Upload Document

Parse, embed, and index a document into Qdrant for a company.

Company

Firm

Company

Document

Supported: .pdf, .docx, .doc, .txt, .html, .htm, .md, .pptx, .xlsx, .csv

Drop a file or click to browse

PDF, DOCX, TXT, and more

Use LLM context (who / what / where / why)

Generates rich contextual summaries for each chunk using the configured LLM. Slower but improves retrieval quality.