{"name":"Raqami Bank","version":"2.0.0","description":"Upload any document type and query them using RAG. Extracts text, tables, and images.","vector_database":"Qdrant","endpoints":{"upload":"/upload - POST - Upload and ingest files (supports all document types)","query":"/query - POST - Ask questions about your documents","search_tables":"/search/tables - POST - Search specifically in tables","search_images":"/search/images - POST - Search in image descriptions","documents":"/documents - GET - List all documents","delete":"/documents/{document_id} - DELETE - Delete a document","summary":"/documents/{document_id}/summary - GET - Get document summary","health":"/health - GET - Health check"},"supported_files":{"pdf":[".pdf"],"document":[".doc",".docx",".txt",".rtf",".odt"],"spreadsheet":[".csv",".xlsx",".xls"],"presentation":[".ppt",".pptx",".odp"],"image":[".png",".jpg",".jpeg",".jfif",".gif",".bmp",".tiff"],"email":[".eml",".msg"],"markup":[".html",".htm",".xml",".md",".rst"],"audio":[".mp3",".wav",".flac",".m4a",".ogg",".mp4"]},"features":{"text_extraction":"Automatic text extraction from all document types","table_extraction":"Tables are extracted and stored separately for better search","image_extraction":"Images are extracted with OCR support","audio_transcription":"Audio files are transcribed to text"}}