I've built a demo to query quarterly earnings call transcripts from a select few S&P 100 companies using Microsoft's new GraphRAG framework.

One of the key advantages of GraphRAG over traditional vector retrieval methods is its transparency and explainability. Unlike vectors, which are often obscure and not human-readable, the graphs generated by GraphRAG are easily interpretable.

In this demo, the graphs are used off-the-shelf without any domain-specific fine-tuning.

Check out the graphs here: https://bit.ly/46d757b Try out the demo here: https://bit.ly/3WfyvEX