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What is RAGNER?

RAGNER is an AI orchestration swarm that transforms your protocol documentation (API, RPC, Contracts, SOAP, GraphQL, etc.) into dynamic, interactive agents. It simplifies DSL (Domain-Specific Language) integrations and becomes a callable tool for other AI agents.

These agents act as composable building blocks, capable of executing tasks autonomously while being easily accessible to both developers and non-developers.

Ragner.ai eliminates friction in developer understanding, integration and onboarding for both humans and AI agents.

Diagram of NVIDIA's RAG Pipeline

The name R.A.G:NER

Is inspired by the AI ecosystem term R.A.G (Retrieval-Augmented Generation). It reflects evolution beyond traditional RAG to create context-aware, intuitive, and actionable Agents & tools.

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🔥 The Ragner Difference

The end of integration debt starts here.

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1. Documentation Intelligence

Upload any protocol documentation (APIs, RPCs, GraphQL, Smart Contracts), and Ragner instantly generates:

  • Protocol to Agents: your API endpoints become callable AI tools.
  • Natural Language Interface: Interact with enterprise APIs using plain English commands. RAGNER translates human instructions into precise API calls
// interacting with a ragner salesforce agent
"Show me real-time sales data from Salesforce API" -> "GET /sales/realtime

// user asks  -> agent makes api call -> returns data

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2.Universal Compatibility

Works seamlessly across all major programming languages, protocols, and frameworks, including the Web3 and Blockchain ecosystem.

From legacy banks to decentralized networks:

CategorySupported Protocols
Web2REST, SOAP, GraphQL, WebSockets
Web3Ethereum RPC, Solana, Cosmos, Smart Contracts
EnterpriseSAP, Salesforce, Oracle DB
LegacyXML, MQTT, FTP

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3.Intelligent Workflow Orchestration

Like building with LEGO blocks, leverage composable swarms to create multi-step workflows by combining multiple Ragnar API Agents without writing code.

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4.Serverless Deployment

Deploy AI agents without the need for managing servers, ensuring scalability and reduced operational overhead.

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Who is it For?

  • Development Teams: Streamline API integration and reduce manual coding.
  • Enterprises: Enhance API usability, boost adoption 5X, grow sales, and streamline developer onboarding.
  • AI Builders: Automate API-to-agent integration. Enable instant agent-to-agent communication without custom code.
  • Blockchain Innovators: Turn complex contracts instantly usable with tools. Eliminate smartcontract integration barriers.