huggingface / cookbook

Open-source AI cookbook

https://huggingface.co/learn/cookbook

Apache License 2.0

1.62k stars 223 forks source link

add rag_with_knowledge_graphs_neo4j notebook & index #187

Closed dcarpintero closed 3 weeks ago

dcarpintero commented 4 weeks ago

What does this PR do?

Add a new notebook: 'rag_with_knowledge_graphs_neo4j'.

This notebook demonstrates how to:

Build a knowledge graph in Neo4j related to research publications using a synthetic dataset,
Project a subset of our data fields into a high-dimensional vector space using an embedding,
Construct a vector index on those embeddings to enable similarity search,
Extract insights from our graph using natural language by easily converting user queries into statements with

Who can review?

@merveenoyan and @stevhliu.

review-notebook-app[bot] commented 4 weeks ago

Check out this pull request on

See visual diffs & provide feedback on Jupyter Notebooks.

Powered by ReviewNB

HuggingFaceDocBuilderDev commented 4 weeks ago

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

dcarpintero commented 4 weeks ago

Thanks a lot @stevhliu - Your suggestions have been incorporated into the PR. Please let me know if there are any further improvements needed.

dcarpintero commented 3 weeks ago

Thanks @merveenoyan - I have incorportated your suggestions into the PR.

merveenoyan commented 3 weeks ago

@dcarpintero there should've been some merge conflicts coming from main to here but there isn't, seems interesting. Can you merge main to this branch manually? the CI fails because we recently merged another notebook called multiagent web assistant, I think either the file isn't there or it isn't in toctree

dcarpintero commented 3 weeks ago

@merveenoyan thanks for the heads-up I just manually merged main into this branch - please let me know in case there is still an issue with CI