README.md

metadata

title: CatLLM - Survey Response Summarizer
emoji: 🐱
colorFrom: yellow
colorTo: yellow
sdk: streamlit
sdk_version: 1.32.0
app_file: app.py
pinned: false
license: gpl-3.0
short_description: Summarize survey responses and PDFs using LLMs

CatLLM - Survey Response Summarizer

A web interface for the catllm Python package. Summarize survey responses and PDF documents using various LLM providers.

How to Use

1. Upload Your Data: Upload a CSV, Excel file, or PDF documents
2. Select Column (for text): Choose the column containing the text responses to summarize
3. Add Context: Describe your data and optionally add focus/instructions
4. Choose a Model: Select your preferred LLM (free models available!)
5. Click Summarize: View and download results with generated summaries

Features

• Text Summarization: Summarize survey responses, feedback, or any text data
• PDF Summarization: Extract and summarize content from PDF documents
• Customizable: Add focus areas, max length limits, and custom instructions
• Methodology Report: Download a PDF report documenting your summarization process

Supported Models

Provider	Models
OpenAI	gpt-4.1, gpt-4o, gpt-4o-mini
Anthropic	claude-sonnet-4.5, claude-opus-4, claude-3.5-haiku
Google	gemini-2.5-pro, gemini-2.5-flash
Mistral	mistral-large-latest
Free Models	Qwen3 235B, DeepSeek V3.1, Llama 3.3 70B

Privacy

Your API key is never stored. It is only used for the current summarization request and is not logged or saved.

Related

• CatLLM Survey Classifier - Classify survey responses into categories
• catllm on PyPI
• GitHub Repository