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AI & LLMs

Practical AI and large language model integration.

#AI #AgenticAI #RAG #MVP #DevOps #Docker #Kubernetes #Microservices #React #Rails
AI & LLMs 3 min read

How AI Works: From LLMs to Production AI Applications

A plain-English tour of how large language models actually work, and what separates a weekend AI demo from something you can safely put in front of paying customers.

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Priya Nair
AI & LLMs 3 min read

How to Build an Agentic AI MVP

Agentic AI — models that plan, call tools, and take multi-step action — is genuinely useful, and genuinely easy to over-build. Here's how to scope a first version that ships.

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Priya Nair
AI & LLMs 3 min read

A Practical Guide to Retrieval-Augmented Generation (RAG) for Business Data

RAG lets an LLM answer questions using your own private data instead of only its training data. Here's how the pipeline actually works.

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Priya Nair