LICENSE
README.md
pyproject.toml
democrai/__init__.py
democrai/config.distributed.example.yaml
democrai/config.example.yaml
democrai.egg-info/PKG-INFO
democrai.egg-info/SOURCES.txt
democrai.egg-info/dependency_links.txt
democrai.egg-info/entry_points.txt
democrai.egg-info/requires.txt
democrai.egg-info/top_level.txt
democrai/core/LICENSE
democrai/core/application/__init__.py
democrai/core/application/home.py
democrai/core/application/notifications.py
democrai/core/application/session_keys.py
democrai/core/application/access_policy/__init__.py
democrai/core/application/access_policy/keys.py
democrai/core/application/access_policy/manifest.py
democrai/core/application/access_policy/models.py
democrai/core/application/access_policy/operations.py
democrai/core/application/access_policy/service.py
democrai/core/application/access_policy/targets.py
democrai/core/application/ai/__init__.py
democrai/core/application/ai/constants.py
democrai/core/application/ai/orchestrator.py
democrai/core/application/ai/pipeline_context.py
democrai/core/application/ai/chat_templates/__init__.py
democrai/core/application/ai/chat_templates/registry.py
democrai/core/application/ai/chat_templates/templates/gemma4_thinking.jinja
democrai/core/application/ai/chat_templates/templates/qwen35_vl_thinking.jinja
democrai/core/application/ai/engine/__init__.py
democrai/core/application/ai/engine/access_constants.py
democrai/core/application/ai/engine/activation.py
democrai/core/application/ai/engine/config_access.py
democrai/core/application/ai/engine/config_crypto.py
democrai/core/application/ai/engine/install_events.py
democrai/core/application/ai/engine/install_runtime_process.py
democrai/core/application/ai/engine/install_worker_process.py
democrai/core/application/ai/engine/install_worker_runtime.py
democrai/core/application/ai/engine/manifests.py
democrai/core/application/ai/engine/model_resources.py
democrai/core/application/ai/engine/provider_manager.py
democrai/core/application/ai/engine/registry_config.py
democrai/core/application/ai/engine/requirements.py
democrai/core/application/ai/engine/worker.py
democrai/core/application/ai/engine/base/__init__.py
democrai/core/application/ai/engine/base/audio.py
democrai/core/application/ai/engine/base/cv.py
democrai/core/application/ai/engine/base/engine.py
democrai/core/application/ai/engine/base/kg.py
democrai/core/application/ai/engine/base/llm.py
democrai/core/application/ai/engine/orchestrator/__init__.py
democrai/core/application/ai/engine/orchestrator/batching.py
democrai/core/application/ai/engine/orchestrator/client.py
democrai/core/application/ai/engine/orchestrator/config.py
democrai/core/application/ai/engine/orchestrator/executor.py
democrai/core/application/ai/engine/orchestrator/jobs.py
democrai/core/application/ai/engine/orchestrator/process.py
democrai/core/application/ai/engine/orchestrator/registry_reconcile.py
democrai/core/application/ai/engine/orchestrator/remote_provider.py
democrai/core/application/ai/engine/orchestrator/resolver.py
democrai/core/application/ai/engine/orchestrator/runtime.py
democrai/core/application/ai/engine/orchestrator/scheduler.py
democrai/core/application/ai/engine/orchestrator/server.py
democrai/core/application/ai/engine/orchestrator/proto/__init__.py
democrai/core/application/ai/engine/orchestrator/proto/engine_orchestrator.proto
democrai/core/application/ai/engine/orchestrator/proto/engine_orchestrator_pb2.py
democrai/core/application/ai/engine/orchestrator/proto/engine_orchestrator_pb2_grpc.py
democrai/core/application/ai/engine/pipeline/__init__.py
democrai/core/application/ai/engine/pipeline/execution.py
democrai/core/application/ai/engine/pipeline/messages.py
democrai/core/application/ai/engine/pipeline/options.py
democrai/core/application/ai/engine/pipeline/tool_aliases.py
democrai/core/application/ai/engine/pipeline/tool_calls.py
democrai/core/application/ai/engine/pipeline/usage.py
democrai/core/application/ai/engine/runtime/__init__.py
democrai/core/application/ai/engine/runtime/access.py
democrai/core/application/ai/engine/runtime/environment.py
democrai/core/application/ai/engine/runtime/events.py
democrai/core/application/ai/engine/runtime/handles.py
democrai/core/application/ai/engine/runtime/invocation.py
democrai/core/application/ai/engine/runtime/manager.py
democrai/core/application/ai/engine/runtime/methods.py
democrai/core/application/ai/engine/runtime/provider.py
democrai/core/application/ai/engine/runtime/requests.py
democrai/core/application/ai/engine/runtime/serialization.py
democrai/core/application/ai/engine/runtime/state.py
democrai/core/application/ai/engine/runtime/toolchain.py
democrai/core/application/ai/engine/runtime/worker.py
democrai/core/application/ai/engine/schemas/audio.py
democrai/core/application/ai/engine/schemas/completion.py
democrai/core/application/ai/engine/schemas/kg.py
democrai/core/application/ai/engine/schemas/runtime.py
democrai/core/application/ai/models/__init__.py
democrai/core/application/ai/models/catalog.py
democrai/core/application/ai/models/catalog_download.py
democrai/core/application/ai/models/hardware_compatibility.py
democrai/core/application/ai/models/instance_models.py
democrai/core/application/ai/models/selection_policy.py
democrai/core/application/ai/models/storage.py
democrai/core/application/ai/output_parsers/__init__.py
