id stringlengths 14 16 | text stringlengths 36 2.73k | source stringlengths 59 127 |
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4d1c3837677f-8 | """
# 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... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-9 | [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 Skip to main content\n \n\n ... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-10 | Select Matches\n\n\n\n\n\n\n\nMel Kiper's NFL Mock Draft 3.0\n\n\nQuick Links\n\n\n\n\nMen's Tournament Challenge\n\n\n\n\n\n\n\nWomen's Tournament Challenge\n\n\n\n\n\n\n\nNFL Draft Order\n\n\n\n\n\n\n\nHow To Watch NHL Games\n\n\n\n\n\n\n\nFantasy Baseball: Sign Up\n\n\n\n\n\n\n\nHow To Watch PGA TOUR\n\n\n\n\n\n\nFa... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-11 | fantasy baseball for free!TOP HEADLINESQB Jackson has requested trade from RavensSources: Texas hiring Terry as full-time coachJets GM: No rush on Rodgers; Lamar not optionLove to leave North Carolina, enter transfer portalBelichick to angsty Pats fans: See last 25 yearsEmbiid out, Harden due back vs. Jokic, NuggetsLyn... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-12 | prospects fared on the road to the Final FourThe 2023 NCAA tournament is down to four teams, and ESPN's Jonathan Givony recaps the players who saw their NBA draft stock change.11hJonathan GivonyAndy Lyons/Getty ImagesTALKING BASKETBALLWhy AD needs to be more assertive with LeBron on the court9h1:33Why Perk won't blame ... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-13 | Men's Tournament ChallengeIllustration by ESPNMen's Tournament ChallengeCheck your bracket(s) in the 2023 Men's Tournament Challenge, which you can follow throughout the Big Dance. Women's Tournament ChallengeIllustration by ESPNWomen's Tournament ChallengeCheck your bracket(s) in the 2023 Women's Tournament Challenge,... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-14 | Watch on ESPN+Gregory Fisher/Icon Sportswire2023 NCAA men's hockey: Results, bracket, how to watchThe matchups in Tampa promise to be thrillers, featuring plenty of star power, high-octane offense and stellar defense.(AP Photo/Koji Sasahara, File)How to watch the PGA Tour, Masters, PGA Championship and FedEx Cup playof... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-15 | Draft Order\n\n\n\n\n\n\n\nHow To Watch NHL Games\n\n\n\n\n\n\n\nFantasy Baseball: Sign Up\n\n\n\n\n\n\n\nHow To Watch PGA TOUR\n\n\nESPN Sites\n\n\n\n\nESPN Deportes\n\n\n\n\n\n\n\nAndscape\n\n\n\n\n\n\n\nespnW\n\n\n\n\n\n\n\nESPNFC\n\n\n\n\n\n\n\nX Games\n\n\n\n\n\n\n\nSEC Network\n\n\nESPN Apps\n\n\n\n\nESPN\n\n\n\n... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-16 | Document(page_content='GoogleSearch Images Maps Play YouTube News Gmail Drive More »Web History | Settings | Sign in\xa0Advanced searchAdvertisingBusiness SolutionsAbout Google© 2023 - Privacy - Terms ', lookup_str='', metadata={'source': 'https://google.com'}, lookup_index=0)]
Load multiple urls concurrently#
You ca... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-17 | [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 Skip to main content\n \n\n ... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-18 | Select Matches\n\n\n\n\n\n\n\nMel Kiper's NFL Mock Draft 3.0\n\n\nQuick Links\n\n\n\n\nMen's Tournament Challenge\n\n\n\n\n\n\n\nWomen's Tournament Challenge\n\n\n\n\n\n\n\nNFL Draft Order\n\n\n\n\n\n\n\nHow To Watch NHL Games\n\n\n\n\n\n\n\nFantasy Baseball: Sign Up\n\n\n\n\n\n\n\nHow To Watch PGA TOUR\n\n\n\n\n\n\nFa... