diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 55b86d3..4931fca 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -72,7 +72,7 @@ repos: args: [ "--ignore-words-list", - "astroid,gallary,momento,narl,ot,rouge,nin,gere,te,inh", + "astroid,gallary,momento,narl,ot,rouge,nin,gere,te,inh,vor", ] - repo: https://github.com/srstevenson/nb-clean rev: 3.1.0 diff --git a/examples/demo_advanced_weaviate.ipynb b/examples/demo_advanced_weaviate.ipynb index 6af4115..a00bac1 100644 --- a/examples/demo_advanced_weaviate.ipynb +++ b/examples/demo_advanced_weaviate.ipynb @@ -1,2889 +1,2741 @@ { - "cells": [ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Advanced RAG with LlamaParse + Weaviate\n", + "\n", + "\"Open\n", + "\n", + "This notebook shows you how to use `LlamaParse` for advancd RAG applications with `LlamaIndex` and [Weaviate](https://weaviate.io/).\n", + "\n", + "This notebook is similar to the `demo_advanced.ipynb` notebook, with the main difference being the usage of [Weaviate](https://weaviate.io/) as a vector store.\n", + "\n", + "Note for this example, we are using the `llama_index >=0.10.4` version" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "metadata": { - "id": "7p7KwgDentU-" - }, - "source": [ - "# Advanced RAG with LlamaParse + Weaviate\n", - "\n", - "\"Open\n", - "\n", - "This notebook shows you how to use `LlamaParse` for advancd RAG applications with `LlamaIndex` and [Weaviate](https://weaviate.io/).\n", - "\n", - "This notebook is similar to the `demo_advanced.ipynb` notebook, with the main difference being the usage of [Weaviate](https://weaviate.io/) as a vector store.\n", - "\n", - "Note for this example, we are using the `llama_index >=0.10.4` version" - ] - }, + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Note: you may need to restart the kernel to use updated packages.\n" + ] + } + ], + "source": [ + "%pip install -qU llama-index\n", + "%pip install -qU llama-index-core\n", + "%pip install -qU llama-index-embeddings-openai\n", + "%pip install -qU llama-index-postprocessor-flag-embedding-reranker\n", + "%pip install -qU git+https://github.com/FlagOpen/FlagEmbedding.git\n", + "%pip install -qU llama-parse\n", + "%pip install -qU weaviate-client\n", + "%pip install -qU llama-index-vector-stores-weaviate" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "id": "4hA42ZKkntU_" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", - "Note: you may need to restart the kernel to use updated packages.\n", - "\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", - "Note: you may need to restart the kernel to use updated packages.\n", - "\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", - "Note: you may need to restart the kernel to use updated packages.\n", - "\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", - "Note: you may need to restart the kernel to use updated packages.\n", - "\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", - "Note: you may need to restart the kernel to use updated packages.\n", - "\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", - "Note: you may need to restart the kernel to use updated packages.\n", - "\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", - "Note: you may need to restart the kernel to use updated packages.\n", - "\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.2.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", - "Note: you may need to restart the kernel to use updated packages.\n" - ] - } - ], - "source": [ - "%pip install -qU llama-index\n", - "%pip install -qU llama-index-core\n", - "%pip install -qU llama-index-embeddings-openai\n", - "%pip install -qU llama-index-postprocessor-flag-embedding-reranker\n", - "%pip install -qU git+https://github.com/FlagOpen/FlagEmbedding.git\n", - "%pip install -qU llama-parse\n", - "%pip install -qU weaviate-client\n", - "%pip install -qU llama-index-vector-stores-weaviate" - ] - }, + "name": "stdout", + "output_type": "stream", + "text": [ + "--2024-05-14 11:16:13-- https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 1260185 (1,2M) [application/octet-stream]\n", + "Saving to: ‘./uber_10q_march_2022.pdf’\n", + "\n", + "./uber_10q_march_20 100%[===================>] 1,20M --.-KB/s in 0,1s \n", + "\n", + "2024-05-14 11:16:13 (11,4 MB/s) - ‘./uber_10q_march_2022.pdf’ saved [1260185/1260185]\n", + "\n" + ] + } + ], + "source": [ + "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf' -O './uber_10q_march_2022.pdf'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some OpenAI and LlamaParse details\n", + "\n", + "* Get an Llama Cloud API key from https://cloud.llamaindex.ai\n", + "* Get an OpenAI API key from https://openai.com\n", + "* Get a Weaviate key from [Weaviate Cloud Services](https://console.weaviate.cloud) with a 14-day free trial. (See [alternative installation options](https://weaviate.io/developers/weaviate/installation) without API keys)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# llama-parse is async-first, running the async code in a notebook requires the use of nest_asyncio\n", + "import nest_asyncio\n", + "\n", + "nest_asyncio.apply()\n", + "\n", + "import os\n", + "\n", + "# API access to llama-cloud\n", + "os.environ[\"LLAMA_CLOUD_API_KEY\"] = \"llx-\"\n", + "\n", + "# Using OpenAI API for embeddings/llms\n", + "os.environ[\"OPENAI_API_KEY\"] = \"sk-\"\n", + "\n", + "# Using Weaviate Cloud Services for vector store\n", + "os.environ[\"WEAVIATE_URL\"] = \"https://\"\n", + "os.environ[\"WEAVIATE_API_KEY\"] = \"\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from llama_index.llms.openai import OpenAI\n", + "from llama_index.embeddings.openai import OpenAIEmbedding\n", + "from llama_index.core import Settings\n", + "\n", + "embed_model = OpenAIEmbedding(model=\"text-embedding-3-small\")\n", + "llm = OpenAI(model=\"gpt-3.5-turbo-0125\")\n", + "\n", + "Settings.llm = llm\n", + "Settings.embed_model = embed_model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Using brand new `LlamaParse` PDF reader for PDF Parsing\n", + "\n", + "We feed the Uber March 2022 10QA into LlamaParse to get back the Markdown representation.