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Fix/code generation errors #193

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0d550fa
Fix typescript issue for batch file upload
Autumnlight02 Mar 4, 2025
245fd28
fix: code generation error had some duplicate attributes, removed them
Autumnlight02 Mar 4, 2025
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3 changes: 2 additions & 1 deletion docs/capabilities/batch.md
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Original file line number Diff line number Diff line change
Expand Up @@ -55,7 +55,8 @@ const batchData = await client.files.upload({
file: {
fileName: "batch_input_file.jsonl",
content: batchFile,
}
},
purpose: "batch"
});
```
</TabItem>
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19 changes: 9 additions & 10 deletions docs/capabilities/code-generation.mdx
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Expand Up @@ -279,7 +279,7 @@ Check out the README of [mistral-inference](https://github.com/mistralai/mistral
## Integration with continue.dev
Continue.dev supports both Codestral base for code generation and Codestral Instruct for chat.

<iframe width="560" height="315" width="100%" src="https://www.youtube.com/embed/mjltGOJMJZA?si=Tmf0kpPn3hVJ0CaM" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
<iframe height="315" width="100%" src="https://www.youtube.com/embed/mjltGOJMJZA?si=Tmf0kpPn3hVJ0CaM" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

### How to set up Codestral with Continue

Expand Down Expand Up @@ -325,8 +325,7 @@ If you run into any issues or have any questions, please join our Discord and po

## Integration with Tabnine
Tabnine supports Codestral Instruct for chat.

<iframe width="560" height="315" width="100%" src="https://www.youtube.com/embed/pFa4NLK9Lbw?si=7tsfFUsOyllkwl-M" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
<iframe height="315" width="100%" src="https://www.youtube.com/embed/pFa4NLK9Lbw?si=7tsfFUsOyllkwl-M" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

### How to set up Codestral with Tabnine

Expand Down Expand Up @@ -366,7 +365,7 @@ llm.invoke([("user", "Write a function for fibonacci")])

For a more complex use case of self-corrective code generation using the instruct Codestral tool use, check out this [notebook](https://github.com/mistralai/cookbook/blob/main/third_party/langchain/langgraph_code_assistant_mistral.ipynb) and this video:

<iframe width="560" height="315" width="100%" src="https://www.youtube.com/embed/zXFxmI9f06M?si=8ZEoqNVECVJQFcVA" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
<iframe height="315" width="100%" src="https://www.youtube.com/embed/zXFxmI9f06M?si=8ZEoqNVECVJQFcVA" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

## Integration with LlamaIndex
LlamaIndex provides support for Codestral Instruct and Fill In Middle (FIM) endpoints. Here is how you can use it in LlamaIndex:
Expand Down Expand Up @@ -402,7 +401,7 @@ jupyter lab

Afterwards, you can select Codestral as your model of choice, input your Mistral API key, and start coding with Codestral!

<iframe width="560" height="315" width="100%" src="https://www.youtube.com/embed/jNUSTZwlq9M?si=plx_V19ZakgrniHy" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
<iframe height="315" width="100%" src="https://www.youtube.com/embed/jNUSTZwlq9M?si=plx_V19ZakgrniHy" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

## Integration with JupyterLite

Expand All @@ -411,14 +410,14 @@ JupyterLite is a project that aims to bring the JupyterLab environment to the we
You can try Codestral with JupyterLite in your browser:
[![lite-badge](https://jupyterlite.rtfd.io/en/latest/_static/badge.svg)](https://jupyterlite.github.io/ai/lab/index.html)

<iframe width="560" height="315" width="100%" src="https://www.youtube.com/embed/edKyZSWy-Fw?si=pBzFV40vckyuCl6w" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
<iframe height="315" width="100%" src="https://www.youtube.com/embed/edKyZSWy-Fw?si=pBzFV40vckyuCl6w" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

## Integration with CodeGPT

CodeGPT is a powerful agnostic extension harnessing the capabilities of Large Language Models (LLMs) to boost your programming tasks using AI in VSCode.
You can select Codestral in CodeGPT for code generation and tab completion.

<iframe width="560" height="315" width="100%" src="https://www.youtube.com/embed/arzj2BjXTSc?si=hso_zHcWD9qzd9G1" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
<iframe height="315" width="100%" src="https://www.youtube.com/embed/arzj2BjXTSc?si=hso_zHcWD9qzd9G1" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

## Integration with Tabby

Expand All @@ -435,7 +434,7 @@ api_key = "secret-api-key"

You can check out [Tabby's documentation](https://tabby.tabbyml.com/docs/administration/model/#mistral--codestral) to learn more.

<iframe width="560" height="315" width="100%" src="https://www.youtube.com/embed/ufHbMyC0oGA?si=kKlH8L3EtECMdtV7" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
<iframe height="315" width="100%" src="https://www.youtube.com/embed/ufHbMyC0oGA?si=kKlH8L3EtECMdtV7" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

## Integration with E2B
E2B provides open-source secure sandboxes for AI-generated code execution.
Expand All @@ -444,7 +443,7 @@ With E2B, it is easy for developers to add code interpreting capabilities to AI
In the following examples, the AI agent performs a data analysis task on an uploaded CSV file, executes the AI-generated code by Codestral in the sandboxed environment by E2B, and returns a chart, saving it as a PNG file.

Python implementation ([cookbook](https://github.com/mistralai/cookbook/tree/main/third_party/E2B_Code_Interpreting/codestral-code-interpreter-python)):
<iframe width="560" height="315" width="100%" src="https://www.youtube.com/embed/26Wd-kC35Og?si=FgamyNZdzW--6iR7" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
<iframe height="315" width="100%" src="https://www.youtube.com/embed/26Wd-kC35Og?si=FgamyNZdzW--6iR7" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

JS implementation ([cookbook](https://github.com/mistralai/cookbook/tree/main/third_party/E2B_Code_Interpreting/codestral-code-interpreter-js)):
<iframe width="560" height="315" width="100%" src="https://www.youtube.com/embed/3M1_79U9RZE?si=YlTWN2chAxUhxHfr" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
<iframe height="315" width="100%" src="https://www.youtube.com/embed/3M1_79U9RZE?si=YlTWN2chAxUhxHfr" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>