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Follow up: Who was the mother of George Washington? Intermediate answer: The mother of George Washington was Mary Ball Washington. Follow up: Who was the father of Mary Ball Washington? Intermediate answer: The father of Mary Ball Washington was Joseph Ball. So the final answer is: Joseph Ball Question: Who was the fat...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/few_shot_examples.html
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.ipynb .pdf Output Parsers Contents Output Parsers PydanticOutputParser Fixing Output Parsing Mistakes Fixing Output Parsing Mistakes with the original prompt Older, less powerful parsers Structured Output Parser CommaSeparatedListOutputParser Output Parsers# Language models output text. But many times you may want t...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/output_parsers.html
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Use Pydantic to declare your data model. Pydantic’s BaseModel like a Python dataclass, but with actual type checking + coercion. from langchain.output_parsers import PydanticOutputParser from pydantic import BaseModel, Field, validator from typing import List model_name = 'text-davinci-003' temperature = 0.0 model = Op...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/output_parsers.html
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class Actor(BaseModel): name: str = Field(description="name of an actor") film_names: List[str] = Field(description="list of names of films they starred in") actor_query = "Generate the filmography for a random actor." parser = PydanticOutputParser(pydantic_object=Actor) prompt = PromptTemplate( te...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/output_parsers.html
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24 return self.pydantic_object.parse_obj(json_object) File ~/.pyenv/versions/3.9.1/lib/python3.9/json/__init__.py:346, in loads(s, cls, object_hook, parse_float, parse_int, parse_constant, object_pairs_hook, **kw) 343 if (cls is None and object_hook is None and 344 parse_int is None and parse_float is N...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/output_parsers.html
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Cell In[7], line 1 ----> 1 parser.parse(misformatted) File ~/workplace/langchain/langchain/output_parsers/pydantic.py:29, in PydanticOutputParser.parse(self, text) 27 name = self.pydantic_object.__name__ 28 msg = f"Failed to parse {name} from completion {text}. Got: {e}" ---> 29 raise OutputParserException(ms...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/output_parsers.html
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parser = PydanticOutputParser(pydantic_object=Action) prompt = PromptTemplate( template="Answer the user query.\n{format_instructions}\n{query}\n", input_variables=["query"], partial_variables={"format_instructions": parser.get_format_instructions()} ) prompt_value = prompt.format_prompt(query="who is leo d...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/output_parsers.html
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27 name = self.pydantic_object.__name__ 28 msg = f"Failed to parse {name} from completion {text}. Got: {e}" ---> 29 raise OutputParserException(msg) OutputParserException: Failed to parse Action from completion {"action": "search"}. Got: 1 validation error for Action action_input field required (type=value_error...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/output_parsers.html
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] output_parser = StructuredOutputParser.from_response_schemas(response_schemas) We now get a string that contains instructions for how the response should be formatted, and we then insert that into our prompt. format_instructions = output_parser.get_format_instructions() prompt = PromptTemplate( template="answer t...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/output_parsers.html
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format_instructions = output_parser.get_format_instructions() prompt = PromptTemplate( template="List five {subject}.\n{format_instructions}", input_variables=["subject"], partial_variables={"format_instructions": format_instructions} ) model = OpenAI(temperature=0) _input = prompt.format(subject="ice cream...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/output_parsers.html
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.md .pdf Create a custom example selector Contents Implement custom example selector Use custom example selector Create a custom example selector# In this tutorial, we’ll create a custom example selector that selects every alternate example from a given list of examples. An ExampleSelector must implement two methods:...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/custom_example_selector.html
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# Add new example to the set of examples example_selector.add_example({"foo": "4"}) example_selector.examples # -> [{'foo': '1'}, {'foo': '2'}, {'foo': '3'}, {'foo': '4'}] # Select examples example_selector.select_examples({"foo": "foo"}) # -> array([{'foo': '1'}, {'foo': '4'}], dtype=object) previous Create a custom p...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/custom_example_selector.html
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.ipynb .pdf Create a custom prompt template Contents Why are custom prompt templates needed? Creating a Custom Prompt Template Use the custom prompt template Create a custom prompt template# Let’s suppose we want the LLM to generate English language explanations of a function given its name. To achieve this task, we ...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/custom_prompt_template.html
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# Get the source code of the function return inspect.getsource(function_name) Next, we’ll create a custom prompt template that takes in the function name as input, and formats the prompt template to provide the source code of the function. from langchain.prompts import StringPromptTemplate from pydantic import Base...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/custom_prompt_template.html
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prompt = fn_explainer.format(function_name=get_source_code) print(prompt) Given the function name and source code, generate an English language explanation of the function. Function Name: get_source_code Source Code: def get_source_code(function_name): # Get the source code of the fu...
