From c836b57e6d886441928efcfc736cde970836d4ba Mon Sep 17 00:00:00 2001 From: LiuWH <65588374+Weihong-Liu@users.noreply.github.com> Date: Mon, 10 Jul 2023 14:07:47 +0800 Subject: [PATCH 1/2] =?UTF-8?q?Create=204.=E5=90=91=E9=87=8F=E6=95=B0?= =?UTF-8?q?=E6=8D=AE=E5=BA=93=E4=B8=8E=E8=AF=8D=E5=90=91=E9=87=8F=20Vector?= =?UTF-8?q?stores=20and=20Embeddings.ipynb?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...库与词向量 Vectorstores and Embeddings.ipynb | 853 ++++++++++++++++++ 1 file changed, 853 insertions(+) create mode 100644 content/LangChain Chat with Your Data/4.向量数据库与词向量 Vectorstores and Embeddings.ipynb diff --git a/content/LangChain Chat with Your Data/4.向量数据库与词向量 Vectorstores and Embeddings.ipynb b/content/LangChain Chat with Your Data/4.向量数据库与词向量 Vectorstores and Embeddings.ipynb new file mode 100644 index 0000000..9c7c267 --- /dev/null +++ b/content/LangChain Chat with Your Data/4.向量数据库与词向量 Vectorstores and Embeddings.ipynb @@ -0,0 +1,853 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "0d647f70", + "metadata": {}, + "source": [ + "# 第四章 向量数据库与词向量(Vectorstores and Embeddings)" + ] + }, + { + "cell_type": "markdown", + "id": "f4b4b9ed", + "metadata": {}, + "source": [ + "
\n", + " \n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "ea9da9ec", + "metadata": {}, + "source": [ + "回顾一下检索增强生成(RAG)的整体工作流程:" + ] + }, + { + "attachments": { + "overview.jpeg": { + "image/jpeg": 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+ } + }, + "cell_type": "markdown", + "id": "125247c2", + "metadata": {}, + "source": [ + "![overview.jpeg](attachment:overview.jpeg)" + ] + }, + { + "cell_type": "markdown", + "id": "88e5ba0b", + "metadata": {}, + "source": [ + "## 一、环境配置" + ] + }, + { + "cell_type": "markdown", + "id": "f3d033b6", + "metadata": {}, + "source": [ + "在当前文件夹下新建`.env`文件,内容为`OPENAI_API_KEY = \"sk-...\"`\n", + "\n", + "由于本章节需要使用`PyPDFLoader`、`Chroma`,故需要安装依赖包`pypdf`、`chromadb`" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "8ed9c2eb", + "metadata": {}, + "outputs": [], + "source": [ + "!pip install -Uq pypdf\n", + "!pip install -Uq chromadb" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "7f8d2266-4a35-4904-ae9d-c89790c5ae61", + "metadata": { + "height": 166, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import openai\n", + "import sys\n", + "sys.path.append('../..')\n", + "\n", + "from dotenv import load_dotenv, find_dotenv\n", + "_ = load_dotenv(find_dotenv()) # 读取本地.env文件\n", + "\n", + "openai.api_key = os.environ['OPENAI_API_KEY']" + ] + }, + { + "cell_type": "markdown", + "id": "460a54b0", + "metadata": {}, + "source": [ + "我们刚刚讨论了`Document Loading`(文档加载)和`Splitting`(分割)." + ] + }, + { + "cell_type": "markdown", + "id": "18e077a0", + "metadata": {}, + "source": [ + "## 二、读取文档" + ] + }, + { + "cell_type": "markdown", + "id": "0c1e123e", + "metadata": {}, + "source": [ + "下面文档的课程链接 https://see.stanford.edu/Course/CS229 ,可在该网站上下载对应的课程讲义" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "2437469e", + "metadata": { + "height": 249, + "tags": [] + }, + "outputs": [], + "source": [ + "from langchain.document_loaders import PyPDFLoader\n", + "\n", + "# 加载 PDF\n", + "loaders = [\n", + " # 故意添加重复文档,使数据混乱\n", + " PyPDFLoader(\"docs/cs229_lectures/MachineLearning-Lecture01.pdf\"),\n", + " PyPDFLoader(\"docs/cs229_lectures/MachineLearning-Lecture01.pdf\"),\n", + " PyPDFLoader(\"docs/cs229_lectures/MachineLearning-Lecture02.pdf\"),\n", + " PyPDFLoader(\"docs/cs229_lectures/MachineLearning-Lecture03.pdf\")\n", + "]\n", + "docs = []\n", + "for loader in loaders:\n", + " docs.extend(loader.load())" + ] + }, + { + "cell_type": "markdown", + "id": "4b497f5c", + "metadata": {}, + "source": [ + "在文档加载后,我们可以使用`RecursiveCharacterTextSplitter`(递归字符文本拆分器)来创建块。" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "eb44bf0d", + "metadata": { + "height": 115, + "tags": [] + }, + "outputs": [], + "source": [ + "# 分割文本\n", + "from langchain.text_splitter import RecursiveCharacterTextSplitter\n", + "text_splitter = RecursiveCharacterTextSplitter(\n", + " chunk_size = 1500, # 每个文本块的大小。这意味着每次切分文本时,会尽量使每个块包含 1500 个字符。\n", + " chunk_overlap = 150 # 每个文本块之间的重叠部分。\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b71e46cc", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "splits = text_splitter.split_documents(docs)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e061f22d", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "209" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(splits)" + ] + }, + { + "cell_type": "markdown", + "id": "848e26fd", + "metadata": {}, + "source": [ + "## 三、Embeddings\n", + "\n", + "什么是`Embeddings`?\n", + "\n", + "在机器学习和自然语言处理(NLP)中,`Embeddings`(嵌入)是一种将类别数据,如单词、句子或者整个文档,转化为实数向量的技术。这些实数向量可以被计算机更好地理解和处理。嵌入背后的主要想法是,相似或相关的对象在嵌入空间中的距离应该很近。\n", + "\n", + "举个例子,我们可以使用词嵌入(word embeddings)来表示文本数据。在词嵌入中,每个单词被转换为一个向量,这个向量捕获了这个单词的语义信息。例如,\"king\" 和 \"queen\" 这两个单词在嵌入空间中的位置将会非常接近,因为它们的含义相似。而 \"apple\" 和 \"orange\" 也会很接近,因为它们都是水果。而 \"king\" 和 \"apple\" 这两个单词在嵌入空间中的距离就会比较远,因为它们的含义不同。\n", + "\n", + "让我们取出我们的切分部分并对它们进行`Embedding`处理。" