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AIHub - AI Services Module

Centralized AI Infrastructure for Multi-Tenant Applications

🚧 Status: Documentation Coming Soon

Overview​

AIHub provides centralized AI capabilities across all SophiChain modules, including:

  • 🤖 LLM Integration - OpenAI, DeepSeek, self-hosted models
  • 🔍 Vector Search - Embeddings-based knowledge retrieval
  • 📚 Knowledge Bases - Multi-tenant knowledge management
  • 💬 Chat Widgets - Conversational AI interfaces
  • 📊 Usage Quotas - Token management and billing integration

Quick Preview​

Key Features (Planned)​

✅ Multi-LLM Support - Switch between OpenAI, DeepSeek, local models
✅ Embeddings & Vector Search - RAG (Retrieval Augmented Generation)
✅ Multi-Tenant - Isolated knowledge bases per tenant
✅ Usage Metering - Integration with FinanceHub for billing
✅ Pluggable Providers - Add custom LLM providers via NuGet
✅ Caching & Optimization - Reduce API costs with smart caching

Architecture Highlights​

┌────────────────────────────────────────┐
│           AIHub Module                 │
├────────────────────────────────────────┤
│  ┌──────────────────────────────────┐  │
│  │   LLM Provider Abstraction       │  │
│  │  (ILlmProvider Interface)        │  │
│  └──────────────────────────────────┘  │
│           ↓         ↓         ↓         │
│     ┌────────┐ ┌────────┐ ┌────────┐   │
│     │ OpenAI │ │DeepSeek│ │ Local  │   │
│     │Provider│ │Provider│ │Provider│   │
│     └────────┘ └────────┘ └────────┘   │
├────────────────────────────────────────┤
│  ┌──────────────────────────────────┐  │
│  │   Vector Store Abstraction       │  │
│  │  (IVectorStore Interface)        │  │
│  └──────────────────────────────────┘  │
│           ↓         ↓         ↓         │
│     ┌────────┐ ┌────────┐ ┌────────┐   │
│     │ Qdrant │ │ Pinecone│ │Chroma │   │
│     └────────┘ └────────┘ └────────┘   │
├────────────────────────────────────────┤
│  ┌──────────────────────────────────┐  │
│  │   Knowledge Base Manager         │  │
│  │  - Document ingestion            │  │
│  │  - Chunking & embedding          │  │
│  │  - Semantic search               │  │
│  └──────────────────────────────────┘  │
└────────────────────────────────────────┘

Use Cases​

// Search across your knowledge base
var results = await _knowledgeBaseService.SearchAsync(
    tenantId: currentTenant.Id,
    query: "How do I reset my password?",
    maxResults: 5
);

2. AI-Powered Chat​

// Create conversational AI experience
var response = await _chatService.SendMessageAsync(
    sessionId: session.Id,
    message: userMessage,
    context: knowledgeBaseResults
);

3. Document Processing​

// Ingest and process documents
await _documentProcessor.IngestAsync(
    file: uploadedFile,
    metadata: new DocumentMetadata
    {
        Type = "UserManual",
        Category = "Support"
    }
);

Planned Provider Packages​

ProviderTypeStatus
OpenAI GPT-4LLM🔴 Planned
DeepSeekLLM🔴 Planned
Local LLaMALLM🔴 Planned
QdrantVector Store🔴 Planned
PineconeVector Store🔴 Planned
ChromaDBVector Store🔴 Planned

Integration with Other Modules​

FinanceHub Integration​

  • Token usage metering
  • Billing based on AI consumption
  • Quota management per tenant

CommHub Integration​

  • AI-generated message templates
  • Smart template optimization
  • A/B testing with AI insights

HelpDesk Integration​

  • Auto-categorize tickets
  • Suggest responses to agents
  • Knowledge base search

Documentation Status​

📝 Comprehensive documentation is in development

Expected completion: 2026 Q2

What's Coming​

  • Architecture deep dive
  • Provider integration guide
  • Knowledge base setup guide
  • API reference
  • Best practices
  • Performance optimization
  • Security guidelines
  • Multi-tenant configuration

Stay Updated​

  • ⭐ Star the repository to get notifications
  • 📧 Subscribe to updates via GitHub Watch
  • 💬 Join discussions for early previews

Documentation Coming: Q2 2026
Module Status: Active Development

Have questions? Open a Discussion or Issue!