https://langchain.readthedocs.io/en/latest/modules/prompts/examples/custom_prompt_template.html
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.md .pdf Key Concepts Contents Document Loader Unstructured Key Concepts# Document# This class is a container for document information. This contains two parts: page_content: The content of the actual page itself. metadata: The metadata associated with the document. This can be things like the file path, the url, etc...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/key_concepts.html
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.rst .pdf How To Guides How To Guides# There are a lot of different document loaders that LangChain supports. Below are how-to guides for working with them File Loader: A walkthrough of how to use Unstructured to load files of arbitrary types (pdfs, txt, html, etc). Directory Loader: A walkthrough of how to use Unstruc...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/how_to_guides.html
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GCS File: A walkthrough of how to load a file from Google Cloud Storage (GCS). GCS Directory: A walkthrough of how to load all files in a directory from Google Cloud Storage (GCS). Web Base: A walkthrough of how to load all text data from webpages. IMSDb: A walkthrough of how to load all text data from IMSDb webpage. A...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/how_to_guides.html
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.ipynb .pdf Airbyte JSON Airbyte JSON# This covers how to load any source from Airbyte into a local JSON file that can be read in as a document Prereqs: Have docker desktop installed Steps: Clone Airbyte from GitHub - git clone https://github.com/airbytehq/airbyte.git Switch into Airbyte directory - cd airbyte Start Ai...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/airbyte_json.html
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game_indices: game_index: 180 version: name: red url: https://pokeapi.co/api/v2/version/1/ game_index: 180 version: name: blue url: https://pokeapi.co/api/v2/version/2/ game_index: 180 version: n previous CoNLL-U next AZLyrics By Harrison Chase © Copyright 2023, Harrison Chase. Last updated on M...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/airbyte_json.html
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.ipynb .pdf PowerPoint Contents Retain Elements PowerPoint# This covers how to load PowerPoint documents into a document format that we can use downstream. from langchain.document_loaders import UnstructuredPowerPointLoader loader = UnstructuredPowerPointLoader("example_data/fake-power-point.pptx") data = loader.load...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/powerpoint.html
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.ipynb .pdf Images Contents Using Unstructured Retain Elements Images# This covers how to load images such as JPGs PNGs into a document format that we can use downstream. Using Unstructured# from langchain.document_loaders.image import UnstructuredImageLoader loader = UnstructuredImageLoader("layout-parser-paper-fast...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/image.html
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Document(page_content="LayoutParser: A Unified Toolkit for Deep\nLearning Based Document Image Analysis\n\n\n‘Zxjiang Shen' (F3}, Ruochen Zhang”, Melissa Dell*, Benjamin Charles Germain\nLeet, Jacob Carlson, and Weining LiF\n\n\nsugehen\n\nshangthrows, et\n\n“Abstract. Recent advanocs in document image analysis (DIA) h...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/image.html
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streamlining the sage of DL in DIA research and appicn\n‘tons The core LayoutFaraer brary comes with a sch of simple and\nIntative interfaee or applying and eutomiing DI. odel fr Inyo de\npltfom for sharing both protrined modes an fal document dist\n{ation pipeline We demonutate that LayootPareer shea fr both\nlightwei...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/image.html
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Retain Elements# Under the hood, Unstructured creates different “elements” for different chunks of text. By default we combine those together, but you can easily keep that separation by specifying mode="elements". loader = UnstructuredImageLoader("layout-parser-paper-fast.jpg", mode="elements") data = loader.load() dat...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/image.html
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.ipynb .pdf Subtitle Files Subtitle Files# How to load data from subtitle (.srt) files from langchain.document_loaders import SRTLoader loader = SRTLoader("example_data/Star_Wars_The_Clone_Wars_S06E07_Crisis_at_the_Heart.srt") docs = loader.load() docs[0].page_content[:100] '<i>Corruption discovered\nat the core of the...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/srt.html
