DialBB ver. 2.0 Document

Contents:

• 1. Introduction
• 2. DialBB Overview
• 3. Tutorial
  • 3.1. Introduction
  • 3.2. Parrot Sample Application
  • 3.3. LLM Dialogue Application
  • 3.4. DST-STN Application
  • 3.5. RAG Application
• 4. Framework Specifications
  • 4.1. Input and Output
  • 4.2. WebAPI
  • 4.3. Configuration
  • 4.4. Retaining Dialogue History
  • 4.5. How to Make Your Own Blocks
  • 4.6. Debug Mode
  • 4.7. Loading Environment Variables
  • 4.8. Test
• 5. Built-in Block Classes
  • 5.1. LLM Dialogue (LLM-based Dialogue Block)
  • 5.2. Passage Retrieval (Passage Retrieval Block for RAG)
  • 5.3. DST with LLM (DST Block using an LLM)
  • 5.4. STN Manager (State Transition Network-based Dialogue Management Block)
• 6. Deprecated Built-in Block Classes
  • 6.1. Simple Canonicalizer (Simple String Canonicalizer Block)
  • 6.2. LR-CRF Understander (Language Understanding Block using Logistic Regression and Conditional Random Fields)
  • 6.3. ChatGPT Understander (Language Understanding Block using ChatGPT)
  • 6.4. ChatGPT Dialogue (ChatGPT-based Dialogue Block)
  • 6.5. ChatGPT NER (Named Entity Recognition Block Using ChatGPT)
  • 6.6. spaCy-Based NER (Named Entity Recognizer Block using spaCy)
• 7. Appendix
  • 7.1. Frontend
  • 7.2. How to Modify DialBB Source Code
  • 7.3. Discontinued Features