|
| 1 | +# Abstract event handler |
| 2 | +from abc import ABC, abstractmethod |
| 3 | +from typing import Optional |
| 4 | + |
| 5 | +from gradio.components import ChatMessage |
| 6 | +from openai.types.responses import ResponseTextDeltaEvent |
| 7 | + |
| 8 | +from agents import StreamEvent, ToolCallItem, ToolCallOutputItem |
| 9 | + |
| 10 | + |
| 11 | +class EventHandler(ABC): |
| 12 | + """Abstract event handler""" |
| 13 | + |
| 14 | + def __init__(self): |
| 15 | + self._next_handler: Optional[EventHandler] = None |
| 16 | + |
| 17 | + def set_next(self, handler: 'EventHandler') -> 'EventHandler': |
| 18 | + """Set next handler""" |
| 19 | + self._next_handler = handler |
| 20 | + return handler |
| 21 | + |
| 22 | + def handle(self, event:StreamEvent, messages: list, context: dict) -> bool: |
| 23 | + """ |
| 24 | + Process event, return True if handled, False if not handled |
| 25 | + """ |
| 26 | + if self.can_handle(event): |
| 27 | + return self._process(event, messages, context) |
| 28 | + elif self._next_handler: |
| 29 | + return self._next_handler.handle(event, messages, context) |
| 30 | + return False |
| 31 | + |
| 32 | + @abstractmethod |
| 33 | + def can_handle(self, event:StreamEvent) -> bool: |
| 34 | + """Determine if this event can be handled""" |
| 35 | + pass |
| 36 | + |
| 37 | + @abstractmethod |
| 38 | + def _process(self, event:StreamEvent, messages: list, context: dict) -> bool: |
| 39 | + """Specific processing logic""" |
| 40 | + pass |
| 41 | + |
| 42 | +# Tool call handler |
| 43 | +class ToolCallHandler(EventHandler): |
| 44 | + """Handle tool call events""" |
| 45 | + |
| 46 | + def can_handle(self, event) -> bool: |
| 47 | + return (hasattr(event, 'type') and event.type == "run_item_stream_event" |
| 48 | + and hasattr(event, 'name') and event.name == "tool_called" |
| 49 | + and isinstance(event.item, ToolCallItem)) |
| 50 | + |
| 51 | + |
| 52 | + def _process(self, event, messages: list, context: dict) -> bool: |
| 53 | + tool_name = getattr(event.item.raw_item, "name", "unknown_tool") |
| 54 | + getattr(event.item.raw_item, "server_label", "unknown_server") |
| 55 | + arguments = getattr(event.item.raw_item, "arguments", {}) |
| 56 | + # Regular tool call |
| 57 | + tool_msg = f"🛠️ {tool_name} parameters: {arguments}" |
| 58 | + tool_title = "🛠️ Tool Call" |
| 59 | + |
| 60 | + # Add to message list in context |
| 61 | + context["current_messages"].append(ChatMessage( |
| 62 | + role="assistant", |
| 63 | + content=tool_msg, |
| 64 | + metadata={"title": tool_title} |
| 65 | + )) |
| 66 | + return True |
| 67 | + |
| 68 | +# Tool output handler |
| 69 | +class ToolOutputHandler(EventHandler): |
| 70 | + """Handle tool output events""" |
| 71 | + |
| 72 | + def can_handle(self, event) -> bool: |
| 73 | + return (hasattr(event, 'type') and event.type == "run_item_stream_event" |
| 74 | + and hasattr(event, 'name') and event.name == "tool_output" |
| 75 | + and isinstance(event.item, ToolCallOutputItem)) |
| 76 | + |
| 77 | + |
| 78 | + def _process(self, event, messages: list, context: dict) -> bool: |
| 79 | + tool_output = getattr(event.item, "output", "unknown_output") |
| 80 | + # Regular tool output |
| 81 | + tool_msg = f"🛠️ {tool_output}" |
| 82 | + tool_title = "🛠️ Tool Output" |
| 83 | + |
| 84 | + # Add to message list in context |
| 85 | + context["current_messages"].append(ChatMessage( |
| 86 | + role="assistant", |
| 87 | + content=tool_msg, |
| 88 | + metadata={"title": tool_title} |
| 89 | + )) |
| 90 | + return True |
| 91 | + |
| 92 | +# Agent Update handler |
| 93 | +class AgentUpdateHandler(EventHandler): |
| 94 | + """Handle agent update events""" |
| 95 | + |
| 96 | + def can_handle(self, event) -> bool: |
| 97 | + return (hasattr(event, 'type') and event.type == "agent_updated_stream_event") |
| 98 | + |
| 99 | + def _process(self, event, messages: list, context: dict) -> bool: |
| 100 | + agent_name = getattr(event.new_agent, "name", "unknown_agent") |
