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README.md

Cognotik

Cognotik is a comprehensive AI-powered development framework that combines intelligent planning, code generation, and interactive web interfaces to streamline software development workflows.

Overview

Cognotik provides a suite of tools and utilities for AI-assisted software development, including:

  • AI-powered Task Planning: Break down complex tasks into manageable subtasks with proper dependency management
  • Interactive Web UI: Real-time communication and rich interactive components for AI-assisted development
  • Code Generation and Modification: Intelligent code creation and modification with contextual understanding
  • Diff Management: Sophisticated tools for generating, displaying, and applying code changes
  • Knowledge Management: Index and search project knowledge for contextual assistance

Core Modules

Cognotik Utility Package

The com.simiacryptus.cognotik.util package provides essential utilities that support various functionalities:

  • TabbedDisplay: Create and manage tabbed interfaces in the UI
  • Retryable: Provide retry functionality for operations that might fail
  • Discussable: Implement interactive discussion interfaces for content feedback
  • MarkdownUtil: Render Markdown content to HTML with advanced features
  • HtmlSimplifier: Clean and simplify HTML content
  • Selenium2S3: Save web content to S3 storage
  • TensorflowProjector: Generate visualizations of embeddings
  • OpenAPI: Structured representation of OpenAPI specifications
  • EncryptFiles: Utilities for encrypting files

Cognotik Plan Package

The com.simiacryptus.cognotik.plan package provides a framework for AI-assisted task planning and execution:

  • Task Types: Specialized tasks for file modifications, code generation, web searches, and more
  • Cognitive Modes: Different planning strategies (AutoPlanMode, PlanAheadMode, etc.)
  • PlanCoordinator: Orchestrates task execution with dependency management
  • Plan Visualization: Generate visual representations of task dependencies

Cognotik Web UI Module

The com.simiacryptus.cognotik.webui module offers a framework for building interactive web applications:

  • Chat System: Real-time communication between clients and server
  • Session Management: Handle user sessions, state persistence, and task management
  • Application Framework: Structure for building web applications
  • Servlets: Various servlets for handling HTTP requests
  • Interactive UI Components: Links, text inputs, tasks, and file handling

Diff Utilities Package

The com.simiacryptus.diff package provides tools for working with differences between text files:

  • DiffUtil: Generate and format differences between text files
  • ApxPatchUtil: Apply patches with approximate matching
  • DiffMatchPatch: Character-level diff operations
  • Interactive UI Components: Apply diffs through user interfaces
  • Validation and Preview: Ensure applied diffs result in valid code