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MantisGPT ​

Overview ​

MantisGPT is the core conversational AI system within the Mantis platform, providing intelligent, context-aware interactions through advanced language models and natural language processing. It serves as the primary interface for users to interact with the platform's capabilities through natural conversation.

Purpose ​

MantisGPT combines the power of large language models with the specialized capabilities of the Mantis platform to create an intelligent assistant that can understand complex queries, perform data analysis, generate visualizations, and provide insights through natural language interactions.

Key Features ​

Natural Language Understanding ​

  • Complex query parsing and intent recognition
  • Context-aware conversation management
  • Multi-turn dialogue handling and continuity
  • Ambiguity resolution and clarification
  • Domain-specific language understanding

Intelligent Response Generation ​

  • Contextual responses based on platform state
  • Data-driven insights and analysis
  • Visualization descriptions and explanations
  • Step-by-step guidance for complex tasks
  • Personalized interaction styles

Platform Integration ​

  • Orchestrator command generation and execution
  • Data analysis and visualization capabilities
  • Web search integration for real-time information
  • Document processing and summarization
  • Interface navigation and control

Advanced Capabilities ​

  • Code generation and execution
  • Mathematical computation and analysis
  • Statistical reasoning and interpretation
  • Creative problem-solving and brainstorming
  • Learning from user interactions and feedback

Conversation Modes ​

Mode Selection

Choose the conversation mode that best matches your current task and goals.

Analysis Mode ​

Optimized for data analysis and insights with enhanced analytical capabilities.

Research Mode ​

Specialized for information gathering and research with web search integration.

Assistant Mode ​

General-purpose conversational AI for everyday tasks and questions.

Creative Mode ​

Enhanced for brainstorming and creative problem-solving with imaginative responses.

Example Interactions ​

"Can you help me analyze the sales data from last quarter?"
"What are the key trends in our customer feedback?"
"Create a visualization showing revenue growth over time"
"Explain the statistical significance of these results"
"Help me brainstorm solutions for the inventory problem"