|
| 1 | +{ |
| 2 | + "cells": [ |
| 3 | + { |
| 4 | + "cell_type": "code", |
| 5 | + "execution_count": null, |
| 6 | + "id": "0", |
| 7 | + "metadata": {}, |
| 8 | + "outputs": [], |
| 9 | + "source": [ |
| 10 | + "from agentex import Agentex\n", |
| 11 | + "\n", |
| 12 | + "client = Agentex(base_url=\"http://localhost:5003\")" |
| 13 | + ] |
| 14 | + }, |
| 15 | + { |
| 16 | + "cell_type": "code", |
| 17 | + "execution_count": null, |
| 18 | + "id": "1", |
| 19 | + "metadata": {}, |
| 20 | + "outputs": [], |
| 21 | + "source": [ |
| 22 | + "AGENT_NAME = \"s010-multiturn\"" |
| 23 | + ] |
| 24 | + }, |
| 25 | + { |
| 26 | + "cell_type": "code", |
| 27 | + "execution_count": null, |
| 28 | + "id": "2", |
| 29 | + "metadata": {}, |
| 30 | + "outputs": [], |
| 31 | + "source": [ |
| 32 | + "# # (Optional) Create a new task. If you don't create a new task, each message will be sent to a new task. The server will create the task for you.\n", |
| 33 | + "\n", |
| 34 | + "# import uuid\n", |
| 35 | + "\n", |
| 36 | + "# TASK_ID = str(uuid.uuid4())[:8]\n", |
| 37 | + "\n", |
| 38 | + "# rpc_response = client.agents.rpc_by_name(\n", |
| 39 | + "# agent_name=AGENT_NAME,\n", |
| 40 | + "# method=\"task/create\",\n", |
| 41 | + "# params={\n", |
| 42 | + "# \"name\": f\"{TASK_ID}-task\",\n", |
| 43 | + "# \"params\": {}\n", |
| 44 | + "# }\n", |
| 45 | + "# )\n", |
| 46 | + "\n", |
| 47 | + "# task = rpc_response.result\n", |
| 48 | + "# print(task)" |
| 49 | + ] |
| 50 | + }, |
| 51 | + { |
| 52 | + "cell_type": "code", |
| 53 | + "execution_count": null, |
| 54 | + "id": "3", |
| 55 | + "metadata": {}, |
| 56 | + "outputs": [], |
| 57 | + "source": [ |
| 58 | + "# Test non streaming response\n", |
| 59 | + "from agentex.types import TextContent\n", |
| 60 | + "\n", |
| 61 | + "# The response is expected to be a list of TaskMessage objects, which is a union of the following types:\n", |
| 62 | + "# - TextContent: A message with just text content \n", |
| 63 | + "# - DataContent: A message with JSON-serializable data content\n", |
| 64 | + "# - ToolRequestContent: A message with a tool request, which contains a JSON-serializable request to call a tool\n", |
| 65 | + "# - ToolResponseContent: A message with a tool response, which contains response object from a tool call in its content\n", |
| 66 | + "\n", |
| 67 | + "# When processing the message/send response, if you are expecting more than TextContent, such as DataContent, ToolRequestContent, or ToolResponseContent, you can process them as well\n", |
| 68 | + "\n", |
| 69 | + "rpc_response = client.agents.send_message(\n", |
| 70 | + " agent_name=AGENT_NAME,\n", |
| 71 | + " params={\n", |
| 72 | + " \"content\": {\"type\": \"text\", \"author\": \"user\", \"content\": \"Hello what can you do?\"},\n", |
| 73 | + " \"stream\": False\n", |
| 74 | + " }\n", |
| 75 | + ")\n", |
| 76 | + "\n", |
| 77 | + "if not rpc_response or not rpc_response.result:\n", |
| 78 | + " raise ValueError(\"No result in response\")\n", |
| 79 | + "\n", |
| 80 | + "# Extract and print just the text content from the response\n", |
| 81 | + "for task_message in rpc_response.result:\n", |
| 82 | + " content = task_message.content\n", |
| 83 | + " if isinstance(content, TextContent):\n", |
| 84 | + " text = content.content\n", |
| 85 | + " print(text)\n" |
| 86 | + ] |
| 87 | + }, |
| 88 | + { |
| 89 | + "cell_type": "code", |
| 90 | + "execution_count": null, |
| 91 | + "id": "4", |
| 92 | + "metadata": {}, |
| 93 | + "outputs": [], |
| 94 | + "source": [ |
| 95 | + "# Test streaming response\n", |
