AI Assistant
The Dicolytics AI Assistant is a GPT-powered conversational interface that analyzes your bot's statistics and helps you understand your data.
Overview
The AI Assistant lives in the dashboard sidebar and can answer questions about your bot's analytics in natural language. It has access to your project's aggregated statistics and can generate insights, identify trends, and suggest actions.
INFO
The AI Assistant uses OpenAI's GPT models. Your raw event data is never sent to OpenAI -- only pre-aggregated statistics and metadata are shared with the AI for analysis.
What You Can Ask
Setup and Configuration
- "How do I set up the SDK?"
- "What intents do I need for member tracking?"
- "How do I configure multi-cluster?"
Data Analysis
- "What are my top 10 commands this week?"
- "How has my user count changed over the last 30 days?"
- "Which servers generate the most interactions?"
- "What is the average response latency for the /help command?"
Troubleshooting
- "Why am I not seeing any data?"
- "Why is my error rate high?"
- "What is causing the latency spike on Tuesday?"
Insights and Recommendations
- "How can I improve my bot's response time?"
- "Which commands should I prioritize for optimization?"
- "Are there any unusual patterns in my data?"
Token Credits
AI Assistant usage is measured in token credits. Each question and response consumes tokens based on the length of the conversation and the amount of data analyzed.
Note
- Short, specific questions use fewer tokens than broad analytical questions.
- The assistant remembers context within a conversation, so follow-up questions are efficient.
- Token usage is displayed in the dashboard settings under Usage.
Safety and Privacy
The AI Assistant follows strict data handling rules:
| Aspect | Policy |
|---|---|
| Data sent to AI | Only pre-aggregated statistics (counts, averages, rankings). Never raw events, user IDs, or message content. |
| Conversation storage | Conversations are stored for your session only and not used for AI model training. |
| Server-side processing | All aggregation happens on the Dicolytics backend before data reaches the AI model. |
| Scope | The assistant can only access data from the currently selected project. |
INFO
The AI Assistant provides analytical insights based on your data. Its recommendations are suggestions, not guarantees. Always validate important decisions with your own analysis using the Explore tool.
Getting Started
- Open the dashboard and select your project.
- Click the AI Assistant icon in the sidebar (or bottom-right corner).
- Type your question in natural language.
- The assistant responds with analysis, charts references, and actionable suggestions.
Follow-up questions maintain context from the current conversation, so you can drill deeper into a topic without repeating background information.