llm-graph-builder
Neo4j Application for Building Knowledge Graph
- Knowledge Graph Creation: Use LLMs to transform unstructured data into a structured knowledge graph.
- Provide modes: customize modes or generate images using existing modes in the settings.
- View Graph: View graphs from specific sources or multiple sources in Bloom.
- Dialogue with data: Interact with data in the Neo4j database through conversational queries, and retrieve metadata about the source of query responses.
- Local deployment: Run through Docker compose, supporting OpenAI and Diffbot.
- Cloud deployment: Supports deploying applications and packages on Google Cloud Platform.
- Environment configuration: Configure environment variables as needed to enable specific features or integrations.
Product Details
LLM graph builder is an application that utilizes large language models such as OpenAI, Gemini, etc. to extract nodes, relationships, and their attributes from unstructured data (PDF, DOCS, TXT, YouTube videos, web pages, etc.), and creates a structured knowledge graph using the Langchain framework. It supports uploading files from local machines, GCS or S3 storage buckets, or network resources, selecting LLM models, and generating knowledge graphs.
