#python#ai#faiss#gpt_oss#langchain#llama_index#llm#localstorage#offline_first#ollama#privacy#python#rag#retrieval_augmented_generation#vector_database#vector_search#vectors
LEANN is a tiny, powerful vector database that lets you turn your laptop into a personal AI assistant capable of searching millions of documents using 97% less storage than traditional systems without losing accuracy. It works by storing a compact graph and computing embeddings only when needed, saving huge space and keeping your data private on your device. You can search your files, emails, browser history, chat logs, live data from platforms like Slack and Twitter, and even codebases—all locally without cloud costs. This means fast, private, and efficient AI-powered search and retrieval on your own laptop.
https://github.com/yichuan-w/LEANN
#SYS/USDT analysis :
The #SYS is currently in a downtrend, trading below the 200EMA. The price is testing resistance at the current level, and it's expected to decline further from there, potentially testing lower price levels.
TF : 2h
Entry : $0.0487
Target : $0.0410
SL : $0.0522
#SYS/USDT analysis :
#SYS is currently in a correction phase, experiencing a retracement toward the 200 EMA. This presents a potential long trade opportunity on lower time frame. Look for price to retrace and test the support zone for a long entry.
TF : 30min
Entry : $0.0676
Target : $0.0735
SL : $0.0644
#SYS/USDT analysis :
#SYS is currently consolidating sideways within the support zone and is expected to rebound from this level, potentially testing previous highs. It is advisable to wait for a pullback to establish a long position.
TF : 1D
Entry : $0.0964
Target : $0.1257
SL : $0.0822
BUYING $SYS HERE
Exchange: Binance / Binance Futures
Leverage: 3-5x
Breakout confirmed. Market conditions are perfect for an easy 100-200% move on #SYS
Targets: OPEN
SL: Below 0.0254
#SYS result
2 nd target achieved in just 11 hours ✅✅
One more huge quick profit 17% +🤑💰🤑
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