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Neo4j graph construction from unstructured data using LLMs

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Hi everyone, I'm running my LLM Graph Builder using the Ollama LLaMA 3 model on an AWS EC2 instance with the following specs: Instance type: g5.xlarge GPU: 1 GPU Memory:...

Hey! Trying to connect to my local Neo4j instance running via command: ```sh docker run --name neo4j -p 7474:7474 -p 7687:7687 -d -e NEO4J_AUTH=neo4j/password neo4j:latest ``` On further inspection it...

I'm getting this error while chatting with my newly created graph. Embedding model openai chat-gpt 4o Exception: An error occurred while retrieving the Neo4jVector index or creating the retriever. Please...

bug

after a file upload failed, there is nothing in the database the information is only stored in the front-end when a user does try to delete a file, currently nothing...

bug

https://github.com/neo4j-labs/llm-graph-builder/issues/1024#issuecomment-2612079931

enhancement
improvement
python

- allow as a source for graph schema (similar to predefined schemas) - export current graph schema as a data importer JSON - similar to get schema from text /...

enhancement

I don't just mean locally, I mean locally + without internet. I've been trying to set this up for awhile but a bunch of the libraries trigger a call for...

when run the project with deepseek,document retrieve and rag invoke method costs more than 20 seconds,chat mode is graph + vector + fulltext,any performance optimization idea?

bug

Description: I've noticed that when uploading large PDF documents (e.g., annual reports), the system does not consistently analyze all relevant pages when extracting structured values (e.g., EBITDA, revenue, project-level financials)....