diff --git a/a2as.yaml b/a2as.yaml
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+++ b/a2as.yaml
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+manifest:
+  version: "0.1.2"
+  schema: https://a2as.org/cert/schema
+  subject:
+    name: gbaeke/multi_agent_aca
+    source: https://github.com/gbaeke/multi_agent_aca
+    branch: main
+    commit: "ca20cd91"
+    scope: [a2a_simple/agent_executor.py, a2a_task/agent.py, a2a_task/agent_executor.py, conversation/cli_sk.py, conversation/main.py,
+      mcp/main.py, rag/agent_executor.py, rag/main.py, web/agent_executor.py, web/agent_factory.py, web/tools.py]
+  issued:
+    by: A2AS.org
+    at: '2026-01-26T16:10:47Z'
+  signatures:
+    digest: sha256:xjiludq9XSYcHlBMm9XIAkdHpnyqiQ9W9kgmx67j6NM
+    key: ed25519:3n_s4wV8l25q56khccXXk2MaAm_yYvnQcISeDE-k2fc
+    sig: ed25519:Fja3Jw_QRrDHJTR9matHHm_ggoNbl_Qo0sNoA_ufsPbyT9TI5hvs4SvN7JLACeFUiAeqFwxlokPTWoFAe3FPCw
+
+agents:
+  agent:
+    type: instance
+    models: [model]
+    params:
+      class: StreamingAgent
+      name: name
+      hooks: self.streaming_hooks
+      instructions: [instructions]
+  agent.create_agent_from_config:
+    type: factory
+    models: [model]
+    tools: [tool_list]
+    params:
+      function: create_agent_from_config
+      name: name
+      hooks: MyAgentHooks()
+      handoffs: [agent_handoffs]
+      instructions: [instructions]
+
+models:
+  model:
+    type: variable
+    agents: [agent.create_agent_from_config, agent]
+
+tools:
+  get_current_date:
+    type: decorator
+    params:
+      description: Get the current date.
+  tool_list:
+    type: variable
+    agents: [agent.create_agent_from_config]
+    params:
+      dynamic: "True"
+
+teams:
+  agent.create_agent_from_config:
+    type: handoff
+    agents: [agent.create_agent_from_config]
+
+imports:
+  A2ACardResolver: a2a.client.A2ACardResolver
+  A2AClient: a2a.client.A2AClient
+  A2AStarletteApplication: a2a.server.apps.A2AStarletteApplication
+  Agent: agents.Agent
+  AgentCapabilities: a2a.types.AgentCapabilities
+  AgentCard: a2a.types.AgentCard
+  AgentExecutor: a2a.server.agent_execution.AgentExecutor
+  AgentHooks: agents.AgentHooks
+  AgentSkill: a2a.types.AgentSkill
+  AIProjectClient: azure.ai.projects.AIProjectClient
+  all_tools: tools.all_tools
+  Any: typing.Any
+  AsyncGenerator: typing.AsyncGenerator
+  asyncio: asyncio
+  atexit: atexit
+  CalculatorAgentExecutor: agent_executor.CalculatorAgentExecutor
+  ChatCompletionAgent: semantic_kernel.agents.ChatCompletionAgent
+  ChatHistoryAgentThread: semantic_kernel.agents.ChatHistoryAgentThread
+  cl: chainlit
+  Client: fastmcp.Client
+  Coroutine: typing.Coroutine
+  create_agent_from_config: agent_factory.create_agent_from_config
+  dataclass: dataclasses.dataclass
+  datetime: datetime.datetime
+  DefaultAzureCredential: azure.identity.DefaultAzureCredential
+  DefaultRequestHandler: a2a.server.request_handlers.DefaultRequestHandler
+  Dict: typing.Dict
+  Enum: enum.Enum
+  EventQueue: a2a.server.events.event_queue.EventQueue
+  FastMCP: fastmcp.FastMCP
+  function_tool: agents.function_tool
+  httpx: httpx
+  InMemoryTaskStore: a2a.server.tasks.InMemoryTaskStore
+  InternalError: a2a.types.InternalError
+  json: json
+  jsonschema: jsonschema
+  Kernel: semantic_kernel.Kernel
+  kernel_function: semantic_kernel.functions.kernel_function
+  KernelArguments: semantic_kernel.functions.kernel_arguments.KernelArguments
+  List: typing.List
+  ListSortOrder: azure.ai.agents.models.ListSortOrder
+  load_dotenv: dotenv.load_dotenv
+  logging: logging
+  ManagedIdentityCredential: azure.identity.ManagedIdentityCredential
+  MCPStreamableHttpPlugin: semantic_kernel.connectors.mcp.MCPStreamableHttpPlugin
+  Message: a2a.types.Message
+  MessageSendParams: a2a.types.MessageSendParams
+  new_agent_text_message: a2a.utils.new_agent_text_message
+  new_task: a2a.utils.new_task
+  OpenAIChatCompletion: semantic_kernel.connectors.ai.open_ai.OpenAIChatCompletion
+  os: os
+  Part: a2a.types.Part
+  Path: pathlib.Path
+  RagAgentExecutor: agent_executor.RagAgentExecutor
+  redis: redis
+  RequestContext: a2a.server.agent_execution.context.RequestContext
+  Role: a2a.types.Role
+  RunContextWrapper: agents.RunContextWrapper
+  Runner: agents.Runner
+  SendMessageRequest: a2a.types.SendMessageRequest
+  ServerError: a2a.utils.errors.ServerError
+  signal: signal
+  StreamEventType: agent.StreamEventType
+  StreamingAgent: agent.StreamingAgent
+  sys: sys
+  TaskState: a2a.types.TaskState
+  TaskUpdater: a2a.server.tasks.TaskUpdater
+  TextPart: a2a.types.TextPart
+  time: time
+  TimePlugin: semantic_kernel.core_plugins.time_plugin.TimePlugin
+  Union: typing.Union
+  urlparse: urllib.parse.urlparse
+  uuid: uuid
+  uvicorn: uvicorn
+  WebAgentExecutor: agent_executor.WebAgentExecutor
+  WebSearchTool: agents.WebSearchTool
+
+functions:
+  __init__:
+    type: sync
+    module: web.agent_executor
+    args: [self]
