CBChinmay Bansalinchinmaybansal.hashnode.dev·2h ago · 10 min readHow Vision-Language Models Actually 'See'Type "a dog wearing sunglasses at the beach" into an image search bar, and somehow, out of billions of unlabeled photos, the right ones show up. Nobody manually tagged those photos with that exact phr00
PDPratham Dharawatinpratham074.hashnode.dev·Jul 12 · 16 min readGiving a Language Model the Freedom to Interpret Without the Authority to Be WrongThe advanced filter screen is one of the oldest admissions of defeat in enterprise software. Pick a field from a dropdown. Pick an operator. Type a value. Add another condition if you need one. It wor00
JSJames Sandersonintechcirkle.hashnode.dev·Jul 11 · 4 min readAI in Requirements Engineering: The Promises, Pitfalls, and the Human SafeguardRequirements engineering (RE) has long been the unsung hero of software development. Acting as the vital bridge between stakeholder chaos and clear engineering execution, it is the foundation upon whi00
ATAhmed Talaatina7medtal3at.hashnode.dev·Jun 19 · 21 min readRAG vs Long-Context LLMs: Why Retrieval Still Wins Beyond Million-Token Context WindowsIntroduction Imagine that you are building an AI assistant for a large hospital. The hospital owns thousands of medical research papers, treatment guidelines, patient records, and policy documents. On12M
RBRajan Bhatejainllms-with-rajan.hashnode.dev·Jun 11 · 6 min readThe Complete LLM Inference PipelineHave you ever wondered what actually happens after you type a prompt into ChatGPT and press Enter? How does the model process your words, understand context, and generate a response one token at a tim00
Nnexmindbusinessinnexmind3.hashnode.dev·May 10 · 4 min readBuilding a Token-Efficient AI Agent With Python and Ollama: Boosting Performance While Reducing CostsBuilding a Token-Efficient AI Agent With Python and Ollama: Boosting Performance While Reducing Costs Meta description: Learn how to build a token-efficient AI agent using Python and Ollama, reducing costs while improving performance in AI applicatio...00
VAVansh Aggarwalinnlpstudent.hashnode.dev·Apr 25 · 17 min readChatbots Using NLP For Student Support SystemsAbstract With the rapid changes of technology in the 21st century, the human created machines, especially in the particular field of Artificial Intelligence (AI) and Natural Language Processing (NLP)10
Ppothuriakhileshinakhileshpothuri.hashnode.dev·Apr 22 · 10 min readEmbeddings Explained: How AI Turns Words Into Numbers That Actually Mean SomethingEmbeddings Explained: How AI Turns Words Into Numbers That Actually Mean Something The surprisingly elegant math that lets computers understand that "dog" and "puppy" are related — and why this powers everything from ChatGPT to your Netflix recommend...00
Nnexmindbusinessinnexmind3.hashnode.dev·Apr 17 · 4 min readBuilding a Token-Efficient AI Agent With Python and Ollama: Boosting Performance While Reducing CostsBuilding a Token-Efficient AI Agent With Python and Ollama: Boosting Performance While Reducing Costs Meta description: Learn how to build a token-efficient AI agent using Python and Ollama, reducing costs while improving performance in AI applicatio...00
IOIyanuloluwa Okinbaloyeiniyanuokin.hashnode.dev·Apr 9 · 13 min readLogistic Regression for sentiment analysis Logistic Regression is a staple machine learning algorithm for classification, particularly effective when data follows a clear underlying pattern. At its core, it uses gradient descent—an optimizatio00