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d9dca7a8", + "metadata": { + "height": 47, + "tags": [] + }, + "outputs": [], + "source": [ + "from langchain.embeddings.openai import OpenAIEmbeddings\n", + "embedding = OpenAIEmbeddings()" + ] + }, + { + "cell_type": "markdown", + "id": "6ca11792", + "metadata": {}, + "source": [ + "在使用真实文档数据的例子之前,让我们用几个测试案例的句子来试试,以便了解`embedding`。\n", + "\n", + "下面有几个示例句子,其中前两个非常相似,第三个与之无关。然后我们可以使用`embedding`类为每个句子创建一个`embedding`。" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c4099521", + "metadata": { + "height": 64, + "tags": [] + }, + "outputs": [], + "source": [ + "sentence1 = \"我喜欢狗\"\n", + "sentence2 = \"我喜欢犬科动物\"\n", + "sentence3 = \"外面的天气很糟糕\"" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d553549a", + "metadata": { + "height": 64, + "tags": [] + }, + "outputs": [], + "source": [ + "embedding1 = embedding.embed_query(sentence1)\n", + "embedding2 = embedding.embed_query(sentence2)\n", + "embedding3 = embedding.embed_query(sentence3)" + ] + }, + { + "cell_type": "markdown", + "id": "6b2805d4", + "metadata": {}, + "source": [ + "然后我们可以使用`numpy`来比较它们,看看哪些最相似。\n", + "\n", + "我们期望前两个句子应该非常相似。\n", + "\n", + "然后,第一和第二个与第三个相比应该相差很大。\n", + "\n", + "我们将使用点积来比较两个嵌入。\n", + "\n", + "如果你不知道什么是点积,没关系。你只需要知道的重要一点是,分数越高句子越相似。" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "0cbe9a9e", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "49fc0f8f", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0.94406149366893" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.dot(embedding1, embedding2)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "32a1fac7", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0.792186975021313" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.dot(embedding1, embedding3)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "9dd18328", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7804109942586283" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.dot(embedding2, embedding3)" + ] + }, + { + "cell_type": "markdown", + "id": "9a17a527", + "metadata": {}, + "source": [ + "我们可以看到前两个`embedding`的分数相当高,为0.94。\n", + "\n", + "如果我们将第一个`embedding`与第三个`embedding`进行比较,我们可以看到它明显较低,约为0.79。\n", + "\n", + "如果我们将第二个`embedding`和第三个`embedding`进行比较,我们可以看到它的分数大约为0.78。" + ] + }, + { + "cell_type": "markdown", + "id": "4fc7b24f", + "metadata": {}, + "source": [ + "## 四、Vectorstores" + ] + }, + { + "cell_type": "markdown", + "id": "20916c7c", + "metadata": {}, + "source": [ + "Langchain集成有超过30个不同的向量存储。我们选择Chroma是因为它轻量级且内存中,这使得它非常容易启动和开始使用。" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "201e6afa", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "from langchain.vectorstores import Chroma" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "93960ac5", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "persist_directory = 'docs/chroma/'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a195e72a", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "!rm -rf './docs/chroma' # 删除旧的数据库文件(如果文件夹中有文件的话)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "690efd0a", + "metadata": { + "height": 98, + "tags": [] + }, + "outputs": [], + "source": [ + "vectordb = Chroma.from_documents(\n", + " documents=splits,\n", + " embedding=embedding,\n", + " persist_directory=persist_directory # 允许我们将persist_directory目录保存到磁盘上\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "f777480c", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "209\n" + ] + } + ], + "source": [ + "print(vectordb._collection.count())" + ] + }, + { + "cell_type": "markdown", + "id": "9f78f412", + "metadata": {}, + "source": [ + "我们可以看到它的长度也是209,这与我们之前的切分数量是一样的。现在让我们开始使用它。" + ] + }, + { + "cell_type": "markdown", + "id": "efca7589", + "metadata": {}, + "source": [ + "### 相似性搜索(Similarity Search)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "3e20837d", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "question = \"is there an email i can ask for help\" # \"有我可以寻求帮助的电子邮件吗\"" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "f9bde572", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "docs = vectordb.similarity_search(question,k=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "41388af1", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(docs)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "183434f6", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\"cs229-qa@cs.stanford.edu. This goes to an acc ount that's read by all the TAs and me. So \\nrather than sending us email individually, if you send email to this account, it will \\nactually let us get back to you maximally quickly with answers to your questions. \\nIf you're asking questions about homework probl ems, please say in the subject line which \\nassignment and which question the email refers to, since that will also help us to route \\nyour question to the appropriate TA or to me appropriately and get the response back to \\nyou quickly. \\nLet's see. Skipping ahead — let's see — for homework, one midterm, one