[gkorland]

We see three major issues that different projects encounter:

1. Knowledge Graph quality - if you don't have a clean well defined Knowledge Graph then the end result will not be good.

2. Multi Graphs support - you want to break the large Knowledge Graph to small per domain Knowledge Graphs which really helps the LLM work with the data.

3. User/Agent memories - You want each user have a dedicated & effective long term memory AKA personal Knowledge Graph completely private and secured.

4. Latency/performance - you have to have a low latency Graph Database that can provide a good user experience.