diff --git a/agent_configurator.py b/agent_configurator.py index 48cbf71..85fe8d6 100644 --- a/agent_configurator.py +++ b/agent_configurator.py @@ -3,6 +3,9 @@ import pymongo from chatbot import Chatbot +from database import Database +from knowledge_base import KnowledgeBase +from search_engine import SearchEngine from voice_assistant import VoiceAssistant from web_interface import WebInterface @@ -11,16 +14,13 @@ class AgentConfigurator: def __init__(self): self.llm_models = {} self.human_input_sources = {} + self.tools = {} self.input_sources = ["text", "voice", "image"] - self.tools = ["NLTK", "spaCy", "gensim"] # Configure agent's parameters based on mode def configure_agent(self, agent_id, mode, source): # Select the appropriate LLM model based on the task requirements and the agent's mode llm_model = self._select_llm_model(mode, source) - input_source = self._select_input_source(mode) - tools = self._select_tools(mode) - if not llm_model: print("Error: No compatible LLM model found.") return False @@ -31,8 +31,10 @@ def configure_agent(self, agent_id, mode, source): print("Error: No compatible human input source found.") return False - if not llm_model or not input_source or not tools: - print("Error: Invalid mode for agent.") + # Choose the relevant tools based on the task requirements and the agent's mode + tools = self._choose_tools(mode) + if not tools: + print("Error: No compatible tools found.") return False # Configure agent's parameters based on mode and user's specifications @@ -40,6 +42,8 @@ def configure_agent(self, agent_id, mode, source): return False if not self._configure_human_input_source(agent_id, human_input_source): return False + if not self._configure_tools(agent_id, tools): + return False return True @@ -63,6 +67,18 @@ def _define_human_input_source(self, mode): if mode in self.human_input_sources: return self.human_input_sources[mode] + # Choose the relevant tools based on the task requirements and the agent's mode + def _choose_tools(self, mode): + # Check if tools have been loaded + if not self.tools: + self._load_tools(mode) + + # Choose the relevant tools based on the task requirements and the agent's mode + if mode in self.tools: + return self.tools[mode] + else: + return None + def _select_input_source(self, mode): if mode == "text": return "text" @@ -142,3 +158,33 @@ def _configure_human_input_source(self, agent_id, human_input_source): # ... return True + + # Load tools from database or file system + + # Load tools from database or file system + def _load_tools(self, mode): + # Load tools from database or file system + # ... + + # Choose relevant tools based on mode and task requirements + if mode == "mode1": + self.tools["knowledge_base"] = KnowledgeBase() + elif mode == "mode2": + self.tools["search_engine"] = SearchEngine() + elif mode == "mode3": + self.tools["database"] = Database() + + # Store tools in dictionary + self.tools = { + "mode1": self.tools["knowledge_base"], + "mode2": self.tools["search_engine"], + "mode3": self.tools["database"], + # ... + } + + # Configure agent's tools based on user's specifications + def _configure_tools(self, agent_id, tools): + # Configure agent's tools based on user's specifications + # ... + + return True diff --git a/database.py b/database.py new file mode 100644 index 0000000..21473a8 --- /dev/null +++ b/database.py @@ -0,0 +1,35 @@ +class Database: + def __init__(self): + self.connection = None + self.host = None + self.port = None + self.username = None + self.password = None + self.database_name = None + + def connect(self): + if self.connection is not None: + raise ValueError("Already connected") + + # Connect to the database using the configured parameters + # ... + + self.connection = ... # store the connection object + + def disconnect(self): + if self.connection is None: + raise ValueError("Not connected") + + # Disconnect from the database + # ... + + self.connection = None + + def execute_query(self, query): + if self.connection is None: + raise ValueError("Not connected") + + # Execute the given query on the database and return the result + # ... + + # return result diff --git a/knowledge_base.py b/knowledge_base.py new file mode 100644 index 0000000..756e56f --- /dev/null +++ b/knowledge_base.py @@ -0,0 +1,9 @@ +class KnowledgeBase: + def __init__(self): + self.data = {} + + def add_data(self, key, value): + self.data[key] = value + + def get_data(self, key): + return self.data.get(key) diff --git a/search_engine.py b/search_engine.py new file mode 100644 index 0000000..16c2fed --- /dev/null +++ b/search_engine.py @@ -0,0 +1,19 @@ +class SearchEngine: + def __init__(self): + self.name = "search_engine" + self.parameters = { + "model": "BERT", + "input_source": "text", + "output_format": "text", + # ... + } + self.tools = { + "search_engine": { + "name": "Elasticsearch", + "version": "7.14.0", + "host": "localhost", + "port": 9200, + # ... + }, + # ... + }