open and term \\nproject. Notice on the honor code. So one thi ng that I think will help you to succeed and \\ndo well in this class and even help you to enjoy this cla ss more is if you form a study \\ngroup. \\nSo start looking around where you' re sitting now or at the end of class today, mingle a \\nlittle bit and get to know your classmates. I strongly encourage you to form study groups \\nand sort of have a group of people to study with and have a group of your fellow students \\nto talk over these concepts with. You can also post on the class news group if you want to \\nuse that to try to form a study group. \\nBut some of the problems sets in this cla ss are reasonably difficult. People that have \\ntaken the class before may tell you they were very difficult. And just I bet it would be \\nmore fun for you, and you'd probably have a be tter learning experience if you form a\"" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "docs[0].page_content" + ] + }, + { + "cell_type": "markdown", + "id": "1edb21d8", + "metadata": {}, + "source": [ + "如果我们查看第一个文档的内容,我们可以看到它实际上是关于一个电子邮件地址,cs229-qa@cs.stanford.edu。\n", + "\n", + "这是我们可以向其发送问题的电子邮件,所有的助教都会阅读这些邮件。\n", + "\n", + "在此之后,我们要确保通过运行vectordb.persist来持久化向量数据库,以便我们在未来的课程中使用。\n", + "\n", + "让我们保存它,以便以后使用!" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "ea657123", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "vectordb.persist()" + ] + }, + { + "cell_type": "markdown", + "id": "cefe9f6a", + "metadata": {}, + "source": [ + "## 五、失败的情况(Failure modes)" + ] + }, + { + "cell_type": "markdown", + "id": "089da0ca", + "metadata": {}, + "source": [ + "这看起来很好,基本的相似性搜索很容易就能让你完成80%的工作。\n", + "\n", + "但是,可能会出现一些相似性搜索失败的情况。\n", + "\n", + "这里有一些可能出现的边缘情况——我们将在下一堂课中修复它们。" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "df0f29f9", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "question = \"what did they say about matlab?\" # \"他们对 matlab 有何评价?\"" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "02be97df", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "docs = vectordb.similarity_search(question,k=5)" + ] + }, + { + "cell_type": "markdown", + "id": "2a9f579e", + "metadata": {}, + "source": [ + "请注意,我们得到了重复的块(因为索引中有重复的 `MachineLearning-Lecture01.pdf`)。\n", + "\n", + "语义搜索获取所有相似的文档,但不强制多样性。\n", + "\n", + "`docs[0]` 和 `docs[1]` 是完全相同的。" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "d39f6954", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Document(page_content='those homeworks will be done in either MATLA B or in Octave, which is sort of — I \\nknow some people call it a free ve rsion of MATLAB, which it sort of is, sort of isn\\'t. \\nSo I guess for those of you that haven\\'t s een MATLAB before, and I know most of you \\nhave, MATLAB is I guess part of the programming language that makes it very easy to write codes using matrices, to write code for numerical routines, to move data around, to \\nplot data. And it\\'s sort of an extremely easy to learn tool to use for implementing a lot of \\nlearning algorithms. \\nAnd in case some of you want to work on your own home computer or something if you \\ndon\\'t have a MATLAB license, for the purposes of this class, there\\'s also — [inaudible] \\nwrite that down [inaudible] MATLAB — there\\' s also a software package called Octave \\nthat you can download for free off the Internet. And it has somewhat fewer features than MATLAB, but it\\'s free, and for the purposes of this class, it will work for just about \\neverything. \\nSo actually I, well, so yeah, just a side comment for those of you that haven\\'t seen \\nMATLAB before I guess, once a colleague of mine at a different university, not at \\nStanford, actually teaches another machine l earning course. He\\'s taught it for many years. \\nSo one day, he was in his office, and an old student of his from, lik e, ten years ago came \\ninto his office and he said, \"Oh, professo r, professor, thank you so much for your', metadata={'source': 'docs/cs229_lectures/MachineLearning-Lecture01.pdf', 'page': 8})" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "docs[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "e04e3d1b", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Document(page_content='those homeworks will be done in either MATLA B or in Octave, which is sort of — I \\nknow some people call it a free ve rsion of MATLAB, which it sort of is, sort of isn\\'t. \\nSo I guess for those of you that haven\\'t s een MATLAB before, and I know most of you \\nhave, MATLAB is I guess part of the programming language that makes it very easy to write codes using matrices, to write code for numerical routines, to move data around, to \\nplot data. And it\\'s sort of an extremely easy to learn tool to use for implementing a lot of \\nlearning algorithms. \\nAnd in case some of you want to work on your own home computer or something if you \\ndon\\'t have a MATLAB license, for the purposes of this class, there\\'s also — [inaudible] \\nwrite that down [inaudible] MATLAB — there\\' s also a software package called Octave \\nthat you can download for free off the Internet. And it has somewhat fewer features than MATLAB, but it\\'s free, and for the purposes of this class, it will work for just about \\neverything. \\nSo actually I, well, so yeah, just a side comment for those of you that haven\\'t seen \\nMATLAB before I guess, once a colleague of mine at a different university, not at \\nStanford, actually teaches another machine l earning course. He\\'s taught it for many years. \\nSo one day, he was in his office, and an old student of his from, lik e, ten years ago came \\ninto his office and he said, \"Oh, professo r, professor, thank you so much for your', metadata={'source': 'docs/cs229_lectures/MachineLearning-Lecture01.pdf', 'page': 8})" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "docs[1]" + ] + }, + { + "cell_type": "markdown", + "id": "3a3a915d", + "metadata": {}, + "source": [ + "我们可以看到一种新的失败的情况。\n", + "\n", + "下面的问题询问了关于第三讲的问题,但也包括了来自其他讲的结果。" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "b19135e5", + "metadata": { + "height": 45, + "tags": [] + }, + "outputs": [], + "source": [ + "question = \"what did they say about regression in the third lecture?\" # \"他们在第三讲中是怎么谈论回归的?\"" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "d434942c", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [], + "source": [ + "docs = vectordb.similarity_search(question,k=5)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "c2c5df59", + "metadata": { + "height": 47, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'source': 'docs/cs229_lectures/MachineLearning-Lecture03.pdf', 'page': 0}\n", + "{'source': 'docs/cs229_lectures/MachineLearning-Lecture02.pdf', 'page': 2}\n", + "{'source': 'docs/cs229_lectures/MachineLearning-Lecture03.pdf', 'page': 14}\n", + "{'source': 'docs/cs229_lectures/MachineLearning-Lecture03.pdf', 'page': 4}\n", + "{'source': 'docs/cs229_lectures/MachineLearning-Lecture02.pdf', 'page': 0}\n" + ] + } + ], + "source": [ + "for doc in docs:\n", + " print(doc.metadata)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "8e6cb50c", + "metadata": { + "height": 30, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "really makes a difference between a good so lution and amazing solution. And to give \n", + "everyone to just how we do points assignments, or what is it that causes a solution to get \n", + "full marks, or just how to write amazing so lutions. Becoming a grad er is usually a good \n", + "way to do that. \n", + "Graders are paid positions and you also get free food, and it's usually fun for us to sort of \n", + "hang out for an evening and grade all the a ssignments. Okay, so I will send email. So \n", + "don't email me yet if you want to be a grader. I'll send email to the entire class later with \n", + "the administrative details and to solicit app lications. So you can email us back then, to \n", + "apply, if you'd be interested in being a grader. \n", + "Okay, any questions about that? All right, okay, so let's get started with today's material. \n", + "So welcome back to the second lecture. What I want to do today is talk about linear \n", + "regression, gradient descent, and the norma l equations. And I should also say, lecture \n", + "notes have been posted online and so if some of the math I go over today, I go over rather \n", + "quickly, if you want to see every equation wr itten out and work through the details more \n", + "slowly yourself, go to the course homepage and download detailed lecture notes that \n", + "pretty much describe all the mathematical, te chnical contents I'm going to go over today. \n", + "Today, I'm also going to delve into a fair amount – some amount of linear algebra, and so\n" + ] + } + ], + "source": [ + "print(docs[4].page_content)" + ] + }, + { + "cell_type": "markdown", + "id": "c3dbca56", + "metadata": {}, + "source": [ + "在下一讲中讨论的方法可以用来解决这两个问题!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8cdc67ae-59e0-4a84-9fe6-e3a0391114d0", + "metadata": { + "height": 30 + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "auto-gpt", + "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": "3.9.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From aa746c92cfa786b1bf0f204632fc1fed596d9bed Mon Sep 17 00:00:00 2001 From: Puppet <63888590@qq.com> Date: Wed, 12 Jul 2023 10:58:59 +0800 Subject: [PATCH 2/2] =?UTF-8?q?fix:=20=E6=A0=B9=E6=8D=AE=E4=BF=AE=E6=94=B9?= =?UTF-8?q?=E5=BB=BA=E8=AE=AE=E9=87=8D=E6=96=B0=E4=BF=AE=E6=94=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 1、添加中文文档 2、添加中文prompt --- ...