Cognitive Modules

Orchestrates primary text generation workflow, coordinating reasoning, memory, and language modules to produce responses.

Advanced logical and causal inference capabilities. Provides step-by-step problem solving with chain-of-thought reasoning.

Handles memory encoding, retrieval, and consolidation. Maintains persistent context across invocations.

Graph-based knowledge representation with clustering and relationship tracking. Enables complex semantic queries.

Processes linguistic structure with neural grammar analysis. Handles syntax and semantic parsing.

Generates vector representations for semantic search and similarity operations. Supports multiple embedding strategies.

Converts internal reasoning representations into natural language. Bridges cognitive processing with human communication.

Implements step-by-step reasoning for complex problem solving. Breaks down queries into manageable cognitive steps.

Adapts outputs for natural conversation. Ensures responses maintain human-like flow and coherence.

Generates responses aligned with configured personality traits. Maintains consistent character across interactions.

Processes and understands programming languages. Provides syntax analysis, semantic understanding, and code generation.

Maintains dialogue context and history. Tracks conversation flow and enables contextual responses.

Analyzes queries to select appropriate reasoning methods. Routes complex problems to specialized reasoning modules.

Adapts output style to match specified characteristics. Supports multiple writing styles and tones.

Processes image inputs with multi-modal understanding. Bridges visual perception with cognitive processing.