Projects

The problem

Upload rules often combine dimensions, file size and format. People need a clear way to understand those constraints and prepare a file that satisfies them.

The approach

UploadsBuddy makes requirements explicit, checks a selected file, and guides preparation in the browser so the user can download a ready-to-use result.

Core capabilities

• Requirement-based image and document validation
• Dimension and file-size checks
• Browser-based preparation and batch workflows

Product focus

Keep the workflow understandable, make file requirements visible, and keep processing on the user’s device.

The problem

Important information can be difficult to locate across a collection of documents. A useful answer also needs to show where its information came from.

The approach

DocuMind uses retrieval-augmented generation to find relevant document context, produce a contextual response, and expose source references for inspection.

Core capabilities

• Document ingestion and text extraction
• Chunking, embeddings and semantic retrieval
• Question answering with page-level references
• Tenant-scoped document retrieval

Architecture overview

Documents are ingested and prepared for retrieval. A question is matched with relevant context, then passed into answer generation alongside the retrieved source material. Tenant scope is part of the retrieval boundary.