库与词向量 Vectorstores and Embeddings.ipynb | 541 ++++++++++++++++-- .../MachineLearning-Lecture01.pdf | Bin 0 -> 64553 bytes .../MachineLearning-Lecture02.pdf | Bin 0 -> 54966 bytes .../MachineLearning-Lecture03.pdf | Bin 0 -> 57469 bytes .../MachineLearning-Lecture04.pdf | Bin 0 -> 56328 bytes .../matplotlib/第一回:Matplotlib初相识.pdf | Bin 0 -> 816112 bytes .../matplotlib/第三回:布局格式定方圆.pdf | Bin 0 -> 2507247 bytes .../matplotlib/第二回:艺术画笔见乾坤.pdf | Bin 0 -> 1731054 bytes 8 files changed, 497 insertions(+), 44 deletions(-) create mode 100644 content/LangChain Chat with Your Data/docs/cs229_lectures/MachineLearning-Lecture01.pdf create mode 100644 content/LangChain Chat with Your Data/docs/cs229_lectures/MachineLearning-Lecture02.pdf create mode 100644 content/LangChain Chat with Your Data/docs/cs229_lectures/MachineLearning-Lecture03.pdf create mode 100644 content/LangChain Chat with Your Data/docs/cs229_lectures/MachineLearning-Lecture04.pdf create mode 100644 content/LangChain Chat with Your Data/docs/matplotlib/第一回:Matplotlib初相识.pdf create mode 100644 content/LangChain Chat with Your Data/docs/matplotlib/第三回:布局格式定方圆.pdf create mode 100644 content/LangChain Chat with Your Data/docs/matplotlib/第二回:艺术画笔见乾坤.pdf diff --git a/content/LangChain Chat with Your Data/4.向量数据库与词向量 Vectorstores and Embeddings.ipynb b/content/LangChain Chat with Your Data/4.向量数据库与词向量 Vectorstores and Embeddings.ipynb index 9c7c267..c41d7ff 100644 --- a/content/LangChain Chat with Your Data/4.向量数据库与词向量 Vectorstores and Embeddings.ipynb +++ b/content/LangChain Chat with Your Data/4.向量数据库与词向量 Vectorstores and Embeddings.ipynb @@ -81,7 +81,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 5, "id": "7f8d2266-4a35-4904-ae9d-c89790c5ae61", "metadata": { "height": 166, @@ -105,7 +105,9 @@ "id": "460a54b0", "metadata": {}, "source": [ - "我们刚刚讨论了`Document Loading`(文档加载)和`Splitting`(分割)." + "前两节课我们讨论了`Document Loading`(文档加载)和`Splitting`(分割)。\n", + "\n", + "下面我们将使用前两节课的知识对文档进行加载分割。" ] }, { @@ -126,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 6, "id": "2437469e", "metadata": { "height": 249, @@ -149,6 +151,36 @@ " docs.extend(loader.load())" ] }, + { + "cell_type": "markdown", + "id": "d1ed78d9", + "metadata": {}, + "source": [ + "下面文档是datawhale官方开源的matplotlib教程链接 https://datawhalechina.github.io/fantastic-matplotlib/index.html ,可在该网站上下载对应的教程" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "11de2150", + "metadata": {}, + "outputs": [], + "source": [ + "from langchain.document_loaders import PyPDFLoader\n", + "\n", + "# 加载 PDF\n", + "loaders_chinese = [\n", + " # 故意添加重复文档,使数据混乱\n", + " PyPDFLoader(\"docs/matplotlib/第一回:Matplotlib初相识.pdf\"),\n", + " PyPDFLoader(\"docs/matplotlib/第一回:Matplotlib初相识.pdf\"),\n", + " PyPDFLoader(\"docs/matplotlib/第二回:艺术画笔见乾坤.pdf\"),\n", + " PyPDFLoader(\"docs/matplotlib/第三回:布局格式定方圆.pdf\")\n", + "]\n", + "docs_chinese = []\n", + "for loader in loaders_chinese:\n", + " docs_chinese.extend(loader.load())" + ] + }, { "cell_type": "markdown", "id": "4b497f5c", @@ -159,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 61, "id": "eb44bf0d", "metadata": { "height": 115, @@ -177,7 +209,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 62, "id": "b71e46cc", "metadata": { "height": 30, @@ -190,7 +222,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 63, "id": "e061f22d", "metadata": { "height": 30, @@ -203,7 +235,7 @@ "209" ] }, - "execution_count": 7, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" } @@ -212,6 +244,37 @@ "len(splits)" ] }, + { + "cell_type": "code", + "execution_count": 64, + "id": "99840d4c", + "metadata": {}, + "outputs": [], + "source": [ + "splits_chinese = text_splitter.split_documents(docs_chinese)" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "d6b60ceb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "27" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(splits_chinese)" + ] + }, { "cell_type": "markdown", "id": "848e26fd", @@ -230,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 13, "id": "d9dca7a8", "metadata": { "height": 47, @@ -254,7 +317,31 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 14, + "id": "abae34b5", + "metadata": {}, + "outputs": [], + "source": [ + "sentence1 = \"i like dogs\"\n", + "sentence2 = \"i like canines\"\n", + "sentence3 = \"the weather is ugly outside\"" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "d1745b19", + "metadata": {}, + "outputs": [], + "source": [ + "embedding1 = embedding.embed_query(sentence1)\n", + "embedding2 = embedding.embed_query(sentence2)\n", + "embedding3 = embedding.embed_query(sentence3)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, "id": "c4099521", "metadata": { "height": 64, @@ -262,14 +349,14 @@ }, "outputs": [], "source": [ - "sentence1 = \"我喜欢狗\"\n", - "sentence2 = \"我喜欢犬科动物\"\n", - "sentence3 = \"外面的天气很糟糕\"" + "sentence1_chinese = \"我喜欢狗\"\n", + "sentence2_chinese = \"我喜欢犬科动物\"\n", + "sentence3_chinese = \"外面的天气很糟糕\"" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 17, "id": "d553549a", "metadata": { "height": 64, @@ -277,9 +364,9 @@ }, "outputs": [], "source": [ - "embedding1 = embedding.embed_query(sentence1)\n", - "embedding2 = embedding.embed_query(sentence2)\n", - "embedding3 = embedding.embed_query(sentence3)" + "embedding1_chinese = embedding.embed_query(sentence1_chinese)\n", + "embedding2_chinese = embedding.embed_query(sentence2_chinese)\n", + "embedding3_chinese = embedding.embed_query(sentence3_chinese)" ] }, { @@ -300,7 +387,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 18, "id": "0cbe9a9e", "metadata": { "height": 30, @@ -311,6 +398,81 @@ "import numpy as np" ] }, + { + "cell_type": "code", + "execution_count": 19, + "id": "536db32e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.9631853877103518" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.dot(embedding1, embedding2)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "29844c64", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7709997651294672" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.dot(embedding1, embedding3)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "c1e17a9e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.7596334120325523" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.dot(embedding2, embedding3)" + ] + }, + { + "cell_type": "markdown", + "id": "bdf08401", + "metadata": {}, + "source": [ + "我们可以看到前两个`embedding`的分数相当高,为0.96。\n", + "\n", + "如果我们将第一个`embedding`与第三个`embedding`进行比较,我们可以看到它明显较低,约为0.77。\n", + "\n", + "如果我们将第二个`embedding`和第三个`embedding`进行比较,我们可以看到它的分数大约为0.75。" + ] + }, { "cell_type": "code", "execution_count": 12, @@ -332,7 +494,7 @@ } ], "source": [ - "np.dot(embedding1, embedding2)" + "np.dot(embedding1_chinese, embedding2_chinese)" ] }, { @@ -356,7 +518,7 @@ } ], "source": [ - "np.dot(embedding1, embedding3)" + "np.dot(embedding1_chinese, embedding3_chinese)" ] }, { @@ -380,7 +542,7 @@ } ], "source": [ - "np.dot(embedding2, embedding3)" + "np.dot(embedding2_chinese, embedding3_chinese)" ] }, { @@ -403,17 +565,25 @@ "## 四、Vectorstores" ] }, + { + "cell_type": "markdown", + "id": "54776973", + "metadata": {}, + "source": [ + "### 4.1 初始化Chroma" + ] + }, { "cell_type": "markdown", "id": "20916c7c", "metadata": {}, "source": [ - "Langchain集成有超过30个不同的向量存储。我们选择Chroma是因为它轻量级且内存中,这使得它非常容易启动和开始使用。" + "Langchain集成了超过30个不同的向量存储库。我们选择Chroma是因为它轻量级且数据存储在内存中,这使得它非常容易启动和开始使用。" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 24, "id": "201e6afa", "metadata": { "height": 30, @@ -426,7 +596,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 28, "id": "93960ac5", "metadata": { "height": 30, @@ -434,7 +604,7 @@ }, "outputs": [], "source": [ - "persist_directory = 'docs/chroma/'" + "persist_directory = 'docs/chroma/cs229_lectures/'" ] }, { @@ -447,12 +617,12 @@ }, "outputs": [], "source": [ - "!rm -rf './docs/chroma' # 删除旧的数据库文件(如果文件夹中有文件的话)" + "!rm -rf './docs/chroma/cs229_lectures' # 删除旧的数据库文件(如果文件夹中有文件的话),window电脑请手动删除" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 29, "id": "690efd0a", "metadata": { "height": 98, @@ -469,7 +639,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 30, "id": "f777480c", "metadata": { "height": 30, @@ -488,12 +658,64 @@ "print(vectordb._collection.count())" ] }, + { + "cell_type": "code", + "execution_count": 66, + "id": "d720e2b7", + "metadata": {}, + "outputs": [], + "source": [ + "persist_directory_chinese = 'docs/chroma/matplotlib/'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "570a2768", + "metadata": {}, + "outputs": [], + "source": [ + "!rm -rf './docs/chroma/matplotlib' # 删除旧的数据库文件(如果文件夹中有文件的话)" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "1e03438d", + "metadata": {}, + "outputs": [], + "source": [ + "vectordb_chinese = Chroma.from_documents(\n", + " documents=splits_chinese,\n", + " embedding=embedding,\n", + " persist_directory=persist_directory_chinese # 允许我们将persist_directory目录保存到磁盘上\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "cf87aba0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "27\n" + ] + } + ], + "source": [ + "print(vectordb_chinese._collection.count())" + ] + }, { "cell_type": "markdown", "id": "9f78f412", "metadata": {}, "source": [ - "我们可以看到它的长度也是209,这与我们之前的切分数量是一样的。现在让我们开始使用它。" + "我们可以看到英文版的长度也是209、中文版的长度也是30,这与我们之前的切分数量是一样的。现在让我们开始使用它。" ] }, { @@ -501,7 +723,7 @@ "id": "efca7589", "metadata": {}, "source": [ - "### 相似性搜索(Similarity Search)" + "### 4.2 相似性搜索(Similarity Search)" ] }, { @@ -585,8 +807,84 @@ "source": [ "如果我们查看第一个文档的内容,我们可以看到它实际上是关于一个电子邮件地址,cs229-qa@cs.stanford.edu。\n", "\n", - "这是我们可以向其发送问题的电子邮件,所有的助教都会阅读这些邮件。\n", - "\n", + "这是我们可以向其发送问题的电子邮件,所有的助教都会阅读这些邮件。" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "53bcc061", + "metadata": {}, + "outputs": [], + "source": [ + "question_chinese = \"Matplotlib是什么?\" " + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "2d2dc834", + "metadata": {}, + "outputs": [], + "source": [ + "docs_chinese = vectordb_chinese.similarity_search(question_chinese,k=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "eebe77e7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(docs_chinese)" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "860af154", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'第⼀回:Matplotlib 初相识\\n⼀、认识matplotlib\\nMatplotlib 是⼀个 Python 2D 绘图库,能够以多种硬拷⻉格式和跨平台的交互式环境⽣成出版物质量的图形,⽤来绘制各种静态,动态,\\n交互式的图表。\\nMatplotlib 可⽤于 Python 脚本, Python 和 IPython Shell 、 Jupyter notebook , Web 应⽤程序服务器和各种图形⽤户界⾯⼯具包等。\\nMatplotlib 是 Python 数据可视化库中的泰⽃,它已经成为 python 中公认的数据可视化⼯具,我们所熟知的 pandas 和 seaborn 的绘图接⼝\\n其实也是基于 matplotlib 所作的⾼级封装。