#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
📖Title : Fearless
✍️Author : Lauren Roberts
⭐️Rating : 4.22/5 (Goodreads)
📆Published : Apr 08, 2025
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Summary:Fearless by Lauren Roberts is the gripping conclusion to The Powerless Trilogy, a young adult romantasy series. The story follows Paedyn Gray, an Ordinary in a world dominated by the powerful Elites, as she returns to the Kingdom of Ilya. Facing a life-altering decision, Paedyn must navigate political intrigue, personal betrayals, and the complexities of love. Her relationship with Kai Azer, an Elite and her former adversary, intensifies amidst the kingdom's turmoil. As Paedyn confronts trials that test her courage and resilience, she challenges societal norms and redefines strength. Roberts weaves a tale of empowerment, loyalty, and the enduring power of love in a fractured world.
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#fiction#fantasy#romantasy#youngadult@Bookslibraryofficial@free_novellas@the_ancient_library
📖Title : Enigma
✍️Author : RuNyx
⭐️Rating : 3.91/5 (Goodreads)
📆Published : Apr 29, 2025
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Summary:Enigma by RuNyx is a steamy dark academia romance that follows Salem Salazar, the black sheep of a wealthy family, as she enters Mortimer University to uncover the truth behind her sister's mysterious death. Obsessed with death and driven by secrets, Salem is soon entangled with Cazimir van der Waal—a chaotic, brooding artist and teaching assistant with a hidden past. Their intense, rivals-to-lovers relationship unfolds amid secret societies, missing girls, and deadly mysteries on campus. As danger closes in, passion ignites between fire and ice. *Enigma* is a twisted, suspenseful tale of obsession, love, and peril set in an academic underworld.
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#fiction#darkromance#fantasy#romantasy#darkacademia@Bookslibraryofficial@free_novellas@the_ancient_library
📖Title : Blackthorn
✍️Author : J.T. Geissinger
⭐️Rating : 4.03/5 (Goodreads)
📆Published : Nov 04, 2025
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Summary:Blackthorn follows Maven Blackthorn as she returns to her haunted hometown after her grandmother’s funeral—only to discover the body has mysteriously vanished. Caught in a generations-old feud between the Blackthorns and the powerful Croft family, Maven is forced to confront Ronan Croft, her first love and the son of her mother’s suspected killer. Their dangerous chemistry resurfaces as whispers of occult rituals, buried secrets, and horrific betrayals emerge. As Maven digs deeper, she uncovers a terrifying truth that threatens everyone she loves. In a town where the dead refuse to rest, love becomes both a weapon and a deadly curse.
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#romance#gothic#romantasy#fantasy#paranormal@Bookslibraryofficial@free_novellas@eternalmantra