LICENSE
README.md
pyproject.toml
ia_modules/__init__.py
ia_modules.egg-info/PKG-INFO
ia_modules.egg-info/SOURCES.txt
ia_modules.egg-info/dependency_links.txt
ia_modules.egg-info/entry_points.txt
ia_modules.egg-info/requires.txt
ia_modules.egg-info/top_level.txt
ia_modules/agents/__init__.py
ia_modules/agents/base_agent.py
ia_modules/agents/communication.py
ia_modules/agents/core.py
ia_modules/agents/orchestrator.py
ia_modules/agents/roles.py
ia_modules/agents/specialist_agents.py
ia_modules/agents/state.py
ia_modules/agents/task_decomposition.py
ia_modules/agents/collaboration_patterns/__init__.py
ia_modules/agents/collaboration_patterns/consensus.py
ia_modules/agents/collaboration_patterns/debate.py
ia_modules/agents/collaboration_patterns/hierarchical.py
ia_modules/agents/collaboration_patterns/peer_to_peer.py
ia_modules/agents/examples/__init__.py
ia_modules/agents/examples/consensus_product_decision.py
ia_modules/agents/examples/debate_code_review.py
ia_modules/agents/examples/hierarchical_research_team.py
ia_modules/agents/examples/peer_knowledge_sharing.py
ia_modules/benchmarking/__init__.py
ia_modules/benchmarking/ci_integration.py
ia_modules/benchmarking/comparison.py
ia_modules/benchmarking/framework.py
ia_modules/benchmarking/models.py
ia_modules/benchmarking/profilers.py
ia_modules/benchmarking/reporters.py
ia_modules/benchmarking/telemetry_bridge.py
ia_modules/checkpoint/__init__.py
ia_modules/checkpoint/core.py
ia_modules/checkpoint/memory.py
ia_modules/checkpoint/redis.py
ia_modules/checkpoint/sql.py
ia_modules/cli/__init__.py
ia_modules/cli/main.py
ia_modules/cli/validate.py
ia_modules/cli/visualize.py
ia_modules/database/__init__.py
ia_modules/database/factory.py
ia_modules/database/interfaces.py
ia_modules/database/adapters/__init__.py
ia_modules/database/adapters/nexusql_adapter.py
ia_modules/database/adapters/sqlalchemy_adapter.py
ia_modules/database/migrations/V001__complete_schema.sql
ia_modules/database/migrations/V002__hitl_schema.sql
ia_modules/guardrails/__init__.py
ia_modules/guardrails/base.py
ia_modules/guardrails/config_loader.py
ia_modules/guardrails/engine.py
ia_modules/guardrails/models.py
ia_modules/guardrails/pipeline_steps.py
ia_modules/guardrails/dialog_rails/__init__.py
ia_modules/guardrails/dialog_rails/basic_dialog.py
ia_modules/guardrails/execution_rails/__init__.py
ia_modules/guardrails/execution_rails/basic_execution.py
ia_modules/guardrails/input_rails/__init__.py
ia_modules/guardrails/input_rails/jailbreak_detection.py
ia_modules/guardrails/input_rails/pii_detection.py
ia_modules/guardrails/input_rails/toxicity_detection.py
ia_modules/guardrails/output_rails/__init__.py
ia_modules/guardrails/output_rails/basic_filters.py
ia_modules/guardrails/retrieval_rails/__init__.py
ia_modules/guardrails/retrieval_rails/basic_retrieval.py
ia_modules/memory/__init__.py
ia_modules/memory/compression.py
ia_modules/memory/core.py
ia_modules/memory/episodic_memory.py
ia_modules/memory/memory_backend.py
ia_modules/memory/memory_manager.py
ia_modules/memory/redis.py
ia_modules/memory/semantic_memory.py
ia_modules/memory/sql.py
ia_modules/memory/working_memory.py
ia_modules/memory/storage_backends/__init__.py
ia_modules/memory/storage_backends/in_memory_backend.py
ia_modules/memory/storage_backends/sqlite_backend.py
ia_modules/memory/storage_backends/vector_backend.py
ia_modules/multimodal/__init__.py
ia_modules/multimodal/audio_processor.py
ia_modules/multimodal/fusion.py
ia_modules/multimodal/image_processor.py
ia_modules/multimodal/processor.py
ia_modules/multimodal/video_processor.py
ia_modules/patterns/__init__.py
ia_modules/patterns/chain_of_thought.py
