Top 19 Python information-extraction Projects

information-extraction

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• PaddleNLP

  2 11,622 9.8 Python

  👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

  

• Scout Monitoring

  www.scoutapm.com featured

  Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

  

• DeepKE

  2 3,079 9.4 Python

  [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

  

• InvoiceNet

  4 2,407 3.4 Python

  Deep neural network to extract intelligent information from invoice documents.

• kor

  8 1,540 6.3 Python

  LLM(😽)

Project mention: Pydentic in prompt engineering | /r/LangChain | 2023-11-29

Check out kor

• 007-TheBond

  4 1,075 6.4 Python

  This Script will help you to gather information about your victim or friend.

• ail-framework

  2 514 9.5 Python

  AIL framework - Analysis Information Leak framework

  

Project mention: Ask HN: Show me your half baked project | news.ycombinator.com | 2023-10-12

First time coming across this, looks very cool! Definitely some ideas there that I'd like to implement for osintbuddy. Another project I'm going to be taking some ideas from is: https://github.com/ail-project/ail-framework - a modular framework to analyse potential information leaks

• RomBuster

  1 441 6.4 Python

  RomBuster is a router exploitation tool that allows to disclosure network router admin password.

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• medaCy

  1 421 0.0 Python

  :hospital: Medical Text Mining and Information Extraction with spaCy

  

• MedCAT

  1 414 9.0 Python

  Medical Concept Annotation Tool

  

• HugNLP

  3 370 7.6 Python

  CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 (by HugAILab)

  

• GoLLIE

  1 239 9.6 Python

  Guideline following Large Language Model for Information Extraction

  

Project mention: A LLM trained to follow annotation guidelines, for information extraction tasks | news.ycombinator.com | 2023-10-30

• huspacy

  3 149 8.6 Python

  HuSpaCy: industrial-strength Hungarian natural language processing

  

• ChatGPT_for_IE

  1 133 8.1 Python

  Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

  

• htmldate

  1 114 7.6 Python

  Fast and robust date extraction from web pages, with Python or on the command-line

• targetedSummarization

  3 87 1.8 Python

  TextReducer - A Tool for Summarization and Information Extraction

• KIE_invoice_minimal

  1 49 0.0 Python

  Key information extraction from invoice document with Graph Convolution Network

• IRCP

  1 44 8.7 Python

  A robust information gathering tool for large scale reconnaissance on Internet Relay Chat servers 🛰️ (by internet-relay-chat)

  

• AdaKGC

  1 17 7.7 Python

  [EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction

  

• CyberSecurityAuditScript

  3 9 4.0 Python

  Security audit script decreases info gathering from average of 5 minutes, to 20 seconds, and returns everything into a textfile.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Python information-extraction related posts

• Pydentic in prompt engineering

  1 project | /r/LangChain | 29 Nov 2023

• 27-Jun-2023

  1 project | /r/dailyainews | 29 Jun 2023

• Guidance on creating a very lightweight model that does one task very well

  2 projects | /r/LocalLLaMA | 26 Jun 2023

• Kor: Extract structured data using LLMs

  1 project | /r/hypeurls | 26 Jun 2023

• Kor: Extract structured data using LLMs

  1 project | news.ycombinator.com | 26 Jun 2023

• A minimal design pattern for LLM-powered microservices with FastAPI & LangChain

  4 projects | /r/LocalLLaMA | 13 Jun 2023

• Information extraction in large documents with LLMs

  1 project | /r/MLQuestions | 10 Jun 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 13 Jun 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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