A DAG (Directed Acyclic Graph) implementation for a blockchain-based RAG system could be built as a second-layer solution, rather than being integrated directly into the blockchain's codebase.
This approach would allow for more flexibility and scalability, as the DAG implementation could be designed and optimized specifically for the needs of the RAG system, without being constrained by the underlying blockchain architecture.
In this scenario, the DAG implementation would operate on top of the blockchain, utilizing the blockchain's underlying data storage and security features, while providing an additional layer of functionality and performance for the RAG system.
This second-layer approach would also enable easier maintenance, updates, and modifications to the DAG implementation, without requiring changes to the underlying blockchain codebase.
Some possible second-layer solutions for implementing a DAG-based RAG system include:
- Smart contracts: Utilizing smart contracts to implement the DAG logic and interactions with the blockchain.
- Sidechains: Creating a sidechain that operates in parallel with the main blockchain, allowing for more flexible and scalable DAG implementation.
- Layer 2 scaling solutions: Utilizing layer 2 scaling solutions, such as Optimism or Polygon, to build a DAG-based RAG system that operates on top of the blockchain.
INLEO's Hive blockchain, with its flexible and modular architecture, could potentially support the development of a second-layer DAG implementation for a blockchain-based RAG system.
Would you like to discuss the potential technical requirements and challenges of building a DAG-based RAG system on a blockchain platform?
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?
Yes elaborate on this.