Aerostack
Aerostack
Templates/Customer Support Bot
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🎧 Customer Support Featured

Customer Support Bot

Train on your FAQs and tickets

RAG Vector SearchAI LLM PipelineTicket DeflectionEscalation DetectionMulti-format Ingestion

About

Deflect repetitive support tickets automatically with a bot trained on your FAQs, knowledge base, and resolved ticket history. Ingest support documentation in any format and the system builds a semantic index for instant, accurate answers.

When confidence is low, the bot signals escalation so your human agents only handle what truly needs a human touch.

API Endpoints

POST/ingest
POST/chat
POST/search
GET/docs
GET/health

How It Works

1

Knowledge Ingestion

POST /ingest — support docs, FAQs, and ticket exports are chunked, embedded, and indexed.

2

Query Understanding

User question is embedded and matched against indexed support content.

3

Confidence Scoring

Retrieval score determines if the bot can answer or should escalate to a human.

4

Response Generation

LLM generates a concise, on-brand answer grounded in the retrieved support content.

5

Escalation Signal

Low-confidence queries are flagged with escalation metadata for your ticketing system.

Use Cases

🎫

Ticket Deflection

Automatically answer common questions before they become tickets in your helpdesk.

💬

Live Chat Widget

Power a chat widget on your site that answers questions 24/7 from your support docs.

🏢

Internal Helpdesk

IT and HR teams get instant answers to policy questions from internal knowledge bases.

🚀

Onboarding Support

Guide new customers through setup with answers sourced from your getting-started docs.

Quick Launch

Opens Aerostack dashboard to deploy this template

What's Included

RAG Vector Search
AI LLM Pipeline
Ticket Deflection
Escalation Detection
Multi-format Ingestion
5 API endpoints
Edge deployed

Pipeline

RAG— Vector search + retrieval
LLM— AI text generation

Billing Model

subscription

Fixed monthly price with token quota.

Tags

supportfaqticket-deflectionescalation