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title: README |
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<img src="bunka_logo.png" alt="Bunka Logo" width="600"/> |
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<h1 align="center">Welcome to Bunka</h1> |
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Bunka provides visual investigation of textual datasets, using Topic Modeling and Frame Analysis. |
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Whether you want to understand your training datasets, its content or what it's missing before fine-tuning your model, you're at the right place! |
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<a href="https://www.bunka.ai/"><img src="https://img.shields.io/badge/Website-FF7139?style=for-the-badge&logo=firefox-browser&logoColor=white" alt="Website"></a> |
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<a href="https://github.com/charlesdedampierre/BunkaTopics"><img src="https://img.shields.io/badge/GitHub-100000?style=for-the-badge&logo=github&logoColor=white" alt="GitHub"></a> |
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<a href="https://www.linkedin.com/company/85881815"><img src="https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge&logo=linkedin&logoColor=white" alt="LinkedIn"></a> |
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<a href="https://discord.gg/3YRPVqXabQ"><img src="https://img.shields.io/badge/Discord-7289DA?style=for-the-badge&logo=discord&logoColor=white" alt="Discord"></a> |
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## 🚀 Explore Our Platform |
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<a href="https://beta.bunkasearch.com/"> |
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<img src="platform_hub.png" alt="Bunka Platform Overview" width="800"/> |
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Our platform, based on Bunka's open-source backend technology, can be used to visualize, explore, and refine unstructured information. Public datasets are already available for exploration. |
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<a href="https://beta.bunkasearch.com/"><img src="https://img.shields.io/badge/Try%20Bunka%20Platform-4285F4?style=for-the-badge&logo=google-maps&logoColor=white" alt="Try Bunka Platform"></a> |
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## 🧠 Topic Modeling |
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We summarize information with Topic Modeling & Generative AI for RAG. |
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This provides an overview of your dataset contents in the blink of an eye! |
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<img src="newsmap.png" alt="Topic Modeling Example" width="600"/> |
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## 🖼️ Frame Analysis |
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We project information on a supervised Axis to Explore textual data in a completely new way. |
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This allows you to investigate potential biases, or filter the content of your dataset in order to clean it faster! |
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<img src="bourdieu.png" alt="Frame Analysis Example" width="600"/> |
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## 🎬 Example: IMDB Dataset Visualization |
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Explore our visualization of the IMDB dataset: |
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<a href="https://beta.bunkasearch.com/map/206"> |
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<img src="imdb_dataset.png" alt="IMDB Dataset Visualization" width="800"/> |
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## 🤝 Join Our Community |
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We're excited to have you join our community! Feel free to reach out on any of our platforms for questions, suggestions, or collaborations. |
