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Chatbot consultant on tour operator products and visa support issues

tourism
AI-powered chatbots and the LLM
2
90%
the workload on technical support has been reduced
by
compiled the accuracy of the answers
times
Customer
A major tour operator
CHALLENGES/FEATURES
High demands on response accuracy
due to image risks for the company

LLM's tendency to generate
incorrect information (hallucinations)

Difficulty finding relevant information
in an extensive knowledge base

Routing complex user requests

Design and development of an AI-powered chatbot consultant. The assistant will advise all users on tour operator products, visa requirements, and entry and stay regulations.
Task
solution
Technical solution
An AI-powered chatbot consultant. The assistant advises all users on tour operator products, visa requirements, and arrival and stay regulations.
Tech stack:
Aiogram, Requests, FastAPI, Uvicorn, Json, Python-docx, Logging, Typing, NumPy, Pandas
Result
Business values
Reducing average response time
Reducing image risks:
Saving resources
reducing the workload on technical support by half
The chatbot responds in seconds,
while a technical support representative typically takes 5 to 20 minutes to respond.

answer accuracy is more than 90%
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Development of software
and Big Data solutions
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