Preprocess
Preprocess accurately parses long, complex documents to create RAG-ready data with unmatched precision.
https://preprocess.co/?ref=aipure
Product Information
Updated:Jun 16, 2025
Preprocess Monthly Traffic Trends
Preprocess received 1.4k visits last month, demonstrating a Significant Decline of -27.4%. Based on our analysis, this trend aligns with typical market dynamics in the AI tools sector.
View history trafficWhat is Preprocess
Preprocess is an advanced document preprocessing platform designed specifically for Retrieval Augmented Generation (RAG) applications. It offers a comprehensive solution for converting and splitting complex documents into optimal chunks of text, handling various file formats including PDF, Word, PowerPoint, Excel, HTML and more. As a specialized ingestion pipeline, Preprocess aims to maximize RAG performance by properly handling document preprocessing complexities that are crucial for effective information retrieval.
Key Features of Preprocess
Preprocess is an ingestion pipeline solution designed to optimize RAG (Retrieval Augmented Generation) performance by efficiently converting and splitting complex documents into optimal chunks of text. It offers automated document preprocessing capabilities across multiple file formats including PDF, Word, PowerPoint, Excel, HTML, and text files, while handling the complexities of document rendering and chunking to prepare data for vector databases.
Multi-format Document Support: Handles various file formats including PDF, Word, PowerPoint, Excel, HTML, OpenOffice, and text files with specialized preprocessing for each type
Automated Chunking System: Intelligently splits documents into optimal chunks while preserving context and document structure for better RAG performance
Developer Integration Options: Provides multiple integration options including API, Python SDK, and LlamaHub compatibility, with upcoming support for Langchain and Haystack
Enterprise-ready Dashboard: Offers a comprehensive dashboard for managing and monitoring document preprocessing operations with playground testing capabilities
Use Cases of Preprocess
Enterprise Document Management: Processing large volumes of corporate documents for internal knowledge bases and search systems
Research and Analysis: Converting academic papers and research documents into RAG-ready formats for AI-powered analysis
Legal Document Processing: Preprocessing legal documents and contracts for automated analysis and information retrieval
Technical Documentation: Converting technical manuals and documentation into optimized chunks for AI-powered support systems
Pros
Streamlines document preprocessing workflow
Supports multiple file formats
Easy integration through various developer tools
Cons
Some features like data source integrations are still in development
Limited information about pricing structure
How to Use Preprocess
Sign up for an account: Go to app.preprocess.co/signup to create a free account to access the Preprocess platform
Get API access: Once signed up, obtain your API key from the dashboard which will be needed to use the service
Choose integration method: Select how you want to integrate Preprocess - either through direct API calls, Python SDK, or platforms like LlamaHub
Try the Playground: Use the Playground feature at app.preprocess.co/console/playground to test preprocessing capabilities by entering your API key and selecting files
Upload documents: Upload your documents that need preprocessing - Preprocess supports PDF, Word, PowerPoint, Excel, HTML, OpenOffice and text files
Process documents: The service will automatically handle document preprocessing, converting and splitting complex documents into optimal chunks ready for RAG
Review results: Preview the preprocessed chunks and verify the output meets your requirements for vector database ingestion
Integrate with RAG pipeline: Use the preprocessed data in your RAG application by connecting it to your vector database and LLM infrastructure
Preprocess FAQs
Preprocess is an ingestion pipeline service that converts and splits complex documents into optimal chunks of text for RAG (Retrieval-Augmented Generation) applications. It handles preprocessing complexities so developers can focus on building their applications.
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Analytics of Preprocess Website
Preprocess Traffic & Rankings
1.4K
Monthly Visits
#8206657
Global Rank
-
Category Rank
Traffic Trends: Jan 2025-May 2025
Preprocess User Insights
-
Avg. Visit Duration
1.32
Pages Per Visit
52.07%
User Bounce Rate
Top Regions of Preprocess
IN: 67.92%
HK: 32.08%
Others: 0%
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