SSoumyainnotesbysoumya.hashnode.dev·Mar 23 · 6 min readWhen One RAG Pipeline Isn't EnoughIf you've been working with AI long enough, you've probably heard of RAG — Retrieval-Augmented Generation. It's one of the most popular ways to make AI smarter by giving it access to your own data. Bu00
SSoumyainnotesbysoumya.hashnode.dev·Feb 10 · 4 min readGetting Started with LangChain ⛓️As I started exploring AI models and their APIs such as OpenAI, Claude, and others. I came across LangChain. LangChain is an open-source framework that provides pre-built integrations with most popular AI models, making it easier to work with them th...00
SSoumyainnotesbysoumya.hashnode.dev·Feb 10 · 3 min readLearning by ExperimentationWhenever I start learning something new, I’ve noticed one thing consistently helps: experimentation.Without understanding the foundational concepts, complex terminology and fast-moving AI trends rarely make sense. My approach is simple: Pick a platf...00
SSoumyainnotesbysoumya.hashnode.dev·Feb 9 · 2 min readUnderstanding Instruction Authority in LLMsWhen working with language models, we often provide detailed instructions to guide the model’s behavior. However, it’s equally important to ensure that these instructions respect the model’s role hierarchy. Language models don’t treat all instruction...00
SSoumyainnotesbysoumya.hashnode.dev·Feb 9 · 3 min readLLMs Explained Like You’re New to AIArtificial Intelligence (AI) can feel confusing when you’re just starting out. There are so many terms like machine learning, models, data, and neural networks that it’s easy to feel lost. I’m a beginner too, and in this blog, I want to share a simpl...00
