RAG and Generative AI with Python 2024
RAG and Generative AI with Python 2024
4K viewsOct 2, 2024
git.ir
RAG explained !! RAG (Retrieval-Augmented Generation) controls how AI systems find and use information before generating answers. It combines information retrieval with text generation so models don’t rely only on training data. It includes document ingestion, chunking, embeddings, vector databases, similarity search, and context injection. Good RAG design improves accuracy, relevance, trust, and scalability, and significantly reduces hallucinations. With RAG, you control what data the AI can ac
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RAG explained !! RAG (Retrieval-Augmented Generation) controls …
251 views1 month ago
FacebookPaji Bahun Codes
🌟 ابدأ رحلتك نحو بناء أنظمة RAG الذكية! 🌟 #The_World_of_Data #RAG #AI #LLMs #DeepLearning 💙 هل تعلم أن أنظمة RAG (Retrieval-Augmented Generation) أصبحت من أقوى الاتجاهات الحديثة في الذكاء الاصطناعي؟ 🔥 فهي تمكّن النماذج اللغوية العملاقة (LLMs) من الوصول إلى معرفة مخصّصة ومحدثة بدل الاعتماد فقط على بيانات التدريب! ✨ --- ❇️ ما فكرة RAG Systems؟ أنظمة الـRAG تدمج بين: 1. نموذج لغوي كبير (LLM) مثل GPT. 2. قاعدة معرفة متجهية (Vector Database) مثل ChromaDB أو Pinecone. الهدف؟ أن تنتج إجابات ذكية مب
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🌟 ابدأ رحلتك نحو بناء أنظمة RAG الذكية! 🌟 #The_World_of_Data #RAG #AI #L…
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FacebookThe World of Data
Nilesh Hadalgi | Techie Programmer on Instagram: "Part 1 of building rag application with python Wanted to simply use txt file but thought to make sure the app we build also supports pdf so hope u liked the part one and follow for part 2 Link to git hub repo : https://github.com/nileshhadalgi016/rag-app Or comment repo and i will send you"
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【RAG实战】手把手教你用Python打造RAG系统！零基础也能学会的AI …
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