gqt
234 lines
18 KiB
Plaintext
234 lines
18 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"id": "initial_id",
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"metadata": {
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"collapsed": true,
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"ExecuteTime": {
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"end_time": "2026-08-15T15:53:29.792161Z",
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"start_time": "2026-08-15T15:53:29.765234Z"
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}
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},
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"source": [
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"from typing import TypedDict\n",
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"from langgraph.graph import StateGraph, START, END\n",
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"from rich import print as rp\n",
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"\n",
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"\n",
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"class OverallState(TypedDict):\n",
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" initial_state: str\n",
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" node_a_output: str\n",
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" node_b_output: str\n",
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"\n",
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"\n",
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"def node_a(state: OverallState):\n",
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" return {\n",
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" \"node_a_output\": \"节点A执行完毕\"\n",
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" }\n",
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"\n",
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"\n",
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"def node_b(state: OverallState):\n",
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" return {\n",
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" \"node_b_output\": \"节点B执行完毕\"\n",
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" }"
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],
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"outputs": [],
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"execution_count": 4
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2026-08-15T15:53:30.127515Z",
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"start_time": "2026-08-15T15:53:29.793490Z"
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}
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},
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"cell_type": "code",
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"source": [
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"builder = StateGraph(state_schema=OverallState)\n",
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"builder.add_node(\"node_a\", node_a)\n",
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"builder.add_node(\"node_b\", node_b)\n",
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"builder.add_edge(START, \"node_a\")\n",
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"builder.add_edge(\"node_a\", \"node_b\")\n",
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"builder.add_edge(\"node_b\", END)\n",
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"\n",
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"graph = builder.compile()\n",
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"\n",
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"from IPython.display import display\n",
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"\n",
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"display(graph)"
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],
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"id": "e08b64a75c2e22d7",
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<langgraph.graph.state.CompiledStateGraph object at 0x10e8c1590>"
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],
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"image/png": 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"
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"execution_count": 5
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2026-08-15T15:53:30.210535Z",
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"start_time": "2026-08-15T15:53:30.128380Z"
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}
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},
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"cell_type": "code",
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"source": [
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"for chunk in graph.stream(\n",
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" {\"initial_state\": \"初始化状态，调用的时候传入\"},\n",
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" stream_mode=[\"values\",\"updates\"],\n",
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"):\n",
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" print(\"=\" * 50)\n",
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" rp(chunk)"
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],
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"id": "b634146ae211a527",
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"==================================================\n"
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]
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},
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{
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"data": {
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"text/plain": [
