{ "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.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 }