KNOWLEDGE_RAG
[ VERSION: 2.0.4 ][ STATUS: SCALABLE ][ CORE_TECH: LLM_ORCHESTRATION ]
KNOWLEDGE RAG
// Vectorized Data Pipelines for Private Intelligence
| Response Latency | t < 120ms |
| Processing Accuracy | Hallucination-Free Verified |
| Integrations | Pinecone, pgvector |
| Deployment Time | 2-3 Weeks |
Vector Embeddings
High-dimensional semantic mapping of unstructured data.
Retrieval Re-ranking
Cross-encoder validation to surface the single best truth.
Citations Layer
Deterministic traceability for every AI-generated claim.
Operational Blueprint
[ DATA_FLOW_VISUALIZATION ]
// Real-time processing via Neural Engine v4.
// Latency minimized through edge caching.
user@zwightx: ~/deployment_protocol