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"\u001B[1m(\u001B[0m\u001B[32m'values'\u001B[0m, \u001B[1m{\u001B[0m\u001B[32m'initial_state'\u001B[0m: \u001B[32m'初始化状态，调用的时候传入'\u001B[0m\u001B[1m}\u001B[0m\u001B[1m)\u001B[0m\n"
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],
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"text/html": [
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"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">'values'</span>, <span style=\"font-weight: bold\">{</span><span style=\"color: #008000; text-decoration-color: #008000\">'initial_state'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'初始化状态，调用的时候传入'</span><span style=\"font-weight: bold\">})</span>\n",
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"</pre>\n"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"==================================================\n"
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]
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},
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{
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"data": {
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"text/plain": [
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"\u001B[1m(\u001B[0m\u001B[32m'updates'\u001B[0m, \u001B[1m{\u001B[0m\u001B[32m'node_a'\u001B[0m: \u001B[1m{\u001B[0m\u001B[32m'node_a_output'\u001B[0m: \u001B[32m'节点A执行完毕'\u001B[0m\u001B[1m}\u001B[0m\u001B[1m}\u001B[0m\u001B[1m)\u001B[0m\n"
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],
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"text/html": [
|
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"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">'updates'</span>, <span style=\"font-weight: bold\">{</span><span style=\"color: #008000; text-decoration-color: #008000\">'node_a'</span>: <span style=\"font-weight: bold\">{</span><span style=\"color: #008000; text-decoration-color: #008000\">'node_a_output'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'节点A执行完毕'</span><span style=\"font-weight: bold\">}})</span>\n",
|
|
"</pre>\n"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"==================================================\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
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"text/plain": [
|
|
"\u001B[1m(\u001B[0m\u001B[32m'values'\u001B[0m, \u001B[1m{\u001B[0m\u001B[32m'initial_state'\u001B[0m: \u001B[32m'初始化状态，调用的时候传入'\u001B[0m, \u001B[32m'node_a_output'\u001B[0m: \u001B[32m'节点A执行完毕'\u001B[0m\u001B[1m}\u001B[0m\u001B[1m)\u001B[0m\n"
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],
|
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"text/html": [
|
|
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">'values'</span>, <span style=\"font-weight: bold\">{</span><span style=\"color: #008000; text-decoration-color: #008000\">'initial_state'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'初始化状态，调用的时候传入'</span>, <span style=\"color: #008000; text-decoration-color: #008000\">'node_a_output'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'节点A执行完毕'</span><span style=\"font-weight: bold\">})</span>\n",
|
|
"</pre>\n"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"==================================================\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"\u001B[1m(\u001B[0m\u001B[32m'updates'\u001B[0m, \u001B[1m{\u001B[0m\u001B[32m'node_b'\u001B[0m: \u001B[1m{\u001B[0m\u001B[32m'node_b_output'\u001B[0m: \u001B[32m'节点B执行完毕'\u001B[0m\u001B[1m}\u001B[0m\u001B[1m}\u001B[0m\u001B[1m)\u001B[0m\n"
|
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],
|
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"text/html": [
|
|
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">'updates'</span>, <span style=\"font-weight: bold\">{</span><span style=\"color: #008000; text-decoration-color: #008000\">'node_b'</span>: <span style=\"font-weight: bold\">{</span><span style=\"color: #008000; text-decoration-color: #008000\">'node_b_output'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'节点B执行完毕'</span><span style=\"font-weight: bold\">}})</span>\n",
|
|
"</pre>\n"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"==================================================\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"\u001B[1m(\u001B[0m\n",
|
|
" \u001B[32m'values'\u001B[0m,\n",
|
|
" \u001B[1m{\u001B[0m\n",
|
|
" \u001B[32m'initial_state'\u001B[0m: \u001B[32m'初始化状态，调用的时候传入'\u001B[0m,\n",
|
|
" \u001B[32m'node_a_output'\u001B[0m: \u001B[32m'节点A执行完毕'\u001B[0m,\n",
|
|
" \u001B[32m'node_b_output'\u001B[0m: \u001B[32m'节点B执行完毕'\u001B[0m\n",
|
|
" \u001B[1m}\u001B[0m\n",
|
|
"\u001B[1m)\u001B[0m\n"
|
|
],
|
|
"text/html": [
|
|
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">(</span>\n",
|
|
" <span style=\"color: #008000; text-decoration-color: #008000\">'values'</span>,\n",
|
|
" <span style=\"font-weight: bold\">{</span>\n",
|
|
" <span style=\"color: #008000; text-decoration-color: #008000\">'initial_state'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'初始化状态，调用的时候传入'</span>,\n",
|
|
" <span style=\"color: #008000; text-decoration-color: #008000\">'node_a_output'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'节点A执行完毕'</span>,\n",
|
|
" <span style=\"color: #008000; text-decoration-color: #008000\">'node_b_output'</span>: <span style=\"color: #008000; text-decoration-color: #008000\">'节点B执行完毕'</span>\n",
|
|
" <span style=\"font-weight: bold\">}</span>\n",
|
|
"<span style=\"font-weight: bold\">)</span>\n",
|
|
"</pre>\n"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"execution_count": 6
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 2
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython2",
|
|
"version": "2.7.6"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 5
|
|
}
|