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.ipynb .pdf Notion Contents 🧑 Instructions for ingesting your own dataset Notion# This notebook covers how to load documents from a Notion database dump. In order to get this notion dump, follow these instructions: 🧑 Instructions for ingesting your own dataset# Export your dataset from Notion. You can do this by cl...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/notion.html
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.ipynb .pdf EverNote EverNote# How to load EverNote file from disk. # !pip install pypandoc # import pypandoc # pypandoc.download_pandoc() from langchain.document_loaders import EverNoteLoader loader = EverNoteLoader("example_data/testing.enex") loader.load() [Document(page_content='testing this\n\nwhat happens?\n\nto ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/evernote.html
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.ipynb .pdf GCS Directory Contents Specifying a prefix GCS Directory# This covers how to load document objects from an Google Cloud Storage (GCS) directory. from langchain.document_loaders import GCSDirectoryLoader # !pip install google-cloud-storage loader = GCSDirectoryLoader(project_name="aist", bucket="testing-hw...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/gcs_directory.html
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Specifying a prefix# You can also specify a prefix for more finegrained control over what files to load. loader = GCSDirectoryLoader(project_name="aist", bucket="testing-hwc", prefix="fake") loader.load() /Users/harrisonchase/workplace/langchain/.venv/lib/python3.10/site-packages/google/auth/_default.py:83: UserWarning...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/gcs_directory.html
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By Harrison Chase © Copyright 2023, Harrison Chase. Last updated on Mar 22, 2023.
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/gcs_directory.html
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.ipynb .pdf HTML HTML# This covers how to load HTML documents into a document format that we can use downstream. from langchain.document_loaders import UnstructuredHTMLLoader loader = UnstructuredHTMLLoader("example_data/fake-content.html") data = loader.load() data [Document(page_content='My First Heading\n\nMy first ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/html.html
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.ipynb .pdf Hacker News Hacker News# How to pull page data and comments from Hacker News from langchain.document_loaders import HNLoader loader = HNLoader("https://news.ycombinator.com/item?id=34817881") data = loader.load() data [Document(page_content="delta_p_delta_x 18 hours ago \n | next [–] \n\nAstrop...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/hn.html
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Document(page_content="andrewflnr 19 hours ago \n | prev | next [–] \n\nWhoa. I didn't know the accretion theory of Ia supernovae was dead, much less that it had been since 2011.\n \nreply", lookup_str='', metadata={'source': 'https://news.ycombinator.com/item?id=34817881', 'title': 'What Lights the Univer...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/hn.html
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.ipynb .pdf Gutenberg Gutenberg# This covers how to load links to Gutenberg e-books into a document format that we can use downstream. from langchain.document_loaders import GutenbergLoader loader = GutenbergLoader('https://www.gutenberg.org/cache/epub/69972/pg69972.txt') data = loader.load() data previous Google Drive...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/gutenberg.html
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.ipynb .pdf Email Contents Retain Elements Email# This notebook shows how to load email (.eml) files. from langchain.document_loaders import UnstructuredEmailLoader loader = UnstructuredEmailLoader('example_data/fake-email.eml') data = loader.load() data [Document(page_content='This is a test email to use for unit te...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/email.html
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.ipynb .pdf Word Documents Contents Retain Elements Word Documents# This covers how to load Word documents into a document format that we can use downstream. from langchain.document_loaders import UnstructuredWordDocumentLoader loader = UnstructuredWordDocumentLoader("fake.docx") data = loader.load() data [Document(p...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/word_document.html
