/llamaindex-demo

A small demo of LlamaIndex app with OpenLLMetry tracing

Primary LanguagePythonApache License 2.0Apache-2.0

LLamaIndex + OpenLLMetry observability demo

  1. Install:
poetry install
  1. 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.

  1. 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.