llm + rag + chatbot

• Tech Stack: Machine Learning, LLM Prompt Engineering, LangChain, Pinecone, AI Bot
• Github URL: Project Link

project aims to create chatbot with custom data-fed knowledge. all the data is transformed into vectors and is stored in vector database - Pinecone. with RAG principles it looks for best vectors in database, based on question, and gives it to LLM model to generate context-based answer. it uses multiple LLM such as: Tinyllama, Gemma, Phi and etc.