GhostFlower is an innovative AI platform developed by KNOCK LAB using generative AI and AI Agents to accelerate AI Transformation in companies.

• Purpose: GhostFlower aims to accelerate AI transformation for businesses by integrating machine learning, deep learning, and generative AI technologies and systems.
• Features: It offers solutions tailored to various business needs, such as knowledge management system (KMS) data preprocessing, contact center solutions, and AI-powered customer support based on Knowledge Augmented Generation (KAG).

• Modules: GhostFlower includes various modules to support the entire generative AI service lifecycle, from data collection to AI agent activities. These modules include Harvest, STAMP, VACE, VASK, VAST, and Path-Finder (AI Agent).
  • Harvest: Intelligent data collection solution for gathering documents from legacy systems.
  • STAMP: Knowledge transformation service to convert raw data into a format usable by generative AI.
  • VACE: Hierarchical chunking and embedding solution for efficient data processing.
  • VASK: Precision search solution that combines various search technologies.
  • VAST: Customized AI serving solution offering both small language model (sLLM) service serving and large language model (LLM) API serving.
  • Path-Finder: AI Agent module for automating business processes and performing goal-oriented tasks.

• Differentiation: GhostFlower emphasizes flexible modularization, real-time/near real-time processing, powerful search and embedding, enterprise environment optimization, and continuous advancement.