Man pages for aisdk
Unified Interface for AI Model Providers
| agent | Agent Class |
| agent_evals | Performance & Benchmarking: Agent Evals |
| agent_library | Agent Library: Built-in Agent Specialists |
| agent_registry | Agent Registry: Agent Storage and Lookup |
| AgentRegistry | AgentRegistry Class |
| aisdk-package | aisdk: AI SDK for R |
| analyze_image | Analyze Image |
| analyze_tool_failures | Analyze Tool Failures |
| annotate_model_capabilities | Annotate model capabilities based on ID |
| AnthropicLanguageModel | Anthropic Language Model Class |
| AnthropicProvider | Anthropic Provider Class |
| api_diagnostics | API Diagnostics |
| ask_ai | Ask aisdk About Recent R Context |
| as_preview_text | Render a Compact Preview String |
| auth_hook | Human-in-the-Loop Authorization |
| auto_fix | Autonomous Data Science Pipelines |
| AUTO_FIX_SYSTEM_PROMPT | System Prompt for Auto-Fix |
| build_console_system_prompt | Build Console System Prompt |
| build_fix_prompt | Build Fix Prompt |
| cache | Caching System |
| cache_tool | Cache Tool |
| call_object_accessor | Call an Object Accessor by Candidate Function Names |
| capability_models | Capability Model Routes |
| CaptureRenderer | Capturing Agent Output Renderer |
| capture_r_execution | Capture the output, messages, and value of evaluating an... |
| capture_traceback | Capture Traceback |
| ChatSession | ChatSession Class |
| check_api | Connect and Diagnose API Reachability |
| check_ast_safety | Check AST Safety |
| check_sdk_compatibility | Check SDK Version Compatibility |
| clear_capability_model | Clear Capability Model |
| clear_error_context | Clear Error Context for ask_ai() |
| collect_ai_context | Collect Context for 'ask_ai()' |
| compat | Compatibility Layer: Feature Flags and Migration Support |
| computer | Computer Class |
| config_model | Model Configuration Files |
| console | Console Chat: Interactive REPL |
| console_agent | Console Agent: Intelligent Terminal Assistant |
| console_app | Console App State Helpers |
| console_chat | Start Console Chat |
| console_check_tool_failures | Disabled Console Tool Failure Prompt |
| console_confirm | Console Confirmation Prompt |
| console_frame | Console Frame Helpers |
| console_input | Console Text Input |
| console_menu | Console Interactive Menu |
| console_persona | Console Persona Helpers |
| console_setup | Console Setup Helpers |
| console_utils | Console Utility Functions |
| content_blocks | Provider-Neutral Content Blocks |
| content_image | Create Image Content |
| content_text | Create Text Content |
| content_translation | Content Translation Helpers |
| context | Context Management |
| context_budget | Adaptive Context Budget Helpers |
| context_collectors | Context State Collectors |
| context_get | Get Session Context by Handle |
| context_management | Context Management Configuration |
| context_search | Search Session Context |
| core_api | Core API: High-Level Functions |
| core_object | Core Object API: Structured Output Generation |
| create_agent | Create an Agent |
| create_agent_registry | Create an Agent Registry |
| create_anthropic | Create Anthropic Provider |
| create_ask_user_tool | Create an ask_user Tool |
| create_auto_skill_registry | Build a skill registry by auto-discovering skills under a... |
| create_capture_renderer | Create a capturing agent-output renderer |
| create_chat_session | Create a Chat Session |
| create_coder_agent | Create a CoderAgent |
| create_computer_tools | Create Computer Tools |
| create_console_agent | Create Console Agent |
| create_console_tools | Create Console Tools |
| create_context_management_config | Create Context Management Configuration |
| create_context_query_tools | Create Context Query Tools |
| create_custom_provider | Create a custom provider |
| create_data_agent | Create a DataAgent |
| create_default_semantic_adapter_registry | Create the Default Semantic Adapter Registry |
| create_delegate_tool | Create a Delegate Tool for an Agent |
