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Source channel @githubtrending · Post #14826 · Jun 12

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#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 #553 · 02/05/2025, 06:08 PM

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Pixelage Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.5 - Codename: #Pong - Released: 5/2/25 🔽 Download: Here | Mirror 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - switched to a different tree - clean flash recommended ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps 🏆 Credits - @Ghosuto7 for trees - Fabian for PA Glyph Implementation 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #524 · 01/23/2025, 08:38 AM

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Pixelage Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.4 - Codename: #Pong - Released: 23/1/24 🔽 Download: [ Here ] (Sideload/Flash via orangefox recovery) 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - updated to NOS V3.0-250113-1723 ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps - IF CLEAN FLASHING MAKE SURE TO REMOVE SCEEEN LOCK FROM PREVIOUS ROM 🏆 Credits - Chandu for base DT - Hellboy for Meteoric kernel - Fabian for PA Glyph Implementation - Testers: @Devasee@notnaito 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #502 · 12/30/2024, 01:59 PM

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Pixelage Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.3 - Codename: #Pong - Released: 30/12/24 🔽 Download: [ Here ] (Sideload/Flash via orangefox recovery) 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - official build ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps 🏆 Credits - Chandu for base DT - Hellboy for Meteoric kernel - Fabian for PA Glyph Implementation - Testers: @Devasee@notnaito 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #497 · 12/21/2024, 04:37 PM

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Pixelage | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.3 - Codename: #Pong - Released: 12/12/24 🔽 Download: [ Here | sourceforge ] (Sideload/Flash via orangefox recovery) 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - qpr1 ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps 🏆 Credits - Chandu for base DT - Hellboy for Meteoric kernel - Fabian for PA Glyph Implementation - Testers: @Devasee@notnaito 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #633 · 06/12/2025, 11:27 AM

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Pixelage - Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.8 - Codename: #Pong - Type: #Gapps - Released: 10/6/25 🔽 Download: Here | Mirror 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Changelogs: Here 🔖 Tags : #ROM#AOSP#Pixelage#V#QPR2#Official ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - Gapps inbuilt, don't flash gapps 🏆 Credits - @Ghosuto7 for trees - Hellboy & Fabian for PA Glyph Implementation 👤 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#gapps#rom#aosp#pixelage#v#qpr2#official