democrai/core/application/ai/output_parsers/base.py
democrai/core/application/ai/output_parsers/gemma4.py
democrai/core/application/ai/output_parsers/generic.py
democrai/core/application/ai/output_parsers/gpt_oss.py
democrai/core/application/ai/output_parsers/hermes.py
democrai/core/application/ai/output_parsers/llama31.py
democrai/core/application/ai/output_parsers/qwen3.py
democrai/core/application/ai/output_parsers/registry.py
democrai/core/application/ai/output_parsers/types.py
democrai/core/application/ai/output_parsers/vllm_gemma.py
democrai/core/application/ai/output_parsers/vllm_qwen.py
democrai/core/application/ai/security/__init__.py
democrai/core/application/ai/security/types.py
democrai/core/application/ai/security/context/__init__.py
democrai/core/application/ai/security/context/budget.py
democrai/core/application/ai/security/knowledge/__init__.py
democrai/core/application/ai/security/prompt/__init__.py
democrai/core/application/ai/security/prompt/builder.py
democrai/core/application/ai/security/prompt/messages.py
democrai/core/application/auth/action.py
democrai/core/application/auth/internal_grpc.py
democrai/core/application/auth/jwt.py
democrai/core/application/auth/module_access.py
democrai/core/application/auth/roles.py
democrai/core/application/auth/service.py
democrai/core/application/environment/__init__.py
democrai/core/application/environment/crypto.py
democrai/core/application/environment/definitions.py
democrai/core/application/environment/events.py
democrai/core/application/environment/service.py
democrai/core/application/handler/action_resolution.py
democrai/core/application/handler/action_validation.py
democrai/core/application/handler/dispatcher.py
democrai/core/application/handler/request.py
democrai/core/application/handler/actions/__init__.py
democrai/core/application/handler/actions/base_handlers.py
democrai/core/application/handler/services/__init__.py
democrai/core/application/handler/services/media.py
democrai/core/application/handler/services/runtime/__init__.py
democrai/core/application/handler/services/runtime/access.py
democrai/core/application/handler/services/runtime/cache.py
democrai/core/application/handler/services/runtime/media_authorization.py
democrai/core/application/handler/services/runtime/media_proxy.py
democrai/core/application/handler/services/runtime/media_remote.py
democrai/core/application/handler/services/runtime/media_requests.py
democrai/core/application/handler/services/runtime/media_serving.py
democrai/core/application/handler/services/runtime/media_targets.py
democrai/core/application/handler/services/runtime/uploads.py
democrai/core/application/knowledge/__init__.py
democrai/core/application/knowledge/ai_capture.py
democrai/core/application/knowledge/classification.py
democrai/core/application/knowledge/configuration.py
democrai/core/application/knowledge/embedding.py
democrai/core/application/knowledge/extraction_access.py
democrai/core/application/knowledge/ingestion.py
democrai/core/application/knowledge/ingestion_queue_processor.py
democrai/core/application/knowledge/models.py
democrai/core/application/knowledge/records.py
democrai/core/application/knowledge/repository.py
democrai/core/application/knowledge/reranking.py
democrai/core/application/knowledge/runtime.py
democrai/core/application/knowledge/runtime_reload.py
democrai/core/application/knowledge/service.py
democrai/core/application/knowledge/task_progress.py
democrai/core/application/knowledge/triples.py
democrai/core/application/knowledge/visibility.py
democrai/core/application/knowledge/extractor/__init__.py
democrai/core/application/knowledge/extractor/access_constants.py
democrai/core/application/knowledge/extractor/base.py
democrai/core/application/knowledge/extractor/bindings.py
democrai/core/application/knowledge/extractor/install_events.py
democrai/core/application/knowledge/extractor/install_runtime_process.py
democrai/core/application/knowledge/extractor/manifests.py
democrai/core/application/knowledge/extractor/queue_processor.py
democrai/core/application/knowledge/extractor/queue_worker_process.py
democrai/core/application/knowledge/extractor/queue_worker_runtime.py
democrai/core/application/knowledge/extractor/resolver.py
democrai/core/application/knowledge/extractor/runtime.py
democrai/core/application/knowledge/extractor/worker.py
democrai/core/application/knowledge/extractor/worker_subject.py
democrai/core/application/knowledge/query/__init__.py
democrai/core/application/knowledge/query/client.py
democrai/core/application/knowledge/query/config.py
democrai/core/application/knowledge/query/process.py
democrai/core/application/knowledge/query/runtime.py
democrai/core/application/knowledge/query/server.py
democrai/core/application/knowledge/query/proto/__init__.py
democrai/core/application/knowledge/query/proto/knowledge_query.proto
democrai/core/application/knowledge/query/proto/knowledge_query_pb2.py
democrai/core/application/knowledge/query/proto/knowledge_query_pb2_grpc.py
democrai/core/application/knowledge/repository_helper/__init__.py
democrai/core/application/knowledge/repository_helper/extraction_queue.py
democrai/core/application/knowledge/repository_helper/extraction_results.py
democrai/core/application/knowledge/repository_helper/ingestion_queue.py
democrai/core/application/knowledge/repository_helper/media_context.py