\n", + "\n", + "We also compare two different retrieval/query engine strategies:\n", + "1. Using raw Markdown text as nodes for building index and apply simple query engine for generating the results;\n", + "2. Using `MarkdownElementNodeParser` for parsing the `LlamaParse` output Markdown results and building recursive retriever query engine for generation." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Started parsing the file under job_id ab4da644-bfac-4f83-a94d-b08c758bc1e5\n" + ] + } + ], + "source": [ + "from llama_parse import LlamaParse\n", + "\n", + "documents = LlamaParse(result_type=\"markdown\").load_data(\"./uber_10q_march_2022.pdf\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "# UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C. 20549\n", + "\n", + "# FORM 10-Q\n", + "\n", + "(Mark One)\n", + "\n", + "QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 For the quarterly period ended March 31, 2022\n", + "\n", + "Commission File Number: 001-38902\n", + "\n", + "UBER TECHNOLOGIES, INC.\n", + "\n", + "(Exact name of registrant as specified in its charter)\n", + "\n", + "Not Applicable\n", + "\n", + "(Former name, former address and former fiscal year, if changed since last report)\n", + "\n", + "Delaware 45-2647441\n", + "\n", + "(State or other jurisdiction of incorporation or organization) 1515 3rd Street (I.R.S. Employer Identification No.)\n", + "\n", + "San Francisco, California 94158\n", + "\n", + "(Address of principal executive offices, including zip code)\n", + "\n", + "(415) 612-8582\n", + "\n", + "(Registrant’s telephone number, including area code)\n", + "\n", + "Securities registered pursuant to Section 12(b) of the Act:\n", + "\n", + "|Title of each class|Trading Symbol(s)|Name of each exchange on which registered|\n", + "|---|---|---|\n", + "|Common Stock, par value $0.00001 per share|UBER|New York Stock Exchange|\n", + "\n", + "Indicate by ch...\n" + ] + } + ], + "source": [ + "print(documents[0].text[:1000] + \"...\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup Weaviate Vector Database" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from llama_index.core import VectorStoreIndex, StorageContext\n", + "from llama_index.vector_stores.weaviate import WeaviateVectorStore\n", + "import weaviate\n", + "\n", + "# Connect to your Weaviate instance without using WCS:\n", + "# client = weaviate.Client(\n", + "# url = os.environ[\"WEAVIATE_URL\"],\n", + "# auth_client_secret=weaviate.auth.AuthApiKey(api_key=os.environ[\"WEAVIATE_API_KEY\"]),\n", + "# )\n", + "\n", + "client = weaviate.connect_to_wcs(\n", + " cluster_url=os.environ[\"WEAVIATE_URL\"],\n", + " auth_credentials=weaviate.auth.AuthApiKey(api_key=os.environ[\"WEAVIATE_API_KEY\"]),\n", + ")\n", + "\n", + "# Define two storage classes representing two collections (to compare advanced approach vs. baseline)\n", + "weaviate_db_store_advanced = WeaviateVectorStore(\n", + " weaviate_client=client,\n", + " index_name=\"Weaviate_v_table_llamaparse_advanced\",\n", + ")\n", + "\n", + "weaviate_db_store_base = WeaviateVectorStore(\n", + " weaviate_client=client,\n", + " index_name=\"Weaviate_v_table_llamaparse_base\",\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Index Data, Get Query Engine\n", + "\n", + "We compare two different retrieval/query engine strategies:\n", + "1. Using raw Markdown text as nodes for building index and apply simple query engine for generating the results;\n", + "2. Using `MarkdownElementNodeParser` for parsing the `LlamaParse` output Markdown results and building recursive retriever query engine for generation." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from llama_index.core.node_parser import MarkdownElementNodeParser\n", + "\n", + "node_parser = MarkdownElementNodeParser(\n", + " llm=OpenAI(model=\"gpt-3.5-turbo-0125\"), num_workers=8\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "84it [00:00, 207492.07it/s]\n", + "100%|██████████| 84/84 [00:30<00:00, 2.79it/s]\n" + ] + } + ], + "source": [ + "nodes = node_parser.get_nodes_from_documents(documents)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "base_nodes, objects = node_parser.get_nodes_and_objects(nodes)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from llama_index.core import StorageContext\n", + "\n", + "storage_context_advanced = StorageContext.from_defaults(\n", + " vector_store=weaviate_db_store_advanced\n", + ")\n", + "storage_context_base = StorageContext.from_defaults(vector_store=weaviate_db_store_base)\n", + "\n", + "recursive_index = VectorStoreIndex(\n", + " nodes=base_nodes + objects, storage_context=storage_context_advanced\n", + ")\n", + "\n", + "raw_index = VectorStoreIndex.from_documents(\n", + " documents, storage_context=storage_context_base\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# add this to avoid any ID errors during querying\n", + "recursive_index.index_struct.nodes_dict = {}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/ajit/Repositories/weaviate/llamaparse_weaviate_rag/venv/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n", + "/Users/ajit/Repositories/weaviate/llamaparse_weaviate_rag/venv/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "from llama_index.postprocessor.flag_embedding_reranker import FlagEmbeddingReranker\n", + "\n", + "reranker = FlagEmbeddingReranker(\n", + " top_n=5,\n", + " model=\"BAAI/bge-reranker-large\",\n", + ")\n", + "\n", + "recursive_query_engine = recursive_index.as_query_engine(\n", + " similarity_top_k=15,\n", + " node_postprocessors=[reranker],\n", + " verbose=True,\n", + ")\n", + "\n", + "raw_query_engine = raw_index.as_query_engine(\n", + " similarity_top_k=15, node_postprocessors=[reranker], verbose=True\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "318\n" + ] + } + ], + "source": [ + "print(len(nodes))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Using `new LlamaParse` as pdf data parsing methods and retrieve tables with two different methods\n", + "We compare base query engine vs recursive query engine with tables" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Table Query Task: Queries for Table Question Answering" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "***********New LlamaParse+ Basic Query Engine***********\n", + "$22 for the three months ended March 31, 2021 and $41 for the three months ended March 31, 2022.\n", + "\u001b[1;3;38;2;11;159;203mRetrieval entering 19cb886a-4b34-4f97-a3ed-7f9dd786f9a2: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 0972ab3f-0b9d-482c-9699-06e8c7133b75: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 3156ca5e-212f-49e5-8918-7ad346785eac: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering da0cac7c-9fb5-4cdd-ad8c-d1dcab1420d1: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering f92a9bbd-cb5f-43f7-8b36-16dbe8031f85: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", + "\u001b[0m\n", + "***********New LlamaParse+ Recursive Retriever Query Engine***********\n", + "Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information is $22 for the current period and $41 for the corresponding prior period.\n" + ] + } + ], + "source": [ + "query = \"how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\"\n", + "\n", + "response_1 = raw_query_engine.query(query)\n", + "print(\"\\n***********New LlamaParse+ Basic Query Engine***********\")\n", + "print(response_1)\n", + "\n", + "response_2 = recursive_query_engine.query(query)\n", + "print(\"\\n***********New LlamaParse+ Recursive Retriever Query Engine***********\")\n", + "print(response_2)" + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "***********New LlamaParse+ Basic Query Engine***********\n", + "The change in free cash flow from the financial and operational highlights is a decrease from $(682) million in 2021 to $(47) million in 2022. The rate of change in free cash flow is an improvement of approximately 93.1% from 2021 to 2022.\n", + "\u001b[1;3;38;2;11;159;203mRetrieval entering 3156ca5e-212f-49e5-8918-7ad346785eac: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering da0cac7c-9fb5-4cdd-ad8c-d1dcab1420d1: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 48f46e9a-6a18-4730-9402-c4c18b28b293: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 657cff85-1bbc-41ab-9ac7-97ce10e8573e: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering a0e9c52a-e22a-471d-b72a-eb5b721dfbfa: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 0972ab3f-0b9d-482c-9699-06e8c7133b75: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 279fc5b5-9ddb-4192-9d94-d8d9eed665ad: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering dd405766-1201-4dd8-9387-2efbd86b1b11: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 9d4b7a9b-1fe0-4ff6-8cc3-c035e8478be6: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", + "\u001b[0m\n", + "***********New LlamaParse+ Recursive Retriever Query Engine***********\n", + "The change in free cash flow from the financial and operational highlights is a decrease of $635 million from 2021 to 2022. This represents a significant negative rate of change in free cash flow.\n" + ] + } + ], + "source": [ + "query = \"what is the change of free cash flow and what is the rate from the financial and operational highlights?\"\n", + "\n", + "response_1 = raw_query_engine.query(query)\n", + "print(\"\\n***********New LlamaParse+ Basic Query Engine***********\")\n", + "print(response_1)\n", + "\n", + "response_2 = recursive_query_engine.query(query)\n", + "print(\"\\n***********New LlamaParse+ Recursive Retriever Query Engine***********\")\n", + "print(response_2)" + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "***********New LlamaParse+ Basic Query Engine***********\n", + "The net loss attributable to Uber Technologies, Inc. in the current year is $5,930 million, which is an increase compared to the net loss of $108 million in the same period last year.\n", + "\u001b[1;3;38;2;11;159;203mRetrieval entering 3da863bf-c970-4349-aac8-e7ca7a440dd8: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering eafe5da1-0b9d-4e0b-8d42-d67967a2abd6: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 6cfe0434-9275-4e70-8d37-d5a0488a7ed5: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 11ed173e-5d6e-4624-b9b1-e501de451f1e: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering e6ad0c43-6b8a-4274-9d61-dd30975ca333: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 37546b76-8ec5-463a-a8c8-ea3b5c6c64c3: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 1778c572-787f-4bcd-830c-f9f75b4b8ad3: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 1c8c5ce1-da86-40b4-8056-ee83b2a6a2a0: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 0aaee655-f2e2-428c-b726-46eed2a594c3: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering dfafd8dd-01cc-4ce8-ac4c-8e2c682258eb: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 4f4033af-266b-4df8-8e15-74e2470587c2: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", + "\u001b[0m\n", + "***********New LlamaParse+ Recursive Retriever Query Engine***********\n", + "The net loss value attributable to Uber Technologies, Inc. this year is $5,930 million, which is higher compared to last year's net loss of $108 million.