⚙️How it Works
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.
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