Skip to content

Commit

Permalink
Update llm-graph-builder.adoc
Browse files Browse the repository at this point in the history
  • Loading branch information
jexp authored Jun 5, 2024
1 parent 90143f8 commit a257050
Showing 1 changed file with 7 additions and 0 deletions.
7 changes: 7 additions & 0 deletions modules/genai-ecosystem/pages/llm-graph-builder.adoc
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,13 @@ The Neo4j LLM Knowledge Graph Builder is an https://llm-graph-builder.neo4jlabs.

It uses ML models (LLM - OpenAI, Gemini, Llama3, Diffbot) to transform PDFs, web pages, and YouTube videos into a graph of entities and their relationships, which it stores in your Neo4j database.

[NOTE]
====
* best results for files with long-form text in English
* not suited for tabular data like Excel or CSV or images/diagrams/slides
* higher quality data extraction if you configure types for nodes and relationships in the settings (icon:gear[])
====

The front-end is a React Application and the back-end a Python FastAPI application.
It uses the https://python.langchain.com/docs/use_cases/graph/constructing[llm-graph-transformer module^] that Neo4j contributed to LangChain.

Expand Down

0 comments on commit a257050

Please sign in to comment.