v2.5 Release 500-Token Chunking & Query Cache Enabled

Enterprise RAG Intelligence Grounded with Absolute Precision

KYNT MIND delivers lightning-fast Retrieval-Augmented Generation. Powered by Gemini 2.5 Flash, 500-token vector chunking, and deterministic query caching for half the cost.

< 180ms
Retrieval Latency
50%
Token Cost Reduction
99.4%
Citation Accuracy
100%
Cache Hit LLM Savings

Engineered for High-Scale Production

Every component of KYNT MIND is designed to eliminate hallucination, optimize token spending, and deliver enterprise SLAs.

500-Token Chunking

Replaced outdated 1000-token chunks with 500-token chunks and 70-token overlap. Cuts prompt token overhead in half while preserving semantic context.

Deterministic Query Cache

Frequent and repeated questions hit our account-isolated Redis query cache instantly, bypassing LLM generation completely and reducing costs to $0.

0.4 Score Thresholding

Automatic relative gap filtering drops noise chunks below 0.4 cosine distance, ensuring answers are grounded strictly in authentic context.

Real-Time Wallet Telemetry

Real-time token metering tracks exact input/output tokens per account, integrated with Kynt One Wallet for automatic entitlement verification.

Account Tenant Isolation

Multi-tenant Collections ensure zero cross-account data leakage. Every vector search query is strictly scoped by account entitlement token.

SSE Event Streaming

Native Server-Sent Events (SSE) streaming outputs tokens incrementally as generated, delivering immediate perceived response speed to end users.