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docs(notebook): update create-react-agent notebooks
- Clear all outputs for clean execution on create-react-agent-memory.ipynb - Clear all outputs for clean execution on create-react-agent-hitl.ipynb - Ready for end-to-end execution with Redis checkpoint
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‎examples/create-react-agent-hitl.ipynb‎

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"cell_type": "code",
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"execution_count": null,
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"id": "a213e11a-5c62-4ddb-a707-490d91add383",
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},
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"cell_type": "code",
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"id": "23a1885c-04ab-4750-aefa-105891fddf3e",
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"outputs": [
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{
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"name": "stdin",
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"text": [
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"OPENAI_API_KEY: ········\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"import getpass\n",
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"import os\n",
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},
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"cell_type": "code",
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"execution_count": 3,
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"execution_count": null,
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"id": "7a154152-973e-4b5d-aa13-48c617744a4c",
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"metadata": {},
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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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"0.2.0\n",
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"02:38:15 langgraph.checkpoint.redis INFO Redis client is a standalone client\n",
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"02:38:15 redisvl.index.index INFO Index already exists, not overwriting.\n",
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"02:38:15 redisvl.index.index INFO Index already exists, not overwriting.\n",
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},
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"/tmp/ipykernel_519/104821471.py:41: LangGraphDeprecatedSinceV10: create_react_agent has been moved to `langchain.agents`. Please update your import to `from langchain.agents import create_agent`. Deprecated in LangGraph V1.0 to be removed in V2.0.\n",
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" graph = create_react_agent(\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"# First we initialize the model we want to use.\n",
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"from langchain_openai import ChatOpenAI\n",
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},
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"cell_type": "code",
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"execution_count": null,
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"id": "16636975-5f2d-4dc7-ab8e-d0bea0830a28",
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"metadata": {},
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"outputs": [],

‎examples/create-react-agent-memory.ipynb‎

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"id": "a213e11a-5c62-4ddb-a707-490d91add383",
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"id": "23a1885c-04ab-4750-aefa-105891fddf3e",
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"outputs": [
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{
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"name": "stdin",
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"text": [
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"OPENAI_API_KEY: ········\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"import getpass\n",
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"import os\n",
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},
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"cell_type": "code",
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"id": "7a154152-973e-4b5d-aa13-48c617744a4c",
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"name": "stdout",
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"text": [
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"18:47:40 langgraph.checkpoint.redis INFO Redis client is a standalone client\n",
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"18:47:40 redisvl.index.index INFO Index already exists, not overwriting.\n",
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"18:47:40 redisvl.index.index INFO Index already exists, not overwriting.\n",
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"18:47:40 redisvl.index.index INFO Index already exists, not overwriting.\n"
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]
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"outputs": [],
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"source": [
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"# First we initialize the model we want to use.\n",
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"from langchain_openai import ChatOpenAI\n",
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"cell_type": "code",
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"cell_type": "code",
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"metadata": {},
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"outputs": [
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"text": [
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"================================\u001b[1m Human Message \u001b[0m=================================\n",
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"\n",
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"What's the weather in NYC?\n",
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"18:47:41 httpx INFO HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
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"==================================\u001b[1m Ai Message \u001b[0m==================================\n",
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"Tool Calls:\n",
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" get_weather (call_dszyH4rhcp3TcSjwI4iHLv4O)\n",
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" Call ID: call_dszyH4rhcp3TcSjwI4iHLv4O\n",
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" Args:\n",
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" location: New York City, NY\n",
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"=================================\u001b[1m Tool Message \u001b[0m=================================\n",
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"Name: get_weather\n",
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"\n",
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"It might be cloudy in nyc\n",
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"18:47:43 httpx INFO HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
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"==================================\u001b[1m Ai Message \u001b[0m==================================\n",
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"\n",
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"The weather in New York City might be cloudy. If you need more detailed information, feel free to ask!\n"
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]
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}
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],
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"outputs": [],
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"config = {\"configurable\": {\"thread_id\": \"1\"}}\n",
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"inputs = {\"messages\": [(\"user\", \"What's the weather in NYC?\")]}\n",
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"================================\u001b[1m Human Message \u001b[0m=================================\n",
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"\n",
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"What's it known for?\n",
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"18:47:49 httpx INFO HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n",
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"==================================\u001b[1m Ai Message \u001b[0m==================================\n",
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"\n",
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"New York City is known for a wide array of iconic features and cultural landmarks, including:\n",
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"\n",
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"1. **Statue of Liberty**: A symbol of freedom and democracy, located on Liberty Island.\n",
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"2. **Times Square**: Known for its bright lights, Broadway theaters, and bustling atmosphere.\n",
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"3. **Central Park**: A massive urban park offering a natural escape in the heart of the city.\n",
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"4. **Empire State Building**: An iconic skyscraper with observatories offering stunning city views.\n",
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"5. **Broadway**: Famous for its world-class theater productions and musicals.\n",
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"6. **Wall Street**: The financial hub of the U.S., home to the New York Stock Exchange.\n",
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"7. **Cultural Diversity**: A melting pot of cultures, languages, and cuisines.\n",
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"8. **Museums**: Including the Metropolitan Museum of Art, Museum of Modern Art (MoMA), and the American Museum of Natural History.\n",
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"9. **Cuisine**: Known for diverse food offerings, including New York-style pizza and bagels.\n",
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"10. **Fashion**: A global fashion capital, hosting events like New York Fashion Week.\n",
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"\n",
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"These are just a few highlights, as NYC is a city with endless attractions and a vibrant cultural scene.\n"
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]
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}
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],
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"outputs": [],
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"inputs = {\"messages\": [(\"user\", \"What's it known for?\")]}\n",
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"print_stream(graph.stream(inputs, config=config, stream_mode=\"values\"))"
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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}

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