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-19 | fantasy baseball for free!TOP HEADLINESQB Jackson has requested trade from RavensSources: Texas hiring Terry as full-time coachJets GM: No rush on Rodgers; Lamar not optionLove to leave North Carolina, enter transfer portalBelichick to angsty Pats fans: See last 25 yearsEmbiid out, Harden due back vs. Jokic, NuggetsLyn... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-20 | prospects fared on the road to the Final FourThe 2023 NCAA tournament is down to four teams, and ESPN's Jonathan Givony recaps the players who saw their NBA draft stock change.11hJonathan GivonyAndy Lyons/Getty ImagesTALKING BASKETBALLWhy AD needs to be more assertive with LeBron on the court9h1:33Why Perk won't blame ... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-21 | Men's Tournament ChallengeIllustration by ESPNMen's Tournament ChallengeCheck your bracket(s) in the 2023 Men's Tournament Challenge, which you can follow throughout the Big Dance. Women's Tournament ChallengeIllustration by ESPNWomen's Tournament ChallengeCheck your bracket(s) in the 2023 Women's Tournament Challenge,... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-22 | Watch on ESPN+Gregory Fisher/Icon Sportswire2023 NCAA men's hockey: Results, bracket, how to watchThe matchups in Tampa promise to be thrillers, featuring plenty of star power, high-octane offense and stellar defense.(AP Photo/Koji Sasahara, File)How to watch the PGA Tour, Masters, PGA Championship and FedEx Cup playof... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-23 | Draft Order\n\n\n\n\n\n\n\nHow To Watch NHL Games\n\n\n\n\n\n\n\nFantasy Baseball: Sign Up\n\n\n\n\n\n\n\nHow To Watch PGA TOUR\n\n\nESPN Sites\n\n\n\n\nESPN Deportes\n\n\n\n\n\n\n\nAndscape\n\n\n\n\n\n\n\nespnW\n\n\n\n\n\n\n\nESPNFC\n\n\n\n\n\n\n\nX Games\n\n\n\n\n\n\n\nSEC Network\n\n\nESPN Apps\n\n\n\n\nESPN\n\n\n\n... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-24 | Document(page_content='GoogleSearch Images Maps Play YouTube News Gmail Drive More »Web History | Settings | Sign in\xa0Advanced searchAdvertisingBusiness SolutionsAbout Google© 2023 - Privacy - Terms ', lookup_str='', metadata={'source': 'https://google.com'}, lookup_index=0)]
Loading a xml file, or using a differen... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-25 | [Document(page_content='\n\n10\nEnergy\n3\n2018-01-01\n2018-01-01\nfalse\nUniform test method for the measurement of energy efficiency of commercial packaged boilers.\n§ 431.86\nSection § 431.86\n\nEnergy\nDEPARTMENT OF ENERGY\nENERGY CONSERVATION\nENERGY EFFICIENCY PROGRAM FOR CERTAIN COMMERCIAL AND INDUSTRIAL EQUIP... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-26 | Efficiency\nAppendix A, Section 2.\n\n\nHot Water\nOil-fired\n>2,500,000\nCombustion Efficiency\nAppendix A, Section 3.\n\n\nSteam\nGas-fired (all*)\n≥300,000 and ≤2,500,000\nThermal Efficiency\nAppendix A, Section 2.\n\n\nSteam\nGas-fired (all*)\n>2,500,000 and ≤5,000,000\nThermal Efficiency\nAppendix A, Section 2.\n\... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-27 | 2016]\n\n\nEnergy Efficiency Standards\n\n', lookup_str='', metadata={'source': 'https://www.govinfo.gov/content/pkg/CFR-2018-title10-vol3/xml/CFR-2018-title10-vol3-sec431-86.xml'}, lookup_index=0)] | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
4d1c3837677f-28 | previous
URL
next
Weather
Contents
Loading multiple webpages
Load multiple urls concurrently
Loading a xml file, or using a different BeautifulSoup parser
By Harrison Chase
© Copyright 2023, Harrison Chase.
Last updated on Jun 16, 2023. | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/web_base.html |
ef74e007b26d-0 | .ipynb
.pdf
Images
Contents
Using Unstructured
Retain Elements
Images#
This covers how to load images such as JPG or PNG into a document format that we can use downstream.
