LICENSE
README.md
pyproject.toml
abstractcore/__init__.py
abstractcore/download.py
abstractcore/py.typed
abstractcore.egg-info/PKG-INFO
abstractcore.egg-info/SOURCES.txt
abstractcore.egg-info/dependency_links.txt
abstractcore.egg-info/entry_points.txt
abstractcore.egg-info/requires.txt
abstractcore.egg-info/top_level.txt
abstractcore/apps/__init__.py
abstractcore/apps/__main__.py
abstractcore/apps/app_config_utils.py
abstractcore/apps/deepsearch.py
abstractcore/apps/extractor.py
abstractcore/apps/intent.py
abstractcore/apps/judge.py
abstractcore/apps/summarizer.py
abstractcore/architectures/__init__.py
abstractcore/architectures/detection.py
abstractcore/architectures/enums.py
abstractcore/architectures/response_postprocessing.py
abstractcore/architectures/thinking_controls.py
abstractcore/assets/OCRA.ttf
abstractcore/assets/OCRB.ttf
abstractcore/assets/OCRBL.ttf
abstractcore/assets/README.md
abstractcore/assets/architecture_formats.json
abstractcore/assets/bloc-schema.jsonld
abstractcore/assets/model_capabilities.json
abstractcore/assets/model_capabilities.schema.json
abstractcore/assets/model_downloads_catalog.json
abstractcore/assets/model_downloads_catalog.schema.json
abstractcore/assets/semantic_models.md
abstractcore/assets/session_schema.json
abstractcore/capabilities/__init__.py
abstractcore/capabilities/errors.py
abstractcore/capabilities/host.py
abstractcore/capabilities/music_selectors.py
abstractcore/capabilities/registry.py
abstractcore/capabilities/scene3d_selectors.py
abstractcore/capabilities/types.py
abstractcore/capabilities/vision_catalog.py
abstractcore/compression/__init__.py
abstractcore/compression/analytics.py
abstractcore/compression/cache.py
abstractcore/compression/config.py
abstractcore/compression/exceptions.py
abstractcore/compression/glyph_processor.py
abstractcore/compression/optimizer.py
abstractcore/compression/orchestrator.py
abstractcore/compression/pil_text_renderer.py
abstractcore/compression/quality.py
abstractcore/compression/text_formatter.py
abstractcore/compression/vision_compressor.py
abstractcore/config/__init__.py
abstractcore/config/capability_defaults.py
abstractcore/config/engines.py
abstractcore/config/host_jobs.py
abstractcore/config/main.py
abstractcore/config/manager.py
abstractcore/config/model_catalog.py
abstractcore/config/model_materializer.py
abstractcore/config/model_verify.py
abstractcore/config/models_engines_cli.py
abstractcore/config/provider_profiles.py
abstractcore/config/vision_config.py
abstractcore/console/__init__.py
abstractcore/console/theme_sync.py
abstractcore/console/themes.py
abstractcore/console/web.py
abstractcore/core/__init__.py
abstractcore/core/bloc_kv.py
abstractcore/core/bloc_metadata.py
abstractcore/core/cached_session.py
abstractcore/core/degeneration.py
abstractcore/core/endpoint_damping.py
abstractcore/core/enums.py
abstractcore/core/factory.py
abstractcore/core/file_blocs.py
abstractcore/core/file_boxes.py
abstractcore/core/generate_contract.py
abstractcore/core/interface.py
abstractcore/core/multimodal_generation.py
abstractcore/core/output_specs.py
abstractcore/core/retry.py
abstractcore/core/session.py
abstractcore/core/types.py
abstractcore/embeddings/__init__.py
abstractcore/embeddings/manager.py
abstractcore/embeddings/models.py
abstractcore/endpoint/__init__.py
abstractcore/endpoint/app.py
abstractcore/events/__init__.py
abstractcore/exceptions/__init__.py
abstractcore/mcp/__init__.py
abstractcore/mcp/client.py
abstractcore/mcp/factory.py
abstractcore/mcp/naming.py
abstractcore/mcp/stdio_client.py
