README.md
pyproject.toml
definable/definable/exceptions.py
definable/definable/filters.py
definable/definable/media.py
definable/definable/tokens.py
definable/definable.egg-info/PKG-INFO
definable/definable.egg-info/SOURCES.txt
definable/definable.egg-info/dependency_links.txt
definable/definable.egg-info/requires.txt
definable/definable.egg-info/top_level.txt
definable/definable/agents/__init__.py
definable/definable/agents/agent.py
definable/definable/agents/config.py
definable/definable/agents/middleware.py
definable/definable/agents/testing.py
definable/definable/agents/toolkit.py
definable/definable/agents/toolkits/__init__.py
definable/definable/agents/toolkits/knowledge.py
definable/definable/agents/tracing/__init__.py
definable/definable/agents/tracing/base.py
definable/definable/agents/tracing/jsonl.py
definable/definable/auth/__init__.py
definable/definable/auth/api_key.py
definable/definable/auth/base.py
definable/definable/auth/jwt.py
definable/definable/compression/__init__.py
definable/definable/compression/manager.py
definable/definable/interfaces/__init__.py
definable/definable/interfaces/base.py
definable/definable/interfaces/config.py
definable/definable/interfaces/errors.py
definable/definable/interfaces/hooks.py
definable/definable/interfaces/identity.py
definable/definable/interfaces/message.py
definable/definable/interfaces/serve.py
definable/definable/interfaces/session.py
definable/definable/interfaces/discord/__init__.py
definable/definable/interfaces/discord/config.py
definable/definable/interfaces/discord/interface.py
definable/definable/interfaces/signal/__init__.py
definable/definable/interfaces/signal/config.py
definable/definable/interfaces/signal/interface.py
definable/definable/interfaces/telegram/__init__.py
definable/definable/interfaces/telegram/config.py
definable/definable/interfaces/telegram/interface.py
definable/definable/knowledge/__init__.py
definable/definable/knowledge/base.py
definable/definable/knowledge/chunkers/__init__.py
definable/definable/knowledge/chunkers/base.py
definable/definable/knowledge/chunkers/recursive.py
definable/definable/knowledge/chunkers/text.py
definable/definable/knowledge/document/__init__.py
definable/definable/knowledge/document/base.py
definable/definable/knowledge/embedders/__init__.py
definable/definable/knowledge/embedders/base.py
definable/definable/knowledge/embedders/openai.py
definable/definable/knowledge/embedders/voyageai.py
definable/definable/knowledge/readers/__init__.py
definable/definable/knowledge/readers/base.py
definable/definable/knowledge/readers/pdf.py
definable/definable/knowledge/readers/text.py
definable/definable/knowledge/readers/url.py
definable/definable/knowledge/rerankers/__init__.py
definable/definable/knowledge/rerankers/base.py
definable/definable/knowledge/rerankers/cohere.py
definable/definable/knowledge/vector_dbs/__init__.py
definable/definable/knowledge/vector_dbs/base.py
definable/definable/knowledge/vector_dbs/memory.py
definable/definable/knowledge/vector_dbs/pgvector.py
definable/definable/mcp/__init__.py
definable/definable/mcp/client.py
definable/definable/mcp/config.py
definable/definable/mcp/errors.py
definable/definable/mcp/prompts.py
definable/definable/mcp/protocol.py
definable/definable/mcp/resources.py
definable/definable/mcp/toolkit.py
definable/definable/mcp/types.py
definable/definable/mcp/transports/__init__.py
definable/definable/mcp/transports/base.py
definable/definable/mcp/transports/http.py
definable/definable/mcp/transports/sse.py
definable/definable/mcp/transports/stdio.py
definable/definable/memory/__init__.py
definable/definable/memory/config.py
definable/definable/memory/distillation.py
definable/definable/memory/memory.py
definable/definable/memory/retrieval.py
definable/definable/memory/scorer.py
definable/definable/memory/topics.py
definable/definable/memory/types.py
definable/definable/memory/store/__init__.py
definable/definable/memory/store/_utils.py
definable/definable/memory/store/base.py
definable/definable/memory/store/chroma.py
definable/definable/memory/store/in_memory.py
definable/definable/memory/store/mongodb.py
