🔥 Vibe Coding an AI That Knows What You Should Eat Today #rag #ollama

In this vibe coding session, we’re building a powerful AI food recommender system — fully local, fully smart! Using LangChain, ChromaDB, and Ollama running the LLaMA 3 model, we’ll build a Retrieval-Augmented Generation (RAG) app that reads a restaurant menu with nutrition metadata and answers: “What should I eat today?” Whether you’re into meal planning, diet apps, or just love building with AI, this project is for you. No cloud. No API keys. Just pure local LLM magic. So plug in, vibe out, and let’s code an intelligent food chatbot together! 🍴🤖💻 --------------- Links Learn RAG: https://www.youtube.com/watch?v=hXwQwbujvRs Run Ollama with Llama3 Locally: https://www.youtube.com/watch?v=nBq9UXIAY8A Vibe Coding Sessions: https://www.youtube.com/playlist?list=PL9iLtz3CXQMtiOpXBrbeAijh2pL8_nKBI Full Learn AI Playlist: https://www.youtube.com/playlist?list=PL9iLtz3CXQMuXYz8e1uirPsau7rZNIXMw Stay Connected: https://www.linkedin.com/in/gauravbehere/ --------------- Timestamps 00:00 - Intro 00:16 - Recap from last videos 00:35 - Problem statement 00:46 - Environment Setup 01:20 - The Prompt 02:40 - Running the prompt 02:56 - Analyzing generated code 04:40 - Adding the code to the project 07:57 - Data Ingestion/Vectorization 10:00 - Running the application 11:22 - Next Steps/Improvements 11:55 - Outro --------------- Buy me a coffee: https://www.patreon.com/coderash https://www.paypal.com/paypalme/gauravbehere --------------- Search keywords: rag food recommender, ollama llama3, langchain rag, local llm chatbot, rag tutorial langchain, chromadb example, ai food recommender, build ai with langchain, rag implementation, langchain chromadb, llama3 chatbot, local llm usecase, rag with ollama, langchain llama3 example, local ai chatbot, langchain ollama integration, rag chatbot tutorial, what should I eat today ai, ai diet recommender, rag nutrition bot, rag chatbot local, llm nutrition assistant, ai menu recommender, ollama rag app, ai food assistant, rag diet chatbot, langchain food bot, ollama with langchain, local food chatbot, rag coding demo, build chatbot with chromadb, llama3 rag tutorial, chromadb langchain example, rag usecase tutorial, rag ai coding, vibe coding llm, rag food menu chatbot, rag with local llm, ollama langchain chromadb, food bot with llama3, rag chatbot food, build ai chef, chatbot nutrition assistant, ai based food recommendation, rag langchain tutorial, ollama python chatbot, chromadb rag coding, rag app from scratch, rag chatbot python, ai chatbot local host, build ai assistant offline, chatbot rag demo, ai project food recommender, open source ai chatbot, rag menu recommendation, build food bot with ai, rag chatbot ollama, langchain food recommendation, rag chatbot from json, rag chatbot ollama local, rag project end to end, build rag app from json, ai food planner, rag chatbot coding, rag chatbot local ollama, rag chatbot tutorial langchain, ollama ai chatbot, rag with llama3, rag with local ai, ai powered food menu, rag chatbot full code, python ai chatbot local, rag ai tutorial 2025, ollama with langchain chromadb, rag chatbot local llama3, chatbot with langchain, ollama ai coding, rag app walkthrough, rag coding session, rag coding tutorial, rag implementation guide, ai food expert, rag ai chatbot local, ai food recommender chatbot, rag assistant food, python ai chatbot rag, rag chatbot ollama llama3, rag food advisor, ai chatbot from data, chromadb rag application, chromadb rag usecase, local rag tutorial, rag project full stack, rag food bot with llama, rag chatbot coding session, chatbot rag ollama langchain, rag chatbot offline, rag food recommender local, langchain food bot tutorial, ollama chatbot with context, rag json to chatbot, ai that suggests food, rag chatbot from structured data, ai chatbot food json, chatbot built with llama3, rag bot for nutrition, ollama chatbot tutorial, rag ai food recipe, rag with json input, rag chatbot ollama langchain, rag chatbot nutrition guide, ai chatbot food expert, rag ai food demo, rag from json menu, build rag menu bot, langchain chatbot rag ollama, rag usecase nutrition assistant, rag ai assistant food menu, json based ai chatbot, rag ai full walkthrough, ai chatbot diet, build ai with llama3 chromadb, python chatbot food rag, rag chatbot ollama python, rag chatbot step by step, ollama local ai chatbot, rag bot food ollama, langchain chromadb ollama tutorial, rag chatbot recommendation system, ollama langchain food bot, rag chatbot with retrieval, rag chatbot project guide, ai diet plan bot, build ai chef assistant, chatbot ollama langchain chromadb, rag app ollama llama3, chatbot food menu recommender