User Review Analysis Report Generator

Key Features

• Scrapes review data from multiple sources such as Google and Zomato.
• Structures and stores the data in CSV format.
• Uses Langchain’s RecursiveCharacterTextSplitter to preprocess text.
• Summarizes review content using Map-Reduce with LLM (OpenAI).
• Generates comprehensive analysis reports in Word format.

Technologies Used

Challenges

Extracting clean and relevant data from various websites and summarizing them meaningfully.

Solution

Combining scraping techniques with advanced NLP processing for efficient and accurate summarization of customer reviews.

Results

Businesses can use these reports to quickly assess customer sentiment and areas for improvement.