What is Preprocess?
Chunking heavily impacts the performance of your retrieval when dealing with LLMs. Preprocess split documents into optimal chunks of text. We split PDF and Office files based on the original document structure and content semantics.
Problem
Current solution involves manually splitting documents for retrieval when dealing with LLMs
chunking heavily impacts the performance of your retrieval
split documents into optimal chunks of text
Solution
Text processing tool
Preprocess split documents into optimal chunks of text
Splits PDF and Office files based on document structure and content semantics
Customers
Data scientists, AI researchers, IT professionals
Working with LLMs and information retrieval systems
Seek to enhance retrieval performance through optimized document processing
Unique Features
Splitting documents based on original structure and content semantics for optimal retrieval
Targets improvement in RAG performances for better interaction with LLMs
User Comments
Users find the chunking feature to significantly improve processing
The tool is seen as a potent enhancer for LLM performance
Feedback indicates substantial ease for handling large documents
The focus on document semantics is appreciated
Some users suggest more document type support could be beneficial
Traction
Newly launched, growing user base from ProductHunt exposure
The focus on solving LLM retrieval issues attracts AI and data professionals
Market Size
The document processing and retrieval market with LLMs is growing, valued at $2 billion in 2023 with expected growth
