Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W _ __init__() (sqldbagent.dashboard.service.DashboardChatService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) (sqldbagent.profile.service.SQLAlchemyProfilingService method) (sqldbagent.retrieval.embeddings.HashEmbeddings method) (sqldbagent.retrieval.service.SnapshotRetrievalService method) (sqldbagent.safety.execution.SafeQueryService method) (sqldbagent.safety.guard.QueryGuardService method) (sqldbagent.snapshot.service.SnapshotService method) A access_mode (sqldbagent.safety.models.QueryGuardResult attribute) aclose() (sqldbagent.core.bootstrap.ServiceContainer method) added_columns (sqldbagent.snapshot.models.TableDiffModel attribute) added_relationships (sqldbagent.snapshot.models.SnapshotDiffModel attribute) added_tables (sqldbagent.snapshot.models.SnapshotDiffModel attribute) added_views (sqldbagent.snapshot.models.SnapshotDiffModel attribute) agent (sqldbagent.core.config.AppSettings attribute) agent_checkpoint_auto_setup (sqldbagent.core.config.AppSettings attribute) agent_checkpoint_backend (sqldbagent.core.config.AppSettings attribute) agent_checkpoint_pipeline (sqldbagent.core.config.AppSettings attribute) agent_checkpoint_postgres_url (sqldbagent.core.config.AppSettings attribute) agent_enable_human_in_the_loop (sqldbagent.core.config.AppSettings attribute) agent_enable_summarization_middleware (sqldbagent.core.config.AppSettings attribute) agent_enable_todo_middleware (sqldbagent.core.config.AppSettings attribute) agent_include_latest_snapshot_context (sqldbagent.core.config.AppSettings attribute) agent_max_model_calls_per_run (sqldbagent.core.config.AppSettings attribute) agent_max_tool_calls_per_run (sqldbagent.core.config.AppSettings attribute) agent_memory_auto_create_snapshot_if_missing (sqldbagent.core.config.AppSettings attribute) agent_memory_auto_setup (sqldbagent.core.config.AppSettings attribute) agent_memory_auto_sync_from_snapshot (sqldbagent.core.config.AppSettings attribute) agent_memory_backend (sqldbagent.core.config.AppSettings attribute) agent_memory_include_in_system_prompt (sqldbagent.core.config.AppSettings attribute) agent_memory_namespace_prefix (sqldbagent.core.config.AppSettings attribute) agent_memory_pipeline (sqldbagent.core.config.AppSettings attribute) agent_memory_postgres_url (sqldbagent.core.config.AppSettings attribute) agent_name (sqldbagent.core.config.AppSettings attribute) agent_summarization_keep_messages (sqldbagent.core.config.AppSettings attribute) agent_summarization_model (sqldbagent.core.config.AppSettings attribute) agent_summarization_trigger_fraction (sqldbagent.core.config.AppSettings attribute) agent_tool_call_digest_limit (sqldbagent.core.config.AppSettings attribute) AgentCheckpointSettings (class in sqldbagent.core.config) AgentMemorySettings (class in sqldbagent.core.config) AgentSettings (class in sqldbagent.core.config) allow_writes (sqldbagent.core.config.SafetySettings attribute) allowed (sqldbagent.safety.models.QueryGuardResult attribute) allowed_schemas (sqldbagent.core.config.SafetySettings attribute) anthropic_api_key (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.LLMSettings attribute) anthropic_base_url (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.LLMSettings attribute) api_key (sqldbagent.core.config.LangSmithSettings attribute) AppSettings (class in sqldbagent.core.config) artifacts (sqldbagent.core.config.AppSettings attribute) (sqldbagent.snapshot.service.SnapshotService property) ArtifactSettings (class in sqldbagent.core.config) async_engine (sqldbagent.core.bootstrap.ServiceContainer attribute) auto_create_snapshot_if_missing (sqldbagent.core.config.AgentMemorySettings attribute) auto_setup (sqldbagent.core.config.AgentCheckpointSettings attribute) (sqldbagent.core.config.AgentMemorySettings attribute) auto_sync_from_snapshot (sqldbagent.core.config.AgentMemorySettings attribute) available_threads (sqldbagent.dashboard.models.ChatSessionModel attribute) B backend (sqldbagent.core.config.AgentCheckpointSettings attribute) (sqldbagent.core.config.AgentMemorySettings attribute) (sqldbagent.core.config.RetrievalSettings attribute) batch_size (sqldbagent.core.config.EmbeddingSettings attribute) build_default_datasources() (sqldbagent.core.config.AppSettings method) build_embeddings() (in module sqldbagent.retrieval.embeddings) build_langsmith_metadata() (in module sqldbagent.adapters.langgraph.observability) build_service_container() (in module sqldbagent.core.bootstrap) build_snapshot_prompt_context() (in module sqldbagent.core.agent_context) build_sqldbagent_dashboard_payload() (in module sqldbagent.core.agent_context) build_sqldbagent_state_seed() (in module sqldbagent.core.agent_context) C cache_query_embeddings (sqldbagent.core.config.EmbeddingSettings