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