entity package

Entity agent framework package.

Subpackages

• entity.cli package
  • Submodules
    • entity.cli.ent_cli_adapter module
• entity.config package
  • Submodules
    • entity.config.validation module
    • entity.config.variable_resolver module
• entity.core package
  • PipelineError
    • PipelineError.__init__()
    • PipelineError.__post_init__()
    • PipelineError.__str__()
    • PipelineError.category
    • PipelineError.recoverable
    • PipelineError.severity
    • PipelineError.to_dict()
    • PipelineError.stage
    • PipelineError.plugin
    • PipelineError.context
    • PipelineError.original_error
  • PluginError
    • PluginError.__init__()
  • ValidationError
    • ValidationError.__init__()
  • ResourceError
    • ResourceError.__init__()
  • SandboxError
    • SandboxError.__init__()
  • RateLimiter
    • RateLimiter.__init__()
    • RateLimiter.allow_request()
    • RateLimiter.allow_request_sync()
    • RateLimiter.get_metrics()
    • RateLimiter.reset()
    • RateLimiter.wait_if_needed()
  • create_api_rate_limiter()
  • create_database_rate_limiter()
  • IdentifierValidator
    • IdentifierValidator.ENV_VAR_PATTERN
    • IdentifierValidator.PYTHON_IDENTIFIER_PATTERN
    • IdentifierValidator.SAFE_IDENTIFIER_PATTERN
    • IdentifierValidator.TABLE_NAME_PATTERN
    • IdentifierValidator.URL_SAFE_PATTERN
    • IdentifierValidator.validate_column_name()
    • IdentifierValidator.validate_env_var()
    • IdentifierValidator.validate_identifier()
    • IdentifierValidator.validate_python_identifier()
    • IdentifierValidator.validate_table_name()
    • IdentifierValidator.validate_url_safe()
  • SQLValidator
    • SQLValidator.INJECTION_PATTERNS
    • SQLValidator.SAFE_FUNCTIONS
    • SQLValidator.__init__()
    • SQLValidator.sanitize_value()
    • SQLValidator.validate_column_names()
    • SQLValidator.validate_query_safe()
    • SQLValidator.validate_table_name()
  • JSONYAMLValidator
    • JSONYAMLValidator.validate_json()
    • JSONYAMLValidator.validate_schema()
    • JSONYAMLValidator.validate_yaml()
  • TypeValidator
    • TypeValidator.validate_dict_schema()
    • TypeValidator.validate_list_types()
    • TypeValidator.validate_type()
  • Submodules
    • entity.core.agent module
• entity.infrastructure package
  • AdaptiveLLMInfrastructure
    • AdaptiveLLMInfrastructure.__init__()
    • AdaptiveLLMInfrastructure.get_benchmark_results()
    • AdaptiveLLMInfrastructure.get_current_config()
    • AdaptiveLLMInfrastructure.health_check()
    • AdaptiveLLMInfrastructure.shutdown()
    • AdaptiveLLMInfrastructure.startup()
  • BaseInfrastructure
    • BaseInfrastructure.__init__()
    • BaseInfrastructure.health_check()
    • BaseInfrastructure.health_check_sync()
    • BaseInfrastructure.shutdown()
    • BaseInfrastructure.startup()
    • BaseInfrastructure.version
  • DuckDBInfrastructure
    • DuckDBInfrastructure.__init__()
    • DuckDBInfrastructure.connect()
    • DuckDBInfrastructure.health_check()
    • DuckDBInfrastructure.shutdown()
    • DuckDBInfrastructure.startup()
  • HarmonyOSSInfrastructure
    • HarmonyOSSInfrastructure.__init__()
    • HarmonyOSSInfrastructure.generate()
    • HarmonyOSSInfrastructure.generate_with_channels()
    • HarmonyOSSInfrastructure.health_check()
    • HarmonyOSSInfrastructure.set_reasoning_effort()
    • HarmonyOSSInfrastructure.shutdown()
    • HarmonyOSSInfrastructure.startup()
  • LocalStorageInfrastructure
    • LocalStorageInfrastructure.__init__()
    • LocalStorageInfrastructure.health_check()
    • LocalStorageInfrastructure.resolve_path()
    • LocalStorageInfrastructure.shutdown()
    • LocalStorageInfrastructure.startup()
  • OllamaInfrastructure
    • OllamaInfrastructure.__init__()
    • OllamaInfrastructure.generate()
    • OllamaInfrastructure.health_check()
    • OllamaInfrastructure.shutdown()
    • OllamaInfrastructure.startup()
  • S3Infrastructure
    • S3Infrastructure.__init__()
    • S3Infrastructure.client()
    • S3Infrastructure.health_check()
    • S3Infrastructure.session()
    • S3Infrastructure.shutdown()
    • S3Infrastructure.startup()
  • DatabaseInfrastructure
    • DatabaseInfrastructure.__init__()
    • DatabaseInfrastructure.connect()
    • DatabaseInfrastructure.health_check()
