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{
"cells": [
{
"cell_type": "markdown",
"id": "16f2c32e",
"metadata": {},
"source": [
"## Document Loading\n",
"\n",
"Load a blog post on agents."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "c9fadce0",
"metadata": {},
"outputs": [],
"source": [
"from langchain_community.document_loaders import WebBaseLoader\n",
"\n",
"loader = WebBaseLoader(\"https://lilianweng.github.io/posts/2023-06-23-agent/\")\n",
"text = loader.load()"
]
},
{
"cell_type": "markdown",
"id": "4086be03",
"metadata": {},
"source": [
"## Run Template\n",
"\n",
"In `server.py`, set -\n",
"```\n",
"add_routes(app, chain_ext, path=\"/extraction_openai_functions\")\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "ed507784",
"metadata": {},
"outputs": [],
"source": [
"from langserve.client import RemoteRunnable\n",
"\n",
"oai_function = RemoteRunnable(\"http://0.0.0.0:8001/extraction_openai_functions\")"
]
},
{
"cell_type": "markdown",
"id": "68046695",
"metadata": {},
"source": [
"The function wille extract paper titles and authors from an input."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "6dace748",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[{'title': 'Chain of Thought', 'author': 'Wei et al. 2022'},\n",
" {'title': 'Tree of Thoughts', 'author': 'Yao et al. 2023'},\n",
" {'title': 'LLM+P', 'author': 'Liu et al. 2023'}]"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"oai_function.invoke({\"input\": text[0].page_content[0:4000]})"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "langserve",
"language": "python",
"name": "langserve"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.16"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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