| 101 | + agent_update_msg = f"🤖 Agent {agent_name} updated" |
| 102 | + |
| 103 | + # Add to message list in context |
| 104 | + context["current_messages"].append(ChatMessage( |
| 105 | + role="assistant", |
| 106 | + content=agent_update_msg, |
| 107 | + metadata={"title": "🤖 Agent Update"} |
| 108 | + )) |
| 109 | + return True |
| 110 | + |
| 111 | +# Handoff handler |
| 112 | +class HandoffHandler(EventHandler): |
| 113 | + """Handle agent handoff request events""" |
| 114 | + |
| 115 | + def can_handle(self, event) -> bool: |
| 116 | + return (hasattr(event, 'type') and event.type == "run_item_stream_event" |
| 117 | + and hasattr(event, 'name') and event.name == "handoff_requested") |
| 118 | + |
| 119 | + def _process(self, event, messages: list, context: dict) -> bool: |
| 120 | + handoff_from_func = getattr(event.item.raw_item, "name", "unknown") |
| 121 | + handoff_msg = f"🤝 Handoff requested from {handoff_from_func}" |
| 122 | + |
| 123 | + # Add to message list in context |
| 124 | + context["current_messages"].append(ChatMessage( |
| 125 | + role="assistant", |
| 126 | + content=handoff_msg, |
| 127 | + metadata={"title": "🤝 Handoff Requested"} |
| 128 | + )) |
| 129 | + return True |
| 130 | + |
| 131 | +# Handoff completion handler |
| 132 | +class HandoffOccuredHandler(EventHandler): |
| 133 | + """Handle agent handoff completion events""" |
| 134 | + |
| 135 | + def can_handle(self, event) -> bool: |
| 136 | + return (hasattr(event, 'type') and event.type == "run_item_stream_event" |
| 137 | + and hasattr(event, 'name') and event.name == "handoff_occured") |
| 138 | + |
| 139 | + def _process(self, event, messages: list, context: dict) -> bool: |
| 140 | + agent_from = getattr(event.item.source_agent, "name", "unknown") |
| 141 | + agent_to = getattr(event.item.target_agent, "name", "unknown") |
| 142 | + handoff_msg = f"🤝 Handoff completed from {agent_from} to {agent_to}" |
| 143 | + |
| 144 | + # Add to message list in context |
| 145 | + context["current_messages"].append(ChatMessage( |
| 146 | + role="assistant", |
| 147 | + content=handoff_msg, |
| 148 | + metadata={"title": "🤝 Handoff Completed"} |
| 149 | + )) |
| 150 | + return True |
| 151 | + |
| 152 | +# Reasoning handler |
| 153 | +class ReasoningHandler(EventHandler): |
| 154 | + """Handle reasoning events""" |
| 155 | + |
| 156 | + def can_handle(self, event) -> bool: |
| 157 | + return (hasattr(event, 'type') and event.type == "run_item_stream_event" |
| 158 | + and hasattr(event, 'name') and event.name == "reasoning_item_created") |
| 159 | + |
| 160 | + def _process(self, event, messages: list, context: dict) -> bool: |
| 161 | + reasoning = getattr(event.item.raw_item, "summary", None) |
| 162 | + if reasoning: |
| 163 | + summary_text = "\n".join([s.text for s in reasoning]) |
| 164 | + else: |
| 165 | + summary_text = str(event.item.raw_item) |
| 166 | + print(f"🧠 Reasoning: {summary_text}") |
| 167 | + |
| 168 | + # Add to message list in context |
| 169 | + context["current_messages"].append(ChatMessage( |
| 170 | + role="assistant", |
| 171 | + content=summary_text, |
| 172 | + metadata={"title": "🧠 Reasoning"} |
| 173 | + )) |
| 174 | + return True |
| 175 | + |
| 176 | + |
| 177 | + |
| 178 | +# MCP approval handler |
| 179 | +class MCPApprovalHandler(EventHandler): |
| 180 | + """Handle MCP approval events""" |
| 181 | + |
| 182 | + def can_handle(self, event) -> bool: |
| 183 | + return (hasattr(event, 'type') and event.type == "run_item_stream_event" |
| 184 | + and hasattr(event, 'name') and event.name == "mcp_approval_requested") |
| 185 | + |
| 186 | + def _process(self, event, messages: list, context: dict) -> bool: |
| 187 | + mcp_approval_args = getattr(event.item.raw_item, "arguments", "unknown_arguments") |
| 188 | + mcp_approval_name = getattr(event.item.raw_item, "name", "unknown_name") |
| 189 | + mcp_approval_msg = f"🔧 MCP approval requested: {mcp_approval_args} for {mcp_approval_name}" |
| 190 | + mcp_approval_title = f"🔧 MCP approval requested: {mcp_approval_name}" |
