Functions — github.com/VRSEN/agency-swarm

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Functions3,224 in github.com/VRSEN/agency-swarm

⨍ Functions 3,224◇ Types & classes 524↳ Endpoints 46

↓ 497 callersMethodget

(self, name: str)

src/agency_swarm/tools/mcp_manager.py:210

↓ 484 callersMethodget

(self, name: str)

tests/test_agent_modules/test_mcp_manager.py:333

↓ 121 callersMethodget

(self, run_id: str)

src/agency_swarm/integrations/fastapi_utils/endpoint_handlers.py:586

↓ 85 callersFunctionapply_openai_client_config

Apply custom OpenAI client configuration to all agents in the agency. Creates a new AsyncOpenAI client with the provided base_url and/or api_key,

src/agency_swarm/integrations/fastapi_utils/endpoint_handlers.py:461

↓ 83 callersMethodget_response

Initiates an interaction with a specified agent within the agency. This method resolves the target agent, validates if it's a design

src/agency_swarm/agency/core.py:230

↓ 75 callersFunction_build_openclaw_config

(tmp_path: Path)

tests/integration/fastapi/_openclaw_test_support.py:12

↓ 73 callersMethodjson

(self)

tests/integration/tools/test_openapi_schema_agent.py:24

↓ 56 callersMethodpost

(self, url: str, *, headers: dict[str, str], json: dict[str, Any])

tests/integration/fastapi/test_openclaw_proxy_requests.py:126

↓ 53 callersFunctionhandler

({ themeColor })

src/agency_swarm/ui/demos/copilot/app/copilotkit/page.tsx:18

↓ 51 callersMethodget_all_messages

(self)

tests/integration/ui/test_compact_client_passthrough.py:139

↓ 51 callersFunctionrun_fastapi

Serve this agency via the FastAPI integration. Parameters ---------- host, port, app_token_env : str Standard FastAPI configurati

src/agency_swarm/agency/helpers.py:33

↓ 46 callersMethodensure_layout

(self)

src/agency_swarm/integrations/openclaw.py:334

↓ 46 callersMethodget

Helper method to access user_context fields with a default.

src/agency_swarm/context.py:57

↓ 45 callersMethodset

Helper method to set user_context fields.

src/agency_swarm/context.py:61

↓ 45 callersMethodwrite

(self, text: str)

src/agency_swarm/ui/demos/agentswarm_cli.py:389

↓ 43 callersMethodget_response

Runs the agent's turn in the conversation loop, handling both user and agent-to-agent interactions. This method serves as the primar

src/agency_swarm/agent/core.py:379

↓ 36 callersFunctionbuild_openrouter_chat_model

Build an OpenAI-compatible Chat Completions model for OpenRouter.

src/agency_swarm/utils/openrouter.py:122

↓ 36 callersMethodon_invoke_tool

(self, context, input_json: str)

tests/test_fastapi_utils_modules/test_tool_endpoints.py:40

↓ 34 callersMethodget_all_messages

Get all messages in the store. Returns: list[TResponseInputItem]: All messages in semantic order (insertion order)

src/agency_swarm/utils/thread.py:198

↓ 33 callersFunctionadd_agent_name_to_event

Non-destructively add agent/caller and attach run/call IDs to an event. - Does NOT overwrite existing `agent`/`callerAgent` (preserves SDK attrib

src/agency_swarm/streaming/utils.py:18

↓ 33 callersFunctionattach_openclaw_to_fastapi

Attach OpenClaw proxy routes and runtime lifecycle to a FastAPI app.

src/agency_swarm/integrations/openclaw.py:1227

↓ 32 callersFunction_build_message

( *, role: str | None, message_origin: str | None = None, parent_run_id: str | None = None,

tests/test_agent_modules/test_execution_streaming.py:4

↓ 32 callersMethodget_agent_runtime_state

Return the runtime state container for the specified agent.

