refactor: folder restructure for agent based workflow

This commit is contained in:
Siddhant Rai
2025-02-25 09:03:45 +05:30
parent 6fed84958e
commit 1f0b779c64
12 changed files with 38 additions and 35 deletions

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import json
import requests
from application.agents.tools.base import Tool
class APITool(Tool):
"""
API Tool
A flexible tool for performing various API actions (e.g., sending messages, retrieving data) via custom user-specified APIs
"""
def __init__(self, config):
self.config = config
self.url = config.get("url", "")
self.method = config.get("method", "GET")
self.headers = config.get("headers", {"Content-Type": "application/json"})
self.query_params = config.get("query_params", {})
def execute_action(self, action_name, **kwargs):
return self._make_api_call(
self.url, self.method, self.headers, self.query_params, kwargs
)
def _make_api_call(self, url, method, headers, query_params, body):
if query_params:
url = f"{url}?{requests.compat.urlencode(query_params)}"
if isinstance(body, dict):
body = json.dumps(body)
try:
print(f"Making API call: {method} {url} with body: {body}")
response = requests.request(method, url, headers=headers, data=body)
response.raise_for_status()
content_type = response.headers.get(
"Content-Type", "application/json"
).lower()
if "application/json" in content_type:
try:
data = response.json()
except json.JSONDecodeError as e:
print(f"Error decoding JSON: {e}. Raw response: {response.text}")
return {
"status_code": response.status_code,
"message": f"API call returned invalid JSON. Error: {e}",
"data": response.text,
}
elif "text/" in content_type or "application/xml" in content_type:
data = response.text
elif not response.content:
data = None
else:
print(f"Unsupported content type: {content_type}")
data = response.content
return {
"status_code": response.status_code,
"data": data,
"message": "API call successful.",
}
except requests.exceptions.RequestException as e:
return {
"status_code": response.status_code if response else None,
"message": f"API call failed: {str(e)}",
}
def get_actions_metadata(self):
return []
def get_config_requirements(self):
return {}

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from abc import ABC, abstractmethod
class Tool(ABC):
@abstractmethod
def execute_action(self, action_name: str, **kwargs):
pass
@abstractmethod
def get_actions_metadata(self):
"""
Returns a list of JSON objects describing the actions supported by the tool.
"""
pass
@abstractmethod
def get_config_requirements(self):
"""
Returns a dictionary describing the configuration requirements for the tool.
"""
pass

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import requests
from application.agents.tools.base import Tool
class CryptoPriceTool(Tool):
"""
CryptoPrice
A tool for retrieving cryptocurrency prices using the CryptoCompare public API
"""
def __init__(self, config):
self.config = config
def execute_action(self, action_name, **kwargs):
actions = {"cryptoprice_get": self._get_price}
if action_name in actions:
return actions[action_name](**kwargs)
else:
raise ValueError(f"Unknown action: {action_name}")
def _get_price(self, symbol, currency):
"""
Fetches the current price of a given cryptocurrency symbol in the specified currency.
Example:
symbol = "BTC"
currency = "USD"
returns price in USD.
"""
url = f"https://min-api.cryptocompare.com/data/price?fsym={symbol.upper()}&tsyms={currency.upper()}"
response = requests.get(url)
if response.status_code == 200:
data = response.json()
# data will be like {"USD": <price>} if the call is successful
if currency.upper() in data:
return {
"status_code": response.status_code,
"price": data[currency.upper()],
"message": f"Price of {symbol.upper()} in {currency.upper()} retrieved successfully.",
}
else:
return {
"status_code": response.status_code,
"message": f"Couldn't find price for {symbol.upper()} in {currency.upper()}.",
}
else:
return {
"status_code": response.status_code,
"message": "Failed to retrieve price.",
}
def get_actions_metadata(self):
return [
{
"name": "cryptoprice_get",
"description": "Retrieve the price of a specified cryptocurrency in a given currency",
"parameters": {
"type": "object",
"properties": {
"symbol": {
"type": "string",
"description": "The cryptocurrency symbol (e.g. BTC)",
},
"currency": {
"type": "string",
"description": "The currency in which you want the price (e.g. USD)",
},
},
"required": ["symbol", "currency"],
"additionalProperties": False,
},
}
]
def get_config_requirements(self):
# No specific configuration needed for this tool as it just queries a public endpoint
return {}