attribute) changed_columns (sqldbagent.snapshot.models.TableDiffModel attribute) changed_tables (sqldbagent.snapshot.models.SnapshotDiffModel attribute) ChatMessageModel (class in sqldbagent.dashboard.models) ChatSessionModel (class in sqldbagent.dashboard.models) check_constraints (sqldbagent.core.models.catalog.TableModel attribute) CheckConstraintModel (class in sqldbagent.core.models.catalog) checkpoint (sqldbagent.core.config.AgentSettings attribute) close() (sqldbagent.core.bootstrap.ServiceContainer method) collection_name (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) (sqldbagent.retrieval.models.RetrievalResultModel attribute) collection_prefix (sqldbagent.core.config.RetrievalSettings attribute) column_name (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) ColumnModel (class in sqldbagent.core.models.catalog) ColumnProfileModel (class in sqldbagent.core.models.profile) columns (sqldbagent.core.models.catalog.ForeignKeyModel attribute) (sqldbagent.core.models.catalog.IndexModel attribute) (sqldbagent.core.models.catalog.TableModel attribute) (sqldbagent.core.models.catalog.UniqueConstraintModel attribute) (sqldbagent.core.models.catalog.ViewModel attribute) (sqldbagent.core.models.profile.TableProfileModel attribute) ColumnUniqueValuesModel (class in sqldbagent.core.models.profile) constraint_name (sqldbagent.core.models.catalog.RelationshipEdgeModel attribute) content (sqldbagent.dashboard.models.ChatMessageModel attribute) content_hash (sqldbagent.snapshot.models.SnapshotBundleModel attribute) (sqldbagent.snapshot.models.SnapshotInventoryEntryModel attribute) create_async_postgres_checkpointed_agent() (in module sqldbagent.adapters.langgraph.agent) create_langsmith_client() (in module sqldbagent.adapters.langgraph.observability) create_payload_indexes (sqldbagent.core.config.RetrievalSettings attribute) create_schema_snapshot() (sqldbagent.snapshot.service.SnapshotService method) create_sqldbagent_agent() (in module sqldbagent.adapters.langgraph.agent) create_sqldbagent_dynamic_prompt_middleware() (in module sqldbagent.adapters.langgraph.middleware) create_sqldbagent_middleware() (in module sqldbagent.adapters.langgraph.middleware) create_sqldbagent_state_middleware() (in module sqldbagent.adapters.langgraph.middleware) create_sqldbagent_summarization_middleware() (in module sqldbagent.adapters.langgraph.middleware) create_sqldbagent_tool_digest_middleware() (in module sqldbagent.adapters.langgraph.middleware) create_sqldbagent_tool_error_middleware() (in module sqldbagent.adapters.langgraph.middleware) create_sync_postgres_checkpointed_agent() (in module sqldbagent.adapters.langgraph.agent) created_at (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) (sqldbagent.snapshot.models.SnapshotBundleModel attribute) (sqldbagent.snapshot.models.SnapshotInventoryEntryModel attribute) D dashboard_payload (sqldbagent.dashboard.models.ChatSessionModel attribute) DashboardChatService (class in sqldbagent.dashboard.service) DashboardThreadEntryModel (class in sqldbagent.dashboard.models) DashboardTurnProgressModel (class in sqldbagent.dashboard.models) data_type (sqldbagent.core.models.catalog.ColumnModel attribute) (sqldbagent.core.models.profile.ColumnProfileModel attribute) database (sqldbagent.core.models.catalog.SchemaModel attribute) (sqldbagent.core.models.catalog.ServerModel attribute) (sqldbagent.core.models.catalog.TableModel attribute) (sqldbagent.core.models.catalog.ViewModel attribute) (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) (sqldbagent.core.models.profile.TableProfileModel attribute) DatabaseModel (class in sqldbagent.core.models.catalog) datasource_aliases (sqldbagent.core.config.AppSettings attribute) datasource_name (sqldbagent.core.bootstrap.ServiceContainer attribute) (sqldbagent.dashboard.models.ChatSessionModel attribute) (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) (sqldbagent.retrieval.models.RetrievalResultModel attribute) (sqldbagent.snapshot.models.SnapshotBundleModel attribute) (sqldbagent.snapshot.models.SnapshotInventoryEntryModel attribute) (sqldbagent.snapshot.models.SnapshotRequestModel attribute) (sqldbagent.snapshot.service.SnapshotService property) datasources (sqldbagent.core.config.AppSettings attribute) DatasourceSettings (class in sqldbagent.core.config) default (sqldbagent.core.models.catalog.ColumnModel attribute) default_datasource_name (sqldbagent.core.config.AppSettings attribute) default_fetch_k (sqldbagent.core.config.RetrievalSettings attribute) default_model (sqldbagent.core.config.LLMSettings attribute) default_provider (sqldbagent.core.config.LLMSettings attribute) default_sample_size (sqldbagent.core.config.ProfilingSettings attribute) default_schema_name (sqldbagent.core.config.AppSettings attribute) default_top_k (sqldbagent.core.config.RetrievalSettings attribute) definition (sqldbagent.core.models.catalog.ViewModel attribute) describe_table() (sqldbagent.introspect.base.InspectionService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) describe_view() (sqldbagent.introspect.base.InspectionService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) description (sqldbagent.core.models.catalog.ColumnModel attribute) (sqldbagent.core.models.catalog.TableModel attribute) detail (sqldbagent.dashboard.models.DashboardTurnProgressModel attribute) diagram_bundle (sqldbagent.dashboard.models.ChatSessionModel attribute) diagram_service (sqldbagent.core.bootstrap.ServiceContainer attribute) diagrams_dir (sqldbagent.core.config.ArtifactSettings attribute) dialect (sqldbagent.core.config.DatasourceSettings attribute) (sqldbagent.core.models.catalog.ServerModel attribute) (sqldbagent.safety.models.QueryGuardResult attribute) diff_snapshots() (sqldbagent.snapshot.service.SnapshotService static method) dimensions (sqldbagent.core.config.EmbeddingSettings attribute) display_name (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) document_bundle_path (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) document_count (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) document_id (sqldbagent.retrieval.models.RetrievedDocumentModel attribute) document_service (sqldbagent.core.bootstrap.ServiceContainer attribute) documents (sqldbagent.retrieval.models.RetrievalResultModel attribute) documents_dir (sqldbagent.core.config.ArtifactSettings attribute) E echo (sqldbagent.core.config.DatasourceSettings attribute) embed_documents() (sqldbagent.retrieval.embeddings.HashEmbeddings method) embed_query() (sqldbagent.retrieval.embeddings.HashEmbeddings method) embedding_model (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) embedding_provider (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) embeddings (sqldbagent.core.config.AppSettings attribute) embeddings_batch_size (sqldbagent.core.config.AppSettings attribute) embeddings_cache_dir (sqldbagent.core.config.ArtifactSettings attribute) embeddings_cache_query_embeddings (sqldbagent.core.config.AppSettings attribute) embeddings_dimensions (sqldbagent.core.config.AppSettings attribute) embeddings_model (sqldbagent.core.config.AppSettings attribute) embeddings_provider (sqldbagent.core.config.AppSettings attribute) EmbeddingSettings (class in sqldbagent.core.config) enable_human_in_the_loop (sqldbagent.core.config.AgentSettings attribute) enable_prompt_enhancements (sqldbagent.core.config.AgentSettings attribute) enable_summarization_middleware (sqldbagent.core.config.AgentSettings attribute) enable_todo_middleware (sqldbagent.core.config.AgentSettings attribute) endpoint (sqldbagent.core.config.LangSmithSettings attribute) engine (sqldbagent.core.bootstrap.ServiceContainer attribute) ensure_retrieval_index() (sqldbagent.dashboard.service.DashboardChatService method) entity_kind (sqldbagent.core.models.profile.TableProfileModel attribute) env (sqldbagent.core.config.AppSettings attribute) exact_unique_counts (sqldbagent.core.config.ProfilingSettings attribute) example_questions (sqldbagent.dashboard.models.ChatSessionModel attribute) explore_prompt_bundle_context() (sqldbagent.dashboard.service.DashboardChatService method) expression (sqldbagent.core.models.catalog.CheckConstraintModel attribute) F foreign_keys (sqldbagent.core.models.catalog.TableModel attribute) ForeignKeyModel (class in sqldbagent.core.models.catalog) format_version (sqldbagent.snapshot.models.SnapshotBundleModel attribute) G get_datasource() (sqldbagent.core.config.AppSettings method) get_unique_values() (sqldbagent.profile.service.SQLAlchemyProfilingService method) guard() (sqldbagent.safety.guard.QueryGuardService method) H HashEmbeddings (class in sqldbagent.retrieval.embeddings) host (sqldbagent.core.config.MCPSettings attribute) I include_in_system_prompt (sqldbagent.core.config.AgentMemorySettings attribute) include_latest_snapshot_context (sqldbagent.core.config.AgentSettings attribute) index_latest_schema_snapshot() (sqldbagent.retrieval.service.SnapshotRetrievalService method) index_snapshot_bundle() (sqldbagent.retrieval.service.SnapshotRetrievalService method) indexes (sqldbagent.core.models.catalog.TableModel attribute) IndexModel (class in sqldbagent.core.models.catalog) inspect_database() (sqldbagent.introspect.base.InspectionService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) inspect_schema() (sqldbagent.introspect.base.InspectionService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) inspect_server() (sqldbagent.introspect.base.InspectionService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) InspectionService (class in sqldbagent.introspect.base) inspector (sqldbagent.core.bootstrap.ServiceContainer attribute) inventory_path (sqldbagent.snapshot.service.SnapshotService property) is_langsmith_tracing_enabled() (in module sqldbagent.adapters.langgraph.observability) K kind (sqldbagent.dashboard.models.ChatMessageModel attribute) L label (sqldbagent.dashboard.models.DashboardTurnProgressModel attribute) langsmith (sqldbagent.core.config.AppSettings attribute) langsmith_api_key (sqldbagent.core.config.AppSettings attribute) langsmith_endpoint (sqldbagent.core.config.AppSettings attribute) langsmith_project (sqldbagent.core.config.AppSettings attribute) langsmith_tags (sqldbagent.core.config.AppSettings attribute) langsmith_tracing (sqldbagent.core.config.AppSettings attribute) langsmith_tracing_context() (in module sqldbagent.adapters.langgraph.observability) langsmith_workspace_id (sqldbagent.core.config.AppSettings attribute) LangSmithSettings (class in sqldbagent.core.config) last_assistant_message (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) last_user_message (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) latest_snapshot_id (sqldbagent.dashboard.models.ChatSessionModel attribute) (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) latest_snapshot_summary (sqldbagent.dashboard.models.ChatSessionModel attribute) left_content_hash (sqldbagent.snapshot.models.SnapshotDiffModel attribute) left_snapshot_id (sqldbagent.snapshot.models.SnapshotDiffModel attribute) lint() (sqldbagent.safety.guard.QueryGuardService method) list_databases() (sqldbagent.introspect.base.InspectionService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) list_saved_snapshots() (sqldbagent.snapshot.service.SnapshotService static method) list_schemas() (sqldbagent.introspect.base.InspectionService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) list_tables() (sqldbagent.introspect.base.InspectionService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) list_threads() (sqldbagent.dashboard.service.DashboardChatService method) list_views() (sqldbagent.introspect.base.InspectionService method) (sqldbagent.introspect.service.SQLAlchemyInspectionService method) llm (sqldbagent.core.config.AppSettings attribute) llm_default_model (sqldbagent.core.config.AppSettings attribute) llm_default_provider (sqldbagent.core.config.AppSettings attribute) llm_reasoning_effort (sqldbagent.core.config.AppSettings attribute) LLMSettings (class in sqldbagent.core.config) load_latest_saved_snapshot() (sqldbagent.snapshot.service.SnapshotService method) load_latest_snapshot() (sqldbagent.snapshot.service.SnapshotService static method) load_latest_snapshot_bundle() (in module sqldbagent.core.agent_context) load_manifest() (sqldbagent.retrieval.service.SnapshotRetrievalService static method) load_saved_manifest() (sqldbagent.retrieval.service.SnapshotRetrievalService method) load_settings() (in module sqldbagent.core.config) load_snapshot() (sqldbagent.snapshot.service.SnapshotService static method) load_thread() (sqldbagent.dashboard.service.DashboardChatService method) log_level (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.MCPSettings attribute) M manifest_dir (sqldbagent.retrieval.service.SnapshotRetrievalService property) manifest_path() (sqldbagent.retrieval.service.SnapshotRetrievalService method) max_model_calls_per_run (sqldbagent.core.config.AgentSettings attribute) max_overflow (sqldbagent.core.config.PoolSettings attribute) max_rows (sqldbagent.core.config.SafetySettings attribute) (sqldbagent.safety.models.QueryGuardResult attribute) max_sample_size (sqldbagent.core.config.ProfilingSettings attribute) max_tool_calls_per_run (sqldbagent.core.config.AgentSettings attribute) max_value (sqldbagent.core.models.profile.ColumnProfileModel attribute) mcp (sqldbagent.core.config.AppSettings attribute) MCPSettings (class in sqldbagent.core.config) memory (sqldbagent.core.config.AgentSettings attribute) message_count (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) messages (sqldbagent.dashboard.models.ChatSessionModel attribute) metadata (sqldbagent.retrieval.models.RetrievedDocumentModel attribute) metadata_changed (sqldbagent.snapshot.models.TableDiffModel attribute) min_value (sqldbagent.core.models.profile.ColumnProfileModel attribute) model (sqldbagent.core.config.EmbeddingSettings attribute) model_config (sqldbagent.core.config.AgentCheckpointSettings attribute) (sqldbagent.core.config.AgentMemorySettings attribute) (sqldbagent.core.config.AgentSettings attribute) (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.ArtifactSettings attribute) (sqldbagent.core.config.DatasourceSettings attribute) (sqldbagent.core.config.EmbeddingSettings attribute) (sqldbagent.core.config.LangSmithSettings attribute) (sqldbagent.core.config.LLMSettings attribute) (sqldbagent.core.config.MCPSettings