#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
#LPT is consolidating within a falling wedge pattern and is currently trading above the support trendline.
A bounce from this level is possible, while a breakout of the pattern would confirm bullish momentum.
Conversely, a breakdown below the wedge could lead to further correction.
#LPT/USDT analysis :
#LPT is currently experiencing a bearish trend, trading below the 200 Exponential Moving Average (EMA). The price has encountered resistance at the 200 EMA and has broken below the established trendline, suggesting further downward momentum. A decline to test the swing low level is anticipated.
TF : 2h
Entry : $5.423
Target : $4.883
SL : $5.740
#LPT/USDT analysis :
#LPT has broken down and retested the previous support zone, which is now acting as resistance for the price. It is anticipated that the price will resume its bearish momentum from the current level and test lower levels. For a short entry, it is advisable to wait for a price retracement.
TF : 1H
Entry : $13.76
Target : $12.78
SL : $14.36
#LPT/USDT analysis :
#LPT is currently consolidating sideways in a correction phase above the 200 EMA. The price is likely to test the support zone and then bounce back from there to test the resistance zone.
TF : 1H
Entry : $14.60
Target : $15.30
SL : $14.25