LICENSE
MANIFEST.in
README.md
pyproject.toml
docs/index.md
docs/llama-cpp-python-thread-safety-from-Sonnet37.md
docs/api/aggregation.md
docs/api/collaboration.md
docs/api/configuration.md
docs/api/ensemble.md
docs/api/models.md
docs/api/utilities.md
docs/development/contributing.md
docs/development/testing.md
docs/examples/aggregation.md
docs/examples/basic.md
docs/examples/collaboration.md
docs/examples/production.md
examples/advanced_prompting_example.py
examples/bagging_example.py
examples/basic_usage_example.py
examples/chain_of_thought_example.py
examples/custom_config_example.py
examples/debate_example.py
examples/ensemble_fusion_example.py
examples/role_based_workflow_example.py
examples/stackedgeneralization_example.py
examples/uncertaintybased_example.py
src/ai_ensemble_suite/__init__.py
src/ai_ensemble_suite/ensemble.py
src/ai_ensemble_suite.egg-info/PKG-INFO
src/ai_ensemble_suite.egg-info/SOURCES.txt
src/ai_ensemble_suite.egg-info/dependency_links.txt
src/ai_ensemble_suite.egg-info/requires.txt
src/ai_ensemble_suite.egg-info/top_level.txt
src/ai_ensemble_suite/aggregation/__init__.py
src/ai_ensemble_suite/aggregation/adaptive_selection.py
src/ai_ensemble_suite/aggregation/base.py
src/ai_ensemble_suite/aggregation/confidence_based.py
src/ai_ensemble_suite/aggregation/ensemble_fusion.py
src/ai_ensemble_suite/aggregation/multidimensional_voting.py
src/ai_ensemble_suite/aggregation/sequential_refinement.py
src/ai_ensemble_suite/aggregation/weighted_voting.py
src/ai_ensemble_suite/collaboration/__init__.py
src/ai_ensemble_suite/collaboration/adversarial_improvement.py
src/ai_ensemble_suite/collaboration/async_thinking.py
src/ai_ensemble_suite/collaboration/bagging.py
src/ai_ensemble_suite/collaboration/base.py
src/ai_ensemble_suite/collaboration/chain_of_thought.py
src/ai_ensemble_suite/collaboration/competitive_evaluation.py
src/ai_ensemble_suite/collaboration/expert_committee.py
src/ai_ensemble_suite/collaboration/hierarchical_review.py
src/ai_ensemble_suite/collaboration/integration.py
src/ai_ensemble_suite/collaboration/perspective_rotation.py
src/ai_ensemble_suite/collaboration/role_based_workflow.py
src/ai_ensemble_suite/collaboration/stackedgeneralization.py
src/ai_ensemble_suite/collaboration/uncertaintybased.py
src/ai_ensemble_suite/collaboration/structured_debate/__init__.py
src/ai_ensemble_suite/collaboration/structured_debate/base_debate.py
src/ai_ensemble_suite/collaboration/structured_debate/critique.py
src/ai_ensemble_suite/collaboration/structured_debate/role_based.py
src/ai_ensemble_suite/collaboration/structured_debate/synthesis.py
src/ai_ensemble_suite/config/__init__.py
src/ai_ensemble_suite/config/config_manager.py
src/ai_ensemble_suite/config/defaults.py
src/ai_ensemble_suite/config/schema.py
src/ai_ensemble_suite/config/template_manager.py
src/ai_ensemble_suite/config/templates.py
src/ai_ensemble_suite/exceptions/__init__.py
src/ai_ensemble_suite/exceptions/exceptions.py
src/ai_ensemble_suite/models/__init__.py
src/ai_ensemble_suite/models/confidence.py
src/ai_ensemble_suite/models/gguf_model.py
src/ai_ensemble_suite/models/model_manager.py
src/ai_ensemble_suite/utils/__init__.py
src/ai_ensemble_suite/utils/async_utils.py
src/ai_ensemble_suite/utils/logging.py
src/ai_ensemble_suite/utils/prompt_utils.py
src/ai_ensemble_suite/utils/template_engine.py
src/ai_ensemble_suite/utils/tracing.py
tests/test_basic.py