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What is Instructor?

Instructor is a robust resource for developers aiming to extract structured data from natural language inputs through the use of Large Language Models (LLMs). By seamlessly integrating with Python's Pydantic library, it allows users to outline the expected output structures using type hints, which not only simplifies schema validation but also increases compatibility with various integrated development environments (IDEs). The platform supports a diverse array of LLM providers, including OpenAI, Anthropic, Litellm, and Cohere, providing users with numerous options for implementation. With customizable functionalities, users can create specific validators and personalize error messages, which significantly enhances the data validation process. Engineers from well-known platforms like Langflow trust Instructor for its reliability and efficiency in managing structured outputs generated by LLMs. Furthermore, the combination of Pydantic and type hints streamlines the schema validation and prompting processes, reducing the amount of effort and code developers need to invest while ensuring seamless integration with their IDEs. This versatility positions Instructor as an essential tool for developers eager to improve both their data extraction and validation workflows, ultimately leading to more efficient and effective development practices.

What is ExtractAny?

ExtractAny is a powerful AI-based platform designed to simplify and automate the extraction of structured data from diverse sources like web pages, PDF documents, and files. It provides a user-friendly, no-code environment featuring a drag-and-drop visual schema editor that allows users to map complex data structures including nested fields and arrays without programming knowledge. By leveraging natural language prompts, ExtractAny intelligently identifies and extracts relevant information such as pricing, contact details, product specifications, and article content. The system supports advanced parsing of challenging layouts, including dynamic sections and nested content, making it ideal for diverse document types. Extraction tasks are executed in real-time with built-in validation to ensure accuracy and reliability of data in JSON format. Users benefit from flexible pricing tiers, from a free starter plan with limited credits to premium packages offering concurrent task execution and dedicated support. ExtractAny’s parallel processing capabilities enable efficient handling of bulk data extraction projects. The platform also integrates with APIs for seamless incorporation into existing workflows. Globally trusted by developers, analysts, and business teams, ExtractAny enhances productivity by reducing manual data collection efforts. With its combination of advanced technology and ease of use, ExtractAny is a comprehensive tool for modern data extraction needs.

Media

Media

No images available

Integrations Supported

Claude
Cohere
Elixir
Langflow
OpenAI
PHP
PydanticAI
Python
Ruby
TypeScript

Integrations Supported

Claude
Cohere
Elixir
Langflow
OpenAI
PHP
PydanticAI
Python
Ruby
TypeScript

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Instructor

Company Website

useinstructor.com

Company Facts

Organization Name

ExtractAny

Date Founded

2025

Company Location

China

Company Website

extractany.com

Categories and Features

Categories and Features

Data Extraction

Disparate Data Collection
Document Extraction
Email Address Extraction
IP Address Extraction
Image Extraction
Phone Number Extraction
Pricing Extraction
Web Data Extraction

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