Papr.ai is an AI agent builder that combines RAG with memory management, offering a unified API for creating intelligent agents and analytics UIs. It leverages vector indexes and knowledge graphs for enhanced accuracy.
Papr.ai minimizes hallucinations by structuring context into a vector index and knowledge graph, allowing for more reliable retrieval and generation of information compared to traditional RAG approaches.
Papr.ai primarily utilizes GraphQL for querying the knowledge graph, making it accessible to developers familiar with this powerful query language. Support for other languages is expected to expand.
The open-source version of Papr.ai provides a local deployment option for self-hosting, while the cloud edition offers a managed service with simplified scaling and maintenance.
Papr.ai incorporates built-in ACLs and permission controls, ensuring data privacy and security by restricting access to sensitive information within the knowledge graph.