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.ipynb .pdf Web Base Web Base# This covers how to load all text from webpages into a document format that we can use downstream. For more custom logic for loading webpages look at some child class examples such as IMSDbLoader, AZLyricsLoader, and CollegeConfidentialLoader from langchain.document_loaders import WebBaseL...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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[Document(page_content="\n\n\n\n\n\n\n\n\nESPN - Serving Sports Fans. Anytime. Anywhere.\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n Skip to main content\n \n\n ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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College Hoops: Select Games\n\n\n\n\n\n\n\nWomen's College Hoops: Select Games\n\n\n\n\n\n\n\nNHL: Select Games\n\n\n\n\n\n\n\nGerman Cup: Round of 16\n\n\n\n\n\n\n\n30 For 30: Bullies Of Baltimore\n\n\n\n\n\n\n\nMatt Miller's Two-Round NFL Mock Draft\n\n\nQuick Links\n\n\n\n\nSuper Bowl LVII\n\n\n\n\n\n\n\nSuper Bowl ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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Fantasy\n\n\nFollow ESPN\n\n\n\n\nFacebook\n\n\n\n\n\n\n\nTwitter\n\n\n\n\n\n\n\nInstagram\n\n\n\n\n\n\n\nSnapchat\n\n\n\n\n\n\n\nYouTube\n\n\n\n\n\n\n\nThe ESPN Daily Podcast\n\n\nAP Photo/Mark J. Terrilllive\n\n\n\nChristian Wood elevates for the big-time stuffChristian Wood elevates for the big-time stuff15m0:29\n\n...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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sources sayUConn loses two straight for first time in 30 yearsNFL's Goodell on officiating: Never been betterNFLPA's Smith: Get rid of 'intrusive' NFL combineAlex Morgan: 'Bizarre' for Saudis to sponsor WWCBills' Hamlin makes appearance to receive awardWWE Hall of Famer Lawler recovering from strokeWhich NFL team trade...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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Allen skies to drop the hammer2h0:16Once the undisputed greatest, Joe Montana is still working things out15hWright ThompsonSUPER BOWL LVII6:30 P.M. ET ON SUNDAYBarbershop tales, a fistfight and brotherly love: Untold stories that explain the Kelce brothersJason and Travis Kelce will become the first brothers to face ea...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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HOOPS SCORESMEN'S AND WOMEN'S TOP-25 GAMESMen's college hoops scoreboardWomen's college basketball scoresPROJECTING THE BUBBLEMEN'S COLLEGE HOOPSBubble Watch: Current situation? North Carolina has some work to doThe countdown to Selection Sunday on March 12 has begun. We will track which teams are locks and which ones ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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Stephen A. for his top-5 players in the Super BowlDan Orlovsky lets Stephen A. Smith hear it after he lists his top five players in Super Bowl LVII. Best of ESPN+Michael Hickey/Getty ImagesBubble Watch 2023: Brace yourself for NCAA tournament dramaThe countdown to Selection Sunday on March 12 has begun. We will track w...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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Yanks' and Mets' rotations take two of the top three spots on our pre-spring training list. Where did they land -- and did another team sneak past one of 'em? Trending NowAP Photo/Jae C. HongStars pay tribute to LeBron James for securing NBA's all-time points recordLeBron James has passed Kareem Abdul-Jabbar for No. 1 ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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winners and resultsFrom the Packers' 1967 win over the Chiefs to the Rams' victory over the Bengals in 2022, we've got results for every Super Bowl.China Wong/NHLI via Getty ImagesBoston Bruins record tracker: Wins, points, milestonesThe B's are on pace for NHL records in wins and points, along with some individual sup...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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and FedEx Cup playoffs on ESPN and ESPN+. \n\nESPN+\n\n\n\n\nUFC 284: Makhachev vs. Volkanovski (ESPN+ PPV)\n\n\n\n\n\n\n\nMen's College Hoops: Select Games\n\n\n\n\n\n\n\nWomen's College Hoops: Select Games\n\n\n\n\n\n\n\nNHL: Select Games\n\n\n\n\n\n\n\nGerman Cup: Round of 16\n\n\n\n\n\n\n\n30 For 30: Bullies Of Bal...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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Fantasy\n\n\nFollow ESPN\n\n\n\n\nFacebook\n\n\n\n\n\n\n\nTwitter\n\n\n\n\n\n\n\nInstagram\n\n\n\n\n\n\n\nSnapchat\n\n\n\n\n\n\n\nYouTube\n\n\n\n\n\n\n\nThe ESPN Daily Podcast\n\n\nTerms of UsePrivacy PolicyYour US State Privacy RightsChildren's Online Privacy PolicyInterest-Based AdsAbout Nielsen MeasurementDo Not Sel...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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""" # Use this piece of code for testing new custom BeautifulSoup parsers import requests from bs4 import BeautifulSoup html_doc = requests.get("{INSERT_NEW_URL_HERE}") soup = BeautifulSoup(html_doc.text, 'html.parser') # Beautiful soup logic to be exported to langchain.document_loaders.webpage.py # Example: transcript...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/web_base.html
