How do I deploy Agentfield Deep Research on Railway?

You can deploy Agentfield Deep Research on Railway by clicking the "Deploy Now" button on this page. Railway will automatically set up all the necessary services and configurations for you.

What are the system requirements?

Railway handles all the infrastructure requirements. You only need a web browser to deploy and manage your application.

Is this template free to use?

Yes, this template is free to use within your existing Railway account.

Can I customize this template?

Yes, you can fully customize this template. After deployment, you will have full control of what you've deployed in your Railway project.

How do I get support for this template?

You can get support through our community forum: agentfield-deep-research-b3d5eb0e, or click "Get template help" for this template for more assistance.

Deploy and Host Agentfield Deep Research on Railway

Agentfield Deep Research is an AI-powered research agent that performs iterative, multi-stream investigations on any topic. It autonomously searches the web, extracts entities and relationships, evaluates source quality, and generates comprehensive research documents with full citations and audit trails.

About Hosting Agentfield Deep Research

Deploying Agentfield Deep Research involves running two services: the AgentField control plane (orchestration layer) and the deep research agent node. The control plane manages agent registration, workflow execution, and provides observability. The research agent connects to the control plane on startup and handles research requests asynchronously. Both services communicate over internal networking, with the control plane exposing a public API for submitting research queries and streaming progress via Server-Sent Events.

Common Use Cases

Investment Research: Analyze companies, markets, and competitive landscapes with bear/bull tension analysis
Knowledge Graph Building: Extract entities (companies, people, products) and relationships for graph databases
Competitive Intelligence: Track competitor moves, product launches, and strategic positioning
Compliance & Due Diligence: Audit-ready research with strict source tracking and citation trails

Dependencies for Agentfield Deep Research Hosting

OpenRouter API Key - For LLM inference (supports DeepSeek, Claude, GPT-4, Gemini, Llama)
Search Provider API Key - At least one of: Jina AI, Tavily, Firecrawl, or Serper

Deployment Dependencies

OpenRouter - Get your API key for LLM access
Jina AI - Recommended search provider (free tier available)
Tavily - Alternative AI-native search (1000 free/month)
Agentfield Deep Research - Source code and documentation

Why Deploy Agentfield Deep Research on Railway?

Railway is a singular platform to deploy your infrastructure stack. Railway will host your infrastructure so you don't have to deal with configuration, while allowing you to vertically and horizontally scale it.

By deploying Agentfield Deep Research on Railway, you are one step closer to supporting a complete full-stack application with minimal burden. Host your servers, databases, AI agents, and more on Railway.