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Ensure `engine.register_handler` with argument signature handler: `Callable[[Input], Coroutine[Any, Any, Response]]` is called" + ) + await self.rabbitmq.consume(self.invoke_handler) + try: + await asyncio.Future() + except asyncio.CancelledError: + logger.info("Engine shutdown initiated") + except Exception as e: + logger.error(f"Unexpected error in engine: {e}", exc_info=True) + raise + + async def invoke_handler(self, message: AbstractIncomingMessage): + logger.info("New message received.") + if self.handler is None: + raise ValueError( + "Message handler not defined. Ensure `engine.register_handler` with argument signature handler: `Callable[[Input], Coroutine[Any, Any, Response]]` is called" + ) + + async with message.process(): + + try: + body = json.loads(json.loads(message.body.decode())) + input = Input(body["input"]) + except json.JSONDecodeError as e: + logger.error(f"Failed to parse message: {e}") + return + except KeyError as e: + logger.exception(f"Missing required field: {e}") + return + + response = await self.handler(input) + + result_message = { + "response": response.to_dict(), + "original": input.to_dict(), + } + await self.rabbitmq.publish(result_message) + + logger.debug(f"Result published: {result_message}.") + logger.info("Response published.") + + def register_handler( + self, handler: Callable[[Input], Coroutine[Any, Any, Response]] + ): + self.handler = handler diff --git a/alkemio_virtual_contributor_engine/config.py b/alkemio_virtual_contributor_engine/config.py new file mode 100644 index 0000000..e5f074b --- /dev/null +++ b/alkemio_virtual_contributor_engine/config.py @@ -0,0 +1,59 @@ +import os +from dataclasses import dataclass + +from dotenv import load_dotenv + +load_dotenv() + + +@dataclass +class Env: + """Configuration class for RabbitMQ environment variables. + + Attributes: + rabbitmq_host: The RabbitMQ server host + rabbitmq_user: The RabbitMQ username + rabbitmq_password: The RabbitMQ password + rabbitmq_input_queue: The input queue name + rabbitmq_result_queue: The result queue name + rabbitmq_exchange: The exchange name + rabbitmq_result_routing_key: The routing key for results + """ + + rabbitmq_host: str + rabbitmq_user: str + rabbitmq_password: str + rabbitmq_input_queue: str + rabbitmq_result_queue: str + rabbitmq_exchange: str + rabbitmq_result_routing_key: str + + def __init__(self): + + # Required configurations + required_vars = [ + "RABBITMQ_HOST", + "RABBITMQ_USER", + "RABBITMQ_PASSWORD", + "RABBITMQ_QUEUE", + "RABBITMQ_RESULT_QUEUE", + "RABBITMQ_EVENT_BUS_EXCHANGE", + "RABBITMQ_RESULT_ROUTING_KEY", + ] + + missing_vars = [var for var in required_vars if not os.getenv(var)] + if missing_vars: + raise ValueError( + f"Missing required environment variables: {', '.join(missing_vars)}" + ) + + self.rabbitmq_host = os.getenv("RABBITMQ_HOST", "") + self.rabbitmq_user = os.getenv("RABBITMQ_USER", "") + self.rabbitmq_password = os.getenv("RABBITMQ_PASSWORD", "") + self.rabbitmq_input_queue = os.getenv("RABBITMQ_QUEUE", "") + self.rabbitmq_result_queue = os.getenv("RABBITMQ_RESULT_QUEUE", "") + self.rabbitmq_exchange = os.getenv("RABBITMQ_EVENT_BUS_EXCHANGE", "") + self.rabbitmq_result_routing_key = os.getenv("RABBITMQ_RESULT_ROUTING_KEY", "") + + +env = Env() diff --git a/alkemio_virtual_contributor_engine/events/__init__.py b/alkemio_virtual_contributor_engine/events/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/alkemio_virtual_contributor_engine/events/input.py b/alkemio_virtual_contributor_engine/events/input.py new file mode 100644 index 0000000..ad7503e --- /dev/null +++ b/alkemio_virtual_contributor_engine/events/input.py @@ -0,0 +1,159 @@ +from dataclasses import dataclass +from enum import Enum +from typing import Any, Dict, List + + +class ResultHandlerAction(Enum): + POST_REPLY = "postReply" + POST_MESSAGE = "postMessage" + NONE = "none" + + +class InvocationOperation(Enum): + QUERY = "query" + INGEST = "ingest" + + +class MessageSenderRole(Enum): + HUMAN = "human" + ASSISTANT = "assistant" + + +@dataclass +class HistoryItem: + content: str + role: MessageSenderRole + + def __init__(self, item: dict): + if "content" not in item or "role" not in item: + raise ValueError("Missing required fields: content, role") + + self.content = item["content"] + self.role = MessageSenderRole(item["role"]) + + def to_dict(self) -> Dict[str, str | MessageSenderRole]: + return {"content": self.content, "role": self.role.value} + + +@dataclass +class RoomDetails: + room_id: str + thread_id: str + communication_id: str + interaction_id: str + + def __init__(self, details: Dict[str, Any]) -> None: + required_fields = {"roomID", "communicationID"} + if not all(field in details for field in required_fields): + raise ValueError( + f"Missing required fields: {required_fields - set(details.keys())}" + ) + self.room_id = details["roomID"] + self.thread_id = details.get("threadID", "") + self.communication_id = details["communicationID"] + self.interaction_id = details.get("vcInteractionID", "") + + def to_dict(self) -> Dict[str, str]: + return { + "roomID": self.room_id, + "threadID": self.thread_id, + "communicationID": self.communication_id, + "vcInteractionID": self.interaction_id, + } + + +@dataclass +class ResultHandler: + action: ResultHandlerAction + room_details: RoomDetails + + def __init__(self, config): + if "action" not in config or "roomDetails" not in config: + raise ValueError("Missing required fields: action, roomDetails") + self.action = ResultHandlerAction(config["action"]) + self.room_details = RoomDetails(config["roomDetails"]) + + def to_dict(self) -> Dict[str, str | Dict[str, str]]: + return {"action": self.action.value, "roomDetails": self.room_details.to_dict()} + + +@dataclass +class Input: + engine: str + prompt: str + user_id: str + message: str + bok_id: str + context_id: str + history: List[HistoryItem] + external_metadata: Dict[str, Any] + display_name: str + description: str + external_config: Dict[str, Any] + result_handler: ResultHandler + persona_service_id: str + language: str + operation: InvocationOperation + + def __init__(self, input_data: Dict[str, Any]) -> None: + if not isinstance(input_data, dict): + raise TypeError("Expected dictionary input") + + self.operation = InvocationOperation( + input_data.get("operation", InvocationOperation.QUERY) + ) + + if self.operation is InvocationOperation.QUERY: + required_fields = { + "engine", + "prompt", + "userID", + "message", + "bodyOfKnowledgeID", + # "contextID", + "history", + "externalMetadata", + "displayName", + # "description", + "externalConfig", + "resultHandler", + "personaServiceID", + } + if missing := required_fields - set(input_data.keys()): + raise ValueError(f"Missing required fields: {missing}") + + self.engine = str(input_data["engine"]) + self.prompt = str(input_data["prompt"]) + self.user_id = str(input_data["userID"]) + self.message = str(input_data["message"]) + self.bok_id = str(input_data["bodyOfKnowledgeID"]) + self.context_id = input_data.get("contextID", "") + self.history = [HistoryItem(item) for item in input_data["history"]] + self.external_metadata = dict(input_data["externalMetadata"]) + self.display_name = str(input_data["displayName"]) + self.description = input_data.get("description", "") + self.external_config = dict(input_data["externalConfig"]) + self.result_handler = ResultHandler(input_data["resultHandler"]) + self.persona_service_id = str(input_data["personaServiceID"]) + self.language = input_data.get("language", "EN") + + def to_dict(self): + if self.operation is InvocationOperation.INGEST: + return {"operation": self.operation.value} + + return { + "engine": self.engine, + "prompt": self.prompt, + "userID": self.user_id, + "message": self.message, + "bodyOfKnowledgeID": self.bok_id, + "contextID": self.context_id, + "history": [item.to_dict() for item in self.history], + "externalMetadata": self.external_metadata, + "displayName": self.display_name, + "description": self.description, + "externalConfig": self.external_config, + "resultHandler": self.result_handler.to_dict(), + "personaServiceID": self.persona_service_id, + "language": self.language, + } diff --git a/alkemio_virtual_contributor_engine/events/response.py b/alkemio_virtual_contributor_engine/events/response.py new file mode 100644 index 0000000..4b87768 --- /dev/null +++ b/alkemio_virtual_contributor_engine/events/response.py @@ -0,0 +1,75 @@ +from typing import Any, Dict, List, Optional + + +class Source: + def __init__(self, source: Dict[str, str]): + self.chunk_index = None + self.embedding_type = None + if "chunkIndex" in source: + self.chunk_index = source.get("chunkIndex") + if "embeddingType" in source: + self.embedding_type = source.get("embeddingType") + + self.document_id = source.get("documentId") + self.source = source.get("source") + self.title = source.get("title") + self.type = source.get("type") + self.score = source.get("score") + self.uri = source.get("uri") + + if not all([self.uri]): + raise ValueError("Missing required fields in source dictionary") + + def