Traceable Knowledge — is a RAG platform of Grounded answers that delivers the power of AI with Exact Citations
Vector similarity in pgvector combined with keyword relevance, reranked with cross-encoders before reaching the model.
Every output quote carries direct links to document name, page number, and verbatim excerpt.
"Fiscal performance and risk analysis metrics for Q3 2026."
Dense vector embeddings in pgvector coupled with keyword relevance, reranked with cross-encoder precision before LLM generation.
Every claim carries direct evidence links to document, page, section, and verbatim excerpts so nothing is assumed.
Retrieval scores, citation coverage and overlap are calculated algorithmically to detect missing context automatically.
When documents present conflicting statements, both sources are surfaced transparently alongside source lineage.
PDF, TXT, MD, DOCX
Page & section tags
3072D Vector Store
Hybrid Cross-Encoder
Verbatim Passages