| 191 | + print(mcp_approval_msg) |
| 192 | + |
| 193 | + # Add to message list in context |
| 194 | + context["current_messages"].append(ChatMessage( |
| 195 | + role="assistant", |
| 196 | + content=mcp_approval_msg, |
| 197 | + metadata={"title": mcp_approval_title} |
| 198 | + )) |
| 199 | + return True |
| 200 | + |
| 201 | +# MCP tool list handler |
| 202 | +class MCPListToolsHandler(EventHandler): |
| 203 | + """Handle MCP tool list events""" |
| 204 | + |
| 205 | + def can_handle(self, event) -> bool: |
| 206 | + return (hasattr(event, 'type') and event.type == "run_item_stream_event" |
| 207 | + and hasattr(event, 'name') and event.name == "mcp_list_tools") |
| 208 | + |
| 209 | + def _process(self, event, messages: list, context: dict) -> bool: |
| 210 | + mcp_list_tools_name_list = [tool.name for tool in event.item.raw_item.tools] |
| 211 | + [f"tool: {tool.name} with description {tool.description} \n" for tool in event.item.raw_item.tools] |
| 212 | + mcp_list_tools_msg = f"🔧 MCP Tools: {', '.join(mcp_list_tools_name_list)}" |
| 213 | + mcp_list_tools_title = f"🔧 MCP Tools: {mcp_list_tools_name_list}" |
| 214 | + print(mcp_list_tools_msg) |
| 215 | + |
| 216 | + # Add to message list in context |
| 217 | + context["current_messages"].append(ChatMessage( |
| 218 | + role="assistant", |
| 219 | + content=mcp_list_tools_msg, |
| 220 | + metadata={"title": mcp_list_tools_title} |
| 221 | + )) |
| 222 | + return True |
| 223 | + |
| 224 | +# Text response handler |
| 225 | +class TextResponseHandler(EventHandler): |
| 226 | + """Handle text response events""" |
| 227 | + |
| 228 | + def can_handle(self, event) -> bool: |
| 229 | + return (hasattr(event, 'type') and event.type == "raw_response_event" |
| 230 | + and isinstance(event.data, ResponseTextDeltaEvent)) |
| 231 | + |
| 232 | + def _process(self, event, messages: list, context: dict) -> bool: |
| 233 | + response_buffer = context.get("response_buffer", "") |
| 234 | + response_buffer += event.data.delta |
| 235 | + context["response_buffer"] = response_buffer |
| 236 | + |
| 237 | + # Find or create text response message |
| 238 | + text_message_found = False |
| 239 | + for i, msg in enumerate(context["current_messages"]): |
| 240 | + if (hasattr(msg, 'role') and msg.role == "assistant" |
| 241 | + and (not hasattr(msg, 'metadata') or not msg.metadata)): |
| 242 | + # Update existing text message |
| 243 | + context["current_messages"][i] = ChatMessage( |
| 244 | + role="assistant", |
| 245 | + content=response_buffer |
| 246 | + ) |
| 247 | + text_message_found = True |
| 248 | + break |
| 249 | + |
| 250 | + # If no text message found, create a new one |
| 251 | + if not text_message_found: |
| 252 | + context["current_messages"].append(ChatMessage( |
| 253 | + role="assistant", |
| 254 | + content=response_buffer |
| 255 | + )) |
| 256 | + |
| 257 | + return True |
| 258 | + |
| 259 | +# Event handler chain |
| 260 | +class EventHandlerChain: |
| 261 | + """Event handler chain manager""" |
| 262 | + |
| 263 | + def __init__(self): |
| 264 | + self._first_handler: Optional[EventHandler] = None |
| 265 | + self._setup_chain() |
| 266 | + |
| 267 | + def _setup_chain(self): |
| 268 | + """Setup handler chain""" |
| 269 | + self._first_handler = ToolCallHandler() |
| 270 | + self._first_handler.set_next(ToolOutputHandler()) \ |
| 271 | + .set_next(AgentUpdateHandler()) \ |
| 272 | + .set_next(HandoffHandler()) \ |
| 273 | + .set_next(HandoffOccuredHandler()) \ |
| 274 | + .set_next(MCPApprovalHandler()) \ |
| 275 | + .set_next(MCPListToolsHandler()) \ |
| 276 | + .set_next(ReasoningHandler()) \ |
| 277 | + .set_next(TextResponseHandler()) |
| 278 | + |
| 279 | + def process_event(self, event, messages: list, context: dict) -> bool: |
| 280 | + """Process event""" |
| 281 | + if self._first_handler: |
| 282 | + return self._first_handler.handle(event, messages, context) |
| 283 | + return False |
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