Tag
AutoIndex is a framework that learns executable representation programs to transform documents before indexing, improving retrieval quality over static BM25 baselines by average 8.4% Recall@100 and 8.3% nDCG@10.
PageIndex is an open-source tool that builds a tree index of documents, eliminating the need for vector databases and embeddings, enabling efficient LLM retrieval. It achieves 98.7% accuracy on FinanceBench.
PageIndex is a tool for creating document indices that enable vectorless, reasoning-based Retrieval-Augmented Generation (RAG).