definable/definable/memory/store/pinecone.py
definable/definable/memory/store/postgres.py
definable/definable/memory/store/qdrant.py
definable/definable/memory/store/redis.py
definable/definable/memory/store/sqlite.py
definable/definable/models/__init__.py
definable/definable/models/base.py
definable/definable/models/message.py
definable/definable/models/metrics.py
definable/definable/models/pricing.py
definable/definable/models/response.py
definable/definable/models/utils.py
definable/definable/models/deepseek/__init__.py
definable/definable/models/deepseek/chat.py
definable/definable/models/moonshot/__init__.py
definable/definable/models/moonshot/chat.py
definable/definable/models/openai/__init__.py
definable/definable/models/openai/chat.py
definable/definable/models/openai/like.py
definable/definable/models/xai/__init__.py
definable/definable/models/xai/xai.py
definable/definable/readers/__init__.py
definable/definable/readers/audio.py
definable/definable/readers/base.py
definable/definable/readers/detector.py
definable/definable/readers/models.py
definable/definable/readers/registry.py
definable/definable/readers/utils.py
definable/definable/readers/parsers/__init__.py
definable/definable/readers/parsers/audio.py
definable/definable/readers/parsers/base_parser.py
definable/definable/readers/parsers/docx.py
definable/definable/readers/parsers/html.py
definable/definable/readers/parsers/image.py
definable/definable/readers/parsers/ods.py
definable/definable/readers/parsers/pdf.py
definable/definable/readers/parsers/pptx.py
definable/definable/readers/parsers/rtf.py
definable/definable/readers/parsers/text.py
definable/definable/readers/parsers/xlsx.py
definable/definable/readers/providers/__init__.py
definable/definable/readers/providers/anthropic.py
definable/definable/readers/providers/google.py
definable/definable/readers/providers/mistral.py
definable/definable/readers/providers/openai.py
definable/definable/reasoning/step.py
definable/definable/run/__init__.py
definable/definable/run/agent.py
definable/definable/run/base.py
definable/definable/run/requirement.py
definable/definable/runtime/__init__.py
definable/definable/runtime/_dev.py
definable/definable/runtime/runner.py
definable/definable/runtime/server.py
definable/definable/tools/decorator.py
definable/definable/tools/function.py
definable/definable/triggers/__init__.py
definable/definable/triggers/base.py
definable/definable/triggers/cron.py
definable/definable/triggers/event.py
definable/definable/triggers/executor.py
definable/definable/triggers/webhook.py
definable/definable/utils/functions.py
definable/definable/utils/http.py
definable/definable/utils/json_schema.py
definable/definable/utils/log.py
definable/definable/utils/media.py
definable/definable/utils/openai.py
definable/definable/utils/reasoning.py
definable/definable/utils/serialize.py
definable/definable/utils/string.py
definable/definable/utils/supervisor.py
definable/definable/utils/timer.py
definable/definable/utils/tools.py
definable/definable/utils/vectordb.py
definable/definable/utils/models/openai_responses.py
definable/definable/utils/models/schema_utils.py
definable/definable/vectordbs/base.py
definable/definable/vectordbs/qdrant/ops.py
definable/examples/advanced/01_middleware.py
definable/examples/advanced/02_tracing.py
definable/examples/advanced/03_error_handling.py
definable/examples/advanced/04_cost_tracking.py
definable/examples/agents/01_simple_agent.py
definable/examples/agents/02_agent_with_tools.py
definable/examples/agents/03_agent_with_toolkit.py
definable/examples/agents/04_multi_turn.py
definable/examples/agents/05_streaming_agent.py
definable/examples/agents/06_async_agent.py
definable/examples/interfaces/01_discord_bot.py
definable/examples/interfaces/02_signal_bot.py
definable/examples/interfaces/03_multi_interface.py
definable/examples/knowledge/01_basic_rag.py
definable/examples/knowledge/02_document_management.py
definable/examples/knowledge/03_chunking_strategies.py
definable/examples/knowledge/04_custom_embedder.py
definable/examples/knowledge/05_vector_databases.py
