@DIpanjanRoy
Dipanjan Roy
@DIpanjanRoy
Joined January 2025
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Dipanjan Roy's blogs
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Drawbacks of Using RAG
Aug 20, 2025 · 4 min read · Even the most intelligent librarian has their challenges , some of which include the ability to reason iteratively, ensuring that they are retrieving the most useful documents, and ensure that the information they are sourcing from is relevant and un...
Join discussionAll about Agentic AI
Aug 17, 2025 · 5 min read · 🧠 What is an AI Agent? At its core, an agent is an AI system that can: Perceive information from its environment (inputs, data, or context). Decide what action to take based on its goal. Act by carrying out that decision in the environment. Unl...
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Thinking Model with Chain-of-Thought
Aug 15, 2025 · 5 min read · Most language models will answer quickly and confidently—but not always correctly—because they jump straight from input → output. A “thinking model” inserts a deliberate reasoning phase in the middle: input → reasoning (scratchpad) → answer. This art...
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System Prompts & Types of Prompting in AI
Aug 15, 2025 · 2 min read · What is a System Prompt? A system prompt is a special instruction given to an AI model before any user input, telling it how to behave throughout the conversation. Think of it like thwe director’s note to an actor before filming: This is different fr...
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