\n" + ] + } + ], + "source": [ + "query = \"what is the net loss value attributable to Uber compared to last year?\"\n", + "\n", + "response_1 = raw_query_engine.query(query)\n", + "print(\"\\n***********New LlamaParse+ Basic Query Engine***********\")\n", + "print(response_1)\n", + "\n", + "response_2 = recursive_query_engine.query(query)\n", + "print(\"\\n***********New LlamaParse+ Recursive Retriever Query Engine***********\")\n", + "print(response_2)" + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "YuTu_mIintVA", - "outputId": "72d5c8d0-c0b7-4f46-ff5a-185d0546938e" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "--2024-05-14 11:16:13-- https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 1260185 (1,2M) [application/octet-stream]\n", - "Saving to: ‘./uber_10q_march_2022.pdf’\n", - "\n", - "./uber_10q_march_20 100%[===================>] 1,20M --.-KB/s in 0,1s \n", - "\n", - "2024-05-14 11:16:13 (11,4 MB/s) - ‘./uber_10q_march_2022.pdf’ saved [1260185/1260185]\n", - "\n" - ] - } + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "***********New LlamaParse+ Basic Query Engine***********\n", + "Cash flows from investing activities were negative in both periods, with higher cash outflows in the three months ended March 31, 2021 compared to the three months ended March 31, 2022. In 2021, the net cash used in investing activities was $250 million, primarily driven by significant purchases of non-marketable equity securities, marketable securities, and a note receivable. In contrast, in 2022, the net cash used in investing activities decreased to $135 million, mainly due to lower spending on property and equipment, and an acquisition of a business, net of cash acquired.\n", + "\u001b[1;3;38;2;11;159;203mRetrieval entering f92a9bbd-cb5f-43f7-8b36-16dbe8031f85: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering dd405766-1201-4dd8-9387-2efbd86b1b11: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 19cb886a-4b34-4f97-a3ed-7f9dd786f9a2: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 48f46e9a-6a18-4730-9402-c4c18b28b293: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 657cff85-1bbc-41ab-9ac7-97ce10e8573e: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering a0e9c52a-e22a-471d-b72a-eb5b721dfbfa: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 0972ab3f-0b9d-482c-9699-06e8c7133b75: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", + "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering ca602e7b-d558-461b-9e32-7b2c394b695f: TextNode\n", + "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", + "\u001b[0m\n", + "***********New LlamaParse+ Recursive Retriever Query Engine***********\n", + "Cash flows from investing activities decreased from $(250) in the first quarter of 2021 to $(135) in the first quarter of 2022. This decrease was primarily driven by reductions in purchases of non-marketable equity securities and acquisition of businesses, net of cash acquired. Additionally, there was a decrease in purchases of property and equipment during the same period.\n" + ] + } + ], + "source": [ + "query = \"What were cash flows like from investing activities?\"\n", + "\n", + "response_1 = raw_query_engine.query(query)\n", + "print(\"\\n***********New LlamaParse+ Basic Query Engine***********\")\n", + "print(response_1)\n", + "\n", + "response_2 = recursive_query_engine.query(query)\n", + "print(\"\\n***********New LlamaParse+ Recursive Retriever Query Engine***********\")\n", + "print(response_2)" + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" 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"IPY_MODEL_bd258cdc609e48209a0d12350ede7ce9" ], - "source": [ - "!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf' -O './uber_10q_march_2022.pdf'" - ] + "layout": "IPY_MODEL_6a8de7592f87470697565aa4d60ba01f" + } }, - { - "cell_type": "markdown", - "metadata": { - "id": "qZCzLT30ntVB" - }, - "source": [ - "Some OpenAI and LlamaParse details\n", - "\n", - "* Get an Llama Cloud API key from https://cloud.llamaindex.ai\n", - "* Get an OpenAI API key from https://openai.com\n", - "* Get a Weaviate key from [Weaviate Cloud Services](https://console.weaviate.cloud) with a 14-day free trial. (See [alternative installation options](https://weaviate.io/developers/weaviate/installation) without API keys)\n" - ] + "63f5600f0f3c4c52ab8c6cd28d6276f8": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "id": "DxTzrsE1ntVB" - }, - "outputs": [], - "source": [ - "# llama-parse is async-first, running the async code in a notebook requires the use of nest_asyncio\n", - "import nest_asyncio\n", - "nest_asyncio.apply()\n", - "\n", - "import os\n", - "# API access to llama-cloud\n", - "os.environ[\"LLAMA_CLOUD_API_KEY\"] = \"llx-\"\n", - "\n", - "# Using OpenAI API for embeddings/llms\n", - "os.environ[\"OPENAI_API_KEY\"] = \"sk-\"\n", - "\n", - "# Using Weaviate Cloud Services for vector store\n", - "os.environ[\"WEAVIATE_URL\"] = \"https://\"\n", - "os.environ[\"WEAVIATE_API_KEY\"] = \"\"" - ] + "6558287378f54fe0b4afe4ed987964c2": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_7cb2800ab927483281ef8a954c2e557c", + "placeholder": "​", + "style": "IPY_MODEL_d8358225ce324983a30cffe5a9eca636", + "value": " 17.1M/17.1M [00:01<00:00, 13.4MB/s]" + } }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "id": "UvyN00kzntVB" - }, - "outputs": [], - "source": [ - "from llama_index.llms.openai import OpenAI\n", - "from llama_index.embeddings.openai import OpenAIEmbedding\n", - "from llama_index.core import Settings\n", - "\n", - "embed_model=OpenAIEmbedding(model=\"text-embedding-3-small\")\n", - "llm = OpenAI(model=\"gpt-3.5-turbo-0125\")\n", - "\n", - "Settings.llm = llm\n", - "Settings.embed_model = embed_model" - ] + "65b2beaa0742419d880937ce58b516a5": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } }, - { - "cell_type": "markdown", - "metadata": { - "id": "X7hW4coHntVB" - }, - "source": [ - "## Using brand new `LlamaParse` PDF reader for PDF Parsing\n", - "\n", - "We feed the Uber March 2022 10QA into LlamaParse to get back the Markdown representation.