+  _emit_event:
+    type: async
+    module: a2a_task.agent
+    args: [self, event_type, data]
+  _get_config_from_file:
+    type: sync
+    module: web.agent_factory
+    args: [agent_name]
+    params:
+      returns: dict
+  _get_config_from_redis:
+    type: sync
+    module: web.agent_factory
+    args: [agent_name]
+    params:
+      returns: dict
+  _load_agent_schema:
+    type: sync
+    module: web.agent_factory
+    params:
+      returns: dict
+  _send_a2a_message:
+    type: async
+    module: mcp.main
+    args: [query, base_url]
+    params:
+      returns: str
+  _validate_agent_config:
+    type: sync
+    module: web.agent_factory
+    args: [config, agent_name]
+    params:
+      returns: dict
+  cancel:
+    type: async
+    module: web.agent_executor
+    args: [self, context, event_queue]
+  cleanup_handler:
+    type: sync
+    module: conversation.main
+  cleanup_http_client:
+    type: async
+    module: mcp.main
+  cleanup_mcp_client:
+    type: async
+    module: conversation.main
+  cleanup_on_shutdown:
+    type: async
+    module: mcp.main
+  create_agent_from_config:
+    type: sync
+    module: web.agent_factory
+    args: [agent_name, agents_as_tools, agent_handoffs]
+    params:
+      returns: Agent
+  execute:
+    type: async
+    module: web.agent_executor
+    args: [self, context, event_queue]
+  get_agent_config:
+    type: sync
+    module: web.agent_factory
+    args: [agent_name]
+    params:
+      returns: dict
+  get_current_date:
+    type: tool
+    module: web.tools
+    params:
+      returns: str
+  get_http_client:
+    type: async
+    module: mcp.main
+  get_mcp_client:
+    type: async
+    module: conversation.main
+  invoke:
+    type: async
+    module: web.agent_executor
+    args: [self, question]
+    params:
+      returns: str
+  invoke_stream:
+    type: async
+    module: a2a_task.agent
+    args: [self, query]
+    params:
+      returns: AsyncGenerator
+  main:
+    type: sync
+    module: web.main
+  on_chat_end:
+    type: async
+    module: conversation.main
+  on_chat_start:
+    type: async
+    module: conversation.main
+  on_end:
+    type: sync
+    module: web.agent_factory
+    args: [self, context, agent, result]
+  on_message:
+    type: async
+    module: conversation.main
+    args: [message]
+  on_start:
+    type: sync
+    module: web.agent_factory
+    args: [self, context, agent]
+  on_tool_end:
+    type: sync
+    module: web.agent_factory
+    args: [self, context, agent, tool, result]
+  on_tool_start:
+    type: sync
+    module: web.agent_factory
+    args: [self, context, agent, tool]
+  rag_search:
+    type: async
+    module: conversation.main
+    args: [self, query]
+    params:
+      returns: str
+  rag_tool:
+    type: async
+    module: mcp.main
+    args: [question]
+    params:
+      returns: str
+  signal_handler:
+    type: sync
+    module: mcp.main
+    args: [signum, frame]
+  web_search:
+    type: async
+    module: conversation.main
+    args: [self, query]
+    params:
+      returns: str
+  web_tool:
+    type: async
+    module: mcp.main
+    args: [query]
+    params:
+      returns: str
+
+variables:
+  AGENT_INSTRUCTIONS:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [conversation.main]
+  AGENT_NAME:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [conversation.main]
+  ASSISTANT_ID:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [rag.agent_executor]
+  CLIENT_ID:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [rag.agent_executor]
+  FOUNDRY_PROJECT:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [rag.agent_executor]
+  INTERNAL_PORT:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [rag.main, web.main]
+  LOG_LEVEL:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [conversation.main]
+  MCP_PORT:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [mcp.main]
+  MCP_SERVER_URL:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [conversation.main]
+  OPENAI_API_KEY:
+    type: env
+    params:
+      caller: [os.environ.get]
+      path: [a2a_task.agent, web.agent_executor]
+  RAG_A2A_BASE_URL:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [rag.main, mcp.main]
+  USE_REDIS:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [web.agent_factory]
+  WEB_A2A_BASE_URL:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [mcp.main, web.main]
+
+files:
+  agent_config_schema.json:
+    type: literal
+    actions: [read]
+    params:
+      caller: [_load_agent_schema]
+      path: [Path.parent]
+  config_file:
+    type: variable
+    actions: [read]
+    params:
+      caller: [open, json.load]
+      alias: [f]
+  schema_file:
+    type: variable
+    actions: [read]
+    params:
+      caller: [open, json.load]
+      alias: [f]
+
+networks:
+  localhost:
+    type: api
+    actions: [GET]
+    urls: [/, /mcp]
+    protocols: [http]
+    ports: ["9997", "9996", "8080"]
+    params:
+      caller: [main]
+      links: [url]