{"repo":"airweave-ai/slack-knowledge-assistant","free":true,"listed":false,"github":"https://github.com/airweave-ai/slack-knowledge-assistant","clone":"git clone https://github.com/airweave-ai/slack-knowledge-assistant.git","description":"An open-source Slack knowledge assistant that answers your team's questions by searching across all of your company's tools using Airweave.","language":"Python","stars":58,"topics":["ai-assistant","airweave","anthropic","chatbot","claude","developer-tools","fastapi","knowledge-assistant","knowledge-base","llm"],"license":"MIT","category":"ai-agents","readme_excerpt":"Slack Knowledge Assistant An open-source Slack bot that answers your team's questions by searching across all of your company's tools using Airweave. https://github.com/user-attachments/assets/28a16e19-8359-4bf8-b110-f6f69c886d06 Connect sources like GitHub, Notion, Linear, Google Drive, Jira, Confluence, Slack, and 50+ others. Ask a question in Slack, and the assistant searches across everything and responds with a well-formatted answer and source citations. How it works The assistant: 1. Reacts with a thinking emoji while it works 2. Contextualizes follow-up questions using thread history (so \"what about the API?\" works in context) 3. Searches across all your connected sources via Airweave (hybrid semantic + keyword search with reranking) 4. Generates an AI answer from search results 5. Polishes the answer for Slack, confidence-graded based on source quality 6. Posts a rich reply with source citations linking back to the original documents 7. Adapts if teammates reply while it's thinking, so it won't repeat what humans already said What it responds to - @mentions in any channel the bot is in - Direct messages to the bot - Thread follow-ups when you @mention it again in a thread Conversational threads In threads, the assistant acts as a full chatbot backed by Airweave search. It remembers the entire conversation and rewrites your follow-up questions into standalone search queries, so you can ask things like \"what about the API?\" or \"who built that?\" and it understands the co","default_branch":null,"files":null,"tree":[],"storefront":"/r/airweave-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/airweave-ai/slack-knowledge-assistant/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."}