Lazy load models

Enhance agentic memory handler with dynamic LTM/STM

Upd hybrid RAG with summariser prompting

Upd hybrid history continuity approach with sem-search + SLM verifier on recent sessions

Upd dynamic language

Upd kb retrieval

Update logger

Update: Avoid redundant re-embedding. Time-decayed scoring. Enforced topic extraction. Deduplication of repeated chunks. Retry logic for Gemini failures

Upd API caller

Beautify code in memory

Upd save chunk sclicer

Upd save chunk sclicer

Fix syntax

Upd debugs

Upd debugs

Upd smartRAG

Upd logger memory

Migrate system using Gem Flash lite for NLP taskings

Upd using NLP agent distilbart-cnn-12-6 for chunking and summarisation. Helsinki-NLP/opus-mt translator added to normalise lang to EN core

Populate LRU caching allowing recent chat retrieval. Add memory handler