abstractcore/mcp/tool_source.py
abstractcore/media/__init__.py
abstractcore/media/auto_handler.py
abstractcore/media/base.py
abstractcore/media/capabilities.py
abstractcore/media/delivery.py
abstractcore/media/enrichment.py
abstractcore/media/openai_parts.py
abstractcore/media/pdf_routing.py
abstractcore/media/types.py
abstractcore/media/vision_fallback.py
abstractcore/media/handlers/__init__.py
abstractcore/media/handlers/anthropic_handler.py
abstractcore/media/handlers/local_handler.py
abstractcore/media/handlers/openai_handler.py
abstractcore/media/processors/__init__.py
abstractcore/media/processors/audio_processor.py
abstractcore/media/processors/direct_pdf_processor.py
abstractcore/media/processors/glyph_pdf_processor.py
abstractcore/media/processors/image_processor.py
abstractcore/media/processors/office_processor.py
abstractcore/media/processors/pdf_processor.py
abstractcore/media/processors/text_processor.py
abstractcore/media/processors/video_processor.py
abstractcore/media/utils/__init__.py
abstractcore/media/utils/image_scaler.py
abstractcore/media/utils/video_frames.py
abstractcore/processing/__init__.py
abstractcore/processing/basic_deepsearch.py
abstractcore/processing/basic_extractor.py
abstractcore/processing/basic_intent.py
abstractcore/processing/basic_judge.py
abstractcore/processing/basic_summarizer.py
abstractcore/providers/__init__.py
abstractcore/providers/_http.py
abstractcore/providers/anthropic_provider.py
abstractcore/providers/base.py
abstractcore/providers/endpoint_context.py
abstractcore/providers/generation_cancel.py
abstractcore/providers/generation_progress.py
abstractcore/providers/huggingface_provider.py
abstractcore/providers/lmstudio_provider.py
abstractcore/providers/mlx_model_rules.py
abstractcore/providers/mlx_native_cache.py
abstractcore/providers/mlx_native_session.py
abstractcore/providers/mlx_prefill_observer.py
abstractcore/providers/mlx_provider.py
abstractcore/providers/mlx_qwen4.py
abstractcore/providers/mlx_runtime.py
abstractcore/providers/mlx_vision_addon.py
abstractcore/providers/model_capabilities.py
abstractcore/providers/model_config_fingerprint.py
abstractcore/providers/ollama_provider.py
abstractcore/providers/openai_compatible_provider.py
abstractcore/providers/openai_provider.py
abstractcore/providers/openrouter_provider.py
abstractcore/providers/portkey_provider.py
abstractcore/providers/registry.py
abstractcore/providers/speculation.py
abstractcore/providers/streaming.py
abstractcore/providers/tokenizer_fingerprint.py
abstractcore/providers/vllm_provider.py
abstractcore/providers/weights_fingerprint.py
abstractcore/server/__init__.py
abstractcore/server/__main__.py
abstractcore/server/app.py
abstractcore/server/audio_endpoints.py
abstractcore/server/camera_endpoints.py
abstractcore/server/capability_generation.py
abstractcore/server/console_routes.py
abstractcore/server/first_run.py
abstractcore/server/host_routes.py
abstractcore/server/scene3d_endpoints.py
abstractcore/server/session_routes.py
abstractcore/server/vision_endpoints.py
abstractcore/structured/__init__.py
abstractcore/structured/handler.py
abstractcore/structured/retry.py
abstractcore/structured/schema_compat.py
abstractcore/tools/__init__.py
abstractcore/tools/abstractignore.py
abstractcore/tools/arg_canonicalizer.py
abstractcore/tools/arg_coercion.py
abstractcore/tools/browser_tools.py
abstractcore/tools/code_analysis.py
abstractcore/tools/common_tools.py
abstractcore/tools/comms_tools.py
abstractcore/tools/core.py
abstractcore/tools/email_digests.py
abstractcore/tools/fetch_url_ssrf.py
