| RAG (Retrieval-Augmented Generation) | Built-in conversational search with context; hybrid retrieval; low-latency LLM integration | Precision@5 >0.85, latency <50ms, NDCG >0.90 | Conversational RAG, hybrid search, auto-embedding, re-ranking |
| E-Commerce Search | Typo tolerance, faceting, sorting, custom ranking, real-time updates | CTR >30%, conversion rate, bounce rate <25% | Typo tolerance, faceting/filtering, tunable ranking, sorting |
| Customer Support & FAQ Matching | Semantic understanding of support queries; conversational responses | Query reformulation <15%, first-contact resolution >80% | Conversational search, semantic search, natural language processing |
| Content Discovery & Recommendations | Semantic similarity, diversity controls, curation | Engagement time, diversity ratio >75% | Vector search, grouping/distinct, curation |
| Legal & Contract Discovery | Precise semantic matching, audit trails, data isolation | Precision@K >0.95, scoped API security | Scoped API keys, hybrid search, custom embeddings |
| Healthcare Knowledge Retrieval | Domain-specific embeddings, data residency, low latency | On-topic rate >95%, P99 latency <50ms | Custom embeddings, self-hosting, real-time indexing |
| Academic Research & Literature Search | Large-scale indexing, semantic search across papers | Recall@50 >0.80, indexing throughput | Batch indexing, vector search, hybrid ranking |
| Internal Knowledge Base Search | Documentation semantic search, typo tolerance, speed | Zero-result rate <3%, session time <3 minutes | DocSearch integration, typo tolerance, <50ms latency |
