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Introduce Plugins (#13836)
Signed-off-by: yihong0618 <zouzou0208@gmail.com> Signed-off-by: -LAN- <laipz8200@outlook.com> Signed-off-by: xhe <xw897002528@gmail.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: takatost <takatost@gmail.com> Co-authored-by: kurokobo <kuro664@gmail.com> Co-authored-by: Novice Lee <novicelee@NoviPro.local> Co-authored-by: zxhlyh <jasonapring2015@outlook.com> Co-authored-by: AkaraChen <akarachen@outlook.com> Co-authored-by: Yi <yxiaoisme@gmail.com> Co-authored-by: Joel <iamjoel007@gmail.com> Co-authored-by: JzoNg <jzongcode@gmail.com> Co-authored-by: twwu <twwu@dify.ai> Co-authored-by: Hiroshi Fujita <fujita-h@users.noreply.github.com> Co-authored-by: AkaraChen <85140972+AkaraChen@users.noreply.github.com> Co-authored-by: NFish <douxc512@gmail.com> Co-authored-by: Wu Tianwei <30284043+WTW0313@users.noreply.github.com> Co-authored-by: 非法操作 <hjlarry@163.com> Co-authored-by: Novice <857526207@qq.com> Co-authored-by: Hiroki Nagai 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Chen <52963600+GareArc@users.noreply.github.com>
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@@ -46,18 +46,20 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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# convert tools into ModelRuntime Tool format
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tool_instances, prompt_messages_tools = self._init_prompt_tools()
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assert app_config.agent
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iteration_step = 1
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max_iteration_steps = min(app_config.agent.max_iteration, 5) + 1
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# continue to run until there is not any tool call
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function_call_state = True
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llm_usage: dict[str, LLMUsage] = {"usage": LLMUsage.empty_usage()}
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llm_usage: dict[str, Optional[LLMUsage]] = {"usage": None}
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final_answer = ""
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# get tracing instance
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trace_manager = app_generate_entity.trace_manager
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def increase_usage(final_llm_usage_dict: dict[str, LLMUsage], usage: LLMUsage):
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def increase_usage(final_llm_usage_dict: dict[str, Optional[LLMUsage]], usage: LLMUsage):
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if not final_llm_usage_dict["usage"]:
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final_llm_usage_dict["usage"] = usage
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else:
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@@ -107,7 +109,7 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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current_llm_usage = None
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if self.stream_tool_call and isinstance(chunks, Generator):
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if isinstance(chunks, Generator):
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is_first_chunk = True
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for chunk in chunks:
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if is_first_chunk:
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@@ -124,7 +126,7 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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tool_call_inputs = json.dumps(
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{tool_call[1]: tool_call[2] for tool_call in tool_calls}, ensure_ascii=False
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)
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except json.JSONDecodeError as e:
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except json.JSONDecodeError:
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# ensure ascii to avoid encoding error
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tool_call_inputs = json.dumps({tool_call[1]: tool_call[2] for tool_call in tool_calls})
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@@ -140,7 +142,7 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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current_llm_usage = chunk.delta.usage
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yield chunk
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elif not self.stream_tool_call and isinstance(chunks, LLMResult):
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else:
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result = chunks
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# check if there is any tool call
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if self.check_blocking_tool_calls(result):
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@@ -151,7 +153,7 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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tool_call_inputs = json.dumps(
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{tool_call[1]: tool_call[2] for tool_call in tool_calls}, ensure_ascii=False
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)
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except json.JSONDecodeError as e:
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except json.JSONDecodeError:
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# ensure ascii to avoid encoding error
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tool_call_inputs = json.dumps({tool_call[1]: tool_call[2] for tool_call in tool_calls})
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@@ -183,8 +185,6 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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usage=result.usage,
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),
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)
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else:
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raise RuntimeError(f"invalid chunks type: {type(chunks)}")
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assistant_message = AssistantPromptMessage(content="", tool_calls=[])
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if tool_calls:
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@@ -243,15 +243,12 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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invoke_from=self.application_generate_entity.invoke_from,
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agent_tool_callback=self.agent_callback,
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trace_manager=trace_manager,
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app_id=self.application_generate_entity.app_config.app_id,
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message_id=self.message.id,
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conversation_id=self.conversation.id,
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)
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# publish files
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for message_file_id, save_as in message_files:
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if save_as:
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if self.variables_pool:
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self.variables_pool.set_file(
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tool_name=tool_call_name, value=message_file_id, name=save_as
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)
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for message_file_id in message_files:
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# publish message file
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self.queue_manager.publish(
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QueueMessageFileEvent(message_file_id=message_file_id), PublishFrom.APPLICATION_MANAGER
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@@ -303,8 +300,6 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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iteration_step += 1
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if self.variables_pool and self.db_variables_pool:
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self.update_db_variables(self.variables_pool, self.db_variables_pool)
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# publish end event
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self.queue_manager.publish(
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QueueMessageEndEvent(
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@@ -335,9 +330,7 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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return True
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return False
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def extract_tool_calls(
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self, llm_result_chunk: LLMResultChunk
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) -> Union[None, list[tuple[str, str, dict[str, Any]]]]:
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def extract_tool_calls(self, llm_result_chunk: LLMResultChunk) -> list[tuple[str, str, dict[str, Any]]]:
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"""
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Extract tool calls from llm result chunk
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@@ -360,7 +353,7 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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return tool_calls
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def extract_blocking_tool_calls(self, llm_result: LLMResult) -> Union[None, list[tuple[str, str, dict[str, Any]]]]:
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def extract_blocking_tool_calls(self, llm_result: LLMResult) -> list[tuple[str, str, dict[str, Any]]]:
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"""
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Extract blocking tool calls from llm result
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@@ -383,9 +376,7 @@ class FunctionCallAgentRunner(BaseAgentRunner):
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return tool_calls
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def _init_system_message(
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self, prompt_template: str, prompt_messages: Optional[list[PromptMessage]] = None
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) -> list[PromptMessage]:
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def _init_system_message(self, prompt_template: str, prompt_messages: list[PromptMessage]) -> list[PromptMessage]:
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"""
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Initialize system message
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"""
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