Neo4j Knowledge Graphs and Google Generative AI

This video shows how Neo4j can be used together with Google Cloud Vertex AI generative AI to automatically generate knowledge graphs and then query them. You can check out the source code for the demo here: github.com/neo...

[@ainativehealth]

This is great! I have also been building a KG for Chinese Medicine Knowledge with GPT4, and also use GPT4 to turn natural language queries to cypher queries! To me it performs so much better than vectorstore retrieval!

[@DeepakVijaykumar-v9i]

@dataTCM can you please let me know how you've done this? Thanks

[@RodrigoSze]

I have beeing doing same thing also!

[@potatodog7910]

How

[@sunzidasiddique7918]

​@@RodrigoSzewill you please share your gmail to contact with you.

[@podunkman2709]

Vector search disappointed me a lot. Results are quite... random.

[@jonclement]

I find straight dictionaries (df) easier to work with during GPT prompt + responses but it adds another schema view style. In case you missed it, langchain has some cypher module support now.

[@dottoreb9120]

This will revolutionize health care as the next gen electronic medical record that is patient and physician-centric and not billing-centric

[@benlackey5068]

That's been a long time coming. I'd believe this is an incremental step toward that.

[@cemery50]

It would be phun to create a one-click virtual machine and/or container image so it could also be mapping the users datas stiores automatically.

[@sunilchilumuru]

Very useful...BTW what approaches we can take for finetuning..This is what all customers have been asking.hope you address this

[@benlackey5068]

We're still trying to fix out the right mix of fine tuning and prompting for the best results. Regardless, we're trying to feed the model information about both the data model in the knowledge graph and the Neo4j Cypher query language (or some subset of it). The notebook has more detail. And we're always here to help too...

[@awesomenoone8888]

Good work b/w..😌

[@Pumice123]

Thanks a lot

[@awesomenoone8888]

Hey , I was able to generate the knowledge graph, but I m finding difficult to query it out or process it to get the required results.

[@NithinTS-ql6qt]

update your git first SEC data doesn't work coe is broken

[@himlovemiradwal3160]

can we not run the notebook without google managed notebook account?

[@benlackey5068]

The notebook is designed to run in a Google Cloud Vertex AI managed notebook. It would probably run in an unmanaged notebook. The managed notebook has the advantage of automatically updating itself. It also stops when you're not using it which minimizes bills. Getting the notebook to run in environments outside of Google Cloud such as Colab or on a laptop might require changes but should be possible.

[@podunkman2709]

All nice but calling it 'AI' is a big exaggeration. It's just fast computers and algorithms. Magical things are created from simple elements.

[@himlovemiradwal3160]

can you share the github link ?

[@benlackey5068]

Sure thing. It's in the video description. But here it is again. github.com/neo4j-partners/intelligent-app-google-generativeai-neo4j

[@danielgormly6064]

@@benlackey5068 The video description crops the link