Knowledge bases
Overview
Manage document collections and knowledge bases to provide context to LLMs for RAG capabilities with AI agents
Pro Feature: Knowledge Base management and RAG capabilities are available only in Pro version.
Knowledge bases are document collections created through AIStudio flows that provide context to LLMs, enabling RAG (Retrieval-Augmented Generation) for agents in workgroups.
Knowledge Base Collections
Each collection card displays:
- Documents: Total document count
- Uploaded / Last Updated: Dates for tracking changes
- Text Modality: Database type and embedding model for text
- Image Modality: Database type and embedding model for images
Use the search bar to filter by collection name or embedding model. Click View Documents to see collection contents.
Document Details
| Column | Description |
|---|---|
| Document | File name and upload time |
| Status | Processing status (Available, Pending) |
| Upload Date | When the document was added |
| Chunks | Number of text chunks created |
| Images | Number of images extracted |
| Retrieval Count | How often retrieved by agents |
| Parameters | Chunking and processing settings |
| Metadata | Custom metadata fields |
Filter documents by text or image database using the badges. Use Refresh to sync latest changes.
Integration with Agents
Knowledge bases are automatically available to agents in workgroups to provide context to LLMs. See Agent Configuration for setup.