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📰 Dev.to · Ananya S

4 articles · Updated every 3 hours · View all reads

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Stop Calling FAISS a Database: The VectorStore vs. VectorDB Showdown🧠⚡
Dev.to · Ananya S 🧠 Large Language Models ⚡ AI Lesson 4mo ago
Stop Calling FAISS a Database: The VectorStore vs. VectorDB Showdown🧠⚡
If you’ve been building with LangChain, you’ve probably used Chroma or FAISS and called them...
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Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀
Dev.to · Ananya S 🧠 Large Language Models ⚡ AI Lesson 4mo ago
Decoding Embedding Models: Why Your RAG Is Only as Good as Your Vectors 🚀
As an AI Engineer, the first major decision you make in a RAG (Retrieval-Augmented Generation)...
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🧠 Your LLM Isn’t an Agent — Until It Has Tools, Memory, and Structure (LangChain Deep Dive)
Dev.to · Ananya S 🧠 Large Language Models ⚡ AI Lesson 4mo ago
🧠 Your LLM Isn’t an Agent — Until It Has Tools, Memory, and Structure (LangChain Deep Dive)
Most “AI apps” today are just: Prompt → LLM → Text Response That’s not an agent. That’s...
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Understanding LangChain and Vector Embeddings: The Power Duo of Modern AI Applications
Dev.to · Ananya S 🧠 Large Language Models ⚡ AI Lesson 5mo ago
Understanding LangChain and Vector Embeddings: The Power Duo of Modern AI Applications
Introduction In the rapidly evolving landscape of artificial intelligence and natural...
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