Dumplings
  • 🥟Welcome to Dumplings' Official Documentation
  • About Us
    • 🧩Problems & Our Solution
    • 🚀Key Features
    • ⚙️How it Works
    • 👜Business Model
    • 💣IMPACT
    • 🚗Roadmap
  • 👨‍💻API Testing Page
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  • Use Cases for customer segments
  • System Architecture
  • Why This Architecture?
  1. About Us

How it Works

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Last updated 6 days ago

Use Cases for customer segments

  • For Individuals Walkthrough on creating personal agents for sites, Notion, or wallets. Cover embed/API keys, voice options, and pricing tiers.

  • For Industry Clients Explain how businesses can integrate Dumplings into customer service, FAQs, and ops automation.

System Architecture

Dumplings is built with a modular, scalable architecture that blends AI, voice, and blockchain technology to deliver secure, verifiable, and intelligent agent experiences.

🔐 Frontend

Our platform is built on Next.js, featuring:

  • Seamless wallet login

  • Easy-to-use agent templates

  • Billing and usage monitoring through Solana wallet integrations

🧠 AI & Intent Recognition

  • LLM Layer (Fetch.ai): Powers chat logic, Retrieval-Augmented Generation (RAG), and general responses

  • Together.ai: Detects and routes user intent to the correct agent mode or API

  • HuggingFace: Processes uploaded documents into embeddings for smart document-based agents

🔊 Voice Capabilities

  • ElevenLabs API: Generates natural-sounding voice responses and supports voice-based interaction modes

🔗 Smart Contracts for Verifiable AI

  • Solana Smart Contracts are used to hash and verify AI-generated outputs, anchoring them on-chain for transparency and traceability — a key innovation for Verifiable AI

💾 Data Storage

  • MongoDB: Stores parsed documents, agent configurations, and metadata for real-time agent interactions

💸 DeFi + Token Intelligence

  • BirdEye API + CoinGecko + GeckoTerminal: Fetches up-to-date token prices, liquidity pool data, and other DeFi metrics — enabling agents to serve accurate crypto insights

🔍 On-Chain Data Access

  • Helius API: Retrieves transaction history, wallet activity, and on-chain events for a complete user or protocol profile

🌐 External Web Knowledge

  • Serper API: Retrieves fresh web results to allow agents to provide recent, real-world context from web sources

Why This Architecture?

By combining modern AI frameworks with decentralized infrastructure:

  • You get the flexibility and power of AI with the transparency and trust of blockchain.

  • The architecture supports both individual creators and enterprise-level clients looking for scalable automation.

⚙️
Dumplings Architecture