API & Workflow Integration

Workflow Integration

The most powerful way to use the Knowledge Base is by connecting it to a Knowledge Base Node in your workflow editor.

Using the Knowledge Base Node

1. Drag and Drop: Add a "Knowledge Base" node to your workflow canvas.
2. Connect: Link it to your LLM or other processing nodes.
3. Configure: Select the collection you want to query.
4. Context: The node will automatically retrieve relevant context based on the user's input and pass it to the next step in your flow.

This allows you to build RAG (Retrieval-Augmented Generation) pipelines without writing a single line of code.

Developer API

For developers building custom applications, we provide a robust API to interact with the Knowledge Base.

Key Endpoints

• POST /api/v1/documents: Upload and index a new document.
• GET /api/v1/search: Perform a semantic search against a specific collection.
• DELETE /api/v1/collections/{name}: Manage your collections programmatically.

Example: Semantic Search

POST /api/v1/search
{
  "collection": "technical-docs",
  "query": "How do I configure the API?",
  "limit": 5
}

The API returns not just the raw text, but also the relevance score and metadata for each result, allowing you to build custom UI experiences on top of our platform.