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.ipynb .pdf Directory Loader Contents Change loader class Directory Loader# This covers how to use the DirectoryLoader to load all documents in a directory. Under the hood, by default this uses the UnstructuredLoader from langchain.document_loaders import DirectoryLoader We can use the glob parameter to control which...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/directory_loader.html
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.ipynb .pdf Copy Paste Contents Metadata Copy Paste# This notebook covers how to load a document object from something you just want to copy and paste. In this case, you don’t even need to use a DocumentLoader, but rather can just construct the Document directly. from langchain.docstore.document import Document text ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/copypaste.html
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.ipynb .pdf URL URL# This covers how to load HTML documents from a list of URLs into a document format that we can use downstream. from langchain.document_loaders import UnstructuredURLLoader urls = [ "https://www.understandingwar.org/backgrounder/russian-offensive-campaign-assessment-february-8-2023", "https:...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/url.html
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.ipynb .pdf IMSDb IMSDb# This covers how to load IMSDb webpages into a document format that we can use downstream. from langchain.document_loaders import IMSDbLoader loader = IMSDbLoader("https://imsdb.com/scripts/BlacKkKlansman.html") data = loader.load() data
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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[Document(page_content='\n\r\n\r\n\r\n\r\n BLACKKKLANSMAN\r\n \r\n \r\n \r\n \r\n Written by\r\n\r\n Charlie Wachtel & David Ra...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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FADE IN:\r\n \r\n SCENE FROM "GONE WITH THE WIND"\r\n \r\n Scarlett O\'Hara, played by Vivian Leigh, walks through the\r\n Thousands of injured Confederate Soldiers pulling back to\r\n reveal the Famous Shot of the tattered Confederate ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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Battle but they didn\'t lose The War.\r\n Yes, Friends, We are under attack.\r\n \r\n CUT TO:\r\n \r\n A 1960\'S EDUCATIONAL STYLE FILM\r\n \r\n...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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him. Very\r\n Official. He is not a Southerner and speaks with articulation\r\n and intelligence.\r\n \r\n BEAUREGARD- KLAN NARRATOR\r\n You\'ve read about it in your Local\r\n Newspapers or seen it o...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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CUT TO:\r\n \r\n FOOTAGE OF THE LITTLE ROCK NINE\r\n \r\n being escorted into CENTRAL HIGH SCHOOL, Little Rock,\r\n Arkansas by The National Guard.\r\n \r\n BEAUREGARD- KLAN NARRATOR\r\n ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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Jewish controlled Puppets on the\r\n U.S. Supreme Court compelling White\r\n children to go to School with an\r\n Inferior Race is The Final Nail in a\r\n Black Coffin towards America becoming\r\n a Mongrel Nat...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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Shoes and working\r\n as Butlers, Porters and Maids.\r\n BEAUREGARD- KLAN NARRATOR (V.O.)\r\n (CONT\'D)\r\n We had a great way of Life before The\r\n Martin Luther Coon\'s of The World...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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of Dr. Martin Luther King Jr. sitting in the\r\n front row of a Classroom it reads: Martin Luther King in a\r\n Communist Training School.\r\n \r\n BEAUREGARD- KLAN NARRATOR (CONT\'D)\r\n ...and their Army of Commies start...
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BEAUREGARD- KLAN NARRATOR (CONT\'D)\r\n Do you really want your precious\r\n White Child going to School with\r\n Negroes?\r\n \r\n Footage of Black and White Children playing together,\r\n innocent.\r\n ...
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They are Lying, Dirty Monkeys...\r\n \r\n FOOTAGE and STILLS of Stereotype Blacks Coons, Bucks and\r\n shining Black Mammies. Black Soldiers in D. W. Griffith\'s\r\n "Birth of a Nation" pushing Whites around on the Street.\r\n \r\n CLOS...