ia_modules/patterns/constitutional_ai.py
ia_modules/patterns/react_agent.py
ia_modules/patterns/self_consistency.py
ia_modules/patterns/tree_of_thoughts.py
ia_modules/patterns/constitutions/__init__.py
ia_modules/patterns/constitutions/harmless_constitution.py
ia_modules/patterns/constitutions/helpful_constitution.py
ia_modules/patterns/constitutions/honest_constitution.py
ia_modules/pipeline/__init__.py
ia_modules/pipeline/condition_functions.py
ia_modules/pipeline/core.py
ia_modules/pipeline/db_step_loader.py
ia_modules/pipeline/errors.py
ia_modules/pipeline/execution_tracker.py
ia_modules/pipeline/graph_pipeline_runner.py
ia_modules/pipeline/hitl.py
ia_modules/pipeline/hitl_manager.py
ia_modules/pipeline/importer.py
ia_modules/pipeline/in_memory_tracker.py
ia_modules/pipeline/iterative_refinement.py
ia_modules/pipeline/llm_provider_service.py
ia_modules/pipeline/loop_detector.py
ia_modules/pipeline/loop_executor.py
ia_modules/pipeline/pipeline_models.py
ia_modules/pipeline/retry.py
ia_modules/pipeline/routing.py
ia_modules/pipeline/runner.py
ia_modules/pipeline/services.py
ia_modules/pipeline/test_utils.py
ia_modules/plugins/__init__.py
ia_modules/plugins/base.py
ia_modules/plugins/decorators.py
ia_modules/plugins/loader.py
ia_modules/plugins/registry.py
ia_modules/plugins/builtin/__init__.py
ia_modules/plugins/builtin/api_plugin.py
ia_modules/plugins/builtin/database_plugin.py
ia_modules/plugins/builtin/time_plugin.py
ia_modules/plugins/builtin/validation_plugin.py
ia_modules/plugins/builtin/weather_plugin.py
ia_modules/prompt_optimization/__init__.py
ia_modules/prompt_optimization/ab_testing.py
ia_modules/prompt_optimization/evaluators.py
ia_modules/prompt_optimization/genetic.py
ia_modules/prompt_optimization/optimizer.py
ia_modules/prompt_optimization/reinforcement.py
ia_modules/prompt_optimization/templates.py
ia_modules/rag/__init__.py
ia_modules/rag/core.py
ia_modules/reliability/__init__.py
ia_modules/reliability/alert_system.py
ia_modules/reliability/anomaly_detection.py
ia_modules/reliability/circuit_breaker.py
ia_modules/reliability/cost_tracker.py
ia_modules/reliability/decision_trail.py
ia_modules/reliability/evidence_collector.py
ia_modules/reliability/metrics.py
ia_modules/reliability/mode_enforcer.py
ia_modules/reliability/redis_metric_storage.py
ia_modules/reliability/replay.py
ia_modules/reliability/slo_tracker.py
ia_modules/reliability/sql_metric_storage.py
ia_modules/reliability/trend_analysis.py
ia_modules/scheduler/__init__.py
ia_modules/scheduler/core.py
ia_modules/telemetry/__init__.py
ia_modules/telemetry/exporters.py
ia_modules/telemetry/integration.py
ia_modules/telemetry/metrics.py
ia_modules/telemetry/opentelemetry_exporter.py
ia_modules/telemetry/tracing.py
ia_modules/telemetry/dashboards/alert_rules.yml
ia_modules/telemetry/dashboards/grafana_pipeline_dashboard.json
ia_modules/tools/__init__.py
ia_modules/tools/advanced_executor.py
ia_modules/tools/core.py
ia_modules/tools/error_handling.py
ia_modules/tools/parallel_executor.py
ia_modules/tools/tool_chain.py
ia_modules/tools/tool_planner.py
ia_modules/tools/tool_registry.py
ia_modules/tools/builtin_tools/__init__.py
ia_modules/tools/builtin_tools/api_caller.py
ia_modules/tools/builtin_tools/calculator.py
ia_modules/tools/builtin_tools/code_executor.py
ia_modules/tools/builtin_tools/file_ops.py
ia_modules/tools/builtin_tools/web_scraper.py
ia_modules/tools/builtin_tools/web_search.py
ia_modules/utils/__init__.py
ia_modules/utils/llm_adapters.py
ia_modules/validation/__init__.py
ia_modules/validation/core.py
tests/test_hitl_end_to_end.py
tests/test_pipeline_step_import.py