{ "cells": [ { "cell_type": "markdown", "id": "074b0004", "metadata": {}, "source": [ "# ChatGPT Plugin Retriever\n", "\n", "This notebook shows how to use the ChatGPT Retriever Plugin within LangChain.\n", "\n", "To set up the ChatGPT Retriever Plugin, please follow instructions [here](https://github.com/openai/chatgpt-retrieval-plugin)." ] }, { "cell_type": "code", "execution_count": 1, "id": "39d6074e", "metadata": {}, "outputs": [], "source": [ "from langchain.retrievers import ChatGPTPluginRetriever" ] }, { "cell_type": "code", "execution_count": 2, "id": "33fd23d1", "metadata": {}, "outputs": [], "source": [ "retriever = ChatGPTPluginRetriever(url=\"http://0.0.0.0:8000\", bearer_token=\"foo\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "16250bdf", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Document(page_content=\"This is Alice's phone number: 123-456-7890\", lookup_str='', metadata={'id': '456_0', 'metadata': {'source': 'email', 'source_id': '567', 'url': None, 'created_at': '1609592400.0', 'author': 'Alice', 'document_id': '456'}, 'embedding': None, 'score': 0.925571561}, lookup_index=0),\n", " Document(page_content='This is a document about something', lookup_str='', metadata={'id': '123_0', 'metadata': {'source': 'file', 'source_id': 'https://example.com/doc1', 'url': 'https://example.com/doc1', 'created_at': '1609502400.0', 'author': 'Alice', 'document_id': '123'}, 'embedding': None, 'score': 0.6987589}, lookup_index=0),\n", " Document(page_content='Team: Angels \"Payroll (millions)\": 154.49 \"Wins\": 89', lookup_str='', metadata={'id': '59c2c0c1-ae3f-4272-a1da-f44a723ea631_0', 'metadata': {'source': None, 'source_id': None, 'url': None, 'created_at': None, 'author': None, 'document_id': '59c2c0c1-ae3f-4272-a1da-f44a723ea631'}, 'embedding': None, 'score': 0.697888613}, lookup_index=0)]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "retriever.get_relevant_documents(\"alice's phone number\")" ] }, { "cell_type": "code", "execution_count": null, "id": "c8b5794b", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.1" } }, "nbformat": 4, "nbformat_minor": 5 }