haiku.rag/docs/server.md

Server Mode

The server provides automatic file monitoring, MCP functionality, and AG-UI graph streaming.

Starting the Server

The serve command requires at least one service flag. You can enable file monitoring, MCP server, AG-UI server, or any combination:

MCP Server Only

haiku-rag serve --mcp

Transport options:

• Default - Streamable HTTP transport on port 8001
• --stdio - Standard input/output transport
• --mcp-port - Custom port (default: 8001)

File Monitoring Only

haiku-rag serve --monitor

Both Services

haiku-rag serve --monitor --mcp

This will start file monitoring and MCP server on port 8001.

File Monitoring

Configure directories to monitor in your haiku.rag.yaml:

monitor:
  directories:
    - /path/to/documents
    - /another/path

Then start the server:

haiku-rag serve --monitor

Monitoring Features

• Startup: Scans all monitored directories and adds new files
• File Added/Modified: Automatically parses and updates documents
• File Deleted: Removes corresponding documents from database

Filtering Files

You can filter which files to monitor using gitignore-style patterns:

monitor:
  directories:
    - /path/to/documents

  # Ignore patterns (exclude files)
  ignore_patterns:
    - "*draft*"         # Ignore draft files
    - "temp/"           # Ignore temp directory
    - "**/archive/**"   # Ignore archive directories

  # Include patterns (whitelist files)
  include_patterns:
    - "*.md"           # Only markdown files
    - "**/docs/**"     # Files in docs directories

Pattern behavior:

• Extension filtering is applied first (only supported file types)
• Include patterns create a whitelist (if specified)
• Ignore patterns exclude files
• Both can be combined for fine-grained control

Supported Formats

The server can parse 40+ file formats including:

• PDF documents
• Microsoft Office (DOCX, XLSX, PPTX)
• HTML and Markdown
• Plain text files
• Code files (Python, JavaScript, etc.)
• Images (processed via OCR)
• And more...

URLs are also supported for web content.

AG-UI Server

The AG-UI server provides HTTP streaming of research graph execution using Server-Sent Events (SSE).

Starting the AG-UI Server

haiku-rag serve --agui

This starts an HTTP server (default: http://0.0.0.0:8000) that exposes:

• GET /health - Health check endpoint
• POST /v1/agent/stream - Research graph streaming endpoint

Configuration

Configure the AG-UI server in your haiku.rag.yaml:

agui:
  host: "0.0.0.0"
  port: 8000
  cors_origins: ["*"]
  cors_credentials: true

See Configuration for all available options.

Using the Streaming Endpoint

The /v1/agent/stream endpoint accepts POST requests with research parameters and streams AG-UI events:

Request format:

{
  "threadId": "optional-thread-id",
  "runId": "optional-run-id",
  "state": {
    "context": {
      "original_question": "What are the key features of haiku.rag?"
    }
  },
  "messages": [],
  "config": {}
}

Example with curl:

curl -X POST http://localhost:8000/v1/agent/stream \
  -H "Content-Type: application/json" \
  -d '{
    "state": {
      "context": {
        "original_question": "What are the key features of haiku.rag?"
      }
    }
  }' \
  --no-buffer

The --no-buffer flag ensures curl displays events as they arrive instead of buffering them.

Response: Server-Sent Events stream with AG-UI protocol events:

• RUN_STARTED - Graph execution started
• STATE_SNAPSHOT - Current state snapshot
• STEP_STARTED - Node execution started
• STEP_FINISHED - Node execution completed
• ACTIVITY_SNAPSHOT - Progress update
• RUN_FINISHED - Graph execution completed with result
• RUN_ERROR - Error during execution

Example event output:

data: {"type":"RUN_STARTED","threadId":"abc123","runId":"xyz789"}

data: {"type":"STATE_SNAPSHOT","snapshot":{"context":{"original_question":"What are the key features of haiku.rag?"},"iterations":0}}

data: {"type":"STEP_STARTED","stepName":"plan"}

data: {"type":"ACTIVITY_SNAPSHOT","messageId":"msg-1","activityType":"planning","content":"Creating research plan"}

data: {"type":"STEP_FINISHED","stepName":"plan"}

data: {"type":"RUN_FINISHED","threadId":"abc123","runId":"xyz789","result":{"title":"Research Report","executive_summary":"..."}}

The endpoint follows the AG-UI protocol for event streaming.

Running Multiple Services

You can run any combination of services:

# File monitoring + AG-UI
haiku-rag serve --monitor --agui

# MCP + AG-UI
haiku-rag serve --mcp --agui

# All services
haiku-rag serve --monitor --mcp --agui