Agentic 2

satya - 2/22/2025, 2:27:08 PM

My previous notes on it

My previous notes on it

satya - 2/22/2025, 2:28:17 PM

A reddit discussion

A reddit discussion

satya - 2/22/2025, 2:29:28 PM

Summary

  1. pydantic-ai
  2. huggingface smolagents
  3. storm
  4. autogen
  5. AG2 (suggested as a successor to AutoGen)
  6. CREO-1
  7. Atomic Agents (by BrainBlend-AI)

satya - 2/22/2025, 3:29:05 PM

Langroid: https://github.com/langroid/langroid

Langroid: https://github.com/langroid/langroid

satya - 2/22/2025, 3:33:27 PM

Comparing AG, LangGraph, and Crew

satya - 2/22/2025, 3:36:02 PM

Key adoption in the order of the 3

  1. AG (30k)
  2. Crew (20k)
  3. LangGraph (10k)

satya - 2/22/2025, 3:36:29 PM

Features

  1. Streaming
  2. Human loop
  3. Time travel to look back
  4. Memory
  5. Low code

satya - 2/22/2025, 3:37:50 PM

AutoGen architecture diagrams

Show images for: AutoGen architecture diagrams

satya - 2/22/2025, 3:41:29 PM

Briefly

  1. Actor based
  2. Message passing

satya - 2/22/2025, 3:42:55 PM

Also based on chats

Also based on chats

satya - 2/22/2025, 3:43:05 PM

AutoGen getting started

AutoGen getting started

Search for: AutoGen getting started

satya - 2/22/2025, 3:43:28 PM

Getting started

Getting started

satya - 2/22/2025, 3:45:04 PM

An example of an agent convesations

satya - 2/22/2025, 3:45:39 PM

AG Learning curve: 10/10, fast

AG Learning curve: 10/10, fast

satya - 2/22/2025, 3:47:52 PM

AutoGen Ecosystem

AutoGen Ecosystem

Search for: AutoGen Ecosystem

satya - 2/22/2025, 3:48:42 PM

The link first

The link first

satya - 2/22/2025, 6:42:09 PM

Autogen Github page

Autogen Github page

satya - 2/22/2025, 6:45:32 PM

MS Autogen Feature list

MS Autogen Feature list

Search for: MS Autogen Feature list

satya - 2/22/2025, 7:25:39 PM

New focus

  1. complete redesign of the AutoGen library, aimed at improving
  2. code quality,
  3. robustness,
  4. generality,
  5. and the scalability of agentic workflows.

satya - 2/22/2025, 7:26:04 PM

Features are listed here on MS site

Features are listed here on MS site

satya - 2/22/2025, 7:26:26 PM

Layers

satya - 2/22/2025, 7:27:27 PM

Feaures

  1. Asynchronous messaging: Agents communicate through asynchronous messages, supporting both event-driven and request/response interaction patterns.
  2. Modular and extensible: Users can easily customize systems with pluggable components, including custom agents, tools, memory, and models. They can also build proactive and long-running agents.
  3. Observability and debugging: Built-in tools provide tracking, tracing, and debugging agent interactions and workflows, with support for OpenTelemetry for industry-standard observability.
  4. Scalable and distributed: Users can design complex, distributed agent networks that operate seamlessly across organizational boundaries.
  5. Built-in and community extensions: The extensions module enhances the framework?s functionality with advanced model clients, agents, multi-agent teams, and tools for agentic workflows. Support for community extensions allows open-source developers to manage their own extensions.
  6. Cross-language support: This update enables interoperability between agents built in different programming languages, with current support for Python and .NET and additional languages in development.
  7. Full type support: Interfaces now enforce type checks at build time, ensuring robust and cohesive code quality.

satya - 2/22/2025, 7:42:44 PM

Autogen Research blogs

Autogen Research blogs