#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
#ALPINE/USDT analysis :
#ALPINE is currently in a downtrend, trading below the 200 Exponential Moving Average (EMA) and making new lows. The price is expected to continue its bearish momentum and test lower levels. For a short entry, wait for the price to test the zone and resume its bearish momentum.
TF : 4H
Entry : $0.923
Target : $0.819
SL : $0.991
#ALPINE/USDT analysis :
#ALPINE is in a downtrend, trading below the 200 EMA. The price is currently facing rejection from the resistance zone and is expected to continue its downward movement. look for retracement to enter short positions.
TF : 4H
Entry : $1.094
Target : $0.917
SL : $1.202
#ALPINE/USDT analysis -
#ALPINE is in a downtrend. It is currently experiencing a pullback while finding support over the trendline. Wait for the price to break the trendline for a short entry as the price is expected to face resistance from the 200 EMA and continue its bearish momentum.
TF : 1H
Entry : $1.055
Target : $0.927
SL : $1.124