What’s the best way to group agent & knowledge per organisations/users so they are not shared?

[main fog]

AI-generated Answer for miky2fois

The best way to ensure that agents and their knowledge bases are not shared between organizations or users is to create a separate agent for each organization. This approach allows each agent to have its own dedicated knowledge base, avoiding any overlap or sharing of information between different entities.

Here are the key benefits of this method:

1. Isolation of Knowledge: Each agent will have its own knowledge base, ensuring that no information is shared across organizations.
2. Avoiding Knowledge Base Limits: By separating agents, you reduce the risk of hitting the knowledge base size limits, which can occur if too many documents are added to a single agent.
3. Customizability: Each agent can be tailored specifically to the needs of the organization it serves, making it easier to manage and maintain.

While this approach may require more effort upfront to set up multiple agents, it ensures a clean and reliable structure for managing knowledge bases across different organizations.

[mighty vortex]

What’s the difference between using RAG and not using RAG?

[main fog]

AI-generated Answer for miky2fois

Using Retrieval-Augmented Generation (RAG) allows your agent to access a specific knowledge base to retrieve relevant information and use it to answer questions. This means the agent can provide more accurate and context-specific responses based on the data you upload, such as documents or files.

Without RAG, the agent relies solely on its pre-trained language model and general knowledge, which may result in less precise or less tailored answers, especially for domain-specific or organization-specific queries.

RAG is particularly useful when you need the agent to handle specialized tasks or provide answers based on proprietary or detailed information that isn't part of the general training data.

[mighty vortex]

What’s the knowledge base limit for an agent expressed in mb?

[main fog]

AI-generated Answer for miky2fois

The knowledge base limit for an agent is 21 MB or 300,000 characters. This applies to both TXT files and PDFs.

[mighty vortex]

Can I get the knowledge base capacity or remaining per agent via the API?