{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Messages" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In AutoGen AgentChat, _messages_ facilitate communication and information exchange with other agents, orchestrators, and applications. AgentChat supports various message types, each designed for specific purposes." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Types of Messages\n", "\n", "At a high level, messages in AgentChat can be categorized into two types: agent-agent messages and an agent's internal events and messages.\n", "\n", "### Agent-Agent Messages\n", "AgentChat supports many message types for agent-to-agent communication. They belong to the union type {py:class}`~autogen_agentchat.messages.ChatMessage`. This message type allows both text and multimodal communication and subsumes other message types, such as {py:class}`~autogen_agentchat.messages.TextMessage` or {py:class}`~autogen_agentchat.messages.MultiModalMessage`.\n", "\n", "For example, the following code snippet demonstrates how to create a text message, which accepts a string content and a string source:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from autogen_agentchat.messages import TextMessage\n", "\n", "text_message = TextMessage(content=\"Hello, world!\", source=\"User\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, the following code snippet demonstrates how to create a multimodal message, which accepts\n", "a list of strings or {py:class}`~autogen_core.Image` objects:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "<img 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\"/>" ], "text/plain": [ "<autogen_core._image.Image at 0x10d96e710>" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from io import BytesIO\n", "\n", "import requests\n", "from autogen_agentchat.messages import MultiModalMessage\n", "from autogen_core import Image as AGImage\n", "from PIL import Image\n", "\n", "pil_image = Image.open(BytesIO(requests.get(\"https://picsum.photos/300/200\").content))\n", "img = AGImage(pil_image)\n", "multi_modal_message = MultiModalMessage(content=[\"Can you describe the content of this image?\", img], source=\"User\")\n", "img" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The {py:class}`~autogen_agentchat.messages.TextMessage` and {py:class}`~autogen_agentchat.messages.MultiModalMessage` we have created can be passed to agents directly via the {py:class}`~autogen_agentchat.base.ChatAgent.on_messages` method, or as tasks given to a team {py:meth}`~autogen_agentchat.teams.BaseGroupChat.run` method. Messages are also used in the responses of an agent. We will explain these in more detail in [Agents](./agents.ipynb) and [Teams](./teams.ipynb)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Internal Events\n", "\n", "AgentChat also supports the concept of `events` - messages that are internal to an agent. These messages are used to communicate events and information on actions _within_ the agent itself, and belong to the union type {py:class}`~autogen_agentchat.messages.AgentEvent`.\n", "\n", "Examples of these include {py:class}`~autogen_agentchat.messages.ToolCallRequestEvent`, which indicates that a request was made to call a tool, and {py:class}`~autogen_agentchat.messages.ToolCallExecutionEvent`, which contains the results of tool calls.\n", "\n", "Typically, events are created by the agent itself and are contained in the {py:attr}`~autogen_agentchat.base.Response.inner_messages` field of the {py:class}`~autogen_agentchat.base.Response` returned from {py:class}`~autogen_agentchat.base.ChatAgent.on_messages`. If you are building a custom agent and have events that you want to communicate to other entities (e.g., a UI), you can include these in the {py:attr}`~autogen_agentchat.base.Response.inner_messages` field of the {py:class}`~autogen_agentchat.base.Response`. We will show examples of this in [Custom Agents](./custom-agents.ipynb).\n", "\n", "\n", "You can read about the full set of messages supported in AgentChat in the {py:mod}`~autogen_agentchat.messages` module. \n", "<!-- Note that this is not an exhaustive list, and you can create custom messages as needed by subclassing the {py:class}`~autogen_agentchat.messages.BaseMessage` class. -->" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.6" } }, "nbformat": 4, "nbformat_minor": 2 }