Multi-Agent LLM Recipe Prices orchestrates a suite of specialized AI agents to break down recipes into ingredients, query external price databases or APIs for real-time market rates, perform unit conversions, and sum up total costs by currency. Built in Python, it uses a recipe parsing agent to extract items, a price lookup agent to fetch current prices, and a currency conversion agent to handle international pricing. The framework logs each step, supports plugin extensions for new data providers, and outputs detailed cost breakdowns in JSON or CSV formats for further analysis.

unmess employs advanced AI agents to automate and streamline financial planning and analysis tasks. These agents assist in cost tracking, unit-level analytics, and generating insightful reports. By integrating real-time data, unmess enables startups to make informed financial decisions swiftly. The platform not only simplifies complicated financial processes but also identifies opportunities for cost reduction and optimization, making it indispensable for businesses aiming for growth and efficiency.

Timely is an innovative time tracking software powered by artificial intelligence. The software is designed to make time tracking easier by automatically logging work hours, enabling seamless project management, client reporting, and improving overall productivity. It boasts features such as project dashboards, billable and cost rate tracking, and tag assignment. Timely is used by over 5,000 companies across 160 countries, providing them with a reliable solution for time tracking that integrates smoothly with their workflows.

Mesha is a comprehensive financial solution designed to simplify bookkeeping, accounting, payroll, and other financial management tasks. With robust integrations to banks, payroll services, CRM systems, and other financial tools, Mesha allows you to track income, expenses, and other financial transactions in real time. The software is especially suited for founders, finance teams, and small business owners who need an efficient way to manage finances without the complexity of traditional accounting systems. Mesha provides tools to track cost basis, NFT values, and more for web3 teams as well.