, seems like Microsoft just has random teams doing their own thing with lots of overlap
And all are of dubious quality as well
We’ve been building the Langroid[1] Multi-Agent LLM framework, starting several months before AutoGen. Langroid has an elegant Inter-agent orchestration mechanism[2], among many other things. We’ve taken a measured approach to avoid bloat and excess abstractions (unlike that other framework that I won’t mention :) )
[1] https://github.com/langroid/langroid
From the README:
Langroid is an intuitive, lightweight, extensible and principled Python framework to easily build LLM-powered applications, from ex-CMU and UW-Madison researchers. You set up Agents, equip them with optional components (LLM, vector-store and tools/functions), assign them tasks, and have them collaboratively solve a problem by exchanging messages.
[2] Docs on Task Delegation https://langroid.github.io/langroid/quick-start/multi-agent-...