LLamaIndex + OpenLLMetry observability demo

1. Install:

poetry install

2. Set up the environment:

export OPENAI_API_KEY=<your openai api key>
export COHERE_API_KEY=<your cohere api key>
export TRACELOOP_API_KEY=<your traceloop api key>

You can connect OpenLLMetry to other platform by following one of the guides here.

3. Run any of the demos like this:

poetry run streamlit run llamaindex-demo/<demo name>.py

Demos:

1. poetry run streamlit run llamaindex-demo/chat.py - An interactive chat allowing you to ask questions about Paul Graham's indexed essays.

   

2. poetry run streamlit run llamaindex-demo/query-rewriting.py - Demonstrating multi-step RAG pipeline with query rewriting and re-ranking.

   

3. poetry run streamlit run llamaindex-demo/agent.py - Demonstrating an autonomous agent with LlamaIndex.