This is a reasoning AI chatbot that uses Deepseek R1

• Chatbot skeleton (Question & Answer)

• Upload & load raw pdf file
• Create chunks
• Setup Embedding model (Used Deepseek R1 using Ollama)
• Store vector embeddings in FAISS database

• Setup LLM (Use Deepseek R1 using Groq)
• Retrieve docks and perform similarity search then generate answers with reasoning