llm-graph-builder
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neo4j-labs
Neo4j graph construction from unstructured data using LLMs
Is there a way to slow down the requests? I am hitting this generating the graph for anything other than a two-page markdown file. Thanks! ``` backend | 2025-07-23 14:21:34,232...
**Is your feature request related to a problem? Please describe.** I'm always frustrated when I restart the llm_graph_builder and I have to reenter all my settings in the GraphEnhancements Menu....
**================== First issue building docker ==================** > --> I clone the repo in a VM > --> created the .env file in both the frontend and backend > --> used...
Can it support the display of image content within documents such as pdf, word, pptx, and markdown, especially during the search stage, show the relevant images in the final answer...
allowedNodes":"", "allowedRelationship":"", "api_name":"extract", "database":"neo4j", "db_url":"neo4j+s://f8b34f14.databases.neo4j.io:7687", "email":null, "error_message":"__str__ returned non-string (type NoneType)", "failed_count":1, "file_created_at":"2025-07-30 07:57:23 ", "file_name":"images.jpeg", "logging_time":"2025-07-30 07:57:45 UTC", "message":"Failed To Process File:images.jpeg or LLM Unable To Parse Content ",...
we need to fix the sentence transformer download, it fails all the time with 429 errors when trying to start the container either we need to bake it into the...
Does the application support uploading 80+ around 10-300 KB each html/PDF Chinese documents? Somehow the chat interface does not seem to reference all documents for Q&A. Any pointers for Graph...
Hello, The knowledge graph visualization in the UI is excellent. For deeper analysis and use in other tools, it would be incredibly helpful to export the final, consolidated graph that...
Hello maintainers @kartikpersistent @jexp @prakriti-solankey, Firstly thank you for building this product. I am running the llm-graph-builder locally on one of my servers and i am having issues scaling up...
- Explore KG construcition as a tool based ReACT loop where processing of larger documents happens in multiple phases Example tools: - fetch existing entities from graph - get graph...
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Neo4j graph construction from unstructured data using LLMs