💬 Hybrid RAG Query Console

Google Gemini API key missing. Hybrid retrieval works but answer generation is simulated. Enter your key in the sidebar for live AI answers.

Ask a question about your indexed files

Hybrid search will query your vector and lexical databases, rerank results, and Gemini will generate a citation-based answer.

💡 Example Queries (from Preloaded Data):

📤 Document Ingestion Engine

Upload PDF or text files to parse them page-by-page, generate text chunks, compute hybrid indexes, and store them client-side.

Select Document Files

Drag & Drop files here, or Browse Files

Supported Formats: PDF, TXT, MD (Max 20MB)

📂 Currently Indexed Files

Total documents: 0

📊 Database & Lexical Analytics

Explore raw database text chunks, vocabulary details, and lexical properties of the corpus.

🔍 Keyword Chunk Search

Showing 0 matches out of 0 chunks.

🧬 TF-IDF Matrix Stats

Corpus Language: Unknown
0
Vocab Size
0%
Sparsity
0
Non-Zero Cells

Top TF-IDF Token Terms

Chunk Size Character Distribution