src/agency_swarm/agency/core.py:224

↓ 29 callersFunction_field

(value: Any, key: str)

src/agency_swarm/utils/openrouter_reasoning.py:452

↓ 29 callersMethodrun

(self)

src/agency_swarm/tools/built_in/IPythonInterpreter.py:373

↓ 28 callersMethodget_response

( self, message, sender_name=None, context_override: dict[str, str] | None = N

tests/integration/fastapi/test_fastapi_user_context.py:51

↓ 28 callersMethodopenai_to_agui_events

Convert a single OpenAI Agents SDK *StreamEvent* into one or more AG-UI events.

src/agency_swarm/ui/core/agui_adapter.py:63

↓ 28 callersMethodrun

(self)

tests/test_agent_modules/test_base_tool.py:14

↓ 25 callersFunctioncreate_agent_template

Create an agent template with the specified structure. Returns ------- bool ``True`` when the template is created successfully, `

src/agency_swarm/utils/create_agent_template.py:9

↓ 23 callersFunctionload_cached_starter

( agent_name: str, starter: str, *, expected_fingerprint: str | None = None, )

src/agency_swarm/agent/conversation_starters_cache.py:291

↓ 22 callersFunction_serialize_value

(value: Any)

src/agency_swarm/agent/conversation_starters_cache.py:563

↓ 22 callersFunction_sleep_between_events

()

src/agency_swarm/agent/conversation_starters_streaming.py:643

↓ 22 callersMethodadd_message

Add a single message and trigger save. Args: message: The message to add

src/agency_swarm/utils/thread.py:151

↓ 22 callersMethodcreate_task

(self, coro: Any)

tests/test_agent_modules/test_mcp_manager.py:247

↓ 22 callersFunctionget_openrouter_model_name

Return the original ``openrouter/...`` model alias from a wrapped model.

src/agency_swarm/utils/openrouter.py:58

↓ 21 callersMethodget_conversation_history

(self, agent: str, caller_agent: str | None = None)

tests/test_agent_modules/test_execution_stream_persistence_fake_id.py:31

↓ 20 callersFunctioncompute_starter_cache_fingerprint

( agent: Agent, runtime_state: AgentRuntimeState | None = None, shared_instructions: str | None =

src/agency_swarm/agent/conversation_starters_cache.py:74

↓ 19 callersFunctionbuild_openclaw_responses_model

Build an OpenAIResponsesModel that targets the mounted OpenClaw proxy.

src/agency_swarm/integrations/openclaw.py:1314

↓ 19 callersFunctionget_usage_tracking_model_name

Extract the model name that should be used for usage pricing. Some proxy-backed models expose a stable public alias (for example ``openclaw:m

src/agency_swarm/utils/model_utils.py:40

↓ 19 callersFunctionmake_response_endpoint

( request_model, agency_factory: Callable[..., Agency], verify_token, allowed_local_dirs: Sequ

src/agency_swarm/integrations/fastapi_utils/endpoint_handlers.py:844

↓ 19 callersMethodopenai_to_message_output

(self, event: Any, recipient_agent: str)

src/agency_swarm/ui/core/console_event_adapter.py:78

↓ 19 callersMethodstart

Start watching for ESC key in background thread. Gracefully degrades in test environments where stdin is mocked.

src/agency_swarm/ui/demos/terminal.py:120

↓ 18 callersFunction_model_call_roles

(agent: Agent, run_config: RunConfig | None)

tests/test_fastapi_utils_modules/_codex_input_role_boundary_helpers.py:137

↓ 18 callersMethodrun

(self)

examples/tools.py:52

↓ 18 callersFunctionrun_mcp

Launch a FastMCP server exposing BaseTool and FunctionTool instances. Args: tools: List of BaseTool/FunctionTool classes or path to d

src/agency_swarm/integrations/mcp_server.py:68

↓ 17 callersMethodget_agent_context

Return the agency context for an agent, optionally with a run-scoped thread manager.

src/agency_swarm/agency/core.py:207

↓ 17 callersMethodget_all_messages

(self)

tests/test_agent_modules/test_execution_stream_persistence_fake_id.py:28

↓ 17 callersMethodget_response_stream

Initiates a streaming interaction with a specified agent within the agency. Returns a :class:`StreamingRunResponse` wrapper that mir

src/agency_swarm/agency/core.py:312

↓ 17 callersFunctionraw_event

(data_type: str, **kwargs)

tests/test_agent_modules/test_console_event_adapter.py:7

↓ 17 callersMethodrun

Returns a dict containing file metadata and any errors encountered.