Using Unstructured#
#!pip install pdfminer
from langchain.document_loaders.image import UnstructuredImageLoader
loader = UnstructuredImageLoader("... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/image.html |
ef74e007b26d-1 | 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... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/image.html |
ef74e007b26d-2 | Image Analysis» Deep Learning Layout Analysis\n‘Character Renguition - Open Serres dary « Tol\n\n\nIntroduction\n\n\n‘Deep Learning(DL)-based approaches are the state-of-the-art for a wide range of\ndoctiment image analysis (DIA) tea including document image clasiffeation [I]\n", lookup_str='', metadata={'source': 'lay... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/image.html |
ef74e007b26d-3 | 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... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/image.html |
2a992d1a892c-0 | .ipynb
.pdf
Docugami
Contents
Prerequisites
Quick start
Advantages vs Other Chunking Techniques
Load Documents
Basic Use: Docugami Loader for Document QA
Using Docugami to Add Metadata to Chunks for High Accuracy Document QA
Docugami#
This notebook covers how to load documents from Docugami. It provides the advantage... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-1 | Advantages vs Other Chunking Techniques#
Appropriate chunking of your documents is critical for retrieval from documents. Many chunking techniques exist, including simple ones that rely on whitespace and recursive chunk splitting based on character length. Docugami offers a different approach:
Intelligent Chunking: Doc... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-2 | DOCUGAMI_API_KEY=os.environ.get('DOCUGAMI_API_KEY')
# To load all docs in the given docset ID, just don't provide document_ids
loader = DocugamiLoader(docset_id="ecxqpipcoe2p", document_ids=["43rj0ds7s0ur"])
docs = loader.load()
docs
[Document(page_content='MUTUAL NON-DISCLOSURE AGREEMENT This Mutual Non-Disclosure Ag... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-3 | Document(page_content='The above named parties desire to engage in discussions regarding a potential agreement or other transaction between the parties (the “Purpose”). In connection with such discussions, it may be necessary for the parties to disclose to each other certain confidential information or materials to ena... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-4 | Document(page_content='1. Confidential Information . For purposes of this Agreement , “ Confidential Information ” means any information or materials disclosed by one party to the other party that: (i) if disclosed in writing or in the form of tangible materials, is marked “confidential” or “proprietary” at the tim... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-5 | Document(page_content="2. Obligations and Restrictions . Each party agrees: (i) to maintain the other party's Confidential Information in strict confidence; (ii) not to disclose such Confidential Information to any third party; and (iii) not to use such Confidential Information for any purpose except for the Pur... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-6 | Document(page_content='3. Exceptions. The obligations and restrictions in Section 2 will not apply to any information or materials that:', metadata={'xpath': '/docset:MutualNon-disclosure/docset:MutualNon-disclosure/docset:MUTUALNON-DISCLOSUREAGREEMENT-section/docset:MUTUALNON-DISCLOSUREAGREEMENT/docset:Consideration... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-7 | Document(page_content='(ii) were rightfully known by the receiving party prior to receiving such information or materials from the disclosing party;', metadata={'xpath': '/docset:MutualNon-disclosure/docset:MutualNon-disclosure/docset:MUTUALNON-DISCLOSUREAGREEMENT-section/docset:MUTUALNON-DISCLOSUREAGREEMENT/docset:Con... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-8 | Document(page_content='4. Compelled Disclosure . Nothing in this Agreement will be deemed to restrict a party from disclosing the other party’s Confidential Information to the extent required by any order, subpoena, law, statute or regulation; provided, that the party required to make such a disclosure uses reasona... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-9 | Document(page_content='5. Return of Confidential Information . Upon the completion or abandonment of the Purpose, and in any event upon the disclosing party’s request, the receiving party will promptly return to the disclosing party all tangible items and embodiments containing or consisting of the disclosing party’s... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-10 | Document(page_content='6. No Obligations . Each party retains the right to determine whether to disclose any Confidential Information to the other party.', metadata={'xpath': '/docset:MutualNon-disclosure/docset:MutualNon-disclosure/docset:MUTUALNON-DISCLOSUREAGREEMENT-section/docset:MUTUALNON-DISCLOSUREAGREEMENT/do... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-11 | Document(page_content='8. Term. This Agreement will remain in effect for a period of seven ( 7 ) years from the date of last disclosure of Confidential Information by either party, at which time it will terminate.', metadata={'xpath': '/docset:MutualNon-disclosure/docset:MutualNon-disclosure/docset:MUTUALNON-DIS... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-12 | Document(page_content='10. Non-compete. To the maximum extent permitted by applicable law, during the Term of this Agreement and for a period of one ( 1 ) year thereafter, Caleb Divine may not market software products or do business that directly or indirectly competes with Docugami software products .', me... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-13 | Document(page_content='11. Miscellaneous. This Agreement will be governed and construed in accordance with the laws of the State of Washington , excluding its body of law controlling conflict of laws. This Agreement is the complete and exclusive understanding and agreement between the parties regarding the subje... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-14 | Document(page_content='[SIGNATURE PAGE FOLLOWS] IN WITNESS WHEREOF, the parties hereto have executed this Mutual Non-Disclosure Agreement by their duly authorized officers or representatives as of the date first set forth above.', metadata={'xpath': '/docset:MutualNon-disclosure/docset:Witness/docset:TheParties/doc... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-15 | tag: Semantic tag for the chunk, using various generative and extractive techniques. More details here: https://github.com/docugami/DFM-benchmarks
Basic Use: Docugami Loader for Document QA#
You can use the Docugami Loader like a standard loader for Document QA over multiple docs, albeit with much better chunks that fo... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-16 | )
Using embedded DuckDB without persistence: data will be transient
# Try out the retriever with an example query
qa_chain("What can tenants do with signage on their properties?")
{'query': 'What can tenants do with signage on their properties?',
'result': ' Tenants may place signs (digital or otherwise) or other form... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-17 | 'source_documents': [Document(page_content='ARTICLE VI SIGNAGE 6.01 Signage . Tenant may place or attach to the Premises signs (digital or otherwise) or other such identification as needed after receiving written permission from the Landlord , which permission shall not be unreasonably withheld. Any damage caused... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-18 | Document(page_content='Signage. Tenant may place or attach to the Premises signs (digital or otherwise) or other such identification as needed after receiving written permission from the Landlord , which permission shall not be unreasonably withheld. Any damage caused to the Premises by the Tenant ’s erecting or ... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-19 | Document(page_content='Landlord , its agents, servants, employees, licensees, invitees, and contractors during the last year of the term of this Lease at any and all times during regular business hours, after 24 hour notice to tenant, to pass and repass on and through the Premises, or such portion thereof as may ... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-20 | Document(page_content="24. SIGNS . No signage shall be placed by Tenant on any portion of the Project . However, Tenant shall be permitted to place a sign bearing its name in a location approved by Landlord near the entrance to the Premises (at Tenant's cost ) and will be furnished a single listing of its nam... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-21 | Using Docugami to Add Metadata to Chunks for High Accuracy Document QA#
One issue with large documents is that the correct answer to your question may depend on chunks that are far apart in the document. Typical chunking techniques, even with overlap, will struggle with providing the LLM sufficent context to answer suc... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-22 | chain_response["source_documents"]
[Document(page_content='1.1 Landlord . DHA Group , a Delaware limited liability company authorized to transact business in New Jersey .', metadata={'xpath': '/docset:OFFICELEASE-section/docset:OFFICELEASE/docset:THISOFFICELEASE/docset:WITNESSETH-section/docset:WITNESSETH/docset:Th... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-23 | Document(page_content='WITNESSES: LANDLORD: DHA Group , a Delaware limited liability company', metadata={'xpath': '/docset:OFFICELEASE-section/docset:OFFICELEASE/docset:THISOFFICELEASE/docset:WITNESSETH-section/docset:WITNESSETH/docset:GrossRentCreditTheRentCredit-section/docset:GrossRentCreditTheRentCredit/docset:Gu... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-24 | Document(page_content="1.16 Landlord 's Notice Address . DHA Group , Suite 1010 , 111 Bauer Dr , Oakland , New Jersey , 07436 , with a copy to the Building Management Office at the Project , Attention: On - Site Property Manager .", metadata={'xpath': '/docset:OFFICELEASE-section/docset:OFFICELEASE/docset... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-25 | Document(page_content='1.6 Rentable Area of the Premises. 9,753 square feet . This square footage figure includes an add-on factor for Common Areas in the Building and has been agreed upon by the parties as final and correct and is not subject to challenge or dispute by either party.', metadata={'xpath': '/docset:O... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-26 | 'id': 'v1bvgaozfkak',
'name': 'TruTone Lane 2.docx',
'structure': 'p',
'tag': 'ThisOfficeLeaseAgreement',
'Landlord': 'BUBBA CENTER PARTNERSHIP',
'Tenant': 'Truetone Lane LLC'}
We can use a self-querying retriever to improve our query accuracy, using this additional metadata:
from langchain.chains.query_constructo... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-27 | qa_chain("What is rentable area for the property owned by DHA Group?")