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\r\n Images and Scientific charts of Blacks compared to Apes and\r\n Monkeys.\r\n \r\n CLOSE - BEAUREGARD - KLAN NARRATOR\r\n \r\n BEAUREGARD- KLAN NARRATOR (CONT\'D)\r\n ...Rapists, Murder...
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CUT TO:\r\n \r\n LYNCH, The MULATTO, lusting after our LILLIAN GISH in "Birth\r\n of a Nation." Other Lusting Images of Craving Black\r\n Beasts!!! SEXUAL PREDATORS!!!\r\n \r\n ...
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\r\n CUT TO:\r\n \r\n CLOSE - BEAUREGARD - KLAN NARRATOR\r\n \r\n A Stereotype illustration of Jews controlling Negroes.\r\n \r\n ...
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of High Ranking\r\n Blood Sucking Jews! Using an Army of\r\n outside...\r\n \r\n Beauregard continues.\r\n \r\n CUT TO:\r\n ...
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Footage of The March on Washington.\r\n \r\n CUT TO:\r\n \r\n CLOSE - BOUREGARD - KLAN NARRATOR.\r\n \r\n BOUREGARD- KLAN NARRATO...
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\r\n CUT TO:\r\n \r\n An image of an All-American White Nuclear Family.\r\n \r\n CUT TO:\r\n ...
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BOUREGARD-KLAN NARRATOR (CONT\'D)\r\n It\'s an International... Jewish...\r\n Conspiracy.\r\n WE HEAR and end with the Corny Stinger of Music that goes\r\n with these Education and Propaganda Films!\r\n \r\n ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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SHOT\r\n \r\n Superimposed: Early 70s\r\n \r\n An amazing contrast. The beautiful landscape of Colorado\r\n Springs, the City sits nestled within the rugged Mountain\r\n terrain. The majestic Pikes Peak, the jagged beauty of The\r\n ...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html
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sporting a\r\n good sized Afro, rebellious but straight laced by most 1970\'s\r\n standards.\r\n \r\n Ron stares at an Ad attached to a bulletin board.\r\n \r\n CLOSE - THE AD READS:\r\n \r\n JOIN THE CO...
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- COLORADO SPRINGS POLICE DEPT -\r\n DAY\r\n \r\n A drab, white-walled office. Ron sits across the table from\r\n The Assistant City Personnel Manager, MR. TURRENTINE, Black,\r\n 40\'s, business like but progressive and CHIEF BRIDGES, White,\r\n...
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\r\n RON STALLWORTH\r\n I went to College.\r\n \r\n MR. TURRENTINE\r\n How do you feel about Vietnam?\r\n \r\n ...
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Would you call yourself a Womanizer?\r\n RON STALLWORTH\r\n No Sir, I would not.\r\n \r\n MR. TURRENTINE\r\n Do you frequent Night Clubs?\r\n \r\...
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CHIEF BRIDGES\r\n Do you drink?\r\n \r\n RON STALLWORTH\r\n On Special occasions, Sir.\r\n \r\n MR. TURRENTINE\r\n Have you...
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Only those prescribed by My Doctor,\r\n Sir.\r\n \r\n Turrentine looks at Chief Bridges.\r\n \r\n MR. TURRENTINE\r\n That\'s kind of rare these days for a\r\n youn...
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but my Father was in The\r\n Military and I was raised up the\r\n Right way, Sir.\r\n \r\n CHIEF BRIDGES\r\n How are you with people, generally?\r\n \r\n ...
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raised...\r\n \r\n CHIEF BRIDGES\r\n ...Have you ever had any negative...\r\n \r\n Mr. Turrentine jumps in, impatient.\r\n \r\n MR. TU...
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RON STALLWORTH\r\n Would that happen...\r\n \r\n MR. TURRENTINE\r\n ...Sheeeeeeettt!!!\r\n Bridges looks at him. Turrentine waits, Ron doesn\'t know how\r\n to respond, finally. Turrentine leans forwa...
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this City. If we make you an Officer,\r\n you would, in effect, be the Jackie\r\n Robinson of the Colorado Springs\r\n Police force.\r\n \r\n Mr. Turrentine lets this sink in.\r\n \r\n ...