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import requests
from application.agents.tools.base import Tool
class TelegramTool(Tool):
"""
Telegram Bot
A flexible Telegram tool for performing various actions (e.g., sending messages, images).
Requires a bot token and chat ID for configuration
"""
def __init__(self, config):
self.config = config
self.token = config.get("token", "")
def execute_action(self, action_name, **kwargs):
actions = {
"telegram_send_message": self._send_message,
"telegram_send_image": self._send_image,
}
if action_name in actions:
return actions[action_name](**kwargs)
else:
raise ValueError(f"Unknown action: {action_name}")
def _send_message(self, text, chat_id):
print(f"Sending message: {text}")
url = f"https://api.telegram.org/bot{self.token}/sendMessage"
payload = {"chat_id": chat_id, "text": text}
response = requests.post(url, data=payload)
return {"status_code": response.status_code, "message": "Message sent"}
def _send_image(self, image_url, chat_id):
print(f"Sending image: {image_url}")
url = f"https://api.telegram.org/bot{self.token}/sendPhoto"
payload = {"chat_id": chat_id, "photo": image_url}
response = requests.post(url, data=payload)
return {"status_code": response.status_code, "message": "Image sent"}
def get_actions_metadata(self):
return [
{
"name": "telegram_send_message",
"description": "Send a notification to Telegram chat",
"parameters": {
"type": "object",
"properties": {
"text": {
"type": "string",
"description": "Text to send in the notification",
},
"chat_id": {
"type": "string",
"description": "Chat ID to send the notification to",
},
},
"required": ["text"],
"additionalProperties": False,
},
},
{
"name": "telegram_send_image",
"description": "Send an image to the Telegram chat",
"parameters": {
"type": "object",
"properties": {
"image_url": {
"type": "string",
"description": "URL of the image to send",
},
"chat_id": {
"type": "string",
"description": "Chat ID to send the image to",
},
},
"required": ["image_url"],
"additionalProperties": False,
},
},
]
def get_config_requirements(self):
return {
"token": {"type": "string", "description": "Bot token for authentication"},
}

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import json
class ToolActionParser:
def __init__(self, llm_type):
self.llm_type = llm_type
self.parsers = {
"OpenAILLM": self._parse_openai_llm,
"GoogleLLM": self._parse_google_llm,
}
def parse_args(self, call):
parser = self.parsers.get(self.llm_type, self._parse_openai_llm)
return parser(call)
def _parse_openai_llm(self, call):
call_args = json.loads(call.function.arguments)
tool_id = call.function.name.split("_")[-1]
action_name = call.function.name.rsplit("_", 1)[0]
return tool_id, action_name, call_args
def _parse_google_llm(self, call):
call_args = call.args
tool_id = call.name.split("_")[-1]
action_name = call.name.rsplit("_", 1)[0]
return tool_id, action_name, call_args

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import importlib
import inspect
import os
import pkgutil
from application.agents.tools.base import Tool
class ToolManager:
def __init__(self, config):
self.config = config
self.tools = {}
self.load_tools()
def load_tools(self):
tools_dir = os.path.join(os.path.dirname(__file__))
for finder, name, ispkg in pkgutil.iter_modules([tools_dir]):
if name == "base" or name.startswith("__"):
continue
module = importlib.import_module(f"application.agents.tools.{name}")
for member_name, obj in inspect.getmembers(module, inspect.isclass):
if issubclass(obj, Tool) and obj is not Tool:
tool_config = self.config.get(name, {})
self.tools[name] = obj(tool_config)
def load_tool(self, tool_name, tool_config):
self.config[tool_name] = tool_config
module = importlib.import_module(f"application.agents.tools.{tool_name}")
for member_name, obj in inspect.getmembers(module, inspect.isclass):
if issubclass(obj, Tool) and obj is not Tool:
return obj(tool_config)
def execute_action(self, tool_name, action_name, **kwargs):
if tool_name not in self.tools:
raise ValueError(f"Tool '{tool_name}' not loaded")
return self.tools[tool_name].execute_action(action_name, **kwargs)
def get_all_actions_metadata(self):
metadata = []
for tool in self.tools.values():
metadata.extend(tool.get_actions_metadata())
return metadata