query='rentable area' filter=Comparison(comparator=<Comparator.EQ: 'eq'>, attribute='Landlord', value='DHA Group')
{'query': 'What is rentable area for the property owned by DHA Group?',
'result': ' 13,500 square feet.',
'source_documents': [Docum... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-28 | Document(page_content='WITNESSES: LANDLORD: DHA Group , a Delaware limited liability company', metadata={'xpath': '/docset:OFFICELEASE-section/docset:OFFICELEASE/docset:THISOFFICELEASE/docset:WITNESSETH-section/docset:WITNESSETH/docset:GrossRentCreditTheRentCredit-section/docset:GrossRentCreditTheRentCredit/docset:Gu... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-29 | Document(page_content="1.16 Landlord 's Notice Address . DHA Group , Suite 1010 , 111 Bauer Dr , Oakland , New Jersey , 07436 , with a copy to the Building Management Office at the Project , Attention: On - Site Property Manager .", metadata={'xpath': '/docset:OFFICELEASE-section/docset:OFFICELEASE/docset... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-30 | Document(page_content='1.6 Rentable Area of the Premises. 13,500 square feet . This square footage figure includes an add-on factor for Common Areas in the Building and has been agreed upon by the parties as final and correct and is not subject to challenge or dispute by either party.', metadata={'xpath': '/docset:... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
2a992d1a892c-31 | By Harrison Chase
© Copyright 2023, Harrison Chase.
Last updated on Jun 16, 2023. | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/docugami.html |
b1a5b5a13320-0 | .ipynb
.pdf
Weather
Weather#
OpenWeatherMap is an open source weather service provider
This loader fetches the weather data from the OpenWeatherMap’s OneCall API, using the pyowm Python package. You must initialize the loader with your OpenWeatherMap API token and the names of the cities you want the weather data for.
... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/weather.html |
999653733c2d-0 | .ipynb
.pdf
ChatGPT Data
ChatGPT Data#
ChatGPT is an artificial intelligence (AI) chatbot developed by OpenAI.
This notebook covers how to load conversations.json from your ChatGPT data export folder.
You can get your data export by email by going to: https://chat.openai.com/ -> (Profile) - Settings -> Export data -> C... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/chatgpt_loader.html |
2a3684027487-0 | .ipynb
.pdf
JSON
Contents
Using JSONLoader
Extracting metadata
The metadata_func
Common JSON structures with jq schema
JSON#
JSON (JavaScript Object Notation) is an open standard file format and data interchange format that uses human-readable text to store and transmit data objects consisting of attribute–value pair... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
2a3684027487-1 | {'content': 'Im not interested in this bag. Im interested in the '
'blue one!',
'sender_name': 'User 1',
'timestamp_ms': 1675595109305},
{'content': 'Here is $129',
'sender_name': 'User 2',
'timestamp_ms': 1675595068468}... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
2a3684027487-2 | loader = JSONLoader(
file_path='./example_data/facebook_chat.json',
jq_schema='.messages[].content')
data = loader.load()
pprint(data)
[Document(page_content='Bye!', metadata={'source': '/Users/avsolatorio/WBG/langchain/docs/modules/indexes/document_loaders/examples/example_data/facebook_chat.json', 'seq_num': ... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
2a3684027487-3 | Document(page_content='Online is at least $100', metadata={'source': '/Users/avsolatorio/WBG/langchain/docs/modules/indexes/document_loaders/examples/example_data/facebook_chat.json', 'seq_num': 8}),
Document(page_content='How much do you want?', metadata={'source': '/Users/avsolatorio/WBG/langchain/docs/modules/index... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
2a3684027487-4 | Additionally, we now have to explicitly specify in the loader, via the content_key argument, the key from the record where the value for the page_content needs to be extracted from.
