I will build ai document chat, ocr, rag, vector database and document processing backen

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adriana_lauras
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adriana_lauras
Adriana Laura

About this gig

Need a reliable backend architecture for an AI document chat system?


What I can build

  • PDF and document ingestion pipeline
  • OCR for scanned documents and image-based PDFs
  • Text extraction and document preprocessing
  • Chunking and metadata extraction
  • Embeddings and vector database integration
  • RAG (Retrieval-Augmented Generation) architecture
  • AI document chat / question answering
  • Source citations and page references
  • Document upload and processing workflow
  • Semantic and hybrid search
  • Document classification and metadata handling
  • API/backend architecture
  • Error handling and processing validation
  • Cost estimation per 1,000 pages
  • Scalability recommendations
  • Testing strategy for difficult scanned documents


I can design around issues such as:

  • Low-resolution scans
  • Skewed or rotated pages
  • Blurry documents
  • Multi-column layouts
  • Tables and complex formatting
  • Handwritten content
  • Images containing important text
  • Mixed scanned and digital PDFs


Send me your document types, expected page volume, and preferred technology stack, and I will help map out the backend pipeline.

Get to know Adriana Laura

Adriana Laura

Your AI System Built Right From Day One

  • FromBrazil
  • Member sinceSep 2026
  • Avg. response time1 hour
  • Languages

    English, Portuguese
I build smart AI assistants, AI agents, and automation systems that help businesses save time and get more done. I work with Hermes Agent, JARVIS-style assistants, Obsidian, AI dashboards, n8n, APIs, and custom workflows. My goal is simple: turn your idea into a working AI system that is easy to use and can grow with your business. I focus on clean setups, reliable automation, and solutions built around your real needs.