src/agency_swarm/tools/built_in/PresentFiles.py:130

↓ 16 callersFunction_agency

(agent: object)

tests/test_fastapi_utils_modules/test_openai_hosted_tool_compat.py:7

↓ 16 callersMethodget_response_stream

( self, message, sender_name=None, context_override: dict[str, str | Streaming

tests/integration/fastapi/test_fastapi_user_context.py:94

↓ 16 callersMethodis_lock_active

Check if the one-call lock is currently active. Returns: Tuple of (is_active, owner_name)

src/agency_swarm/tools/concurrency.py:30

↓ 16 callersMethodprepare_history_for_runner

Prepare conversation history for the runner.

src/agency_swarm/messages/message_formatter.py:257

↓ 16 callersMethodreset

(self)

tests/integration/fastapi/test_fastapi_user_context.py:33

↓ 15 callersFunction_normalize_event

(normalizer: StreamIdNormalizer, event: Any)

src/agency_swarm/agent/conversation_starters_streaming.py:648

↓ 15 callersFunction_reasoning_details

()

tests/test_agent_modules/test_openrouter_reasoning.py:999

↓ 15 callersMethodadd_messages

(self, messages: list[dict])

tests/test_agent_modules/test_execution_stream_persistence_fake_id.py:41

↓ 15 callersMethodget_active_count

Get the current number of active tool executions.

src/agency_swarm/tools/concurrency.py:52

↓ 15 callersMethodrun

Execute the shell command and return output.

src/agency_swarm/tools/built_in/PersistentShellTool.py:22

↓ 15 callersMethodrun

(self)

tests/integration/mcp/test_mcp_server.py:387

↓ 15 callersFunctionupload_from_urls

Upload files from URLs or local absolute paths to OpenAI. Args: file_map: {"filename": "url_or_absolute_path"} allowed_local

src/agency_swarm/integrations/fastapi_utils/file_handler.py:25

↓ 15 callersMethodwait_for

(self, predicate)

tests/test_fastapi_utils_modules/test_openai_client_config_request_state.py:394

↓ 14 callersMethod_resolve_final_result

(self, result: RunResultStreaming | None)

src/agency_swarm/agent/execution_stream_response.py:175

↓ 14 callersFunction_roles

(messages: list[dict[str, Any]])

tests/test_fastapi_utils_modules/_codex_input_role_boundary_helpers.py:115

↓ 14 callersMethodget_response

( self, system_instructions: str | None, input: str | list[TResponseInputItem],

tests/integration/agent/test_additional_instructions.py:20

↓ 14 callersMethodget_response_sync

Synchronous wrapper around :meth:`get_response`.

src/agency_swarm/agency/core.py:284

↓ 14 callersFunctionmake_raw_event

(data)

tests/test_agent_modules/test_agui_adapter.py:43

↓ 14 callersFunctionstart_terminal

Run the terminal demo: input loop, slash commands, and streaming output. Args: agency_instance: The Agency instance to run. show_

src/agency_swarm/ui/demos/terminal.py:339

↓ 13 callersFunction_application_factory

Return a PromptToolkit Application stub that replays provider inputs.

tests/integration/ui/test_terminal_demo.py:42

↓ 13 callersFunction_make_stub_agent

(name: str, response: str = "ack")

tests/test_agent_modules/send_message/test_extra_params.py:14

↓ 13 callersMethodclear

Remove all messages from the store.

src/agency_swarm/utils/thread.py:102

↓ 13 callersFunctionmake_stream_endpoint

( request_model, agency_factory: Callable[..., Agency], verify_token, run_registry: ActiveRunR

src/agency_swarm/integrations/fastapi_utils/endpoint_handlers.py:940

↓ 13 callersMethodretrieve

(self, file_id: str)

tests/test_agent_modules/test_file_sync.py:25

↓ 12 callersFunction_build_message_response

(text: str, model_name: str)

tests/deterministic_model.py:133

↓ 12 callersFunction_is_litellm_model

Check if a model name is a LiteLLM model (uses litellm/ prefix).