\n", - "\n", - "We also compare two different retrieval/query engine strategies:\n", - "1. Using raw Markdown text as nodes for building index and apply simple query engine for generating the results;\n", - "2. Using `MarkdownElementNodeParser` for parsing the `LlamaParse` output Markdown results and building recursive retriever query engine for generation." - ] + "6a42f1cd40df4e47bf6aacff1db03a85": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "FloatProgressModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "FloatProgressModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "ProgressView", + "bar_style": "success", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_5f94b77268b94f0685dc1bba9f5f436a", + "max": 801, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_25f853ce8c3548e7be503656d0935c89", + "value": 801 + } }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "8xg2g7TzntVB", - "outputId": "d99c9a3a-a93f-4d2a-da7f-89942ed96a22" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Started parsing the file under job_id ab4da644-bfac-4f83-a94d-b08c758bc1e5\n" - ] - } + "6a8de7592f87470697565aa4d60ba01f": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + 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"IPY_MODEL_e01bb663c0174a049d7e8592cf1b9a67", + "max": 2239618772, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_953070fe18944a7bb5c0a411dc32a486", + "value": 2239618772 + } + }, + "71e9366038e442a2ac9292171f8796cc": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "7471e3f971ed4d2aa3e02a70f6733657": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_1d33e1a4e4af4513a1f6d47ba807366b", + "IPY_MODEL_0ac2cc9a40074b058937e1bd27cf0aa8", + "IPY_MODEL_6558287378f54fe0b4afe4ed987964c2" ], - "source": [ - "from llama_parse import LlamaParse\n", - "\n", - "documents = LlamaParse(result_type=\"markdown\").load_data('./uber_10q_march_2022.pdf')" - ] + "layout": "IPY_MODEL_d09c66bf006c4448b40fd5177e437144" + } }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "s7ImhHxPntVB", - "outputId": "560b4838-4d02-4a8d-c483-23afbce62b66" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "# UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C. 20549\n", - "\n", - "# FORM 10-Q\n", - "\n", - "(Mark One)\n", - "\n", - "QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 For the quarterly period ended March 31, 2022\n", - "\n", - "Commission File Number: 001-38902\n", - "\n", - "UBER TECHNOLOGIES, INC.\n", - "\n", - "(Exact name of registrant as specified in its charter)\n", - "\n", - "Not Applicable\n", - "\n", - "(Former name, former address and former fiscal year, if changed since last report)\n", - "\n", - "Delaware 45-2647441\n", - "\n", - "(State or other jurisdiction of incorporation or organization) 1515 3rd Street (I.R.S. Employer Identification No.)\n", - "\n", - "San Francisco, California 94158\n", - "\n", - "(Address of principal executive offices, including zip code)\n", - "\n", - "(415) 612-8582\n", - "\n", - "(Registrant’s telephone number, including area code)\n", - "\n", - "Securities registered pursuant to Section 12(b) of the Act:\n", - "\n", - "|Title of each class|Trading Symbol(s)|Name of each exchange on which registered|\n", - "|---|---|---|\n", - "|Common Stock, par value $0.00001 per share|UBER|New York Stock Exchange|\n", - "\n", - "Indicate by ch...\n" - ] - } + "74c4bed321a9467cb010d98954f3ae5c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + }, + "7515b4a393394389939edb46fe8ba044": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_006f63d3c2254b9e93beb8a302203cac", + "IPY_MODEL_6a42f1cd40df4e47bf6aacff1db03a85", + "IPY_MODEL_f8d3530a71fa4fc2876b8967264398a0" ], - "source": [ - "print(documents[0].text[:1000] + '...')" - ] + "layout": "IPY_MODEL_71e9366038e442a2ac9292171f8796cc" + } }, - { - "cell_type": "markdown", - "metadata": { - "id": "OfH4HAC8ntVB" - }, - "source": [ - "## Setup Weaviate Vector Database" - ] + "759e8693cf5a4484bc2fb2fb2b3ca831": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "id": "Sw3hJF-NntVB", - "tags": [] - }, - "outputs": [], - "source": [ - "from llama_index.core import VectorStoreIndex, StorageContext\n", - "from llama_index.vector_stores.weaviate import WeaviateVectorStore\n", - "import weaviate\n", - "\n", - "# Connect to your Weaviate instance without using WCS:\n", - "# client = weaviate.Client(\n", - "# url = os.environ[\"WEAVIATE_URL\"],\n", - "# auth_client_secret=weaviate.auth.AuthApiKey(api_key=os.environ[\"WEAVIATE_API_KEY\"]),\n", - "# )\n", - "\n", - "client = weaviate.connect_to_wcs(\n", - " cluster_url = os.environ[\"WEAVIATE_URL\"],\n", - " auth_credentials=weaviate.auth.AuthApiKey(api_key=os.environ[\"WEAVIATE_API_KEY\"]),\n", - ")\n", - "\n", - "# Define two storage classes representing two collections (to compare advanced approach vs. baseline)\n", - "weaviate_db_store_advanced = WeaviateVectorStore(\n", - " weaviate_client = client,\n", - " index_name = \"Weaviate_v_table_llamaparse_advanced\",\n", - ")\n", - "\n", - "weaviate_db_store_base = WeaviateVectorStore(\n", - " weaviate_client = client,\n", - " index_name = \"Weaviate_v_table_llamaparse_base\",\n", - ")" - ] + "766c4249a9a9424383ec4dc03171fe2d": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_63f5600f0f3c4c52ab8c6cd28d6276f8", + "placeholder": "​", + "style": "IPY_MODEL_04858dac5fb54ac4a29f0422a87c584f", + "value": " 5.07M/5.07M [00:00<00:00, 25.5MB/s]" + } }, - { - "cell_type": "markdown", - "metadata": { - "id": "lhRCMl6FntVB" - }, - "source": [ - "## Index Data, Get Query Engine\n", - "\n", - "We compare two different retrieval/query engine strategies:\n", - "1. Using raw Markdown text as nodes for building index and apply simple query engine for generating the results;\n", - "2. Using `MarkdownElementNodeParser` for parsing the `LlamaParse` output Markdown results and building recursive retriever query engine for generation." - ] + "7b555749a87e429787c9d6c563028b2a": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "id": "Swu7zl9-ntVB" - }, - "outputs": [], - "source": [ - "from llama_index.core.node_parser import MarkdownElementNodeParser\n", - "\n", - "node_parser = MarkdownElementNodeParser(\n", - " llm=OpenAI(model=\"gpt-3.5-turbo-0125\"), num_workers=8\n", - ")" - ] + "7cb2800ab927483281ef8a954c2e557c": { + 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"description_tooltip": null, + "layout": "IPY_MODEL_ab94570de99345139a13bc54d6ed061a", + "max": 443, + "min": 0, + "orientation": "horizontal", + "style": "IPY_MODEL_4efacf7ee46b4cb0ac5de5d09e18fea0", + "value": 443 + } + }, + "a5d560d9f8bc457382c9b069e9cae8e4": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_e09e3700d121411ca99dbd3f1b3607f6", + "IPY_MODEL_715c5ef904d040e0beadd8ffa68f4939", + "IPY_MODEL_09e75b51a95f458381787d7b783df8f4" ], - "source": [ - "nodes = node_parser.get_nodes_from_documents(documents)" - ] + "layout": "IPY_MODEL_6f96bf592b4e4a6d9f283b4f90dc7d24" + } }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "id": "CPzjnRf3ntVC" - }, - "outputs": [], - "source": [ - "base_nodes, objects = node_parser.get_nodes_and_objects(nodes)" - ] + "a96f1a0d6f4a4dd89d900dcd48c0508e": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "id": "4zpijLaxntVC" - }, - "outputs": [], - "source": [ - "from llama_index.core import StorageContext\n", - "\n", - "storage_context_advanced = StorageContext.from_defaults(\n", - " vector_store=weaviate_db_store_advanced\n", - ")\n", - "storage_context_base = StorageContext.from_defaults(vector_store=weaviate_db_store_base)\n", - "\n", - "recursive_index = VectorStoreIndex(\n", - " nodes=base_nodes + objects, storage_context=storage_context_advanced\n", - ")\n", - "\n", - "raw_index = VectorStoreIndex.from_documents(documents, storage_context=storage_context_base)" - ] + "ab94570de99345139a13bc54d6ed061a": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "# add this to avoid any ID errors during querying\n", - "recursive_index.index_struct.nodes_dict = {}" - ] + "bc9bebb88b884ce9a7791d800d89d364": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": 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Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n", - "/Users/ajit/Repositories/weaviate/llamaparse_weaviate_rag/venv/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.\n", - " warnings.warn(\n" - ] - } + "bd258cdc609e48209a0d12350ede7ce9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HTMLView", + "description": "", + "description_tooltip": null, + "layout": "IPY_MODEL_a264a4419a9141b08201defdb8ce774b", + "placeholder": "​", + "style": "IPY_MODEL_7b555749a87e429787c9d6c563028b2a", + "value": " 279/279 [00:00<00:00, 12.5kB/s]" + } + }, + "c78f6cb93aed421ea7fbc38fbaa61c02": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_bc9bebb88b884ce9a7791d800d89d364", + "IPY_MODEL_89f50e9003b34c9dae302264294bf60c", + "IPY_MODEL_766c4249a9a9424383ec4dc03171fe2d" ], - "source": [ - "from llama_index.postprocessor.flag_embedding_reranker import FlagEmbeddingReranker\n", - "\n", - "reranker = FlagEmbeddingReranker(\n", - " top_n=5,\n", - " model=\"BAAI/bge-reranker-large\",\n", - ")\n", - "\n", - "recursive_query_engine = recursive_index.as_query_engine(\n", - " similarity_top_k=15,\n", - " node_postprocessors=[reranker],\n", - " verbose=True,\n", - ")\n", - "\n", - "raw_query_engine = raw_index.as_query_engine(similarity_top_k=15, node_postprocessors=[reranker], verbose=True)" - ] + "layout": "IPY_MODEL_8c1a28586406435c851ef10f7027e6d9" + } }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "7g3YOTdentVC", - "outputId": "bd5a0128-f8b6-496e-cdcc-ffc678231735" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "318\n" - ] - } + "c9f1845f37544c03893f8ef7135c1b14": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HBoxModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HBoxModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "HBoxView", + "box_style": "", + "children": [ + "IPY_MODEL_70cdec84b6de4dc3b54c613f0aa6821b", + "IPY_MODEL_a2d7ffad2701438d93084461991b124e", + "IPY_MODEL_2a946a71be2f486bb53485ef3c2f517d" ], - "source": [ - "print(len(nodes))" - ] + "layout": "IPY_MODEL_65b2beaa0742419d880937ce58b516a5" + } }, - { - "cell_type": "markdown", - "metadata": { - "id": "JKB5ob20ntVC" - }, - "source": [ - "## Using `new LlamaParse` as pdf data parsing methods and retrieve tables with two different methods\n", - "We compare base query engine vs recursive query engine with tables" - ] + "ca60b543c2e340728a5a914c1ffa85e9": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } }, - { - "cell_type": "markdown", - "metadata": { - "id": "64W13Am7ntVC" - }, - "source": [ - "### Table Query Task: Queries for Table Question Answering" - ] + "d09c66bf006c4448b40fd5177e437144": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 722 - }, - "id": "PvGNofsVntVC", - "outputId": "c515aa40-6a5a-4878-d3cb-fcb4de263bfe" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "***********New LlamaParse+ Basic Query Engine***********\n", - "$22 for the three months ended March 31, 2021 and $41 for the three months ended March 31, 2022.