Qdrant Quill
Document Capture & Semantic Search
Empowering organizations to transform documents into actionable knowledge — from scientific research and historical preservation to customer service and technical literature across design, education, and legal fields.
Upload, process, and search your handwritten notes and reference materials powered by Qdrant search and Mistral OCR.
How It Works
Qdrant Quill uses advanced AI technologies to make your notes and documents searchable and interconnected.
Smart Text Extraction
Upload PDFs or images of your handwritten notes and reference documents. Mistral's OCR technology extracts text with high accuracy.
Vector Embeddings
Extracted text is converted into vector embeddings that capture semantic meaning, enabling more intelligent search beyond keyword matching.
Semantic Search
Find content by meaning rather than exact wording. Search across your documents, find similar content, or filter by document type.
Document Classification
Qdrant Quill organizes your content into two main categories:
Handwritten Notes
Your personal notes, class notes, meeting notes, to-do lists, and other handwritten content. Capture your thoughts and ideas in your own handwriting and make them searchable.
NotesReference Documents
Textbooks, articles, research papers, and other reference materials you want to search against. Make your learning materials and resources easily accessible.
Documents