Knowledge Graph Construction Demo from raw text using an LLM

Code & Application
github.com/neo...
Use the repo to run a demo of the app.
More about Neo4j Knowledge Graphs: bit.ly/3XViZjQ

[@okzoomers]

The ability of LLMs to convert unstructured plain text into symbolic and computer-readable representations is highly promising in my opinion.

[@98f5]

In theory. In practice i have found it still takes a TON of manual filtering and cleaning

[@DigitalAlligator]

Agree. The LLM require tons of prompt engineering or finetuning@@98f5

[@FallsFait]

@@98f5 should depend on the effectiveness of the individual model no? Curious to what you were trying to use this for as well?

[@awakenwithoutcoffee]

@@98f5 what about now ? RagGraphing is now becoming adoption ready which is exciting indeed.

[@himlovemiradwal3160]

How to craete a Neo4j graph from a PDF file with a pre-defined schema?

[@DMexa]

Man, Im looking for the same!, if you find out how to do it please share, otherwise I will love to colaborate

[@jasparta993]

Blind guess, but if there is no copyable text You should use OCR. If you have text then it will be easier to use it from .csv

[@AdrienSales]

Hi, this is quite exciting project : will it be packaged as a Neà4J Desktop app soon ?

[@jma7889]

it seems hard to use, at the end of the demo, the query didn't work, and author tried a select all instead, : )

[@RealAsh05]

great job man

[@TomSteadman]

Were there no edges on the schema graph?

[@DianNuryani-x5b]

Hi, I'm trying to run the app but the import button doesn't do any action, in the github repo there are some people who are also facing the same problem.

[@mokka8727]

I install the program but when I import the unstructured data, no more action from the browser? why? pls help

[@mrs8768]

he said that it takes some time, did you wait?

[@kairosanna1292]

Sure I tried many times. Why didn't he provide a small sample input so beginners can test with the sample to see if the program works or not.

[@cemery50]

I like many view types for a relational db...I also want to make them the core of the OS. I want to use ai augmented program construction, execution, monitoring and repairing using UML as a user i/f using a weighted directional real time interface in all phases from meta-data through standards and canon. I want agents to manage ingestion, display and replications of all formats to a central dasshboard.

[@engage-meta]

Nice video thanks!

[@VankudothKalyan-r5f]

how we can store un stacture data dynamically in neo4j graph db

[@milensys1]

🎉 Thanks for sharing. Is there a way to quickly deploy to a php site?

[@fanshengkong2459]

Can someone help me? I am a rookie to docker, I follow the procedure to install the project, but i cannot open backend (it said `detail: Not Found`)， and in localhost 4173, there is no reaction on any buttons.😮‍💨

[@noahmay123]

Hello, I think this error occurs if there is no connection from the docker instance to a Neo4j database. Check that the database credentials are correct and that a database is running on the specified port. Let me know if you still have problems :)

[@fanshengkong2459]

Honestly, i am confused about what file should i check..., could you please give me more details? And in github there is a notification`disable online demo @noahmay committed on Aug 17`, is this the reason?@@noahmay123

[@amacegamer]

There's nothing like that for multiples CSV's?

[@neo4j]

not quite, but with the Data Importer loading multiple CSVs becomes very easy and you can map them to a graph and then go from there: neo4j.com/docs/data-importer/current/

[@mikiallen7733]

Hi can I access the same demo from within R , does R provide such tools to reproduce such interfaces as you have done here ? thanks

[@moviecules1697]

The localhost link is not working

[@user-wr4yl7tx3w]

Audio could be better.

[@neo4j]

Thank you for the feedback!

[@mercelineakoth8391]

How can I create knowledge Graph from from excel file

[@neo4j]

if you already have data in a table (ideally CSV), then you can import that directly into Neo4j... Check our Knowledge Graph Book with more guidance on building KGs: neo4j.com/knowledge-graphs-practitioners-guide/

[@Ash-gx5rj]

Which LLM is being used here?

[@neo4j]

I think they are using OpenAI here, but in general this should work with any LLM you want to use

[@NayoungKim-i2s]

Can somebody help me how I can access the unstructured data import or an alternate option? I downloaded the html file from github and doesn't work.

[@kaanguul8552]

Oh, boy