attribute) (sqldbagent.core.config.PoolSettings attribute) (sqldbagent.core.config.ProfilingSettings attribute) (sqldbagent.core.config.RetrievalSettings attribute) (sqldbagent.core.config.SafetySettings attribute) (sqldbagent.core.models.catalog.CheckConstraintModel attribute) (sqldbagent.core.models.catalog.ColumnModel attribute) (sqldbagent.core.models.catalog.DatabaseModel attribute) (sqldbagent.core.models.catalog.ForeignKeyModel attribute) (sqldbagent.core.models.catalog.IndexModel attribute) (sqldbagent.core.models.catalog.RelationshipEdgeModel attribute) (sqldbagent.core.models.catalog.SchemaModel attribute) (sqldbagent.core.models.catalog.ServerModel attribute) (sqldbagent.core.models.catalog.TableModel attribute) (sqldbagent.core.models.catalog.UniqueConstraintModel attribute) (sqldbagent.core.models.catalog.ViewModel attribute) (sqldbagent.core.models.profile.ColumnProfileModel attribute) (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) (sqldbagent.core.models.profile.TableProfileModel attribute) (sqldbagent.dashboard.models.ChatMessageModel attribute) (sqldbagent.dashboard.models.ChatSessionModel attribute) (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) (sqldbagent.dashboard.models.DashboardTurnProgressModel attribute) (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) (sqldbagent.retrieval.models.RetrievalResultModel attribute) (sqldbagent.retrieval.models.RetrievedDocumentModel attribute) (sqldbagent.safety.models.QueryGuardResult attribute) (sqldbagent.snapshot.models.SnapshotBundleModel attribute) (sqldbagent.snapshot.models.SnapshotDiffModel attribute) (sqldbagent.snapshot.models.SnapshotInventoryEntryModel attribute) (sqldbagent.snapshot.models.SnapshotRequestModel attribute) (sqldbagent.snapshot.models.TableDiffModel attribute) module sqldbagent.adapters.langgraph.agent sqldbagent.adapters.langgraph.middleware sqldbagent.adapters.langgraph.observability sqldbagent.core.agent_context sqldbagent.core.bootstrap sqldbagent.core.config sqldbagent.core.models.catalog sqldbagent.core.models.profile sqldbagent.dashboard.models sqldbagent.dashboard.service sqldbagent.introspect.base sqldbagent.introspect.service sqldbagent.profile.service sqldbagent.retrieval.embeddings sqldbagent.retrieval.models sqldbagent.retrieval.service sqldbagent.safety.execution sqldbagent.safety.guard sqldbagent.safety.models sqldbagent.snapshot.models sqldbagent.snapshot.service mssql_database (sqldbagent.core.config.AppSettings attribute) mssql_driver (sqldbagent.core.config.AppSettings attribute) mssql_host (sqldbagent.core.config.AppSettings attribute) mssql_password (sqldbagent.core.config.AppSettings attribute) mssql_port (sqldbagent.core.config.AppSettings attribute) mssql_user (sqldbagent.core.config.AppSettings attribute) N name (sqldbagent.core.config.AgentSettings attribute) (sqldbagent.core.config.DatasourceSettings attribute) (sqldbagent.core.models.catalog.CheckConstraintModel attribute) (sqldbagent.core.models.catalog.ColumnModel attribute) (sqldbagent.core.models.catalog.DatabaseModel attribute) (sqldbagent.core.models.catalog.ForeignKeyModel attribute) (sqldbagent.core.models.catalog.IndexModel attribute) (sqldbagent.core.models.catalog.SchemaModel attribute) (sqldbagent.core.models.catalog.TableModel attribute) (sqldbagent.core.models.catalog.UniqueConstraintModel attribute) (sqldbagent.core.models.catalog.ViewModel attribute) (sqldbagent.core.models.profile.ColumnProfileModel attribute) (sqldbagent.dashboard.models.ChatMessageModel attribute) namespace_prefix (sqldbagent.core.config.AgentMemorySettings attribute) new_thread_id() (sqldbagent.dashboard.service.DashboardChatService static method) non_null_count (sqldbagent.core.models.profile.ColumnProfileModel attribute) (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) normalized_sql (sqldbagent.safety.models.QueryGuardResult attribute) null_count (sqldbagent.core.models.profile.ColumnProfileModel attribute) (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) null_ratio (sqldbagent.core.models.profile.ColumnProfileModel attribute) nullable (sqldbagent.core.models.catalog.ColumnModel attribute) O observability (sqldbagent.dashboard.models.ChatSessionModel attribute) openai_api_key (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.LLMSettings attribute) openai_base_url (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.LLMSettings attribute) original_sql (sqldbagent.safety.models.QueryGuardResult attribute) P page_content (sqldbagent.retrieval.models.RetrievedDocumentModel attribute) path (sqldbagent.core.config.MCPSettings attribute) (sqldbagent.snapshot.models.SnapshotInventoryEntryModel attribute) phase (sqldbagent.dashboard.models.DashboardTurnProgressModel attribute) pipeline (sqldbagent.core.config.AgentCheckpointSettings