{"repo":"byaan-ai/byaan","free":true,"listed":false,"github":"https://github.com/byaan-ai/byaan","clone":"git clone https://github.com/byaan-ai/byaan.git","description":"Open-Source data analyst your team actually owns. Ask in Slack, on Mac, or via MCP. Byaan learns your business. Read-only by design","language":"Python","stars":95,"topics":["ai","ai-agents","data-analytics","mcp","privacy","self-hosted"],"license":"MIT","category":"self-hosted-apps","readme_excerpt":"Byaan The AI data agent that actually learns your databases. Ask questions in plain English, get interactive dashboards. Bring your own models. Keep your databases private. Website · Quick Start · Self-Hosted Docs · Read-Only Guardrails · Actions Hardening · Contributing · Issues --- What is Byaan? Byaan is for teams and builders who want an AI analyst connected to their own data, not a generic chat box that forgets everything after each answer. Use Byaan to: - Ask questions across databases, files, and business context in plain English - Turn answers into inspectable queries, charts, dashboards, and scheduled reports - Let your data knowledge compound over time instead of rebuilding context in every conversation Most AI data tools fail for three reasons: 1. They lack business context. What does \"revenue\" mean at your company? Which transactions to exclude? What's the fiscal year? Generic AI doesn't know. 2. They pick the wrong tables. With dozens of data sources, AI guesses — and guesses wrong. 3. They don't learn. Every session starts from scratch. Same question, same mistakes. Byaan solves this by building persistent context around your data. It auto-discovers your schema, learns your metric definitions and business rules, and stores that knowledge so every conversation builds on the last. Connect it to your GitHub repos and it learns your codebase context too. The result is an agent that can accumulate your data's tribal knowledge","default_branch":null,"files":null,"tree":[],"storefront":"/r/byaan-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/byaan-ai/byaan/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}