Practical kit for semantic search in enterprise documents. Offers six chunking strategies (structural, semantic windows, visual layout, hybrid sentence‑graph, citation‑aware, QA‑biased), hybrid pipelines (BM25 + vectors with cross‑encoder re‑rankers), score fusion, and answer‑span guidance. The evaluation harness includes 120 reference queries, expected spans, and metrics (Hit@K, Recall@K, Span‑IoU). Compatible with FAISS, Milvus, Qdrant, Pinecone, pgvector, Elasticsearch/OpenSearch, Vespa. Targets answerable‑top‑3 ≥85% with low duplicate passage rate.
DocSense Semantic Search Pack
$79.00
Embeddings + hybrid retrieval kit for long PDFs and manuals with 6 chunking strategies, pipelines, and an evaluation harness with gold spans.