abstractcore/tools/handler.py
abstractcore/tools/inventory.py
abstractcore/tools/parser.py
abstractcore/tools/process_tree.py
abstractcore/tools/registry.py
abstractcore/tools/risk_facts.py
abstractcore/tools/shell_session.py
abstractcore/tools/shell_tools.py
abstractcore/tools/syntax_rewriter.py
abstractcore/tools/tag_rewriter.py
abstractcore/tools/telegram_tdlib.py
abstractcore/tools/telegram_tools.py
abstractcore/tools/wire_naming.py
abstractcore/utils/__init__.py
abstractcore/utils/async_stream.py
abstractcore/utils/cli.py
abstractcore/utils/context_calibration.py
abstractcore/utils/context_estimate.py
abstractcore/utils/data_registry.py
abstractcore/utils/file_filters.py
abstractcore/utils/host_profile.py
abstractcore/utils/hostinfo.py
abstractcore/utils/jsonish.py
abstractcore/utils/memory.py
abstractcore/utils/message_preprocessor.py
abstractcore/utils/model_cache.py
abstractcore/utils/model_fit.py
abstractcore/utils/residency.py
abstractcore/utils/self_fixes.py
abstractcore/utils/structured_logging.py
abstractcore/utils/token_utils.py
abstractcore/utils/trace_export.py
abstractcore/utils/truncation.py
abstractcore/utils/version.py
abstractcore/utils/vlm_token_calculator.py
abstractcore/utils/workspace_paths.py
tests/test_abstractendpoint_singleton_provider.py
tests/test_agentic_cli_compatibility.py
tests/test_basic_session.py
tests/test_bloc_kv.py
tests/test_bloc_kv_cache_dtype.py
tests/test_bloc_kv_endpoint.py
tests/test_bloc_kv_engine_fingerprint.py
tests/test_bloc_kv_model_config_fingerprint.py
tests/test_bloc_kv_tokenizer_fingerprint.py
tests/test_bloc_kv_weights_fingerprint.py
tests/test_bloc_metadata_json_extract.py
tests/test_cached_session_kv_mode.py
tests/test_cached_session_kv_thinking_prefix.py
tests/test_capabilities_registry.py
tests/test_capabilities_registry_preferred_backends_from_config.py
tests/test_complete_integration.py
tests/test_comprehensive_events.py
tests/test_console_web.py
tests/test_core_components.py
tests/test_email_digests.py
tests/test_embedding_model_token_warnings.py
tests/test_enhanced_prompt.py
tests/test_environment_variable_tool_call_tags.py
tests/test_factory.py
tests/test_file_bloc_store_unit.py
tests/test_file_boxes_cached_session.py
tests/test_final_accuracy.py
tests/test_final_comprehensive.py
tests/test_final_graceful_errors.py
tests/test_generate_contract.py
tests/test_generate_response_reasoning_property_unit.py
tests/test_generate_with_outputs.py
tests/test_graceful_fallback.py
tests/test_import_debug.py
tests/test_import_safety.py
tests/test_incremental_thinking_tag_stripper.py
tests/test_integrated_functionality.py
tests/test_llms_sources.py
tests/test_mcp_integration.py
tests/test_mcp_stdio_client.py
tests/test_multimodal_generate_output.py
tests/test_openai_prompt_cache_key_passthrough.py
tests/test_output_specs.py
tests/test_packaging_assets.py
tests/test_packaging_extras.py
tests/test_prompt_cache_api.py
tests/test_prompt_cache_bloc_composition.py
tests/test_prompt_cache_bloc_e2e_gate.py
tests/test_prompt_cache_control_plane.py
tests/test_prompt_cache_prepare_modules_thinking_http.py
tests/test_retry_observability.py
tests/test_retry_strategy.py
tests/test_seed_determinism.py
tests/test_seed_temperature_basic.py
tests/test_sensory_prompting.py
tests/test_server_prompt_cache_control_plane_proxy.py
tests/test_server_prompt_cache_key_passthrough.py
tests/test_session_reasoning_persistence_unit.py
tests/test_structured_output_truncation_retry.py
tests/test_text_only_model_experience.py
tests/test_unload_memory.py
tests/test_user_scenario_validation.py