Why this server?

While not directly related to RAG, it allows deployment, configuration, and monitoring which may indirectly help with RAG implementation.

Why this server?

Not directly related to RAG, but allows scheduling things related to RAG development.

Why this server?

Allows interacting with a PrivateGPT instance, which performs Retrieval Augmented Generation (RAG).

Why this server?

Enables downloading, processing, and managing YouTube content. This can be used as part of a RAG system where the knowledge is stored in youtube videos.

Why this server?

Allows querying Prometheus metrics. While not directly related to RAG it helps monitor the RAG system.

Why this server?

Provides data retrieval capabilities powered by Chroma embedding database, enabling creation of collections over generated data and user inputs, and retrieval of that data using vector search which is essential for RAG.