    • DatabaseInfrastructure.shutdown()
    • DatabaseInfrastructure.startup()
  • VectorStoreInfrastructure
    • VectorStoreInfrastructure.__init__()
    • VectorStoreInfrastructure.connect()
    • VectorStoreInfrastructure.health_check()
    • VectorStoreInfrastructure.shutdown()
    • VectorStoreInfrastructure.startup()
  • StorageInfrastructure
    • StorageInfrastructure.__init__()
    • StorageInfrastructure.delete()
    • StorageInfrastructure.exists()
    • StorageInfrastructure.health_check()
    • StorageInfrastructure.list_files()
    • StorageInfrastructure.read()
    • StorageInfrastructure.resolve()
    • StorageInfrastructure.shutdown()
    • StorageInfrastructure.startup()
    • StorageInfrastructure.write()
  • Submodules
    • entity.infrastructure.base module
      • BaseInfrastructure
    • entity.infrastructure.config_models module
      • DuckDBConfig
      • OllamaConfig
      • LocalStorageConfig
      • S3Config
    • entity.infrastructure.local_storage_infra module
      • LocalStorageInfrastructure
    • entity.infrastructure.ollama_infra module
      • OllamaInfrastructure
    • entity.infrastructure.protocols module
      • DatabaseInfrastructure
      • VectorStoreInfrastructure
      • StorageInfrastructure
    • entity.infrastructure.s3_infrastructure module
      • S3Infrastructure
• entity.plugins package
  • Plugin
    • Plugin.ConfigModel
      • Plugin.ConfigModel.Config
      • Plugin.ConfigModel.model_config
    • Plugin.__init__()
    • Plugin.dependencies
    • Plugin.execute()
    • Plugin.should_execute()
    • Plugin.skip_conditions
    • Plugin.supported_stages
    • Plugin.validate_config()
    • Plugin.validate_workflow()
  • PromptPlugin
    • PromptPlugin.dependencies
    • PromptPlugin.supported_stages
  • ToolPlugin
    • ToolPlugin.dependencies
    • ToolPlugin.supported_stages
  • InputAdapterPlugin
    • InputAdapterPlugin.supported_stages
  • OutputAdapterPlugin
    • OutputAdapterPlugin.supported_stages
  • Subpackages
    • entity.plugins.defaults package
    • entity.plugins.examples package
      • Submodules
  • Submodules
    • entity.plugins.base module
      • Plugin
    • entity.plugins.context module
      • WorkflowContext
      • PluginContext
    • entity.plugins.input_adapter module
      • InputAdapterPlugin
    • entity.plugins.output_adapter module
      • OutputAdapterPlugin
    • entity.plugins.prompt module
      • PromptPlugin
    • entity.plugins.smart_selector module
      • SmartToolSelectorPlugin
    • entity.plugins.tool module
      • ToolPlugin
    • entity.plugins.validation module
      • ValidationResult
• entity.resources package
  • DatabaseResource
    • DatabaseResource.__init__()
    • DatabaseResource.execute()
    • DatabaseResource.health_check()
    • DatabaseResource.health_check_sync()
  • VectorStoreResource
    • VectorStoreResource.__init__()
    • VectorStoreResource.add_vector()
    • VectorStoreResource.health_check()
    • VectorStoreResource.health_check_sync()
    • VectorStoreResource.query()
  • LLMResource
    • LLMResource.__init__()
    • LLMResource.generate()
    • LLMResource.health_check()
    • LLMResource.health_check_sync()
  • StorageResource
    • StorageResource.__init__()
    • StorageResource.health_check()
    • StorageResource.health_check_sync()
    • StorageResource.upload_text()
  • LocalStorageResource
    • LocalStorageResource.__init__()
    • LocalStorageResource.health_check()
    • LocalStorageResource.health_check_sync()
    • LocalStorageResource.upload_text()
  • ResourceInitializationError
  • Memory
    • Memory.database
    • Memory.vector_store
    • Memory.__init__()
    • Memory.add_vector()
    • Memory.execute()
    • Memory.health_check()
    • Memory.health_check_sync()
    • Memory.load()
    • Memory.query()
    • Memory.store()
  • LLM
    • LLM.__init__()
    • LLM.generate()
    • LLM.health_check()
    • LLM.health_check_sync()
  • FileStorage
    • FileStorage.__init__()
    • FileStorage.health_check()
    • FileStorage.health_check_sync()
    • FileStorage.upload_text()
  • RichLoggingResource
    • RichLoggingResource.__init__()
    • RichLoggingResource.health_check()
    • RichLoggingResource.log()
  • RichConsoleLoggingResource
