[Bug]: <title> In the case, knowledge_graph.html cannot be displayed well

[Slian22]

Do you need to file an issue?

• I have searched the existing issues and this bug is not already filed.
• I believe this is a legitimate bug, not just a question or feature request.

Describe the bug

I deployed lightrag according to the official steps, but my python3.10 and ollama local large model generation case will result in an incomplete knowledge graph. What should I do?

My operating system is Mac OS, and the local large models are gemma2:2b and nomic-embed-text:latest

Steps to reproduce

Follow the official video

Expected Behavior

No response

LightRAG Config Used

Paste your config here

Logs and screenshots

No response

Additional Information

• LightRAG Version:
• Operating System:
• Python Version:
• Related Issues:

[Ja1aia]

You could try using bigger model, because lightRAG knowledge graph generation heavily relied on the LLM capability.

[BireleyX]

had a similar issue. was able to reduce 'orphan' entities be using a better LLM and also reducing chunk size to a value between 200 to 400 and overlap to a value between 20-100.

[Slian22]

Ok, I'll try it. Thanks.

[pateldeepp]

I am facing similar issue. Which better LLM are you referring to ? @BireleyX . I have this set up in Mac Mini M4, 16GB RAM - 2024 Model. I am also using local large models are gemma2:2b and nomic-embed-text:latest