LlamaIndex Webinar: Advanced RAG with Knowledge Graphs (with Tomaz from Neo4j)
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- Опубліковано 17 чер 2024
- In this webinar, you’ll learn how to use LlamaIndex property graph abstractions with Tomaz from Neo4j:
1️⃣ High-level property graph index + neo4j to easily construct/query knowledge graphs
2️⃣ Low-level details on graph construction
3️⃣ Low-level details on graph retrieval/querying
4️⃣ Knowledge graph agents that can reason over complex questions.
Documentation: docs.llamaindex.ai/en/latest/...
[GitHub](github.com/run-llama/llama_index)
[Discord]( / discord )
[Twitter]( / llama_index )
[Linkedin]( / llamaindex )
#knowledgegraph #llamaindex #llms #ai - Наука та технологія
feels like he never slept and started giving this presentation
maybe totally different time zone
Fantastic webinar, very useful.
On a long and only very slightly related tangent, protip:
Before (and during!) long presentations drink tea with honey and a lemon slice. When we're nervous our throat tenses up and it's very easy to start coughing when talking constanly. The hot tea with honey helps with that, and the acidity from the lemon prevents your mouth from drying out. I used to have a terrible time doing these 50-minute presentations + Q&A. My throat would be shot even though I wasn't yelling or anything. Eventually I took a couple of vocal training lessons and it practically solved the issue in a week.
This call was great, we used the LlamaIndex+Neo4j implementation as a basis for automatic knowledge graph generation in R2R
Jerry was a great moderator asking killer question to Tomaz
How can I constrain the graph construction with .owl and RDF?
This also I want to ask, if RDF/OWL necessary for LLM augmentation performance
While defining the schema, the node labels and relationships were defined. In addition to that, is there a way to define properties associated with each node label?
Great content, very useful. Where can we find the notebooks used here?
Hi sir ! I’m also LLM/KG enthusiasm, based on your expertise Is Ontology schema like RDF/OWL necessary when building Graph data base as RAG material for LLM output augmentation ?
Its good learning stuff. I have an grpah db which i created. It has different nodes with different lables and relationships between them with properties. Those nodes and relationships and properties and lables generated with help of LLM propmpt and loaded into neo4j. I want to built RAG on top of it. What will be feasible solution as i have very random node lables and relationships.? Suggest some reference please reference
where can we find the notebook used in the video? Please share!
He actually shows the notebook he used late in the video check after 45:25
Watch the lecture with at least 1.5x speed to prevent yourself from sleeping...
Hangover recovery?😂
great content but presentation skills....needs some work and energy!
🥱
the tune is reallyy dozy,however the code is easy to understand
Not a fan of the way this was presented ... I was expecting a tutorial