Document RAG

Upload PDFs, Word documents, and wiki content. The AI searches your internal documents and cites the source for every answer.

Without Document RAG

  • Hours of manual searching through document archives
  • Important information gets overlooked or forgotten
  • No overview of contents across hundreds of files
  • Cloud services require uploading sensitive data

With ThinkLocAI RAG

  • Answers based on your own documents
  • Automatic source citations with page numbers
  • Local processing without cloud uploads
  • Searches PDF, DOCX, TXT, HTML, and more

Interactive Demo

ThinkLocAI - Document RAG

Upload documents

PDF, DOCX, TXT - Drag & Drop or Click

Demo documents:

Contract_2024.pdf45p.
Privacy_Policy.docx12p.
Product_Spec.pdf28p.

Transparency notice: this demo is a simulation using prepared sample data and does not show output from a live AI model. Labelled in line with Art. 50 of Regulation (EU) 2024/1689.

Features in Detail

Semantic Search

Find relevant information even without exact keywords. The AI understands the context of your query.

Qdrant Vector Store

Vector database for fast similarity search, even across millions of documents.

Source Citations

Every answer references the document, page, and text passage, so each statement can be checked against the original.

Automatic Chunking

Documents are split into suitable text segments so the search returns accurate matches.

Local Embeddings

Vectorization runs entirely on your hardware. No data leaves your network.

Supported Formats

PDF with OCR, DOCX, RTF, XLSX, HTML, Markdown, and plain text. All formats are uploaded through the same interface.

Technical Details

Embedding Models

  • BGE-M3 Multilingual
  • Jina Embeddings v2
  • E5-Large-v2
  • Custom Model Support

Vector Database

  • Self-hosted Qdrant
  • Up to 10M+ vectors
  • HNSW Index
  • Filterable Metadata

Document Processing

  • PyMuPDF for PDF
  • Tesseract OCR
  • Recursive Chunking
  • Overlap Strategy

Use Cases

Contract Analysis

Search hundreds of contracts for specific clauses, deadlines, or terms.

Compliance Research

Find relevant policies and regulations in your internal document repository.

Knowledge Management

Make knowledge from wikis, meeting notes, and reports accessible to all employees.

Test document search in your own environment

We start with a demo of how ThinkLocAI makes your documents searchable. A trial on your own servers can follow.