Parseflow
Turn documents into structured JSON for AI.
Chunking + formatting. No storage.
What it does
- Upload document
- It splits into chunks
- 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
| Type | Tokens |
|---|---|
| Raw doc | 12,000 |
| Chunked | 6,500 |
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