attribute) (sqldbagent.core.config.AgentMemorySettings attribute) pool (sqldbagent.core.config.DatasourceSettings attribute) PoolSettings (class in sqldbagent.core.config) port (sqldbagent.core.config.MCPSettings attribute) postgres_db (sqldbagent.core.config.AppSettings attribute) postgres_demo_db (sqldbagent.core.config.AppSettings attribute) postgres_demo_host (sqldbagent.core.config.AppSettings attribute) postgres_demo_password (sqldbagent.core.config.AppSettings attribute) postgres_demo_port (sqldbagent.core.config.AppSettings attribute) postgres_demo_user (sqldbagent.core.config.AppSettings attribute) postgres_host (sqldbagent.core.config.AppSettings attribute) postgres_password (sqldbagent.core.config.AppSettings attribute) postgres_port (sqldbagent.core.config.AppSettings attribute) postgres_url (sqldbagent.core.config.AgentCheckpointSettings attribute) (sqldbagent.core.config.AgentMemorySettings attribute) postgres_user (sqldbagent.core.config.AppSettings attribute) primary_key (sqldbagent.core.models.catalog.TableModel attribute) profile_changed (sqldbagent.snapshot.models.TableDiffModel attribute) profile_table() (sqldbagent.profile.service.SQLAlchemyProfilingService method) profiler (sqldbagent.core.bootstrap.ServiceContainer attribute) profiles (sqldbagent.snapshot.models.SnapshotBundleModel attribute) profiling (sqldbagent.core.config.AppSettings attribute) ProfilingSettings (class in sqldbagent.core.config) project (sqldbagent.core.config.LangSmithSettings attribute) prompt_bundle (sqldbagent.dashboard.models.ChatSessionModel attribute) prompt_enhancements_dir (sqldbagent.core.config.ArtifactSettings attribute) prompt_service (sqldbagent.core.bootstrap.ServiceContainer attribute) prompts_dir (sqldbagent.core.config.ArtifactSettings attribute) provider (sqldbagent.core.config.EmbeddingSettings attribute) Q qdrant_api_key (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.RetrievalSettings attribute) qdrant_grpc_port (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.RetrievalSettings attribute) qdrant_prefer_grpc (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.RetrievalSettings attribute) qdrant_url (sqldbagent.core.config.AppSettings attribute) (sqldbagent.core.config.RetrievalSettings attribute) query (sqldbagent.retrieval.models.RetrievalResultModel attribute) query_guard (sqldbagent.core.bootstrap.ServiceContainer attribute) query_service (sqldbagent.core.bootstrap.ServiceContainer attribute) QueryGuardResult (class in sqldbagent.safety.models) QueryGuardService (class in sqldbagent.safety.guard) R read_only (sqldbagent.core.config.SafetySettings attribute) reasoning_effort (sqldbagent.core.config.LLMSettings attribute) reasons (sqldbagent.safety.models.QueryGuardResult attribute) referenced_schemas (sqldbagent.safety.models.QueryGuardResult attribute) referenced_tables (sqldbagent.safety.models.QueryGuardResult attribute) referred_columns (sqldbagent.core.models.catalog.ForeignKeyModel attribute) referred_schema (sqldbagent.core.models.catalog.ForeignKeyModel attribute) referred_table (sqldbagent.core.models.catalog.ForeignKeyModel attribute) refresh_prompt_bundle_context() (sqldbagent.dashboard.service.DashboardChatService method) regenerate (sqldbagent.snapshot.models.SnapshotBundleModel attribute) related_tables (sqldbagent.core.models.profile.TableProfileModel attribute) relationship_count (sqldbagent.core.models.profile.TableProfileModel attribute) relationship_edges (sqldbagent.snapshot.models.SnapshotBundleModel attribute) RelationshipEdgeModel (class in sqldbagent.core.models.catalog) relationships (sqldbagent.core.models.profile.TableProfileModel attribute) removed_columns (sqldbagent.snapshot.models.TableDiffModel attribute) removed_relationships (sqldbagent.snapshot.models.SnapshotDiffModel attribute) removed_tables (sqldbagent.snapshot.models.SnapshotDiffModel attribute) removed_views (sqldbagent.snapshot.models.SnapshotDiffModel attribute) render_prompt_markdown() (sqldbagent.dashboard.service.DashboardChatService method) resolve_datasource_name() (sqldbagent.core.config.AppSettings method) resolve_default_datasource_name() (sqldbagent.core.config.AppSettings method) retrieval (sqldbagent.core.config.AppSettings attribute) retrieval_manifest (sqldbagent.dashboard.models.ChatSessionModel attribute) retrieval_service (sqldbagent.core.bootstrap.ServiceContainer attribute) RetrievalIndexManifestModel (class in sqldbagent.retrieval.models) RetrievalResultModel (class in sqldbagent.retrieval.models) RetrievalSettings (class in sqldbagent.core.config) retrieve() (sqldbagent.retrieval.service.SnapshotRetrievalService method) RetrievedDocumentModel (class in sqldbagent.retrieval.models) right_content_hash (sqldbagent.snapshot.models.SnapshotDiffModel