Building a Robust RAG System with Query Expansion and Result FusionAs a professional AI engineer familiar with Python and frameworks like PyTorch, LangChain, langchain-chroma, and langchain-ollama, I’ve…May 3May 3
Building a RAG System with LangChain, Ollama, and Chroma: A Step-by-Step GuideImagine having a personal assistant that not only understands your questions but also has access to a vast repository of knowledge tailored…Apr 26Apr 26
Building a PDF Question-Answering App with LangChain and Ollama: A Beginner’s GuideImagine you’re buried in a dense PDF — maybe a textbook, a research paper, or a company report — and you need answers fast. You type…Apr 25Apr 25
Building a Smart Document Retrieval System with LangChain and Ollama: A Beginner’s GuideImagine you’re sifting through a hefty document — say, a detailed history of the Olympics — and you need to find specific information fast…Apr 23Apr 23
Building a Context-Aware Chatbot with LangChain and Ollama: A Beginner’s GuideImagine asking an AI, “What’s the best coffee shop in Seattle?” and then following up with, “Do they have Wi-Fi?” A typical chatbot might…Apr 22Apr 22
Building a Context-Aware Chatbot with LangChain and Gemini: A Beginner’s GuideImagine chatting with an AI that not only answers your questions in Persian but also remembers what you’ve said, responding with context as…Apr 21Apr 21
Building Modular Data Pipelines with LangChain: A Beginner’s GuideImagine you’re building an AI application that needs to process text data — perhaps cleaning it, filtering it, or transforming it into a…Apr 20Apr 20
Building an AI-Powered Instagram Reel Generator with LangChain and GeminiPicture yourself as a content creator, staring at a blank screen, trying to craft the perfect Instagram Reel to captivate your audience…Apr 18Apr 18
Building a Lightning-Fast Sentiment Analysis Pipeline with Groq and LangChainImagine you’re running an online store, and thousands of customer reviews are pouring in. Are your customers thrilled, frustrated, or just…Apr 17Apr 17
Building a Structured AI Translation Tool with Pydantic and LangChainImagine having a tool that instantly translates any sentence into another language and delivers the result in a clean, structured format…Apr 16Apr 16