\n", - "\u001b[1;3;38;2;11;159;203mRetrieval entering 19cb886a-4b34-4f97-a3ed-7f9dd786f9a2: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 0972ab3f-0b9d-482c-9699-06e8c7133b75: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 3156ca5e-212f-49e5-8918-7ad346785eac: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering da0cac7c-9fb5-4cdd-ad8c-d1dcab1420d1: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering f92a9bbd-cb5f-43f7-8b36-16dbe8031f85: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\n", - "\u001b[0m\n", - "***********New LlamaParse+ Recursive Retriever Query Engine***********\n", - "Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information is $22 for the current period and $41 for the corresponding prior period.\n" - ] - } - ], - "source": [ - "query = \"how is the Cash paid for Income taxes, net of refunds from Supplemental disclosures of cash flow information?\"\n", - "\n", - "response_1 = raw_query_engine.query(query)\n", - "print(\"\\n***********New LlamaParse+ Basic Query Engine***********\")\n", - "print(response_1)\n", - "\n", - "response_2 = recursive_query_engine.query(query)\n", - "print(\"\\n***********New LlamaParse+ Recursive Retriever Query Engine***********\")\n", - "print(response_2)\n" - ] + "d46ea6c2652b49578d127f0b6824dd62": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } }, - { - "attachments": { - "image.png": { - "image/png": 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" - } - }, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "![image.png](attachment:image.png)" - ] + "d515504906304ec4b3adb6ae746f157b": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "id": "tNEvbEoAntVC" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "***********New LlamaParse+ Basic Query Engine***********\n", - "The change in free cash flow from the financial and operational highlights is a decrease from $(682) million in 2021 to $(47) million in 2022. The rate of change in free cash flow is an improvement of approximately 93.1% from 2021 to 2022.\n", - "\u001b[1;3;38;2;11;159;203mRetrieval entering 3156ca5e-212f-49e5-8918-7ad346785eac: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering da0cac7c-9fb5-4cdd-ad8c-d1dcab1420d1: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 48f46e9a-6a18-4730-9402-c4c18b28b293: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 657cff85-1bbc-41ab-9ac7-97ce10e8573e: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering a0e9c52a-e22a-471d-b72a-eb5b721dfbfa: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 0972ab3f-0b9d-482c-9699-06e8c7133b75: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 279fc5b5-9ddb-4192-9d94-d8d9eed665ad: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering dd405766-1201-4dd8-9387-2efbd86b1b11: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 9d4b7a9b-1fe0-4ff6-8cc3-c035e8478be6: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the change of free cash flow and what is the rate from the financial and operational highlights?\n", - "\u001b[0m\n", - "***********New LlamaParse+ Recursive Retriever Query Engine***********\n", - "The change in free cash flow from the financial and operational highlights is a decrease of $635 million from 2021 to 2022. This represents a significant negative rate of change in free cash flow.\n" - ] - } - ], - "source": [ - "query = \"what is the change of free cash flow and what is the rate from the financial and operational highlights?\"\n", - "\n", - "response_1 = raw_query_engine.query(query)\n", - "print(\"\\n***********New LlamaParse+ Basic Query Engine***********\")\n", - "print(response_1)\n", - "\n", - "response_2 = recursive_query_engine.query(query)\n", - "print(\"\\n***********New LlamaParse+ Recursive Retriever Query Engine***********\")\n", - "print(response_2)" - ] + "d7258a7fd5a94213953d3f01e242594c": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "HTMLModel", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "HTMLModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": 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" - } - }, - "cell_type": "markdown", - "metadata": { - "id": "BrIozzH8ntVC" - }, - "source": [ - "![image.png](attachment:image.png)" - ] + "d8358225ce324983a30cffe5a9eca636": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "DescriptionStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "id": "rurctpVLntVC" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "***********New LlamaParse+ Basic Query Engine***********\n", - "The net loss attributable to Uber Technologies, Inc. in the current year is $5,930 million, which is an increase compared to the net loss of $108 million in the same period last year.\n", - "\u001b[1;3;38;2;11;159;203mRetrieval entering 3da863bf-c970-4349-aac8-e7ca7a440dd8: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering eafe5da1-0b9d-4e0b-8d42-d67967a2abd6: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 6cfe0434-9275-4e70-8d37-d5a0488a7ed5: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 11ed173e-5d6e-4624-b9b1-e501de451f1e: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering e6ad0c43-6b8a-4274-9d61-dd30975ca333: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 37546b76-8ec5-463a-a8c8-ea3b5c6c64c3: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 1778c572-787f-4bcd-830c-f9f75b4b8ad3: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 1c8c5ce1-da86-40b4-8056-ee83b2a6a2a0: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 0aaee655-f2e2-428c-b726-46eed2a594c3: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering dfafd8dd-01cc-4ce8-ac4c-8e2c682258eb: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 4f4033af-266b-4df8-8e15-74e2470587c2: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query what is the net loss value attributable to Uber compared to last year?\n", - "\u001b[0m\n", - "***********New LlamaParse+ Recursive Retriever Query Engine***********\n", - "The net loss value attributable to Uber Technologies, Inc. this year is $5,930 million, which is higher compared to last year's net loss of $108 million.