| create_embeddings | Create Embeddings |
| create_env_agent | Create an EnvAgent |
| create_file_agent | Create a FileAgent |
| create_gemini | Create Gemini Provider |
| create_hooks | Create Hooks |
| create_invalid_tool_handler | Create Invalid Tool Handler |
| create_null_renderer | Create a null (no-op) agent-output renderer |
| create_openai | Create OpenAI Provider |
| create_permission_hook | Create Permission Hook |
| create_planner_agent | Create a PlannerAgent |
| create_r_code_tool | Create R Code Interpreter Tool |
| create_r_context_tools | Create R Context Tools |
| create_r_introspect_tools | Create R Introspection Tools |
| create_sandbox_system_prompt | Create Sandbox System Prompt |
| create_schema_from_func | Create Schema from Function |
| create_semantic_adapter | Create a Semantic Adapter |
| create_semantic_adapter_registry | Create a Semantic Adapter Registry |
| create_session | Create Session (Compatibility Wrapper) |
| create_shared_session | Create a Shared Session |
| create_skill_architect_agent | Create a SkillArchitect Agent |
| create_skill_registry | Create a Skill Registry |
| create_skill_tools | Create Skill Tools |
| create_standard_registry | Create Standard Agent Registry |
| create_stream_renderer | Create a Stream Renderer (cli / terminal backend) |
| create_telemetry | Create Telemetry |
| create_visualizer_agent | Create a VisualizerAgent |
| create_z_ggtree | Create Schema for ggtree Function |
| debug_log | Debug Log Helper |
| default_skill_roots | Default Skill Roots |
| deprecation_warning | Deprecation Warning Helper |
| describe_semantic_object | Describe an Object Semantically |
| dot-sdk_features | SDK Feature Flags |
| edit_image | Edit Images |
| EmbeddingModelV1 | Embedding Model V1 (Abstract Base Class) |
| enable_api_tests | Check if API tests should be enabled |
| execute_tool_calls | Execute Tool Calls |
| expect_llm_pass | Expect LLM Pass |
| expect_no_hallucination | Expect No Hallucination |
| expect_tool_selection | Expect Tool Selection |
| extension_runtime | Console Extension Runtime |
| extract_code_from_response | Extract Code from LLM Response |
| extract_from_image | Extract Structured Data From Image |
| fetch_api_models | Fetch available models from API provider |
| find_closest_match | Find Closest Match |
| find_tool | Find Tool by Name |
| format_captured_execution | Format a captured execution result as text |
| GeminiImageModel | Gemini Image Model Class |
| GeminiLanguageModel | Gemini Language Model Class |
| GeminiProvider | Gemini Provider Class |
| generate_fix | Generate Fix |
| generate_hypothesis | Generate Hypothesis |
| generate_image | Generate Images |
| GenerateImageResult | Generate Image Result |
| generate_model_docs | Generate Document Strings for Models |
| GenerateResult | Generate Result |
| generate_stable_id | Generate a stable, content-derived identifier |
| generate_text | Generate Text |
| generate_verification_hypothesis | Generate Verification Hypothesis |
| get_anthropic_base_url | Get Anthropic base URL from environment |
| get_anthropic_model | Get Anthropic model name from environment |
| get_anthropic_model_id | Get Anthropic model ID from environment |
| get_capability_model | Get Capability Model |
| get_context_management_config | Get Context Management Configuration |
| get_default_registry | Get Default Registry |
| get_last_error_for_tool | Get Last Error for Tool |
| get_memory | Get or Create Global Memory |
| get_model | Get Default Model |
| get_model_info | Get Full Model Info |
| get_model_options | Get Default Model Runtime Options |
| get_openai_base_url | Get OpenAI Base URL from environment |
| get_openai_embedding_model | Get OpenAI Embedding Model from environment |
| get_openai_model | Get OpenAI Model from environment |
| get_openai_model_id | Get OpenAI Model ID from environment |
| get_or_create_semantic_adapter_registry | Get or Create a Semantic Adapter Registry |