\\n为了对matplotlib 有更好的理解,让我们从⼀些最基本的概念开始认识它,再逐渐过渡到⼀些⾼级技巧中。\\n⼆、⼀个最简单的绘图例⼦\\nMatplotlib 的图像是画在 figure (如 windows , jupyter 窗体)上的,每⼀个 figure ⼜包含了⼀个或多个 axes (⼀个可以指定坐标系的⼦区\\n域)。最简单的创建 figure 以及 axes 的⽅式是通过 pyplot.subplots命令,创建 axes 以后,可以使⽤ Axes.plot绘制最简易的折线图。\\nimport matplotlib.pyplot as plt\\nimport matplotlib as mpl\\nimport numpy as np\\nfig, ax = plt.subplots() # 创建⼀个包含⼀个 axes 的 figure\\nax.plot([1, 2, 3, 4], [1, 4, 2, 3]); # 绘制图像\\nTrick: 在jupyter notebook 中使⽤ matplotlib 时会发现,代码运⾏后⾃动打印出类似 \\n这样⼀段话,这是因为 matplotlib 的绘图代码默认打印出最后⼀个对象。如果不想显示这句话,有以下三种⽅法,在本章节的代码示例\\n中你能找到这三种⽅法的使⽤。\\n\\x00. 在代码块最后加⼀个分号 ;\\n\\x00. 在代码块最后加⼀句 plt.show()\\n\\x00. 在绘图时将绘图对象显式赋值给⼀个变量,如将 plt.plot([1, 2, 3, 4]) 改成 line =plt.plot([1, 2, 3, 4])\\n和MATLAB 命令类似,你还可以通过⼀种更简单的⽅式绘制图像, matplotlib.pyplot⽅法能够直接在当前 axes 上绘制图像,如果⽤户\\n未指定axes , matplotlib 会帮你⾃动创建⼀个。所以上⾯的例⼦也可以简化为以下这⼀⾏代码。\\nline =plt.plot([1, 2, 3, 4], [1, 4, 2, 3]) \\n三、Figure 的组成\\n现在我们来深⼊看⼀下 figure 的组成。通过⼀张 figure 解剖图,我们可以看到⼀个完整的 matplotlib 图像通常会包括以下四个层级,这些\\n层级也被称为容器( container ),下⼀节会详细介绍。在 matplotlib 的世界中,我们将通过各种命令⽅法来操纵图像中的每⼀个部分,\\n从⽽达到数据可视化的最终效果,⼀副完整的图像实际上是各类⼦元素的集合。\\nFigure:顶层级,⽤来容纳所有绘图元素'" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "docs_chinese[0].page_content" + ] + }, + { + "cell_type": "markdown", + "id": "60a720a6", + "metadata": {}, + "source": [ + "如果我们查看第一个文档的内容,我们可以看到它实际上是关于Matplotlib的介绍" + ] + }, + { + "cell_type": "markdown", + "id": "fba57a1d", + "metadata": {}, + "source": [ "在此之后,我们要确保通过运行vectordb.persist来持久化向量数据库,以便我们在未来的课程中使用。\n", "\n", "让我们保存它,以便以后使用!" @@ -594,7 +892,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 44, "id": "ea657123", "metadata": { "height": 30, @@ -605,6 +903,16 @@ "vectordb.persist()" ] }, + { + "cell_type": "code", + "execution_count": 73, + "id": "9065f5b1", + "metadata": {}, + "outputs": [], + "source": [ + "vectordb_chinese.persist()" + ] + }, { "cell_type": "markdown", "id": "cefe9f6a", @@ -651,16 +959,36 @@ "docs = vectordb.similarity_search(question,k=5)" ] }, + { + "cell_type": "code", + "execution_count": 51, + "id": "34359d7a", + "metadata": {}, + "outputs": [], + "source": [ + "question_chinese = \"Matplotlib是什么?\"" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "c0546006", + "metadata": {}, + "outputs": [], + "source": [ + "docs_chinese = vectordb_chinese.similarity_search(question_chinese,k=5)" + ] + }, { "cell_type": "markdown", "id": "2a9f579e", "metadata": {}, "source": [ - "请注意,我们得到了重复的块(因为索引中有重复的 `MachineLearning-Lecture01.pdf`)。\n", + "请注意,我们得到了重复的块(因为索引中有重复的 `MachineLearning-Lecture01.pdf`、`第一回:Matplotlib初相识.pdf`)。\n", "\n", "语义搜索获取所有相似的文档,但不强制多样性。\n", "\n", - "`docs[0]` 和 `docs[1]` 是完全相同的。" + "`docs[0]` 和 `docs[1]` 是完全相同的,以及`docs_chinese[0]` 和 `docs_chinese[1]` 是完全相同的。" ] }, { @@ -711,6 +1039,48 @@ "docs[1]" ] }, + { + "cell_type": "code", + "execution_count": 53, + "id": "092fd2f5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Document(page_content='第⼀回:Matplotlib 初相识\\n⼀、认识matplotlib\\nMatplotlib 是⼀个 Python 2D 绘图库,能够以多种硬拷⻉格式和跨平台的交互式环境⽣成出版物质量的图形,⽤来绘制各种静态,动态,\\n交互式的图表。\\nMatplotlib 可⽤于 Python 脚本, Python 和 IPython Shell 、 Jupyter notebook , Web 应⽤程序服务器和各种图形⽤户界⾯⼯具包等。\\nMatplotlib 是 Python 数据可视化库中的泰⽃,它已经成为 python 中公认的数据可视化⼯具,我们所熟知的 pandas 和 seaborn 的绘图接⼝\\n其实也是基于 matplotlib 所作的⾼级封装。\\n为了对matplotlib 有更好的理解,让我们从⼀些最基本的概念开始认识它,再逐渐过渡到⼀些⾼级技巧中。\\n⼆、⼀个最简单的绘图例⼦\\nMatplotlib 的图像是画在 figure (如 windows , jupyter 窗体)上的,每⼀个 figure ⼜包含了⼀个或多个 axes (⼀个可以指定坐标系的⼦区\\n域)。最简单的创建 figure 以及 axes 的⽅式是通过 pyplot.subplots命令,创建 axes 以后,可以使⽤ Axes.plot绘制最简易的折线图。\\nimport matplotlib.pyplot as plt\\nimport matplotlib as mpl\\nimport numpy as np\\nfig, ax = plt.subplots() # 创建⼀个包含⼀个 axes 的 figure\\nax.plot([1, 2, 3, 4], [1, 4, 2, 3]); # 绘制图像\\nTrick: 在jupyter notebook 中使⽤ matplotlib 时会发现,代码运⾏后⾃动打印出类似 \\n这样⼀段话,这是因为 matplotlib 的绘图代码默认打印出最后⼀个对象。如果不想显示这句话,有以下三种⽅法,在本章节的代码示例\\n中你能找到这三种⽅法的使⽤。\\n\\x00. 在代码块最后加⼀个分号 ;\\n\\x00. 在代码块最后加⼀句 plt.show()\\n\\x00. 在绘图时将绘图对象显式赋值给⼀个变量,如将 plt.plot([1, 2, 3, 4]) 改成 line =plt.plot([1, 2, 3, 4])\\n和MATLAB 命令类似,你还可以通过⼀种更简单的⽅式绘制图像, matplotlib.pyplot⽅法能够直接在当前 axes 上绘制图像,如果⽤户\\n未指定axes , matplotlib 会帮你⾃动创建⼀个。所以上⾯的例⼦也可以简化为以下这⼀⾏代码。\\nline =plt.plot([1, 2, 3, 4], [1, 4, 2, 3]) \\n三、Figure 的组成\\n现在我们来深⼊看⼀下 figure 的组成。通过⼀张 figure 解剖图,我们可以看到⼀个完整的 matplotlib 图像通常会包括以下四个层级,这些\\n层级也被称为容器( container ),下⼀节会详细介绍。在 matplotlib 的世界中,我们将通过各种命令⽅法来操纵图像中的每⼀个部分,\\n从⽽达到数据可视化的最终效果,⼀副完整的图像实际上是各类⼦元素的集合。\\nFigure:顶层级,⽤来容纳所有绘图元素\\uf03a Contents \\n⼀、认识matplotlib\\n⼆、⼀个最简单的绘图例⼦\\n三、Figure 的组成', metadata={'source': 'docs/matplotlib/第一回:Matplotlib初相识.pdf', 'page': 0})" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "docs_chinese[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "270f0a10", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Document(page_content='第⼀回:Matplotlib 初相识\\n⼀、认识matplotlib\\nMatplotlib 是⼀个 Python 2D 绘图库,能够以多种硬拷⻉格式和跨平台的交互式环境⽣成出版物质量的图形,⽤来绘制各种静态,动态,\\n交互式的图表。\\nMatplotlib 可⽤于 Python 脚本, Python 和 IPython Shell 、 Jupyter notebook , Web 应⽤程序服务器和各种图形⽤户界⾯⼯具包等。\\nMatplotlib 是 Python 数据可视化库中的泰⽃,它已经成为 python 中公认的数据可视化⼯具,我们所熟知的 pandas 和 seaborn 的绘图接⼝\\n其实也是基于 matplotlib 所作的⾼级封装。