# Define the metadata extraction function.
def metadata_func(record: dict, metadata: dict) -> dict:
metadata["sender_name"] = record.g... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
2a3684027487-5 | Document(page_content='I thought you were selling the blue one!', metadata={'source': '/Users/avsolatorio/WBG/langchain/docs/modules/indexes/document_loaders/examples/example_data/facebook_chat.json', 'seq_num': 4, 'sender_name': 'User 1', 'timestamp_ms': 1675595140251}),
Document(page_content='Im not interested in th... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
2a3684027487-6 | Document(page_content='How much do you want?', metadata={'source': '/Users/avsolatorio/WBG/langchain/docs/modules/indexes/document_loaders/examples/example_data/facebook_chat.json', 'seq_num': 9, 'sender_name': 'User 1', 'timestamp_ms': 1675594799696}),
Document(page_content='Goodmorning! $50 is too low.', metadata={'... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
2a3684027487-7 | metadata["sender_name"] = record.get("sender_name")
metadata["timestamp_ms"] = record.get("timestamp_ms")
if "source" in metadata:
source = metadata["source"].split("/")
source = source[source.index("langchain"):]
metadata["source"] = "/".join(source)
return metadata
loader = JS... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
2a3684027487-8 | Document(page_content='Im not interested in this bag. Im interested in the blue one!', metadata={'source': 'langchain/docs/modules/indexes/document_loaders/examples/example_data/facebook_chat.json', 'seq_num': 5, 'sender_name': 'User 1', 'timestamp_ms': 1675595109305}),
Document(page_content='Here is $129', metadata={... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
2a3684027487-9 | Document(page_content='Hi! Im interested in your bag. Im offering $50. Let me know if you are interested. Thanks!', metadata={'source': 'langchain/docs/modules/indexes/document_loaders/examples/example_data/facebook_chat.json', 'seq_num': 11, 'sender_name': 'User 1', 'timestamp_ms': 1675549022673})]
Common JSON structu... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/json.html |
72ac12c8158c-0 | .ipynb
.pdf
Figma
Figma#
Figma is a collaborative web application for interface design.
This notebook covers how to load data from the Figma REST API into a format that can be ingested into LangChain, along with example usage for code generation.
import os
from langchain.document_loaders.figma import FigmaFileLoader
fr... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/figma.html |
72ac12c8158c-1 | # See https://python.langchain.com/en/latest/modules/models/chat/getting_started.html for chat info
system_prompt_template = """You are expert coder Jon Carmack. Use the provided design context to create idomatic HTML/CSS code as possible based on the user request.
Everything must be inline in one file and your... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/figma.html |
72ac12c8158c-2 | <!DOCTYPE html>\n<html lang="en">\n<head>\n <meta charset="UTF-8">\n <meta name="viewport" content="width=device-width, initial-scale=1.0">\n <style>\n @import url(\'https://fonts.googleapis.com/css2?family=DM+Sans:wght@500;700&family=Inter:wght@600&display=swap\');\n\n body {\n margin... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/figma.html |
72ac12c8158c-3 | }\n\n .header nav {\n display: flex;\n align-items: center;\n }\n\n .header nav a {\n font-size: 14px;\n font-weight: 500;\n text-decoration: none;\n color: #000;\n margin-left: 20px;\n }\n\n @media (max-widt... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/figma.html |
72ac12c8158c-4 | previous
Fauna
next
GitBook
By Harrison Chase
© Copyright 2023, Harrison Chase.
Last updated on Jun 16, 2023. | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/figma.html |
6e338ca2469f-0 | .ipynb
.pdf
AWS S3 File
AWS S3 File#
Amazon Simple Storage Service (Amazon S3) is an object storage service.