| get_param_docs | Look up a function's parameter documentation |
| get_r_context | Get R Context |
| get_r_documentation | Get R Documentation |
| get_r_source | Get R Source |
| get_semantic_adapter_registry | Get a Semantic Adapter Registry |
| get_semantic_workflow_hint | Get a Semantic Workflow Hint |
| has_api_key | Check if specific provider key is available |
| HookHandler | Hook Handler |
| hooks | Hooks System |
| hypothesis_fix_verify | Hypothesis-Fix-Verify Loop |
| image_api | Image APIs |
| image_model | Image Model Utilities |
| ImageModelV1 | Image Model V1 (Abstract Base Class) |
| input_image | Create Input Image Block |
| input_text | Create Input Text Block |
| inspect_r_function | Inspect an R Function |
| inspect_r_object | Inspect a Live R Object |
| is_semantic_class | Check Whether an Object Belongs to a Semantic Class |
| LanguageModelV1 | Language Model V1 (Abstract Base Class) |
| list_capability_models | List Capability Models |
| list_context_handles | List Available Context Handles |
| list_get_exact | Exact (non-partial) list element lookup by name |
| list_models | List Models for Provider |
| list_r_objects | List Live R Objects |
| load_chat_session | Load a Chat Session |
| load_models_config | Load Models Configuration |
| map_anthropic_chunk | Map native Anthropic SSE event to aggregator calls |
| map_openai_chunk | Map OpenAI SSE chunk to aggregator calls |
| Middleware | Middleware (Base Class) |
| migrate_pattern | Migrate Legacy Code |
| model | Model Shortcut |
| model_defaults | Default Model Configuration |
| multimodal | Multimodal Helpers |
| normalize_content_blocks | Normalize content into a list of content blocks |
| object_peek | Peek at a Live R Object |
| ObjectStrategy | Object Strategy |
| openai_code_interpreter_tool | OpenAI built-in code_interpreter tool |
| openai_computer_use_tool | OpenAI built-in computer_use tool |
| OpenAIEmbeddingModel | OpenAI Embedding Model |
| openai_file_search_tool | OpenAI built-in file_search tool |
| openai_hosted_mcp_tool | OpenAI hosted MCP tool |
| OpenAIImageModel | OpenAI Image Model |
| OpenAILanguageModel | OpenAI Language Model Class |
| OpenAIProvider | OpenAI Provider Class |
| OpenAIResponsesLanguageModel | OpenAI Responses Language Model Class |
| openai_web_search_tool | OpenAI built-in web_search tool |
| OutputStrategy | Output Strategy Interface |
| parse_tool_arguments | Parse Tool Arguments |
| post_multipart_to_api | Post Multipart to API with Retry |
| post_to_api | Post to API with Retry |
| print.GenerateObjectResult | Print GenerateObjectResult |
| print_migration_guide | Print Migration Guide |
| print.z_schema | Print Method for z_schema |
| project_memory | Project Memory System |
| ProjectMemory | Project Memory Class |
| provider_anthropic | Anthropic Provider |
| provider_custom | Custom Provider Factory |
| provider_gemini | Gemini Provider |
| provider_openai | OpenAI Provider |
| ProviderRegistry | Provider Registry |
| r_context_tools | R Context Tools |
| register_json_coercion | Register a JSON coercion handler |
| register_provider | Register a Provider Factory |
| register_semantic_adapter | Register a Semantic Adapter |
| register_semantic_workflow_hint | Register a Semantic Workflow Hint |
| reload_env | Reload project-level environment variables |
| Renderer | Agent Output Renderer (UI-agnostic contract) |
| render_text | Render Markdown Text |
| repair_json_string | Repair JSON String |
| repair_tool_call | Repair Tool Call |
| request_authorization | Request User Authorization (HITL) |
| resolve_console_startup_model | Resolve the startup model from runtime defaults and... |
| resolve_model_for_capability | Resolve Model For Capability |
| resolve_r_binding | Resolve an R Binding |
| r_eval_subprocess | Run R code in an isolated subprocess with safety layers |
| r_introspect_tools | R Introspection Tools for Autonomous Debugging |
| run_state | Run State Helpers |
| safe_eval | Safe Eval with Timeout |