attribute) right_snapshot_id (sqldbagent.snapshot.models.SnapshotDiffModel attribute) role (sqldbagent.dashboard.models.ChatMessageModel attribute) root_dir (sqldbagent.core.config.ArtifactSettings attribute) row_count (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) (sqldbagent.core.models.profile.TableProfileModel attribute) row_count_exact (sqldbagent.core.models.profile.TableProfileModel attribute) row_limit_applied (sqldbagent.safety.models.QueryGuardResult attribute) run() (sqldbagent.safety.execution.SafeQueryService method) run_async() (sqldbagent.safety.execution.SafeQueryService method) run_safe_query() (sqldbagent.dashboard.service.DashboardChatService method) run_turn() (sqldbagent.dashboard.service.DashboardChatService method) S SafeQueryService (class in sqldbagent.safety.execution) safety (sqldbagent.core.config.DatasourceSettings attribute) SafetySettings (class in sqldbagent.core.config) sample_rows (sqldbagent.core.models.profile.TableProfileModel attribute) sample_size (sqldbagent.snapshot.models.SnapshotRequestModel attribute) sample_table() (sqldbagent.profile.service.SQLAlchemyProfilingService method) sample_values (sqldbagent.core.models.profile.ColumnProfileModel attribute) save_snapshot() (sqldbagent.snapshot.service.SnapshotService method) schema_metadata (sqldbagent.snapshot.models.SnapshotBundleModel attribute) schema_name (sqldbagent.core.models.catalog.TableModel attribute) (sqldbagent.core.models.catalog.ViewModel attribute) (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) (sqldbagent.core.models.profile.TableProfileModel attribute) (sqldbagent.dashboard.models.ChatSessionModel attribute) (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) (sqldbagent.retrieval.models.RetrievalResultModel attribute) (sqldbagent.snapshot.models.SnapshotInventoryEntryModel attribute) (sqldbagent.snapshot.models.SnapshotRequestModel attribute) SchemaModel (class in sqldbagent.core.models.catalog) schemas (sqldbagent.core.models.catalog.DatabaseModel attribute) (sqldbagent.core.models.catalog.ServerModel attribute) score (sqldbagent.retrieval.models.RetrievedDocumentModel attribute) score_threshold (sqldbagent.core.config.RetrievalSettings attribute) ServerModel (class in sqldbagent.core.models.catalog) ServiceContainer (class in sqldbagent.core.bootstrap) settings (sqldbagent.core.bootstrap.ServiceContainer attribute) show_banner (sqldbagent.core.config.MCPSettings attribute) size (sqldbagent.core.config.PoolSettings attribute) snapshot_dir (sqldbagent.snapshot.service.SnapshotService property) snapshot_id (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) (sqldbagent.retrieval.models.RetrievalResultModel attribute) (sqldbagent.snapshot.models.SnapshotBundleModel attribute) (sqldbagent.snapshot.models.SnapshotInventoryEntryModel attribute) SnapshotBundleModel (class in sqldbagent.snapshot.models) SnapshotDiffModel (class in sqldbagent.snapshot.models) SnapshotInventoryEntryModel (class in sqldbagent.snapshot.models) SnapshotRequestModel (class in sqldbagent.snapshot.models) SnapshotRetrievalService (class in sqldbagent.retrieval.service) snapshots_dir (sqldbagent.core.config.ArtifactSettings attribute) SnapshotService (class in sqldbagent.snapshot.service) snapshotter (sqldbagent.core.bootstrap.ServiceContainer attribute) source_columns (sqldbagent.core.models.catalog.RelationshipEdgeModel attribute) source_schema (sqldbagent.core.models.catalog.RelationshipEdgeModel attribute) source_table (sqldbagent.core.models.catalog.RelationshipEdgeModel attribute) SQLAlchemyInspectionService (class in sqldbagent.introspect.service) SQLAlchemyProfilingService (class in sqldbagent.profile.service) sqldbagent.adapters.langgraph.agent module sqldbagent.adapters.langgraph.middleware module sqldbagent.adapters.langgraph.observability module sqldbagent.core.agent_context module sqldbagent.core.bootstrap module sqldbagent.core.config module sqldbagent.core.models.catalog module sqldbagent.core.models.profile module sqldbagent.dashboard.models module sqldbagent.dashboard.service module sqldbagent.introspect.base module sqldbagent.introspect.service module sqldbagent.profile.service module sqldbagent.retrieval.embeddings module sqldbagent.retrieval.models module sqldbagent.retrieval.service module sqldbagent.safety.execution module sqldbagent.safety.guard module sqldbagent.safety.models module sqldbagent.snapshot.models module sqldbagent.snapshot.service module sqlite_path (sqldbagent.core.config.AppSettings attribute) stateless_http (sqldbagent.core.config.MCPSettings attribute) statement_timeout_seconds (sqldbagent.core.config.SafetySettings attribute) statement_type (sqldbagent.safety.models.QueryGuardResult attribute) status (sqldbagent.dashboard.models.ChatMessageModel attribute) storage_bytes (sqldbagent.core.models.profile.TableProfileModel attribute) storage_scope (sqldbagent.core.models.profile.TableProfileModel attribute) storage_source (sqldbagent.core.models.profile.TableProfileModel attribute) summarization_keep_messages (sqldbagent.core.config.AgentSettings attribute) summarization_model (sqldbagent.core.config.AgentSettings attribute) summarization_trigger_fraction (sqldbagent.core.config.AgentSettings attribute) summary (sqldbagent.core.models.catalog.CheckConstraintModel attribute) (sqldbagent.core.models.catalog.ColumnModel attribute) (sqldbagent.core.models.catalog.DatabaseModel attribute) (sqldbagent.core.models.catalog.ForeignKeyModel attribute) (sqldbagent.core.models.catalog.IndexModel attribute) (sqldbagent.core.models.catalog.RelationshipEdgeModel attribute) (sqldbagent.core.models.catalog.SchemaModel attribute) (sqldbagent.core.models.catalog.ServerModel attribute) (sqldbagent.core.models.catalog.TableModel attribute) (sqldbagent.core.models.catalog.UniqueConstraintModel attribute) (sqldbagent.core.models.catalog.ViewModel attribute) (sqldbagent.core.models.profile.ColumnProfileModel attribute) (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) (sqldbagent.core.models.profile.TableProfileModel attribute) (sqldbagent.retrieval.models.RetrievalIndexManifestModel attribute) (sqldbagent.retrieval.models.RetrievalResultModel attribute) (sqldbagent.retrieval.models.RetrievedDocumentModel attribute) (sqldbagent.safety.models.QueryGuardResult attribute) (sqldbagent.snapshot.models.SnapshotBundleModel attribute) (sqldbagent.snapshot.models.SnapshotDiffModel attribute) (sqldbagent.snapshot.models.SnapshotInventoryEntryModel attribute) (sqldbagent.snapshot.models.TableDiffModel attribute) supports_async_queries() (sqldbagent.dashboard.service.DashboardChatService method) T table_name (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) (sqldbagent.core.models.profile.TableProfileModel attribute) (sqldbagent.retrieval.models.RetrievalResultModel attribute) (sqldbagent.snapshot.models.TableDiffModel attribute) TableDiffModel (class in sqldbagent.snapshot.models) TableModel (class in sqldbagent.core.models.catalog) TableProfileModel (class in sqldbagent.core.models.profile) tables (sqldbagent.core.models.catalog.SchemaModel attribute) tags (sqldbagent.core.config.LangSmithSettings attribute) target_columns (sqldbagent.core.models.catalog.RelationshipEdgeModel attribute) target_schema (sqldbagent.core.models.catalog.RelationshipEdgeModel attribute) target_table (sqldbagent.core.models.catalog.RelationshipEdgeModel attribute) thread_id (sqldbagent.dashboard.models.ChatSessionModel attribute) (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) timeout_seconds (sqldbagent.core.config.PoolSettings attribute) tool_call_digest (sqldbagent.dashboard.models.ChatSessionModel attribute) tool_call_digest_limit (sqldbagent.core.config.AgentSettings attribute) top_values (sqldbagent.core.models.profile.ColumnProfileModel attribute) tracing (sqldbagent.core.config.LangSmithSettings attribute) transport (sqldbagent.core.config.MCPSettings attribute) truncated (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) U unique (sqldbagent.core.models.catalog.IndexModel attribute) unique_constraints (sqldbagent.core.models.catalog.TableModel attribute) unique_ratio (sqldbagent.core.models.profile.ColumnProfileModel attribute) unique_value_count (sqldbagent.core.models.profile.ColumnProfileModel attribute) (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) UniqueConstraintModel (class in sqldbagent.core.models.catalog) update_prompt_bundle_enhancement() (sqldbagent.dashboard.service.DashboardChatService method) update_thread_display_name() (sqldbagent.dashboard.service.DashboardChatService method) updated_at (sqldbagent.dashboard.models.DashboardThreadEntryModel attribute) url (sqldbagent.core.config.DatasourceSettings attribute) use_mmr (sqldbagent.core.config.RetrievalSettings attribute) V validate_datasource_aliases() (sqldbagent.core.config.AppSettings class method) validate_name() (sqldbagent.core.config.DatasourceSettings class method) validate_tags() (sqldbagent.core.config.LangSmithSettings class method) validate_unique_datasources() (sqldbagent.core.config.AppSettings class method) values (sqldbagent.core.models.profile.ColumnUniqueValuesModel attribute) vectorstores_dir (sqldbagent.core.config.ArtifactSettings attribute) ViewModel (class in sqldbagent.core.models.catalog) views (sqldbagent.core.models.catalog.SchemaModel attribute) W warnings (sqldbagent.safety.models.QueryGuardResult attribute) workspace_id (sqldbagent.core.config.LangSmithSettings attribute) write_async_engine (sqldbagent.core.bootstrap.ServiceContainer attribute) write_engine (sqldbagent.core.bootstrap.ServiceContainer attribute)