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docs: replaced initialize_agent with create_react_agent in dalle_image_generator.ipynb (#30697)

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## Description:

Replaced deprecated 'initialize_agent' with 'create_react_agent' in
dalle_image_generator.ipynb
## Issue:
#29277

## Dependencies:
None

## Twitter handle:
@Thatopman

---------

Co-authored-by: Chester Curme <chester.curme@gmail.com>
This commit is contained in:
aaronlaitner 2025-04-07 06:33:52 -07:00 committed by GitHub
parent e935da0b12
commit 4f9f97bd12
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1 changed files with 37 additions and 49 deletions
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86
docs/docs/integrations/tools/dalle_image_generator.ipynb
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@ -24,7 +24,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 4, "execution_count": null,
"metadata": { "metadata": {
"id": "q-k8wmp0zquh" "id": "q-k8wmp0zquh"
}, },
@ -34,7 +34,7 @@
"\n", "\n",
"from langchain_openai import OpenAI\n", "from langchain_openai import OpenAI\n",
"\n", "\n",
"os.environ[\"OPENAI_API_KEY\"] = \"<your-key-here>\"" "os.environ[\"OPENAI_API_KEY\"] = \"insertapikey\""
] ]
}, },
{ {
@ -47,7 +47,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 2, "execution_count": null,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
@ -75,20 +75,9 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 4, "execution_count": null,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [],
{
"data": {
"text/plain": [
"'https://oaidalleapiprodscus.blob.core.windows.net/private/org-i0zjYONU3PemzJ222esBaAzZ/user-f6uEIOFxoiUZivy567cDSWni/img-i7Z2ZxvJ4IbbdAiO6OXJgS3v.png?st=2023-08-11T14%3A03%3A14Z&se=2023-08-11T16%3A03%3A14Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-08-10T20%3A58%3A32Z&ske=2023-08-11T20%3A58%3A32Z&sks=b&skv=2021-08-06&sig=/sECe7C0EAq37ssgBm7g7JkVIM/Q1W3xOstd0Go6slA%3D'"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [ "source": [
"image_url" "image_url"
] ]
@ -135,34 +124,38 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 9, "execution_count": null,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
"\u001b[32;1m\u001b[1;3m What is the best way to turn this description into an image?\n",
"Action: Dall-E Image Generator\n",
"Action Input: A spooky Halloween night at a haunted museum\u001b[0mhttps://oaidalleapiprodscus.blob.core.windows.net/private/org-rocrupyvzgcl4yf25rqq6d1v/user-WsxrbKyP2c8rfhCKWDyMfe8N/img-ogKfqxxOS5KWVSj4gYySR6FY.png?st=2023-01-31T07%3A38%3A25Z&se=2023-01-31T09%3A38%3A25Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-01-30T22%3A19%3A36Z&ske=2023-01-31T22%3A19%3A36Z&sks=b&skv=2021-08-06&sig=XsomxxBfu2CP78SzR9lrWUlbask4wBNnaMsHamy4VvU%3D\n",
"\n",
"Observation: \u001b[36;1m\u001b[1;3mhttps://oaidalleapiprodscus.blob.core.windows.net/private/org-rocrupyvzgcl4yf25rqq6d1v/user-WsxrbKyP2c8rfhCKWDyMfe8N/img-ogKfqxxOS5KWVSj4gYySR6FY.png?st=2023-01-31T07%3A38%3A25Z&se=2023-01-31T09%3A38%3A25Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-01-30T22%3A19%3A36Z&ske=2023-01-31T22%3A19%3A36Z&sks=b&skv=2021-08-06&sig=XsomxxBfu2CP78SzR9lrWUlbask4wBNnaMsHamy4VvU%3D\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3m With the image generated, I can now make my final answer.\n",
"Final Answer: An image of a Halloween night at a haunted museum can be seen here: https://oaidalleapiprodscus.blob.core.windows.net/private/org-rocrupyvzgcl4yf25rqq6d1v/user-WsxrbKyP2c8rfhCKWDyMfe8N/img-ogKfqxxOS5KWVSj4gYySR6FY.png?st=2023-01-31T07%3A38%3A25Z&se=2023-01-31T09%3A38%3A25Z&sp=r&sv=2021-08-06&sr=b&rscd=inline&rsct=image/png&skoid=6aaadede-4fb3-4698-a8f6-684d7786b067&sktid=a48cca56-e6da-484e-a814-9c849652bcb3&skt=2023-01-30T22\u001b[0m\n",
"\n",
"\u001b[1m> Finished chain.\u001b[0m\n"
]
}
],
"source": [ "source": [
"from langchain.agents import initialize_agent, load_tools\n", "from langchain_community.tools.openai_dalle_image_generation import (\n",
" OpenAIDALLEImageGenerationTool,\n",
")\n",
"from langchain_community.utilities.dalle_image_generator import DallEAPIWrapper\n",
"from langchain_openai import ChatOpenAI\n",
"from langgraph.prebuilt import create_react_agent\n",
"\n", "\n",
"tools = load_tools([\"dalle-image-generator\"])\n", "llm = ChatOpenAI(model=\"gpt-3.5-turbo\", temperature=0)\n",
"agent = initialize_agent(tools, llm, agent=\"zero-shot-react-description\", verbose=True)\n", "api_wrapper = DallEAPIWrapper()\n",
"output = agent.run(\"Create an image of a halloween night at a haunted museum\")" "dalle_tool = OpenAIDALLEImageGenerationTool(api_wrapper=api_wrapper)\n",
"\n",
"tools = [dalle_tool]\n",
"\n",
"agent = create_react_agent(llm, tools, debug=True)\n",
"\n",
"# User prompt\n",
"prompt = \"Create an image of a halloween night at a haunted museum\"\n",
"\n",
"messages = [\n",
" # \"role\": \"user\" Indicates message is coming from user\n",
" # \"content\": prompt is where the user's input is placed\n",
" {\"role\": \"user\", \"content\": prompt}\n",
"]\n",
"\n",
"# Sending the message to be processed and adjusted by ChatGPT, after which is sent through DALL-E\n",
"response = agent.invoke({\"messages\": messages})\n",
"\n",
"print(response)"
] ]
} }
], ],
@ -171,9 +164,9 @@
"provenance": [] "provenance": []
}, },
"kernelspec": { "kernelspec": {
"display_name": "Python 3 (ipykernel)", "display_name": "Python (langchain-env)",
"language": "python", "language": "python",
"name": "python3" "name": "langchain-env"
}, },
"language_info": { "language_info": {
"codemirror_mode": { "codemirror_mode": {
@ -185,12 +178,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.10.12" "version": "3.12.9"
},
"vscode": {
"interpreter": {
"hash": "3570c8892273ffbeee7ead61dc7c022b73551d9f55fb2584ac0e8e8920b18a89"
}
} }
}, },
"nbformat": 4, "nbformat": 4,