| safe_parse_json | Safe JSON Parser |
| safe_to_json | Safe Serialization to JSON |
| sandbox | R-Native Programmatic Sandbox |
| SandboxManager | SandboxManager Class |
| scan_skills | Scan for Skills |
| schema | Schema DSL: Lightweight JSON Schema Generator |
| schema_generator | Schema Generator |
| schema_to_json | Convert Schema to JSON |
| schema_to_list | Convert Schema to Plain List |
| sdk_clear_protected_vars | Reset the Variable Registry |
| sdk_feature | Get Feature Flag |
| sdk_get_var_metadata | Get Metadata for a Protected Variable |
| sdk_is_var_locked | Check if a Variable is Locked |
| sdk_list_features | List Feature Flags |
| sdk_protect_var | Protect a Variable from Agent Modification |
| sdk_reset_features | Reset Feature Flags |
| sdk_set_feature | Set Feature Flag |
| sdk_unprotect_var | Unprotect a Variable |
| semantic_adapter | Semantic Adapter Runtime |
| semantic_render_inspection | Render a detailed semantic inspection of an object |
| semantic_render_summary | Render a semantic summary of an object |
| session | Session Management: Stateful Chat Sessions |
| session_event_store | Console Session Event Store |
| set_capability_model | Set Capability Model |
| set_context_management_config | Set Context Management Configuration |
| set_model | Set Default Model |
| shared_session | SharedSession: Enhanced Multi-Agent Session Management |
| SharedSession | SharedSession Class |
| should_show_thinking | Check if thinking content should be shown |
| skill | Skill Class |
| skill_registry | Skill Registry: Scan and Manage Skills |
| SkillRegistry | SkillRegistry Class |
| spec_model | Specification Layer: Model Interfaces |
| sse_aggregator | SSE Stream Aggregator |
| SSEAggregator | SSEAggregator R6 Class |
| stdlib_agents | Standard Agent Library: Built-in Specialist Agents |
| strategy | Output Strategy System |
| stream_anthropic | Stream from Anthropic API |
| stream_from_api | Stream from API |
| stream_image | Stream Image Generation |
| stream_renderer | Stream Renderer: Enhanced CLI output |
| stream_responses_api | Stream from Responses API |
| stream_text | Stream Text |
| sub_session_query | Run a Bounded Child Session |
| summarize_object | Summarize Object |
| telemetry | Telemetry Class |
| tool | Tool Class |
| tool_factory | Create a Tool |
| tool_result_message | Create Tool Result Message |
| to_snake_case | Convert to Snake Case |
| translate_message_content | Translate content blocks into a provider-specific payload |
| trim_context_preview | Trim text to a short preview for context display |
| update_provider_models | Update Provider Models |
| update_renviron | Update .Renviron with new values |
| utils_ast | AST Safety Analysis |
| utils_capture | Capture R Console Output |
| utils_cli | CLI Utils: Markdown and Tool Rendering |
| utils_env | Environment Configuration Utilities |
| utils_http | Utilities: HTTP and Retry Logic |
| utils_ids | Utilities: Stable IDs |
| utils_json | JSON Utilities |
| utils_middleware | Utilities: Middleware System |
| utils_models | Model List Management Utilities |
| utils_models_update | Model Synchronization Utilities |
| utils_registry | Utilities: Provider Registry |
| validate_model_messages | Validate messages against a model's multimodal capabilities |
| validate_semantic_action | Validate a semantic action against an object |
| variable_registry | Variable Registry |
| walk_ast | Walk an Abstract Syntax Tree |
| wrap_language_model | Wrap Language Model with Middleware |
| z_any | Create Any Schema |
| z_any_object | Schema builder for an object with arbitrary keys |
| z_array | Create Array Schema |
| z_boolean | Create Boolean Schema |
| z_dataframe | Create Dataframe Schema |
| z_describe | Describe Schema |
| z_empty_object | Create Empty Object Schema |
| z_enum | Create Enum Schema |
| z_integer | Create Integer Schema |
| z_number | Create Number Schema |
| z_object | Create Object Schema |
| z_string | Create String Schema |
