I will clean and structure simple documents for rag in json with metadata

Changliang L

China

I speak Chinese, English

Freelance AI FullStack Developer

I am a professional software developer with years of practical experience in full-stack development and AI tool application. I am strong at independent project delivery, systematic thinking, and clear...
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About this Gig

Need clean, reliable document data for your AI workflow?

I help you turn simple documents into RAG-ready outputs for Dify, Make, Coze, and custom pipelines.

What you get

  • Clean text outputs (TXT / Markdown)
  • Structured metadata (JSON)
  • Chunk-ready files (JSONL, Premium)
  • Stable source traceability for retrieval use

Best for

  • Plain text documents
  • Light table content
  • Regular OCR scans with readable quality

Supported files

PDF, DOCX, PPTX, TXT, MD, PNG, JPG

Important scope note

This gig is not for advanced layout reconstruction.

If your files have complex merged tables, multi-row headers, or highly complex formatting, message me first for a pre-check.

Integration note

I provide cleaned outputs + guidance/sample usage.

Vector DB ingestion scripts are client-side unless added as a custom order.

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clean and structure simple documents for rag in json with metadata
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Convert from:

PDF

Convert to:

JSON

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