Install Here: https://discord.com/oauth2/authorize?client_id=1281410357675687999&permissions=397284867136&scope=bot%20applications.commands

A lightweight Discord bot that brings Katara’s RAG‑powered “agent” framework right into your channels and DMs. Instead of jumping into a separate web app, your team can ✅ ask questions, ✅ summarize or revise content, and ✅ listen across channels

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2. Core Capabilities
	•	Retrieval‑Augmented Q&A
	•	Listsens to servers and channels
	•	Pulls from your connected KBs (GitHub wiki, Confluence, Notion, etc.) plus the underlying LLM to deliver concise, context‑aware answers.
	•	Summarization & Rewriting
	•	Runs Katara’s classifier, recommender, rewriter pipeline to produce polished copy.
	•	Content Health Alerts
	•	Monitor channel in listen only mode
	•	Posts a reminder in a designated channel when articles haven’t been updated within your threshold.
	•	Automated Ticket Creation
	•	When the bot spots outdated or low‑coverage content, it can open a Jira/GitHub issue on your behalf with suggested edits attached.
	•	Interactive Document Walk‑throughs
	•	In DMs, the bot can guide users step‑by‑step through editing workflows—e.g. “Here are the three latest API changes; which would you like to update first?”

3. How It Works
	1.	Discord Integration
	2.	Backend Agents
	•	Classifier Agent tags incoming requests or document snippets by Diataxis category.
	•	Recommender Agent decides the next action (reply inline, create a ticket, flag for human review).
	•	Rewriter Agent uses your style guidelines to generate the final text.
	3.	Data Connectors
	•	Connectors to GitHub, Notion, Confluence, SharePoint, or any RESTful API.
	•	Content is vectorized and stored in a managed vector database (e.g. Pinecone, Weaviate).
	4.	Security & Permissions
	•	OAuth2 for server‑wide install; granular scopes so the bot can read only specific channels or repos.
	•	Audit logs for every action it takes (summaries generated, tickets opened, etc.).

4. Typical Use Cases
	•	Developer Support Channels: Instantly answer “How do I use endpoint X?” without burdening your engineers.
	•	Product Release Stand‑ups: Summarize release notes and highlight docs needing updates.
	•	Onboarding New Hires: New team members can /katara ask onboarding guide and get up to speed immediately.
	•	Cross‑Functional Alerts: Marketing sees that a technical doc has changed and gets a heads‑up to update collateral.

5. Getting Started
	1.	Install the Bot
	•	Invite via OAuth link.
	•	Grant read access to your docs channels and write access to your tickets channel.
	2.	Configure Your KBs
	•	In the Katara dashboard, add your GitHub, Confluence, Notion integrations.
	•	Set refresh schedules for vector indexes.
	3.	Tune Your Agents
	•	Define your Diataxis categories and style guides.
	•	Adjust staleness thresholds and ticket templates.
	4.	Train Your Team
	•	Share a one‑pager on slash commands and best practices.
	•	Run a kickoff session where people ask the bot live questions.

katara

The #1 AI powered chat bot for community growth. Automate 1 to 1 personalized conversations based on your own docs, code, and data. 

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