Preprocess

Preprocess is a handy tool to change different document types into neatly arranged text pieces. This makes them work well with AI programs, especially big language models and systems that find and use information.

Key Features

Preprocess makes document preparation easy with smart techniques for each file type:

HTML Files: It cleverly takes out content, arranges it by meaning, and gives clean text by removing HTML tags and useless parts.

Word Documents: It keeps the layout and arranges by meaning based on the initial structure. It handles lists, tables, and media, then gives clean text.

PDFs: It keeps the layout and meaning intact, handles tables and images smartly, and gives clean text.

Excel Files: It recognizes tables, takes out structured data, and processes each sheet while keeping their links. Then it gives clean text.

Plain Text Files: It analyzes meaning, chunks text smartly by meaning, and parses accurately to keep the flow.

OpenOffice Files: It processes ODT, ODS, and ODP files, keeps the layout and meaning intact, handles tables, lists, and media smartly, and gives clean text.

Benefits

Accurate Parsing: It takes text out precisely from complex documents.

Improved LLM Accuracy: It keeps the meaning flow for more accurate and useful responses.

Time Efficiency: It saves time by avoiding custom preparation scripts.

Scalability: It handles many files quickly with a strong API.

Seamless Integration: It fits easily into data workflows.

Preprocess ensures documents are split into the best chunks, ready for use, indexing, and retrieval. This brings out the best in data for AI uses.