\n" - ] - } - ], - "source": [ - "query = \"what is the net loss value attributable to Uber compared to last year?\"\n", - "\n", - "response_1 = raw_query_engine.query(query)\n", - "print(\"\\n***********New LlamaParse+ Basic Query Engine***********\")\n", - "print(response_1)\n", - "\n", - "response_2 = recursive_query_engine.query(query)\n", - "print(\"\\n***********New LlamaParse+ Recursive Retriever Query Engine***********\")\n", - "print(response_2)" - ] + "da022004ae0c43c181942a2728378672": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } }, - { - "attachments": { - "image.png": { - "image/png": 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" - } - }, - "cell_type": "markdown", - "metadata": { - "id": "MPDE40qcntVC" - }, - "source": [ - "![image.png](attachment:image.png)" - ] + "db702b4dd6474865867581da73065071": { + "model_module": "@jupyter-widgets/controls", + "model_module_version": "1.5.0", + "model_name": "ProgressStyleModel", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "ProgressStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "bar_color": null, + "description_width": "" + } }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "id": "UO0m2cVRntVC" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "***********New LlamaParse+ Basic Query Engine***********\n", - "Cash flows from investing activities were negative in both periods, with higher cash outflows in the three months ended March 31, 2021 compared to the three months ended March 31, 2022. In 2021, the net cash used in investing activities was $250 million, primarily driven by significant purchases of non-marketable equity securities, marketable securities, and a note receivable. In contrast, in 2022, the net cash used in investing activities decreased to $135 million, mainly due to lower spending on property and equipment, and an acquisition of a business, net of cash acquired.\n", - "\u001b[1;3;38;2;11;159;203mRetrieval entering f92a9bbd-cb5f-43f7-8b36-16dbe8031f85: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering dd405766-1201-4dd8-9387-2efbd86b1b11: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 19cb886a-4b34-4f97-a3ed-7f9dd786f9a2: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 48f46e9a-6a18-4730-9402-c4c18b28b293: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 657cff85-1bbc-41ab-9ac7-97ce10e8573e: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering a0e9c52a-e22a-471d-b72a-eb5b721dfbfa: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering 0972ab3f-0b9d-482c-9699-06e8c7133b75: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", - "\u001b[0m\u001b[1;3;38;2;11;159;203mRetrieval entering ca602e7b-d558-461b-9e32-7b2c394b695f: TextNode\n", - "\u001b[0m\u001b[1;3;38;2;237;90;200mRetrieving from object TextNode with query What were cash flows like from investing activities?\n", - "\u001b[0m\n", - "***********New LlamaParse+ Recursive Retriever Query Engine***********\n", - "Cash flows from investing activities decreased from $(250) in the first quarter of 2021 to $(135) in the first quarter of 2022. This decrease was primarily driven by reductions in purchases of non-marketable equity securities and acquisition of businesses, net of cash acquired. Additionally, there was a decrease in purchases of property and equipment during the same period.\n" - ] - } - ], - "source": [ - "query = \"What were cash flows like from investing activities?\"\n", - "\n", - "response_1 = raw_query_engine.query(query)\n", - "print(\"\\n***********New LlamaParse+ Basic Query Engine***********\")\n", - "print(response_1)\n", - "\n", - "response_2 = recursive_query_engine.query(query)\n", - "print(\"\\n***********New LlamaParse+ Recursive Retriever Query Engine***********\")\n", - "print(response_2)" - ] + "dfc438554cd6454ca4d245a546b464a2": { + "model_module": "@jupyter-widgets/base", + "model_module_version": "1.2.0", + "model_name": "LayoutModel", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + 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" 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b/llama_parse/utils.py index 452783a..6e2c809 100644 --- a/llama_parse/utils.py +++ b/llama_parse/utils.py @@ -101,59 +101,93 @@ class Language(str, Enum): SUPPORTED_FILE_TYPES = [ ".pdf", - # Microsoft word - all versions + # document and presentations + ".602", + ".abw", + ".cgm", + ".cwk", ".doc", ".docx", ".docm", ".dot", - ".dotx", ".dotm", - # Rich text format - ".rtf", - # Microsoft Works - ".wps", - # Word Perfect - ".wpd", - # Open Office - ".sxw", - ".stw", - ".sxg", - # Apple - ".pages", - # Mac Write + ".hwp", + ".key", + ".lwp", ".mw", ".mcw", - # Unified Office Format text - ".uot", - ".uof", - ".uos", - ".uop", - # Microsoft powerpoints + ".pages", + ".pbd", ".ppt", + ".pptm", ".pptx", ".pot", - ".pptm", - ".potx", ".potm", - # Apple keynote - ".key", - # Open Office Presentations - ".odp", - ".odg", - ".otp", - ".fopd", - ".sxi", + ".potx", + ".rtf", + ".sda", + ".sdd", + ".sdp", + ".sdw", + ".sgl", ".sti", - # ebook + ".sxi", + ".sxw", + ".stw", + ".sxg", + ".txt", + ".uof", + ".uop", + ".uot", + ".vor", + ".wpd", + ".wps", + ".xml", + ".zabw", ".epub", - # html - ".html", - ".htm", - # media, + # images ".jpg", ".jpeg", ".png", - ".tiff", ".gif", + ".bmp", ".svg", + ".tiff", + ".webp", + # web + ".htm", + ".html", + # spreadsheets + ".xlsx", + ".xls", + ".xlsm", + ".xlsb", + ".xlw", + ".csv", + ".dif", + ".sylk", + ".slk", + ".prn", + ".numbers", + ".et", + ".ods", + ".fods", + ".uos1", + ".uos2", + ".dbf", + ".wk1", + ".wk2", + ".wk3", + ".wk4", + ".wks", + ".123", + ".wq1", + ".wq2", + ".wb1", + ".wb2", + ".wb3", + ".qpw", + ".xlr", + ".eth", + ".tsv", ]