AWS S3 Buckets
This covers how to load document objects from an AWS S3 File object.
from langchain.document_loaders import S3FileLoader
#!pip install boto3
loader = S3FileLoader("testing-hwc", "fake.docx")
loade... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/aws_s3_file.html |
3f3238f4cab7-0 | .ipynb
.pdf
BiliBili
BiliBili#
Bilibili is one of the most beloved long-form video sites in China.
This loader utilizes the bilibili-api to fetch the text transcript from Bilibili.
With this BiliBiliLoader, users can easily obtain the transcript of their desired video content on the platform.
#!pip install bilibili-api... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/bilibili.html |
db369b858f99-0 | .ipynb
.pdf
Git
Contents
Load existing repository from disk
Clone repository from url
Filtering files to load
Git#
Git is a distributed version control system that tracks changes in any set of computer files, usually used for coordinating work among programmers collaboratively developing source code during software d... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/git.html |
db369b858f99-1 | By Harrison Chase
© Copyright 2023, Harrison Chase.
Last updated on Jun 16, 2023. | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/git.html |
bb774a8bc713-0 | .ipynb
.pdf
Arxiv
Contents
Installation
Examples
Arxiv#
arXiv is an open-access archive for 2 million scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics.
This notebook shows how t... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/arxiv.html |
bb774a8bc713-1 | 'Authors': 'Caprice Stanley, Tobias Windisch',
'Summary': 'Graphs on lattice points are studied whose edges come from a finite set of\nallowed moves of arbitrary length. We show that the diameter of these graphs on\nfibers of a fixed integer matrix can be bounded from above by a constant. We\nthen study the mixing beh... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/arxiv.html |
5c09bf64f18f-0 | .ipynb
.pdf
Notion DB 2/2
Contents
Requirements
Setup
1. Create a Notion Table Database
2. Create a Notion Integration
3. Connect the Integration to the Database
4. Get the Database ID
Usage
Notion DB 2/2#
Notion is a collaboration platform with modified Markdown support that integrates kanban boards, tasks, wikis an... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/notiondb.html |
5c09bf64f18f-1 | Click the “Submit” button to create the integration.
Once the integration is created, you’ll be provided with an Integration Token (API key). Copy this token and keep it safe, as you’ll need it to use the NotionDBLoader.
3. Connect the Integration to the Database#
To connect your integration to the database, follow the... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/notiondb.html |
5c09bf64f18f-2 | ········
from langchain.document_loaders import NotionDBLoader
loader = NotionDBLoader(
integration_token=NOTION_TOKEN,
database_id=DATABASE_ID,
request_timeout_sec=30 # optional, defaults to 10
)
docs = loader.load()
print(docs)
previous
Modern Treasury
next
Notion DB 1/2
Contents
Requirements
Setup
1... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/notiondb.html |
6ac33a98b020-0 | .ipynb
.pdf
Wikipedia
Contents
Installation
Examples
Wikipedia#
Wikipedia is a multilingual free online encyclopedia written and maintained by a community of volunteers, known as Wikipedians, through open collaboration and using a wiki-based editing system called MediaWiki. Wikipedia is the largest and most-read refe... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/wikipedia.html |
27342a449e42-0 | .ipynb
.pdf
Google Cloud Storage File
Google Cloud Storage File#
Google Cloud Storage is a managed service for storing unstructured data.
This covers how to load document objects from an Google Cloud Storage (GCS) file object (blob).
# !pip install google-cloud-storage
from langchain.document_loaders import GCSFileLoad... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/google_cloud_storage_file.html |
f85ecba3862a-0 | .ipynb
.pdf
AWS S3 Directory
Contents
Specifying a prefix
AWS S3 Directory#
Amazon Simple Storage Service (Amazon S3) is an object storage service
AWS S3 Directory
This covers how to load document objects from an AWS S3 Directory object.
#!pip install boto3
from langchain.document_loaders import S3DirectoryLoader
loa... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/aws_s3_directory.html |
4e82b56dfde1-0 | .ipynb
.pdf
IMSDb
IMSDb#
IMSDb is the Internet Movie Script Database.
