AI: Artificial intelligence Notes

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🔍 search() vs findall() vs finditer() : Regex 90 0

🎯 REGEX (Regular Expressions) 100 0

.get_text() method — explained (Python / BeautifulSoup) 145 0

🧠 State vs TypedDict vs Messages (LangGraph) 122 0

⚙️ How Messages Flow Inside LangGraph 112 0

interInterview-ready explanation of BaseMessage and HumanMessage in LangChain, 114 0

🌐 Kubernetes Service 🧩 101 0

📊 Advanced RAG Retrieval Techniques — Interview-Ready Comparison Table 135 0

HyDE | Window Search | Self-Query Retriever | RAG Fusion | Contextual Compression Retrieval 151 0

🔍 Reranking vs MMR vs Hybrid Search in RAG — Detailed Explanation 152 0

🔁 Reranking in RAG 159 0

🚀 HNSW (Hierarchical Navigable Small World): Retrieval in RAG 150 0

📚 Data Retrieval Techniques — From Basics to Modern AI Systems 147 0

🎯 Maximal Marginal Relevance (MMR) — Explained Simply & Deeply 174 0

🏗️ Industrial-Grade RAG System Protocol 133 0