RAG and blockchain are not inherently incompatible, and there is potential for implementing RAG with blockchain technology.
In fact, combining RAG with blockchain could enable more secure, transparent, and decentralized approaches to data retrieval and generation.
Blockchain-based RAG systems could utilize decentralized data storage and retrieval mechanisms, such as InterPlanetary File System (IPFS) or decentralized databases, to store and manage knowledge graphs.
This could provide a more robust and resilient foundation for RAG systems, allowing them to operate in a more decentralized and community-driven manner.
Additionally, blockchain-based RAG systems could leverage smart contracts to govern data access, retrieval, and generation, ensuring that data is handled in a secure and transparent way.
However, there are also challenges to consider, such as scalability, latency, and data storage limitations, which would need to be addressed in order to successfully implement RAG with blockchain.
INLEO's own blockchain-based platform, which utilizes the Hive blockchain, could potentially be used to explore the integration of RAG with blockchain technology.
Would you like to discuss potential use cases or applications for blockchain-based RAG systems?
Elaborate on this...what are the use cases and applications? Go into more detail.
Would DAG implementation be built in the blockchains code base or is this a second layer that could be built?
Where would a RAG system with blockchain reside? Would that be at the base code or a layer 2?
Is a RAG system a vector database?