Simple chat interface for text-based ques-

Direct upload of PDF/DOCX docume-

Drag-and-drop screenshots, photos, diagrams

Microphone recording or audio file upload

Whisper offline speach-to-text-transcript generation → text embedding conversion

PDF/DOCX text extraction → Intelligem chunking

CLIP vision-tanguage embeddings → metadata extraction

Whisper offline speach-to-text → transcript generation → text embedding conversion

FAISS/Odrant storing all modality embeddings in shared semantic space

Page numbers, timestamp, file paths, access permissions

Vector similarity across all modalities

Merge and rank results from-text, images, audio

Build diverse, relevant context window for LLM

Generated answer with numbered citations

Role-based access ensuring users only see