llamaindex-try

random attempts in learning llamaindex

Try RAG

• rag_1.py - use the start example with my own documents in markdown
• rag_2.py - Customize LLM and prompts
• rag_3.py - Use a vector database (Qdrant) + Data ingestion
• rag_4.py - Create the query engine in a slightly lower level way
• rag_5.py - Instrumentation and customized event handler
• rag_6.py - Use an embedding model on HuggingFace
• rag_7.py - Use different chunking/indexing strategies
• rag_8.py - Use IngestionPipeline to parse doc and feed nodes into vector db
• rag_bot_1 - The most simple RAG chat app using Streamlit as UI