{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "astrbotdevs-astrbot--build-a-team-knowledge-base-bot",
 "repo": "AstrBotDevs/AstrBot",
 "repo_url": "https://github.com/AstrBotDevs/AstrBot",
 "repo_slug": "astrbotdevs-astrbot",
 "title": "Build a team knowledge base bot inside your chat app",
 "page_title": "How to build a team knowledge base bot inside your chat app with Astr Bot",
 "summary": "Load documents into Astr Bot's knowledge base so the bot answers team questions in chat.",
 "who": "A team lead whose colleagues keep asking the same questions in group chats.",
 "problem": "Answers live in scattered docs and people ask in chat instead of searching.",
 "outcome": "A chat bot that answers from your knowledge base in group chats and DMs.",
 "steps": [
  "Install and run Astr Bot",
  "Upload your docs to the Knowledge Base in the WebUI",
  "Connect the team's messaging platform",
  "Set a persona that tells the bot to answer only from the knowledge base",
  "Turn on auto context compression for long conversations"
 ],
 "agent_prompt": "Set up AstrBotDevs/AstrBot as a knowledge base bot for <team>: load <docs>, connect it to <chat app>, and write a persona that answers only from the docs and says when it does not know.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "1 hour",
 "basis": "readme",
 "caveat": "",
 "category": "Work and operations",
 "tags": [
  "Work and operations"
 ],
 "lang": "python",
 "requirements": [
  "uv for the one-click install (or Docker)",
  "Python 3.12 via uv",
  "An LLM provider and the bot credentials for each messaging platform you connect"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/astrbotdevs-astrbot/build-a-team-knowledge-base-bot/",
 "md": "https://dedupedai.com/use-cases/astrbotdevs-astrbot/build-a-team-knowledge-base-bot/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/astrbotdevs-astrbot--build-a-team-knowledge-base-bot.json",
 "api_version": "v1"
}