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Update index.md for better clarity and relationship between packages (#4896)

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Eric Zhu
2025-01-06 14:13:22 -08:00
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@@ -35,7 +35,7 @@ sd_hide_title: true
AutoGen
</h1>
<h3>
A framework for building AI agents and multi-agent applications
A framework for building AI agents and applications
</h3>
</div>
</div>
@@ -49,41 +49,21 @@ A framework for building AI agents and multi-agent applications
:::{grid-item-card}
:shadow: none
:margin: 2 0 0 0
:columns: 12 12 12 12
<div class="sd-card-title sd-font-weight-bold docutils">
{fas}`people-group;pst-color-primary`
AgentChat </div>
High-level API that includes preset agents and teams for building multi-agent systems.
```sh
pip install "autogen-agentchat==0.4.0.dev13"
```
💡 *Start here if you are looking for an API similar to AutoGen 0.2.*
+++
<a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-secondary reference internal" href="user-guide/agentchat-user-guide/quickstart.html"><span class="doc">Get Started</span></a>
<a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-secondary reference internal" href="user-guide/agentchat-user-guide/migration-guide.html"><span class="doc">Migration Guide (0.2.x to 0.4.x)</span></a>
:::
:::{grid-item-card}
:shadow: none
:margin: 2 0 0 0
:columns: 12 12 12 12
:columns: 12 12 6 6
<div class="sd-card-title sd-font-weight-bold docutils">
{fas}`book;pst-color-primary`
Magentic-One </div>
Magentic-One is a generalist multi-agent system for solving open-ended web and file-based tasks across a variety of domains.
A multi-agent assistant for web and file-based tasks.
Built on AgentChat.
```bash
% m1 "Find flights from Seattle to Paris and format the result in a table"
```
+++
```{button-ref} user-guide/agentchat-user-guide/magentic-one
:color: secondary
@@ -92,13 +72,17 @@ Get Started
:::
:::{grid-item-card} {fas}`palette;pst-color-primary` Studio
:::{grid-item-card} {fas}`palette;pst-color-primary` Studio [![PyPi autogenstudio](https://img.shields.io/badge/PyPi-autogen--studio-blue?logo=pypi)](https://pypi.org/project/autogenstudio/)
:shadow: none
:margin: 2 0 0 0
:columns: 12 12 12 12
:columns: 12 12 6 6
No-code platform for authoring and interacting with multi-agent teams.
An app for prototyping and managing agents without writing code.
Built on AgentChat.
```bash
% autogenstudio ui --port 8080
```
+++
@@ -110,17 +94,61 @@ Get Started
:::
:::{grid-item-card} {fas}`cube;pst-color-primary` Core
:::{grid-item-card}
:shadow: none
:margin: 2 0 0 0
:columns: 12 12 6 6
:columns: 12 12 12 12
Provides building blocks for creating asynchronous, event driven multi-agent systems.
<div class="sd-card-title sd-font-weight-bold docutils">
```sh
pip install "autogen-core==0.4.0.dev13"
{fas}`people-group;pst-color-primary` AgentChat
[![PyPi autogen-agentchat](https://img.shields.io/badge/PyPi-autogen--agentchat-blue?logo=pypi)](https://pypi.org/project/autogen-agentchat/0.4.0.dev13/)
</div>
A programming framework for building conversational single and multi-agent applications.
Built on Core.
```python
# pip install "autogen-agentchat==0.4.0.dev13" "autogen-ext[openai]==0.4.0.dev13" "yfinance" "matplotlib"
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_agentchat.ui import Console
from autogen_ext.models.openai import OpenAIChatCompletionClient
from autogen_ext.code_executors.local import LocalCommandLineCodeExecutor
from autogen_ext.tools.code_execution import PythonCodeExecutionTool
async def main() -> None:
tool = PythonCodeExecutionTool(LocalCommandLineCodeExecutor(work_dir="coding"))
agent = AssistantAgent("assistant", OpenAIChatCompletionClient(model="gpt-4o"), tools=[tool], reflect_on_tool_use=True)
await Console(agent.run_stream(task="Create a plot of MSFT stock prices in 2024 and save it to a file. Use yfinance and matplotlib."))
asyncio.run(main())
```
_Start here if you are building conversational agents. [Migrating from AutoGen 0.2?](./user-guide/agentchat-user-guide/migration-guide.md)._
+++
```{button-ref} user-guide/agentchat-user-guide/quickstart
:color: secondary
Get Started
```
:::
:::{grid-item-card} {fas}`cube;pst-color-primary` Core [![PyPi autogen-core](https://img.shields.io/badge/PyPi-autogen--core-blue?logo=pypi)](https://pypi.org/project/autogen-core/0.4.0.dev13/)
:shadow: none
:margin: 2 0 0 0
:columns: 12 12 12 12
An event-driven programming framework for building scalable multi-agent AI systems. Example scenarios:
* Deterministic and dynamic agentic workflows for business processes.
* Research on multi-agent collaboration.
* Distributed agents for multi-language applications.
_Start here if you are building workflows or distributed agent systems._
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```{button-ref} user-guide/core-user-guide/quickstart
@@ -131,24 +159,23 @@ Get Started
:::
:::{grid-item-card} {fas}`puzzle-piece;pst-color-primary` Extensions
:::{grid-item-card} {fas}`puzzle-piece;pst-color-primary` Extensions [![PyPi autogen-ext](https://img.shields.io/badge/PyPi-autogen--ext-blue?logo=pypi)](https://pypi.org/project/autogen-ext/0.4.0.dev13/)
:shadow: none
:margin: 2 0 0 0
:columns: 12 12 6 6
:columns: 12 12 12 12
Implementations of core components that interface with external services, or use extra dependencies. For example, Docker based code execution.
Implementations of Core and AgentChat components that interface with external services or other libraries.
You can find and use community extensions or create your own. Examples of built-in extensions:
```sh
pip install "autogen-ext==0.4.0.dev13"
```
* {py:class}`~autogen_ext.tools.langchain.LangChainToolAdapter` for using LangChain tools.
* {py:class}`~autogen_ext.agents.openai.OpenAIAssistantAgent` for using Assistant API.
* {py:class}`~autogen_ext.code_executors.docker.DockerCommandLineCodeExecutor` for running model-generated code in a Docker container.
* {py:class}`~autogen_ext.runtimes.grpc.GrpcWorkerAgentRuntime` for distributed agents.
+++
```{button-ref} user-guide/extensions-user-guide/index
:color: secondary
Get Started
```
<a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-secondary reference internal" href="user-guide/extensions-user-guide/discover.html"><span class="doc">Discover Community Extensions</span></a>
<a class="sd-sphinx-override sd-btn sd-text-wrap sd-btn-secondary reference internal" href="user-guide/extensions-user-guide/create-your-own.html"><span class="doc">Create New Extension</span></a>
:::