src/agency_swarm/integrations/fastapi_utils/endpoint_handlers.py:2065

↓ 12 callersMethodclear

(self)

tests/integration/ui/test_compact_client_passthrough.py:145

↓ 12 callersMethodensure_connected

(self, server: Any)

src/agency_swarm/tools/mcp_manager.py:103

↓ 12 callersFunctionextract_final_output_text

(items: list[TResponseInputItem])

src/agency_swarm/agent/conversation_starters_cache.py:425

↓ 12 callersFunctionmake_tool_endpoint

(tool, verify_token, context=None)

src/agency_swarm/integrations/fastapi_utils/tool_endpoints.py:16

↓ 12 callersFunctionnormalize_starter_text

(text: str)

src/agency_swarm/agent/conversation_starters_cache.py:53

↓ 12 callersFunctionsanitize_store_false_responses_input

Drop reasoning items that cannot be replayed without server-side state.

src/agency_swarm/messages/response_input_sanitizer.py:24

↓ 12 callersMethodshutdown

Cleanup all persistent servers and clear the registry.

src/agency_swarm/tools/mcp_manager.py:148

↓ 11 callersFunction_agent

(name: str)

tests/test_agent_modules/test_agent_flow.py:11

↓ 11 callersFunction_build_minimal_context

(agent: Agent, shared_instructions: str | None)

tests/test_agent_modules/test_conversation_starters_cache.py:117

↓ 11 callersMethodcreate_handoff

(self, recipient_agent: Agent)

tests/test_agency_modules/test_agent_flow_integration.py:38

↓ 11 callersMethodget_http_client

Create an HTTP client with proper timeout configuration.

tests/integration/fastapi/test_fastapi_file_processing.py:63

↓ 11 callersMethodget_id_from_file

Get file id from file name

src/agency_swarm/agent/file_manager.py:199

↓ 11 callersMethodget_response_stream

Runs the agent's turn in streaming mode. Args: message: The input message or list of message items sender_name: Name

src/agency_swarm/agent/core.py:429

↓ 11 callersMethodset_chats_dir

Set directory where chats are stored as JSON files.

src/agency_swarm/ui/demos/launcher.py:50

↓ 11 callersMethodupload_file

Upload a local file and optionally associate it with the agent's vector store; returns file_id.

src/agency_swarm/agent/file_manager.py:56

↓ 10 callersFunction_chunk

(chunk_id: str, delta: ChoiceDelta)

tests/test_agent_modules/test_openrouter_reasoning.py:1116

↓ 10 callersFunction_clear_openclaw_env

(monkeypatch: pytest.MonkeyPatch)

tests/integration/fastapi/test_openclaw_current_app_defaults.py:26

↓ 10 callersFunctionbuild_request_model

( parameters: dict[str, Any], tool_name: str, *, strict: bool = False, )

src/agency_swarm/integrations/fastapi_utils/tool_request_models.py:10

↓ 10 callersMethodcancel

Signal cancellation to the underlying stream. After calling cancel(), continue consuming the stream to allow the cancellation to comp

src/agency_swarm/agent/execution_stream_response.py:69

↓ 10 callersMethoddelete

(self, *, file_id: str)

tests/test_agent_modules/test_file_sync.py:21

↓ 10 callersMethodextract_hosted_tool_results

Extract hosted tool results (FileSearch, WebSearch) from assistant message content and create special assistant messages to capture s

src/agency_swarm/messages/message_formatter.py:491

↓ 10 callersFunctionextract_usage_from_run_result

Extract usage information from a RunResult or RunResultStreaming object. Aggregates usage from: 1. Main agent via context_wrapper.usage 2

src/agency_swarm/utils/usage_tracking.py:289

↓ 10 callersFunctionget_model_pricing

Get pricing information for a specific model. Handles model name variations and provider prefixes: - Exact match first (e.g., "azure/gpt-4o",

src/agency_swarm/utils/usage_tracking.py:144

↓ 10 callersFunctionprune_guardrail_messages

Remove descendant message branches recorded after an input guardrail trip. Algorithm (evidence of multi-level flows): 1. Identify every

src/agency_swarm/agent/execution_streaming.py:63

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