definable/examples/knowledge/06_agent_with_knowledge.py
definable/examples/knowledge/07_reranking.py
definable/examples/mcp/01_basic_mcp.py
definable/examples/mcp/02_multiple_servers.py
definable/examples/mcp/03_resources.py
definable/examples/mcp/04_config_file.py
definable/examples/mcp/05_mock_server_basics.py
definable/examples/mcp/06_prompts_provider.py
definable/examples/mcp/07_error_handling.py
definable/examples/mcp/08_mock_server_agent.py
definable/examples/memory/01_basic_memory.py
definable/examples/memory/02_store_protocol.py
definable/examples/memory/03_store_backends.py
definable/examples/models/01_basic_invoke.py
definable/examples/models/02_async_invoke.py
definable/examples/models/03_streaming.py
definable/examples/models/04_structured_output.py
definable/examples/models/05_multi_provider.py
definable/examples/models/06_vision_and_audio.py
definable/examples/readers/01_basic_readers.py
definable/examples/readers/02_custom_reader.py
definable/examples/readers/03_standalone_usage.py
definable/examples/readers/04_provider_override.py
definable/examples/readers/05_mistral_ocr.py
definable/examples/readers/06_multimodal_agent.py
definable/examples/runtime/01_webhook_basic.py
definable/examples/runtime/02_cron_basic.py
definable/examples/runtime/03_unified.py
definable/examples/toolkits/01_custom_toolkit.py
definable/examples/toolkits/02_toolkit_dependencies.py
definable/examples/toolkits/03_knowledge_toolkit.py
definable/examples/tools/01_basic_tool.py
definable/examples/tools/02_tool_parameters.py
definable/examples/tools/03_async_tools.py
definable/examples/tools/04_tool_hooks.py
definable/examples/tools/05_tool_caching.py
definable/examples/tools/06_tool_dependencies.py
definable/tests_e2e/__init__.py
definable/tests_e2e/conftest.py
definable/tests_e2e/agents/__init__.py
definable/tests_e2e/agents/conftest.py
definable/tests_e2e/agents/test_agent_integration.py
definable/tests_e2e/agents/test_compression.py
definable/tests_e2e/agents/test_knowledge.py
definable/tests_e2e/agents/test_toolkits.py
definable/tests_e2e/agents/test_tools.py
definable/tests_e2e/agents/test_tools_advanced.py
definable/tests_e2e/interfaces/__init__.py
definable/tests_e2e/interfaces/conftest.py
definable/tests_e2e/interfaces/test_base.py
definable/tests_e2e/interfaces/test_discord.py
definable/tests_e2e/interfaces/test_discord_e2e.py
definable/tests_e2e/interfaces/test_identity.py
definable/tests_e2e/interfaces/test_serve.py
definable/tests_e2e/interfaces/test_signal.py
definable/tests_e2e/interfaces/test_signal_e2e.py
definable/tests_e2e/interfaces/test_telegram.py
definable/tests_e2e/interfaces/test_telegram_e2e.py
definable/tests_e2e/mcp/__init__.py
definable/tests_e2e/mcp/conftest.py
definable/tests_e2e/mcp/mock_mcp_server.py
definable/tests_e2e/mcp/test_mcp_e2e.py
definable/tests_e2e/mcp/test_mcp_real_servers.py
definable/tests_e2e/memory/__init__.py
definable/tests_e2e/memory/conftest.py
definable/tests_e2e/memory/test_distillation.py
definable/tests_e2e/memory/test_memory.py
definable/tests_e2e/memory/test_scoring.py
definable/tests_e2e/memory/test_store.py
definable/tests_e2e/memory/test_store_chroma.py
definable/tests_e2e/memory/test_store_in_memory.py
definable/tests_e2e/memory/test_store_mongodb.py
definable/tests_e2e/memory/test_store_pinecone.py
definable/tests_e2e/memory/test_store_postgres.py
definable/tests_e2e/memory/test_store_qdrant.py
definable/tests_e2e/memory/test_store_redis.py
definable/tests_e2e/models/__init__.py
definable/tests_e2e/models/conftest.py
definable/tests_e2e/models/test_deepseek.py
definable/tests_e2e/models/test_moonshot.py
definable/tests_e2e/models/test_openai.py
definable/tests_e2e/models/test_openai_advanced.py
definable/tests_e2e/models/test_xai.py
definable/tests_e2e/readers/__init__.py
definable/tests_e2e/readers/conftest.py
definable/tests_e2e/readers/test_base.py
definable/tests_e2e/readers/test_detector.py
definable/tests_e2e/readers/test_integration.py
definable/tests_e2e/readers/test_mistral_ocr.py
definable/tests_e2e/readers/test_models.py
definable/tests_e2e/readers/test_registry.py
definable/tests_e2e/readers/test_text.py