""" Context Management Engine Sophisticated context assembly and optimization for LLM requests. Provides intelligent context selection, token budget management, and model-specific formatting. Usage: from app.services.context import ( ContextSettings, get_context_settings, SystemContext, KnowledgeContext, ConversationContext, TaskContext, ToolContext, TokenBudget, BudgetAllocator, TokenCalculator, ) # Get settings settings = get_context_settings() # Create budget for a model allocator = BudgetAllocator(settings) budget = allocator.create_budget_for_model("claude-3-sonnet") # Create context instances system_ctx = SystemContext.create_persona( name="Code Assistant", description="You are a helpful code assistant.", capabilities=["Write code", "Debug issues"], ) """ # Budget Management # Adapters from .adapters import ( ClaudeAdapter, DefaultAdapter, ModelAdapter, OpenAIAdapter, get_adapter, ) # Assembly from .assembly import ( ContextPipeline, PipelineMetrics, ) from .budget import ( BudgetAllocator, TokenBudget, TokenCalculator, ) # Cache from .cache import ContextCache # Compression from .compression import ( ContextCompressor, TruncationResult, TruncationStrategy, ) # Configuration from .config import ( ContextSettings, get_context_settings, get_default_settings, reset_context_settings, ) # Engine from .engine import ContextEngine, create_context_engine # Exceptions from .exceptions import ( AssemblyTimeoutError, BudgetExceededError, CacheError, CompressionError, ContextError, ContextNotFoundError, FormattingError, InvalidContextError, ScoringError, TokenCountError, ) # Prioritization from .prioritization import ( ContextRanker, RankingResult, ) # Scoring from .scoring import ( BaseScorer, CompositeScorer, PriorityScorer, RecencyScorer, RelevanceScorer, ScoredContext, ) # Types from .types import ( AssembledContext, BaseContext, ContextPriority, ContextType, ConversationContext, KnowledgeContext, MessageRole, SystemContext, TaskComplexity, TaskContext, TaskStatus, ToolContext, ToolResultStatus, ) __all__ = [ "AssembledContext", "AssemblyTimeoutError", "BaseContext", "BaseScorer", "BudgetAllocator", "BudgetExceededError", "CacheError", "ClaudeAdapter", "CompositeScorer", "CompressionError", "ContextCache", "ContextCompressor", "ContextEngine", "ContextError", "ContextNotFoundError", "ContextPipeline", "ContextPriority", "ContextRanker", "ContextSettings", "ContextType", "ConversationContext", "DefaultAdapter", "FormattingError", "InvalidContextError", "KnowledgeContext", "MessageRole", "ModelAdapter", "OpenAIAdapter", "PipelineMetrics", "PriorityScorer", "RankingResult", "RecencyScorer", "RelevanceScorer", "ScoredContext", "ScoringError", "SystemContext", "TaskComplexity", "TaskContext", "TaskStatus", "TokenBudget", "TokenCalculator", "TokenCountError", "ToolContext", "ToolResultStatus", "TruncationResult", "TruncationStrategy", "create_context_engine", "get_adapter", "get_context_settings", "get_default_settings", "reset_context_settings", ]