| 96 | + "from agentex.types.text_delta import TextDelta\n", |
| 97 | + "from agentex.types.task_message_update import StreamTaskMessageFull, StreamTaskMessageDelta\n", |
| 98 | + "\n", |
| 99 | + "# The result object of message/send will be a TaskMessageUpdate which is a union of the following types:\n", |
| 100 | + "# - StreamTaskMessageStart: \n", |
| 101 | + "# - An indicator that a streaming message was started, doesn't contain any useful content\n", |
| 102 | + "# - StreamTaskMessageDelta: \n", |
| 103 | + "# - A delta of a streaming message, contains the text delta to aggregate\n", |
| 104 | + "# - StreamTaskMessageDone: \n", |
| 105 | + "# - An indicator that a streaming message was done, doesn't contain any useful content\n", |
| 106 | + "# - StreamTaskMessageFull: \n", |
| 107 | + "# - A non-streaming message, there is nothing to aggregate, since this contains the full message, not deltas\n", |
| 108 | + "\n", |
| 109 | + "# Whenn processing StreamTaskMessageDelta, if you are expecting more than TextDeltas, such as DataDelta, ToolRequestDelta, or ToolResponseDelta, you can process them as well\n", |
| 110 | + "# Whenn processing StreamTaskMessageFull, if you are expecting more than TextContent, such as DataContent, ToolRequestContent, or ToolResponseContent, you can process them as well\n", |
| 111 | + "\n", |
| 112 | + "for agent_rpc_response_chunk in client.agents.send_message_stream(\n", |
| 113 | + " agent_name=AGENT_NAME,\n", |
| 114 | + " params={\n", |
| 115 | + " \"content\": {\"type\": \"text\", \"author\": \"user\", \"content\": \"Hello what can you do?\"},\n", |
| 116 | + " \"stream\": True\n", |
| 117 | + " }\n", |
| 118 | + "):\n", |
| 119 | + " # We know that the result of the message/send when stream is set to True will be a TaskMessageUpdate\n", |
| 120 | + " task_message_update = agent_rpc_response_chunk.result\n", |
| 121 | + " # Print oly the text deltas as they arrive or any full messages\n", |
| 122 | + " if isinstance(task_message_update, StreamTaskMessageDelta):\n", |
| 123 | + " delta = task_message_update.delta\n", |
| 124 | + " if isinstance(delta, TextDelta):\n", |
| 125 | + " print(delta.text_delta, end=\"\", flush=True)\n", |
| 126 | + " else:\n", |
| 127 | + " print(f\"Found non-text {type(task_message)} object in streaming message.\")\n", |
| 128 | + " elif isinstance(task_message_update, StreamTaskMessageFull):\n", |
| 129 | + " content = task_message_update.content\n", |
| 130 | + " if isinstance(content, TextContent):\n", |
| 131 | + " print(content.content)\n", |
| 132 | + " else:\n", |
| 133 | + " print(f\"Found non-text {type(task_message)} object in full message.\")\n" |
| 134 | + ] |
| 135 | + }, |
| 136 | + { |
| 137 | + "cell_type": "code", |
| 138 | + "execution_count": null, |
| 139 | + "id": "5", |
| 140 | + "metadata": {}, |
| 141 | + "outputs": [], |
| 142 | + "source": [] |
| 143 | + } |
| 144 | + ], |
| 145 | + "metadata": { |
| 146 | + "kernelspec": { |
| 147 | + "display_name": ".venv", |
| 148 | + "language": "python", |
| 149 | + "name": "python3" |
| 150 | + }, |
| 151 | + "language_info": { |
| 152 | + "codemirror_mode": { |
| 153 | + "name": "ipython", |
| 154 | + "version": 3 |
| 155 | + }, |
| 156 | + "file_extension": ".py", |
| 157 | + "mimetype": "text/x-python", |
| 158 | + "name": "python", |
| 159 | + "nbconvert_exporter": "python", |
| 160 | + "pygments_lexer": "ipython3", |
| 161 | + "version": "3.12.9" |
| 162 | + } |
| 163 | + }, |
| 164 | + "nbformat": 4, |
| 165 | + "nbformat_minor": 5 |
| 166 | +} |
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