---
title: README
emoji: 🌍
colorFrom: yellow
colorTo: yellow
sdk: static
pinned: false
---

<img src="bunka_logo.png" alt="Logo" width="600"/>


Bunka provides visual investigation of textual datasets, using Topic Modeling and Frame Analysis.
Whether you want to understand your training datasets, its content or what its missing before fine-tuning your model, you are at the right place !

https://www.bunka.ai/

Please visit our Github Profile: https://github.com/charlesdedampierre/BunkaTopics

# Topic Modeling

We summarize information with Topic Modeling & Generative AI for RAG.
This provides an overview of your dataset contents in the blink of an eye !

<img src="newsmap.png" alt="Logo" width="600"/>

# Frame Analysis

We project information on a supervised Axis to Explore textual data in a completely new way.
This allows you to investigate potential biases, or filter the content of your dataset in order to clean it faster !

<img src="bourdieu.png" alt="Logo" width="600"/>