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Parseflow

Turn documents into structured JSON for AI.

Chunking + formatting. No storage.

What it does

  1. Upload document
  2. It splits into chunks
  3. Returns structured JSON

Built for LLM pipelines and document processing.

Real example

Input

PDF or text file

{
  "chunks": [
    {
      "text": "...",
      "index": 0
    }
  ],
  "metadata": {
    "length": 1234,
    "chunks": 1
  }
}

Token / size efficiency

TypeTokens
Raw doc12,000
Chunked6,500

Estimates vary. Goal is reducing overhead.

Use cases

  • RAG pipelines
  • Chatbots over documents
  • Search indexing
  • Preprocessing data for AI

Why use it

  • Consistent output
  • Less token waste
  • Simple API
  • Predictable structure