Transform Any Text into Structured Data with One Click
The intelligent text extraction tool that instantly converts any text into organized data.
No coding required - just paste your text and get structured results in seconds.
🎯 Simply paste your text and extract valuable information instantly
from 99+ happy users
TapExtract is trusted by users worldwide for reliable text extraction
What is TapExtract
TapExtract is an intelligent online tool that instantly converts any unstructured text into organized data. Simply paste your content and get structured results without any technical knowledge required.
- Precise Source GroundingEvery extraction maps to its exact location in source text, enabling visual highlighting for easy verification.
- Reliable Schema OutputConsistent JSON structure based on your examples, perfect for databases and analytics pipelines.
- Long Document SupportHandle large documents with automatic chunking, parallel processing, and multi-pass extraction.
Why Choose TapExtract
Extract structured data from any text with AI-powered precision and complete transparency.
How to Use TapExtract
Extract structured data from any text in three easy steps:
Key Features of TapExtract
Everything you need to transform any text into organized data with one-click simplicity.
Precise Source Grounding
Maps every extraction to its exact location in source text, enabling visual highlighting for traceability.
Reliable Structured Outputs
Enforces consistent output schema based on your examples, perfect for databases and analytics.
Long Document Optimization
Handles large documents with automatic chunking, parallel processing, and multiple passes.
Domain Adaptability
Works across any domain using just a few examples - no model fine-tuning required.
Interactive Visualization
Generates interactive HTML visualizations to review extracted entities in context.
Multi-Model Support
Works with Google Gemini, OpenAI, local Ollama models, and any OpenAI-compatible endpoint.
Users Love TapExtract
for its precision and ease of use.
Trusted by
5000+
Users
Extract from
147K+
Characters
Get results in
30
Seconds
What Users Say About TapExtract
Hear from professionals who transformed their data extraction workflows with TapExtract's simple interface.
Dr. Sarah Mitchell
Medical Research Lead
TapExtract revolutionized our clinical note analysis. We extracted structured data from 10,000+ medical records in hours, not months!
Alex Rodriguez
Legal Tech Developer
The precision of source grounding is incredible. We can now extract contract clauses and trace them back to exact paragraphs with confidence.
Emily Chen
Data Scientist
No more regex nightmares! LangExtract handles complex entity extraction from research papers with just a few examples. Game-changer for NLP workflows.
Marcus Thompson
Academic Researcher
Processed entire literature corpus in Romeo and Juliet analysis. The interactive visualizations make reviewing extractions incredibly intuitive.
Lisa Zhang
Business Intelligence Analyst
LangExtract transformed our document processing pipeline. From unstructured reports to queryable databases in minutes - amazing accuracy!
David Kumar
ML Engineer
The multi-model support is fantastic. We use local Ollama for privacy-sensitive data and cloud models for general tasks. Perfect flexibility!
Frequently Asked Questions About TapExtract
Have another question? Check our documentation or GitHub repository.
What exactly is TapExtract and how does it work?
TapExtract is an intelligent online tool that converts any text into organized data instantly. Simply paste your text, describe what you want to extract, and get structured results with highlighted source locations - no technical skills required.
Do I need advanced technical skills to use TapExtract?
Not at all! TapExtract is designed for everyone. Simply paste your text, tell us what information you're looking for in plain language, and the AI does all the technical work for you.
What types of documents can I process with TapExtract?
TapExtract works with any text - emails, articles, reports, documents, websites, or any content you can copy and paste. Perfect for business documents, research papers, customer feedback, and more.
How accurate is TapExtract's extraction?
TapExtract delivers highly accurate results, especially when you provide clear examples. Our AI typically achieves 95%+ accuracy, and you can always verify results with our source highlighting feature.
What AI models does TapExtract support?
TapExtract is powered by advanced AI models including Google Gemini and OpenAI, ensuring reliable and consistent extraction results. The system automatically uses the best model for your specific task.
Can I use TapExtract for commercial projects?
Absolutely! TapExtract is free to use for both personal and commercial projects. Extract data for your business reports, customer analysis, research projects, or any professional work.
Start Extracting Structured Data Today
Transform your text processing workflow with LangExtract.