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his fellow\r\n Teammates, from Fans, other Teams,\r\n and The Press.\r\n \r\n RON STALLWORTH\r\n I know Jackie\'s Story, Sir.\r\n \r\n ...
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\r\n Ron evaluates the hard reality of the question. Decides.\r\n \r\n RON STALLWORTH\r\n If I need to, yes, Sir.\r\n \r\n MR. TURRENTINE\r\n ...
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Bridges.\r\n \r\n CHIEF BRIDGES\r\n I\'ll have your back but I can only do\r\n so much. The Weight of this is on\r\n You...and You alone.\r\n \r\n R...
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\r\n INT. RECORDS ROOM - CSPD - DAY\r\n \r\n Ron sorts a file cabinet of records as OFFICER CLAY MULANEY,\r\n 60\'s, White, sits on a stool, reading a Magazine clearly\r\n looking at a Photo of something good.\r\n Ron looks at the Photo of the Actress...
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\r\n OFFICER MULANEY\r\n Never saw it but what you think?\r\n \r\n RON STALLWORTH\r\n She\'s a very good Actress.\r\n \r\n ...
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\r\n Ron ignores it.\r\n \r\n OFFICER MULANEY (CONT\'D)\r\n Truth be told when I see one of your\r\n kind with a White Woman it turns my\r\n Stomach.\r\n \r\n ...
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OFFICER MULANEY\r\n He could only want one thing.\r\n \r\n RON STALLWORTH\r\n What would that be?\r\n \r\n OFFICER MULANEY\r\n ...
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RON STALLWORTH\r\n No, I just like my questions to be\r\n answered.\r\n \r\n A VOICE of UNIFORMED COP WHEATON calls from the other side of\r\n the Counter.\r\n \r\n WHEATON (O....
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Ron walks to the Counter to see The White and sleep-deprived\r\n Cop impatiently leaning on his elbows.\r\n \r\n WHEATON (CONT\'D)\r\n Get me the record for this Toad named\r\n Tippy Birdsong.\r...
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While you\'re at it, why don\'t you\r\n grab another Toad... Steven Wilson.\r\n \r\n Ron pulls the File... another young Black Male, ANOTHER\r\n SEXUAL PREDATOR!\r\n \r\n INT. CSPD HALLWAY - DAY\r\n ...
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RON STALLWORTH\r\n While I\'ve got you both here. Sirs,\r\n I\'d like to be an Undercover\r\n Detective.\r\n \r\n Chief Bridges and Sgt. Trapp both stop.\r\n \r\n ...
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RON STALLWORTH\r\n Whatever Department works, Sir.\r\n \r\n SGT. TRAPP\r\n You just joined The Force, Rookie.\r\n \r\n RON STALLWORTH\r\n ...
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SGT. TRAPP\r\n Is that right?\r\n \r\n RON STALLWORTH\r\n Well, I\'m young. I think there\'s a\r\n niche for me. Get In where I can Fit\r\n In.\r\n ...
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Sgt. Trapp sees the logic, looks to Chief Bridges, who stops,\r\n considering.\r\n \r\n CHIEF BRIDGES\r\n Think a lot of yourself, don\'t cha?\r\n \r\n ...
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Sgt. Trapp reacts knowing Ron shouldn\'t have said that about\r\n the Records Room. CHIEF BRIDGES looks at Ron, matter of fact.\r\n \r\n CHIEF BRIDGES\r\n Well, I think Records is a good place\r\n ...
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\r\n CHIEF BRIDGES\r\n Keep it. I like the look.\r\n \r\n Chief Bridges walks off without another word. SGT. TRAPP\r\n gives a knowing look to Ron, who watches them walk away.\r\n \r\...
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\r\n LANDERS\r\n Need a File on a Toad.\r\n \r\n Ron doesn\'t respond.\r\n \r\n LANDERS (CONT\'D)\r\n You Deaf? I said I ...
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RON STALLWORTH\r\n No Toads here.\r\n \r\n LANDERS\r\n Excuse me?\r\n \r\n RON STALLWORTH\r\n I said, I don...
https://langchain.readthedocs.io/en/latest/modules/document_loaders/examples/imsdb.html