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Source channel @githubtrending · Post #14993 · Jul 24
#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch
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@NothingPhone2Updates · Post #468 · 11/05/2024, 04:11 PM
Nothing OS 3.0 (A15) | OBT-1 for Phone (2) is here! ❗️Disclaimer 🔽 Downloads: Beta Updater (over Pong-U2.6-241016-1700) | Rollback Package (Instructions) ✍️Installation | To-Do List (Read before proceeding) ⚙️Changelogs 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2 #Pong#OBT#A15
@NothingPhone2Updates · Post #184 · 11/09/2023, 12:05 PM
Nothing OS 2.5 Open Beta 2 | Phone (2) | Android 14 📝 Details: - Version: 2.5 Beta 2 - Type: #NOS#OBT#A14#Beta - Codename: #Pong - Released: 02/11/23 Links: ⬇️ Download : Beta tool | Beta Package (Full) | Incremental (from beta 1) | Rollback (to 2.0.4) | TG Community Archive ⚙️ Changelogs | Official Intro 🏛Nothing Community Website 📸 Screenshots 🗒To-Do List Disclaimer: - Keep checking system updates (if you are already on beta 1). - Since this is a Beta version, there’s a very small chance the test software may interfere with your data and require a factory reset. In this instance, your data will be lost. We strongly recommend backing up all your data before accessing the software. - Rollback to NOS 2.0.4 Involves data loss, backup prior proceeding - For those getting error "ENOENT" during Android 14 Beta update: Make sure you have a folder named Documents in your storage 🔔 Updates : @NothingPhone2Updates 🐙 Chat : @NothingPhone2
@NothingPhone2Updates · Post #173 · 10/11/2023, 12:26 PM
Nothing OS 2.5 Open Beta 1 | Phone (2) | Android 14 📝 Details: - Version: 2.5 Beta 1 - Type: #NOS#OBT#A14#Beta - Codename: #Pong - Released: 07/10/23 Links: ⬇️ Download : Beta tool | Beta Package | Rollback | Gdrive 🏛Nothing Community Website (Installation & Changelogs) 📸 Screenshots 🗒To-Do List Disclaimer: - Since this is a Beta version, there’s a very small chance the test software may interfere with your data and require a factory reset. In this instance, your data will be lost. We strongly recommend backing up all your data before accessing the software. - Rollback to NOS 2.0.3 Involves data loss, backup prior proceeding - For those getting error "ENOENT" during Android 14 Beta update: Make sure you have a folder named Documents in your storage 🔔 Updates : @NothingPhone2Updates 🐙 Chat : @NothingPhone2