Upload Documents
Add documents to your knowledge base for intelligent search and Q&A
File Upload
Drag and drop files here or click to browse. Supported formats: PDF, Markdown, HTML, and TXT.
Drag & drop files here
or click to browse
Document Management
View and manage documents in your knowledge base
Processing Pipeline
Document Loading
Files are loaded and parsed based on format
Semantic Chunking
Text is split into 200-500 token chunks with overlap
Vector Embedding
Chunks are embedded using OpenAI text-embedding-3-small
Storage
Vectors and metadata stored in Qdrant collection
Best Practices
📄 Document Quality
Use well-structured documents with clear headings and content
📚 Content Diversity
Upload diverse content to improve retrieval coverage
🔍 File Names
Use descriptive file names for better source attribution
⚡ Performance
Upload in batches for better processing efficiency