\\n为了对matplotlib 有更好的理解,让我们从⼀些最基本的概念开始认识它,再逐渐过渡到⼀些⾼级技巧中。\\n⼆、⼀个最简单的绘图例⼦\\nMatplotlib 的图像是画在 figure (如 windows , jupyter 窗体)上的,每⼀个 figure ⼜包含了⼀个或多个 axes (⼀个可以指定坐标系的⼦区\\n域)。最简单的创建 figure 以及 axes 的⽅式是通过 pyplot.subplots命令,创建 axes 以后,可以使⽤ Axes.plot绘制最简易的折线图。\\nimport matplotlib.pyplot as plt\\nimport matplotlib as mpl\\nimport numpy as np\\nfig, ax = plt.subplots() # 创建⼀个包含⼀个 axes 的 figure\\nax.plot([1, 2, 3, 4], [1, 4, 2, 3]); # 绘制图像\\nTrick: 在jupyter notebook 中使⽤ matplotlib 时会发现,代码运⾏后⾃动打印出类似 \\n这样⼀段话,这是因为 matplotlib 的绘图代码默认打印出最后⼀个对象。如果不想显示这句话,有以下三种⽅法,在本章节的代码示例\\n中你能找到这三种⽅法的使⽤。\\n\\x00. 在代码块最后加⼀个分号 ;\\n\\x00. 在代码块最后加⼀句 plt.show()\\n\\x00. 在绘图时将绘图对象显式赋值给⼀个变量,如将 plt.plot([1, 2, 3, 4]) 改成 line =plt.plot([1, 2, 3, 4])\\n和MATLAB 命令类似,你还可以通过⼀种更简单的⽅式绘制图像, matplotlib.pyplot⽅法能够直接在当前 axes 上绘制图像,如果⽤户\\n未指定axes , matplotlib 会帮你⾃动创建⼀个。所以上⾯的例⼦也可以简化为以下这⼀⾏代码。\\nline =plt.plot([1, 2, 3, 4], [1, 4, 2, 3]) \\n三、Figure 的组成\\n现在我们来深⼊看⼀下 figure 的组成。通过⼀张 figure 解剖图,我们可以看到⼀个完整的 matplotlib 图像通常会包括以下四个层级,这些\\n层级也被称为容器( container ),下⼀节会详细介绍。在 matplotlib 的世界中,我们将通过各种命令⽅法来操纵图像中的每⼀个部分,\\n从⽽达到数据可视化的最终效果,⼀副完整的图像实际上是各类⼦元素的集合。\\nFigure:顶层级,⽤来容纳所有绘图元素\\uf03a Contents \\n⼀、认识matplotlib\\n⼆、⼀个最简单的绘图例⼦\\n三、Figure 的组成', metadata={'source': 'docs/matplotlib/第一回:Matplotlib初相识.pdf', 'page': 0})" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "docs_chinese[1]" + ] + }, { "cell_type": "markdown", "id": "3a3a915d", @@ -810,6 +1180,99 @@ "print(docs[4].page_content)" ] }, + { + "cell_type": "code", + "execution_count": 74, + "id": "e0a7e9c8", + "metadata": {}, + "outputs": [], + "source": [ + "question_chinese = \"他们在第二讲中对Figure说了些什么?\" " + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "62c0bfc6", + "metadata": {}, + "outputs": [], + "source": [ + "docs_chinese = vectordb_chinese.similarity_search(question_chinese,k=5)" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "id": "26bd586d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'source': 'docs/matplotlib/第一回:Matplotlib初相识.pdf', 'page': 0}\n", + "{'source': 'docs/matplotlib/第一回:Matplotlib初相识.pdf', 'page': 0}\n", + "{'source': 'docs/matplotlib/第二回:艺术画笔见乾坤.pdf', 'page': 9}\n", + "{'source': 'docs/matplotlib/第二回:艺术画笔见乾坤.pdf', 'page': 10}\n", + "{'source': 'docs/matplotlib/第一回:Matplotlib初相识.pdf', 'page': 1}\n" + ] + } + ], + "source": [ + "for doc_chinese in docs_chinese:\n", + " print(doc_chinese.metadata)" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "71b6bbf3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "三、对象容器 - Object container\n", + "容器会包含⼀些 primitives,并且容器还有它⾃身的属性。\n", + "⽐如Axes Artist,它是⼀种容器,它包含了很多 primitives,⽐如Line2D,Text;同时,它也有⾃身的属性,⽐如 xscal,⽤来控制\n", + "X轴是linear还是log的。\n", + "1. Figure容器\n", + "matplotlib.figure.Figure是Artist最顶层的 container对象容器,它包含了图表中的所有元素。⼀张图表的背景就是在\n", + "Figure.patch的⼀个矩形 Rectangle。\n", + "当我们向图表添加 Figure.add_subplot()或者Figure.add_axes()元素时,这些都会被添加到 Figure.axes列表中。\n", + "fig = plt.figure()\n", + "ax1 = fig.add_subplot(211) # 作⼀幅2*1 的图,选择第 1 个⼦图\n", + "ax2 = fig.add_axes([0.1, 0.1, 0.7, 0.3]) # 位置参数,四个数分别代表了\n", + "(left,bottom,width,height)\n", + "print(ax1) \n", + "print(fig.axes) # fig.axes 中包含了 subplot 和 axes 两个实例 , 刚刚添加的\n", + "AxesSubplot(0.125,0.536818;0.775x0.343182)\n", + "[, ]\n", + "由于Figure维持了current axes,因此你不应该⼿动的从 Figure.axes列表中添加删除元素,⽽是要通过 Figure.add_subplot()、\n", + "Figure.add_axes()来添加元素,通过 Figure.delaxes()来删除元素。但是你可以迭代或者访问 Figure.axes中的Axes,然后修改这个\n", + "Axes的属性。\n", + "⽐如下⾯的遍历 axes ⾥的内容,并且添加⽹格线:\n", + "fig = plt.figure()\n", + "ax1 = fig.add_subplot(211)\n", + "for ax in fig.axes:\n", + " ax.grid(True)\n", + "Figure也有它⾃⼰的 text、line 、 patch 、 image。你可以直接通过 add primitive语句直接添加。但是注意 Figure默认的坐标系是以像\n", + "素为单位,你可能需要转换成 figure 坐标系: (0,0) 表示左下点, (1,1) 表示右上点。\n", + "Figure容器的常⻅属性:\n", + "Figure.patch属性:Figure 的背景矩形\n", + "Figure.axes属性:⼀个 Axes 实例的列表(包括 Subplot)\n", + "Figure.images属性:⼀个 FigureImages patch 列表\n", + "Figure.lines属性:⼀个 Line2D 实例的列表(很少使⽤)\n", + "Figure.legends属性:⼀个 Figure Legend 实例列表(不同于 Axes.legends)\n", + "Figure.texts属性:⼀个 Figure Text 实例列表\n" + ] + } + ], + "source": [ + "print(docs_chinese[2].page_content)" + ] + }, { "cell_type": "markdown", "id": "c3dbca56", @@ -817,16 +1280,6 @@ "source": [ "在下一讲中讨论的方法可以用来解决这两个问题!" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8cdc67ae-59e0-4a84-9fe6-e3a0391114d0", - "metadata": { - "height": 30 - }, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/content/LangChain Chat with Your Data/docs/cs229_lectures/MachineLearning-Lecture01.pdf b/content/LangChain Chat with Your Data/docs/cs229_lectures/MachineLearning-Lecture01.pdf new file mode 100644 index 0000000000000000000000000000000000000000..34da5de76f3aee52436db79d774a58626749ddc3 GIT binary patch literal 64553 zcmce;1z22LvIdG1ToT+GO>k&jgS)#1cXti$?ryl_D%*e#VKr0PkVWbrVFfq`x(nxNT z7+C7RP6PO-3jx;I*1+)BO7!#yuylW1FC%}I0G5AiV_~8Hr#4om7Y1LiztFL<{!<%0 z9SiG!rK4vCGW^#zARX|Z=zzd~UKhv&r2D6_Ol&OwwT&dSOj!1BTqK#o?_($EU!*#|q@7W8-DzXA_1?F0Q)MwzhQ1*X=HBG6*4imH?XA@GS{&; 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