RAG - Build with AI

!pip -q install -U \
    langchain==1.2.15 \
    langchain-core \
    langchain-community \
    langchain-text-splitters \
    langchain-google-genai \
    langchain-huggingface \
    langchain-chroma \
    chromadb \
    pypdf \
    beautifulsoup4