base on Official inference library for pre-processing of Mistral models <div align="center"> <img src="./docs/assets/logo.svg" alt="Mistral AI" height="100"/> <br/> <br/> # Mistral-common [](https://pypi.org/project/mistral-common/) [](https://github.com/mistralai/mistral-common/actions/workflows/lint_build_test.yaml) [](https://mistralai.github.io/mistral-common/) [](https://www.python.org/downloads/) [](./LICENCE) </div> ## What is it? **mistral-common** is a set of tools to help you work with [Mistral AI](https://mistral.ai/) models. We open-source the tokenizers, validation and normalization code that can be used with our models. This ensures that you can take full advantage of our models for the following features: - **tokenization** of text, images and tools calls. - **validation and normalization** of requests, messages, tool calls, and responses. This is built on top of the [Pydantic](https://docs.pydantic.dev/latest/) library. We also version our tokenizers to guarantee backward compatibility for the models that we release. ## For who ? This library is for you if you want to: - use our models in your own application. - build your own models and want to use the same tokenization and validation code as we do. ## How to use it ? You can install the library using pip: ```sh pip install mistral-common[opencv] ``` For more information, please refer to the [documentation](https://mistralai.github.io/mistral-common/). ## How to contribute ? We welcome contributions to this library. Please open an issue on our [GitHub repository](https://github.com/mistralai/mistral-common/issues) if you have any questions or suggestions. All of our features are tested to ensure best usage. But if you encounter a bug, find difficulties in using `mistral-common`. Please also open an issue. ## License This library is licensed under the Apache 2.0 License. See the [LICENSE](../LICENSE) file for more information.", Assign "at most 3 tags" to the expected json: {"id":"9414","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"