SEMANTIC EDGE CACHE & RAG PIPELINES
Sub-15ms Knowledge Retrieval for Real-Time AI.
Slow retrieval ruins interactive conversational experiences. CloudPilot couples high-dimensional vector partitions with global edge caching to deliver grounded context before your users notice a pause.
CloudPilot Dynamic Ingestion & Retrieval Flow
01
Semantic Cache Probe
Checks cosine similarity of incoming prompt against edge cluster hash tables (sub-5ms).
02
Hybrid Vector Search
Parallel query execution across dense vector embeddings (1536d) and sparse BM25 index.
03
Neural Cross-Rerank
Re-scores top 25 candidate slices using cross-encoder models, discarding irrelevant tokens.
04
Grounded Dispatch
Context is injected with enforced citation anchors before streaming tokens to the client.