    • RichConsoleLoggingResource.__init__()
    • RichConsoleLoggingResource.log()
  • RichJSONLoggingResource
    • RichJSONLoggingResource.__init__()
    • RichJSONLoggingResource.log()
  • LogLevel
    • LogLevel.DEBUG
    • LogLevel.INFO
    • LogLevel.WARNING
    • LogLevel.ERROR
  • MetricsCollectorResource
    • MetricsCollectorResource.__init__()
    • MetricsCollectorResource.health_check()
    • MetricsCollectorResource.record_plugin_execution()
  • ArgumentParsingResource
    • ArgumentParsingResource.__init__()
    • ArgumentParsingResource.generate_help()
    • ArgumentParsingResource.health_check()
    • ArgumentParsingResource.log()
    • ArgumentParsingResource.parse()
    • ArgumentParsingResource.register_argument()
    • ArgumentParsingResource.register_command()
  • EntityArgumentParsingResource
    • EntityArgumentParsingResource.__init__()
    • EntityArgumentParsingResource.generate_help()
    • EntityArgumentParsingResource.parse()
  • ArgumentDefinition
    • ArgumentDefinition.__init__()
    • ArgumentDefinition.choices
    • ArgumentDefinition.default
    • ArgumentDefinition.required
    • ArgumentDefinition.validator
    • ArgumentDefinition.name
    • ArgumentDefinition.type
    • ArgumentDefinition.category
    • ArgumentDefinition.help
    • ArgumentDefinition.aliases
  • CommandDefinition
    • CommandDefinition.__init__()
    • CommandDefinition.handler
    • CommandDefinition.name
    • CommandDefinition.help
    • CommandDefinition.arguments
  • ArgumentType
    • ArgumentType.STRING
    • ArgumentType.INTEGER
    • ArgumentType.BOOLEAN
    • ArgumentType.CHOICE
    • ArgumentType.PATH
  • ArgumentCategory
    • ArgumentCategory.WORKFLOW
    • ArgumentCategory.RESOURCE
    • ArgumentCategory.OUTPUT
    • ArgumentCategory.SYSTEM
  • create_argument_parsing_resource()
  • InfrastructureError
  • create_memory()
  • create_async_memory()
  • create_managed_memory()
  • create_robust_memory()
  • create_full_featured_memory()
  • AsyncMemory
  • ManagedMemory
  • RobustMemory
  • Submodules
    • entity.resources.database module
      • DatabaseResource
    • entity.resources.exceptions module
      • ResourceError
      • InfrastructureError
      • ResourceInitializationError
    • entity.resources.file_storage_wrapper module
      • FileStorage
    • entity.resources.llm module
      • LLMResource
    • entity.resources.llm_protocol module
      • LLMInfrastructure
    • entity.resources.llm_wrapper module
      • LLM
    • entity.resources.local_storage module
      • LocalStorageResource
    • entity.resources.memory module
      • Memory
    • entity.resources.metrics module
      • MetricsCollectorResource
    • entity.resources.storage module
      • StorageResource
    • entity.resources.vector_store module
      • VectorStoreResource
• entity.setup package
  • OllamaInstaller
    • OllamaInstaller.DEFAULT_MODEL
    • OllamaInstaller.DEFAULT_URL
    • OllamaInstaller.ensure_ollama_available()
    • OllamaInstaller.logger
  • Submodules
    • entity.setup.ollama_installer module
      • OllamaInstaller
• entity.tools package
  • discover_tools()
  • register_tool()
  • ToolInfo
    • ToolInfo.__init__()
    • ToolInfo.category
    • ToolInfo.description
    • ToolInfo.input_model
    • ToolInfo.output_model
    • ToolInfo.name
    • ToolInfo.func
  • clear_registry()
  • SandboxedToolRunner
    • SandboxedToolRunner.__init__()
    • SandboxedToolRunner.run()
  • Submodules
    • entity.tools.registry module
      • register_tool()
      • discover_tools()
      • ToolInfo
      • clear_registry()
      • generate_docs()
    • entity.tools.sandbox module
      • SandboxedToolRunner
    • entity.tools.web_search module
      • web_search()
    • entity.tools.workflow_viz module
• entity.workflow package
  • Subpackages
    • entity.workflow.templates package
      • Submodules
  • Submodules
    • entity.workflow.executor module
    • entity.workflow.workflow module

Submodules

• entity.defaults module
  • DefaultConfig
    • DefaultConfig.duckdb_path
    • DefaultConfig.ollama_url
    • DefaultConfig.ollama_model
    • DefaultConfig.storage_path
    • DefaultConfig.auto_install_ollama
    • DefaultConfig.from_env()
    • DefaultConfig.__init__()
  • load_defaults()