mirror of
https://github.com/arc53/DocsGPT.git
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Feat: Agent Token or Request Limiting (#2041)
* Update routes.py, added token and request limits to create/update agent operations * added usage limit check to api endpoints cannot create agents with usage limit right now that will be implemented * implemented api limiting as either token limiting or request limiting modes * minor typo & bug fix
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@@ -3,7 +3,7 @@ import json
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import logging
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from typing import Any, Dict, Generator, List, Optional
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from flask import Response
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from flask import Response, make_response, jsonify
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from flask_restx import Namespace
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from application.api.answer.services.conversation_service import ConversationService
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@@ -25,6 +25,7 @@ class BaseAnswerResource:
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def __init__(self):
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mongo = MongoDB.get_client()
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db = mongo[settings.MONGO_DB_NAME]
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self.db = db
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self.user_logs_collection = db["user_logs"]
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self.gpt_model = get_gpt_model()
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self.conversation_service = ConversationService()
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@@ -40,6 +41,88 @@ class BaseAnswerResource:
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return missing_fields
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return None
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def check_usage(
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self, agent_config: Dict
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) -> Optional[Response]:
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"""Check if there is a usage limit and if it is exceeded
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Args:
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agent_config: The config dict of agent instance
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Returns:
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None or Response if either of limits exceeded.
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"""
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api_key = agent_config.get("user_api_key")
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if not api_key:
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return None
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agents_collection = self.db["agents"]
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agent = agents_collection.find_one({"key": api_key})
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if not agent:
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return make_response(
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jsonify(
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{
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"success": False,
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"message": "Invalid API key."
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}
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),
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401
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)
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limited_token_mode = agent.get("limited_token_mode", False)
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limited_request_mode = agent.get("limited_request_mode", False)
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token_limit = int(agent.get("token_limit", settings.DEFAULT_AGENT_LIMITS["token_limit"]))
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request_limit = int(agent.get("request_limit", settings.DEFAULT_AGENT_LIMITS["request_limit"]))
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token_usage_collection = self.db["token_usage"]
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end_date = datetime.datetime.now()
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start_date = end_date - datetime.timedelta(hours=24)
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match_query = {
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"timestamp": {"$gte": start_date, "$lte": end_date},
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"api_key": api_key
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}
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if limited_token_mode:
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token_pipeline = [
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{"$match": match_query},
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{
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"$group": {
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"_id": None,
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"total_tokens": {"$sum": {"$add": ["$prompt_tokens", "$generated_tokens"]}}
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}
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}
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]
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token_result = list(token_usage_collection.aggregate(token_pipeline))
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daily_token_usage = token_result[0]["total_tokens"] if token_result else 0
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else:
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daily_token_usage = 0
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if limited_request_mode:
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daily_request_usage = token_usage_collection.count_documents(match_query)
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else:
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daily_request_usage = 0
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if not limited_token_mode and not limited_request_mode:
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return None
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elif limited_token_mode and token_limit > daily_token_usage:
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return None
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elif limited_request_mode and request_limit > daily_request_usage:
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return None
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return make_response(
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jsonify(
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{
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"success": False,
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"message": "Exceeding usage limit, please try again later."
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}
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),
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429, # too many requests
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)
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def complete_stream(
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self,
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question: str,
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