democrai/core/application/knowledge/repository_helper/metadata_delete.py
democrai/core/application/knowledge/repository_helper/metadata_filters.py
democrai/core/application/knowledge/repository_helper/mutation.py
democrai/core/application/knowledge/repository_helper/outbox.py
democrai/core/application/knowledge/repository_helper/read.py
democrai/core/application/knowledge/service_helper/__init__.py
democrai/core/application/knowledge/service_helper/graph.py
democrai/core/application/knowledge/service_helper/hierarchy.py
democrai/core/application/knowledge/service_helper/ingestion.py
democrai/core/application/knowledge/service_helper/metadata.py
democrai/core/application/knowledge/service_helper/projection_classification.py
democrai/core/application/knowledge/service_helper/projection_graph.py
democrai/core/application/knowledge/service_helper/projection_vector.py
democrai/core/application/knowledge/service_helper/retrieval.py
democrai/core/application/knowledge/triples_helper/__init__.py
democrai/core/application/knowledge/triples_helper/_base.py
democrai/core/application/knowledge/triples_helper/_heuristic.py
democrai/core/application/knowledge/triples_helper/_llm.py
democrai/core/application/knowledge/triples_helper/_wrappers.py
democrai/core/application/knowledge/triples_helper/extractors.py
democrai/core/application/locales/de.json
democrai/core/application/locales/en.json
democrai/core/application/locales/es.json
democrai/core/application/locales/fr.json
democrai/core/application/locales/it.json
democrai/core/application/models/__init__.py
democrai/core/application/models/base.py
democrai/core/application/models/context.py
democrai/core/application/models/registry.py
democrai/core/application/models/entities/__init__.py
democrai/core/application/models/entities/_observability.py
democrai/core/application/models/entities/agent_model_configs.py
democrai/core/application/models/entities/ai_model_pipeline_steps.py
democrai/core/application/models/entities/ai_model_usage.py
democrai/core/application/models/entities/audit_events.py
democrai/core/application/models/entities/available_model_registry.py
democrai/core/application/models/entities/background_tasks.py
democrai/core/application/models/entities/engine_node_install_registry.py
democrai/core/application/models/entities/engine_registry.py
democrai/core/application/models/entities/environment_variable_registry.py
democrai/core/application/models/entities/extractor_mime_type_binding.py
democrai/core/application/models/entities/extractor_node_install_registry.py
democrai/core/application/models/entities/extractor_registry.py
democrai/core/application/models/entities/mcp_server_registry.py
democrai/core/application/models/entities/model_capability_priority.py
democrai/core/application/models/entities/model_registry.py
democrai/core/application/models/entities/module_locks.py
democrai/core/application/models/entities/objective_mappings.py
democrai/core/application/models/entities/organization_agents.py
democrai/core/application/models/entities/organization_mcp.py
democrai/core/application/models/entities/organization_tools.py
democrai/core/application/models/entities/organizations.py
democrai/core/application/models/entities/roles.py
democrai/core/application/models/entities/users.py
democrai/core/application/observability/__init__.py
democrai/core/application/observability/maintenance.py
democrai/core/application/observability/service.py
democrai/core/application/observability/sqlalchemy_audit.py
democrai/core/application/observability/trace_archive.py
democrai/core/application/request_cycle/__init__.py
democrai/core/application/request_cycle/effects.py
democrai/core/application/request_cycle/engine.py
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democrai/core/application/routing/__init__.py
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democrai/core/application/runtime_prompt/__init__.py
democrai/core/application/runtime_prompt/actions.py
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democrai/core/application/services/__init__.py
democrai/core/application/services/external_access.py
democrai/core/application/services/external_access_resume.py
democrai/core/application/services/media_uploads.py
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democrai/core/application/setup/finalization.py
democrai/core/application/tasks/__init__.py
democrai/core/application/tasks/models.py
democrai/core/application/tasks/notification_queue.py
democrai/core/application/tasks/redis_task_bridge.py
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democrai/core/infrastructure/__init__.py
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democrai/core/infrastructure/database/media_uploads.py
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democrai/core/infrastructure/database/preferences.py
democrai/core/infrastructure/database/session_store.py
democrai/core/infrastructure/database/sqlite_tuning.py
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democrai/core/infrastructure/database/migrations/versions/c2f4b6a8d1e3_add_subject_chain_to_external_access_requests.py
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democrai/core/infrastructure/database/migrations/versions/c5d6e7f8a9b0_add_knowledge_chat_upload_contexts.py
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