to_dict(self): + result = { + "documentId": self.document_id, + "source": self.source, + "title": self.title, + "type": self.type, + "score": self.score, + "uri": self.uri, + } + + if self.chunk_index: + result["chunkIndex"] = self.chunk_index + if self.embedding_type: + result["embeddingType"] = self.embedding_type + + return result + + +class Response: + + # TODO the signature should be like this but validation is too much work + # def __init__(self, response: Optional[Dict[str, str | List[Dict[str, str]]]] = None): + + def __init__(self, response: Optional[Dict[str, Any]] = None): + self.result: Optional[str] = None + self.human_language: Optional[str] = None + self.result_language: Optional[str] = None + self.knowledge_language: Optional[str] = None + self.original_result: Optional[str] = None + self.sources: List[Source] = [] + + if response is not None: + try: + self.result = response["result"] + self.human_language = response["human_language"] + self.result_language = response["result_language"] + self.knowledge_language = response["knowledge_language"] + self.original_result = response["original_result"] + self.sources = [ + Source(source) for source in response.get("sources", []) + ] + except KeyError as e: + raise ValueError(f"Missing required field: {e}") + + def to_dict(self): + return { + "result": self.result, + "humanLanguage": self.human_language, + "resultLanguage": self.result_language, + "knowledgeLanguage": self.knowledge_language, + "originalResult": self.original_result, + "sources": list(map(lambda source: source.to_dict(), self.sources)), + } diff --git a/alkemio_virtual_contributor_engine/rabbitmq.py b/alkemio_virtual_contributor_engine/rabbitmq.py new file mode 100644 index 0000000..ef9979b --- /dev/null +++ b/alkemio_virtual_contributor_engine/rabbitmq.py @@ -0,0 +1,69 @@ +import asyncio +import json +from aio_pika import Message, ExchangeType, connect_robust +import aio_pika +import aiormq + +from alkemio_virtual_contributor_engine.config import env +from logger import setup_logger + +logger = setup_logger(__name__) + + +class RabbitMQ: + def __init__(self): + self.host = env.rabbitmq_host + self.username = env.rabbitmq_user + self.password = env.rabbitmq_password + self.input_queue_name = env.rabbitmq_input_queue + self.result_queue_name = env.rabbitmq_result_queue + + self.connection = None + self.channel = None + self.input_queue = None + self.result_queue = None + + async def connect(self): + try: + self.connection = await connect_robust( + host=self.host, login=self.username, password=self.password + ) + self.channel = await self.connection.channel() + + self.input_queue = await self.channel.declare_queue( + self.input_queue_name, auto_delete=False, durable=True + ) + self.result_queue = await self.channel.declare_queue( + self.result_queue_name, auto_delete=False, durable=True + ) + self.exchange = await self.channel.declare_exchange( + env.rabbitmq_exchange, ExchangeType.DIRECT, durable=True + ) + await self.result_queue.bind(self.exchange, env.rabbitmq_result_routing_key) + except (aio_pika.exceptions.AMQPError, Exception) as e: + logger.error(f"Failed to establish RabbitMQ connection: {e}") + raise + + async def consume(self, callback): + if self.input_queue is not None: + try: + await self.input_queue.consume(callback) + except Exception as e: + logger.error(f"Error during message consumption: {e}") + raise + + async def publish(self, message): + try: + await self.exchange.publish( + Message( + body=json.dumps(message).encode(), + ), + routing_key=env.rabbitmq_result_routing_key, + ) + except ( + aio_pika.exceptions.AMQPError, + asyncio.exceptions.CancelledError, + aiormq.exceptions.ChannelInvalidStateError, + Exception, + ) as e: + logger.error(f"Failed to publish message due to a RabbitMQ error: {e}") diff --git a/alkemio_virtual_contributor_engine/utils.py b/alkemio_virtual_contributor_engine/utils.py new file mode 100644 index 0000000..d9c501c --- /dev/null +++ b/alkemio_virtual_contributor_engine/utils.py @@ -0,0 +1,41 @@ +import re +from alkemio_virtual_contributor_engine.events.input import ( + HistoryItem, + MessageSenderRole, +) + +language_mapping = { + "EN": "English", + "US": "English", + "UK": "English", + "FR": "French", + "DE": "German", + "ES": "Spanish", + "NL": "Dutch", + "BG": "Bulgarian", + "UA": "Ukranian", +} + + +# # function to retrieve language from country +def get_language_by_code(language_code): + """Returns the language associated with the given code. 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