WEEK 5 ASSIGNMENT — MINI RAG CHATBOT (RECOMMENDED) Since there is no ready assignment, this is a recommended task suitable for the bootcamp. 📌 Assignment Description Each student / group will: Choose at least 3 documents (PDF / txt / markdown) Build a simple RAG chatbot 📌 Assignment Sections 1️⃣ Document Preparation Apply chunking Generate embeddings 2️⃣ Retrieval Use a Vector DB ( Chroma) Show top-k retrieval 3️⃣ LLM Integration Context + user query Generate the answer 4️⃣ Analysis Is there hallucination? How does the output change when context is given? 📌 Submission Format Notebook Short README 5–7 minute demo / explanation 🎯 Skills Gained at the End of Week 5 📘 Theoretical ✔ What is RAG and why it is needed? ✔ Embedding logic ✔ How vector databases work ✔ Context & memory management 🧪 Practical ✔ Build a simple RAG pipeline ✔ Use a Vector DB ✔ Reduce hallucination ✔ Develop a mini chatbot