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Source channel @githubtrending · Post #14826 · Jun 12

#jupyter_notebook#ai#llm#llms#multi_modal#openai#python#rag Retrieval-Augmented Generation (RAG) is a technique that helps improve the accuracy of large language models by fetching relevant information from databases or documents. This approach ensures that the model's responses are based on up-to-date and accurate data, reducing errors and "hallucinations" where the model might provide false information. For users, RAG offers more reliable and trustworthy responses, allowing them to verify the sources used to generate those responses. This method also saves resources by avoiding the need to retrain models with new data. https://github.com/FareedKhan-dev/all-rag-techniques

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Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #454 · 10/20/2024, 06:42 PM

Halcyon - OFFICIAL| A14 | Nothing Phone (2) 📔 Details: - Version: 14.3 Ursinia - Codename: #Pong - Released: 20/10/2024 🔽 Download (Recovery) : Gapps ⚙️ Installation: Here 📸 Screenshots: Here 🆘 Support: Telegram 🔖 Tags : #ROM#Halcyon#Official#AOSP#QPR3#U#NothingPhone2 ✍️ Changelogs: - Oct Security Patch - Minor Fixes ✍️ Note: - Near to stock.. So Check Screenshots for features available - GKI Kernel 🏆 Credits - Chandu for base device tree & Kernel - OC'D,Miki,Unluck & Ghost for all help - Fabian & Hellboy for PA Glyph Implementation - Zap for testing 😎 Maintainers: @AgBKartikey 🔔 Updates: @NothingPhone2Updates 💬 Chat: @NothingPhone2

Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #430 · 09/12/2024, 02:07 PM

Halcyon - OFFICIAL| A14 | Nothing Phone (2) 📔 Details: - Version: 14.3 Ursinia - Codename: #Pong - Released: 12/09/2024 🔽 Download (Recovery) : Gapps ⚙️ Installation: Here 📸 Screenshots: Here 🆘 Support: Telegram 🔖 Tags : #ROM#Halcyon#Official#AOSP#QPR3#U#NothingPhone2 ✍️ Changelogs: - Initial Official Build ✍️ Note: - Near to stock.. So Check Screenshots for features available - GKI Kernel 🏆 Credits - Chandu for base device tree & Kernel - OC'D,Miki,Unluck & Ghost for all help - Fabian & Hellboy for PA Glyph Implementation - Testers 😎 Maintainers: @AgBKartikey 🔔 Updates: @NothingPhone2Updates 💬 Chat: @NothingPhone2