Get GraphRAG Right with Our SDK
A specialized toolkit for building Graph Retrieval-Augmented Generation (GraphRAG) systems, integrating knowledge graphs, ontology management, and LLMs to deliver accurate, efficient, and customizable RAG workflows.
- OPEN-SOURCE
- UNSTRUCTURED DATA
- COMMUNITY SUPPORT
Remove the barrier of ontology creation
Transform raw data into structured knowledge models automatically.
- Use generative AI to detect and construct ontologies from your datasets
- Review, modify and iterate on detected ontologies to optimize graph structures
- Define custom parameters to scope and control ontology detection processes
Handle structured and unstructured data
Ingest diverse data formats through a streamlined ETL process
- Process multiple file formats including PDF, CSV, HTML, TXT, JSON and URLs
- Deploy FalkorDB instances via cloud infrastructure or containerized environments
- Utilize genAI capabilities to construct knowledge graphs efficiently
Use multi-agent Orchestration
Coordinate specialized agents for complex knowledge operations
- Configure domain-specific Knowledge Graph agents for targeted analysis
- Implement orchestration layer for automated agent coordination and planning
- Execute sophisticated queries through multi-agent collaboration
