G-KB (Gonesis Knowledge Base)

A knowledge base service with low barriers, high scalability, and privacy protection, built for AI agents.

What is Knowledge Base

A knowledge base is a collection of information(documents, texts, structured data) that can be integrated into an application as a retrieval context. The information can be uploaded by creators of AI agents, or synchronized from other data sources.

Why We Need Knowledge Base

Training large language models relies on public data and requires significant computational power. As a result, they typically lack private domain knowledge and may be behind on the latest public information.

To address this problem, the common solution is to use Retrieval-Augmented Generation (RAG). This technology matches user queries with the most relevant external data, retrieves the content, and integrates it into the model prompt to generate a response.

Introducing G-KB (Gonesis Knowledge Base)

Currently, centralized AI agent platforms require users to upload their private knowledge to a centralized database. It easily leads to plagiarism and privacy breaches. Furthermore, it obstructs the growth of a wider AI agent ecosystem.

To address this issue, we introduce G-KB(Gonesis Knowledge Base). It can be run as a standalone storage service, or integrated seamlessly as an extension module within Agent Creator Platforms.

G-KB allows creators to securely upload their private knowledge to an access-controlled database, and connect it with AI agent workflows, while protecting the confidentiality of their knowledge bases. It also ensures high reliability, fast response times and unlimitied scalability.

Features and Advantages

1. Supports Local and Decentralized Storage: G-KB can store data in the local or decentralized storage networks(like arweave or filecoin), providing flexibility and robustness.

2. Privacy and Access Control: Ensures data privacy and secure access using advanced cryptographic methods.

3. Extensibility and Composability: Allows linking to external data sources or other knowledge bases via embedded URLs, saving storage space.

4. Out-of-the-box UI: Provides a simple and easy-to-use user interface for uploading and managing knowledge bases.

5. API-based External Access: Provides seamless integration and access for external AI agents and applications via customizable APIs.

6. Open-source: Fully open-source, enabling customization and further development as needed.

Repository

The codes of G-KB will be totally open-source. The repo is coming soon.