Mstfakts / Text-Similarity-Towhee-MilvusDB

A Milvus Database and NLP project where you can perform text-based similar searches on the dataset you will upload. Milvus Database is a vector Database and Towhee provides several advantages such as ready-made pipelines.

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πŸ“£ NLP Text Similarity Project w/ Milvus Database πŸ’Ύ, Docker 🐳, and Towhee πŸš€

πŸ”₯ First Look (GIF video) πŸ‘‡ :

🐳 Installation

Make sure that you have Docker and Docker compose to run the project

πŸ’» Run the Services

The very first step of this project is running all the services.

docker-compose up -d

🏁 Open UI

After the services are succesfully running, Then open this address:

http://localhost:8501

Streamlit screen should show up unless you got any database connection error.

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

License

MIT

About

A Milvus Database and NLP project where you can perform text-based similar searches on the dataset you will upload. Milvus Database is a vector Database and Towhee provides several advantages such as ready-made pipelines.


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