haive.core.graph.patterns
=========================

.. py:module:: haive.core.graph.patterns

.. autoapi-nested-parse::

   📐 Graph Patterns - Intelligent Workflow Templates Engine

   **THE BLUEPRINT LIBRARY FOR AI WORKFLOW MASTERY**

   Welcome to Graph Patterns - the revolutionary collection of battle-tested, intelligent
   workflow templates that transform complex AI orchestration challenges into simple,
   reusable patterns. This isn't just a template library; it's a sophisticated pattern
   recognition and generation system that learns from successful workflows and creates
   optimized blueprints for every AI use case.

   ⚡ REVOLUTIONARY PATTERN INTELLIGENCE
   ------------------------------------

   Graph Patterns represents a paradigm shift from manual workflow construction to
   **intelligent pattern-based composition** that automatically selects and adapts
   proven architectures:

   **🧠 Intelligent Pattern Recognition**: AI-powered analysis of workflow requirements
   **🔄 Self-Adapting Templates**: Patterns that evolve based on usage and performance
   **⚡ Performance Optimization**: Automatically optimized for speed, accuracy, and cost
   **📊 Success Metrics Integration**: Patterns proven through real-world deployments
   **🎯 Domain-Specific Intelligence**: Specialized patterns for every AI domain

   🌟 CORE PATTERN CATEGORIES
   --------------------------

   **Multi-Agent Orchestration Patterns**:
   - Sequential agent coordination
   - Parallel consensus decision making
   - Hierarchical team structures
   - Specialist coordination workflows

   **RAG (Retrieval-Augmented Generation) Patterns**:
   - Simple RAG with optimization
   - Hybrid RAG with multiple sources
   - Collective RAG with multiple agents
   - Adaptive RAG with learning capabilities

   **Planning & Reasoning Patterns**:
   - Hierarchical task planning
   - Reactive reasoning for dynamic environments
   - Strategic long-term planning
   - Continuous reflection patterns

   **Validation & Quality Assurance Patterns**:
   - Multi-layer validation systems
   - Consensus-based validation
   - Continuous quality assurance
   - Adaptive quality patterns

   For complete examples and advanced patterns, see the documentation.



Submodules
----------

.. toctree::
   :maxdepth: 1

   /autoapi/haive/core/graph/patterns/base/index
   /autoapi/haive/core/graph/patterns/integration/index