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Welcome to the Akcio wiki!

About Akcio

With Akcio, you are able to build a knowledge-enhanced ChatBot using LLM service like ChatGPT. The system is built on top of LangChain Agent using vector database for semantic search and memory storage for context support. You can find more about the workflow and related sources through documents:

• Architecture
• Modules
• Demo
• Resources

General Use

For ease of use, Akcio builds system with default modules and starts service using FastAPI. You can follow tutorials below to have a quick start:

• Get Started
  • Prerequisites
  • Deployment
  • Configuration
• User Guide
  • Online Operations
  • Offline Tools
  • Chat Features

Customization

Akcio has its modules independent, which enables the flexibility of module customization. With documents below, you are able to build your own chatbot with modules customized before starting service.

• Agent: ChatAgent
• LLM: ChatLLM
• Embedding: TextEncoder
• Store: VectorStore
• Store: ScalarStore
• Store: MemoryStore
• DataLoader: DataParser
• DataLoader: QuestionGenerator