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[0].page_conte... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/imsdb.html |
2b0042d6f350-0 | .ipynb
.pdf
CSV
Contents
Customizing the csv parsing and loading
Specify a column to identify the document source
UnstructuredCSVLoader
CSV#
A comma-separated values (CSV) file is a delimited text file that uses a comma to separate values. Each line of the file is a data record. Each record consists of one or more fi... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-1 | [Document(page_content='Team: Nationals\n"Payroll (millions)": 81.34\n"Wins": 98', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 0}, lookup_index=0), Document(page_content='Team: Reds\n"Payroll (millions)": 82.20\n"Wins": 97', lookup_str='', metadata={'source': './example_data/mlb_teams... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-2 | 6}, lookup_index=0), Document(page_content='Team: Orioles\n"Payroll (millions)": 81.43\n"Wins": 93', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 7}, lookup_index=0), Document(page_content='Team: Rays\n"Payroll (millions)": 64.17\n"Wins": 90', lookup_str='', metadata={'source': './exam... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-3 | 'row': 13}, lookup_index=0), Document(page_content='Team: Brewers\n"Payroll (millions)": 97.65\n"Wins": 83', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 14}, lookup_index=0), Document(page_content='Team: Phillies\n"Payroll (millions)": 174.54\n"Wins": 81', lookup_str='', metadata={'so... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-4 | 'row': 20}, lookup_index=0), Document(page_content='Team: Blue Jays\n"Payroll (millions)": 75.48\n"Wins": 73', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 21}, lookup_index=0), Document(page_content='Team: Royals\n"Payroll (millions)": 60.91\n"Wins": 72', lookup_str='', metadata={'sou... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-5 | 'row': 27}, lookup_index=0), Document(page_content='Team: Cubs\n"Payroll (millions)": 88.19\n"Wins": 61', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 28}, lookup_index=0), Document(page_content='Team: Astros\n"Payroll (millions)": 60.65\n"Wins": 55', lookup_str='', metadata={'source':... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-6 | Customizing the csv parsing and loading#
See the csv module documentation for more information of what csv args are supported.
loader = CSVLoader(file_path='./example_data/mlb_teams_2012.csv', csv_args={
'delimiter': ',',
'quotechar': '"',
'fieldnames': ['MLB Team', 'Payroll in millions', 'Wins']
})
data = ... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-7 | [Document(page_content='MLB Team: Team\nPayroll in millions: "Payroll (millions)"\nWins: "Wins"', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 0}, lookup_index=0), Document(page_content='MLB Team: Nationals\nPayroll in millions: 81.34\nWins: 98', lookup_str='', metadata={'source': './e... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-8 | lookup_index=0), Document(page_content='MLB Team: Rangers\nPayroll in millions: 120.51\nWins: 93', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 7}, lookup_index=0), Document(page_content='MLB Team: Orioles\nPayroll in millions: 81.43\nWins: 93', lookup_str='', metadata={'source': './ex... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-9 | Document(page_content='MLB Team: White Sox\nPayroll in millions: 96.92\nWins: 85', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 14}, lookup_index=0), Document(page_content='MLB Team: Brewers\nPayroll in millions: 97.65\nWins: 83', lookup_str='', metadata={'source': './example_data/mlb_... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-10 | lookup_index=0), Document(page_content='MLB Team: Mets\nPayroll in millions: 93.35\nWins: 74', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 21}, lookup_index=0), Document(page_content='MLB Team: Blue Jays\nPayroll in millions: 75.48\nWins: 73', lookup_str='', metadata={'source': './exa... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-11 | lookup_index=0), Document(page_content='MLB Team: Rockies\nPayroll in millions: 78.06\nWins: 64', lookup_str='', metadata={'source': './example_data/mlb_teams_2012.csv', 'row': 28}, lookup_index=0), Document(page_content='MLB Team: Cubs\nPayroll in millions: 88.19\nWins: 61', lookup_str='', metadata={'source': './examp... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
2b0042d6f350-12 | Specify a column to identify the document source#
Use the source_column argument to specify a source for the document created from each row. Otherwise file_path will be used as the source for all documents created from the CSV file.
This is useful when using documents loaded from CSV files for chains that answer questi... | rtdocs_stable/api.python.langchain.com/en/stable/modules/indexes/document_loaders/examples/csv.html |
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