Search Results for "copilot"

Tally is an open-source, AI-assisted tool designed to automate the classification of personal financial transactions, helping users turn raw bank data into meaningful categories without manual tagging. At its core, Tally pairs a local rule engine with large language models so that an AI assistant (like Claude Code, Copilot, or any CLI agent) interprets, suggests, and categorizes expenses, savings, subscriptions, and income events based on your own rules and behavior. It generates human-readable reports and can produce HTML, JSON, or Markdown outputs to suit dashboards or personal finance workflows. The project emphasizes transparency, allowing users to see why a particular transaction was classified a certain way and to refine rules over time. ...

...It provides a modular agent framework where each agent focuses on a step in the typical data science pipeline — for example, loading data from CSV/Excel files, cleaning and wrangling messy datasets, engineering predictive features, building models with AutoML, connecting to SQL databases, and producing visual outputs — all driven by natural language or programmatic instructions. The project includes ready-to-use applications that showcase these agents in action, such as an exploratory data analysis copilot that generates reports, a pandas data analyst that combines wrangling and plotting, and SQL database agents that can query business databases and output results directly.

...Key Features: Browser-based installation wizard — no manual SQL imports needed Product management with categories, brands, barcodes and stock tracking Multi-currency support (USD, EUR, Gold) with automated cron-based price updates REST Web API (v1) for remote integration — supports orders, products, categories and brands Invoice fields with Turkish tax ID (TCKN) and tax office support at checkout Cargo tracking: assign carrier and tracking number per order Theme system — separate templates for storefront and admin panel Module system for extending functionality AI-friendly codebase with AGENTS.md and AI_CONTEXT.md for Cursor/Copilot agents Turkish admin panel and localization out of the box Requirements: PHP 7.4+ (GD, PDO MySQ