# AI powered ticket tool Ticket Tool AI is an AI powered Discord ticket bot that proactively detects when users need help and suggests support tickets. It uses vector embeddings and semantic search to find relevant answers from your knowledge base via RAG (Retrieval Augmented Generation), delivering context-aware responses. {% embed url="" %} \ The bot learns over time through intelligent response caching, improving accuracy. It analyzes messages in real time, categorizes issues, and provides instant AI powered support within ticket channels, improving response quality as it processes more interactions It uses a plugin based architecture where features are loaded dynamically. This ensures that if one module has an issue, the core bot stays online. \ The bot utilizes a RAG pipeline. When a user asks a question, the bot vectorizes the query, searches its internal knowledge base for relevant context, and feeds that into an LLM to generate accurate, context-aware responses. \ It relies heavily on Persistent Views (buttons/modals) for a seamless UI that works even after bot restarts. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://ansari-labs.gitbook.io/ansari-labs/products/ai-powered-ticket-tool.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.