xAI & Grok Toolgen

For context, see this thread: https://x.com/getxtp/status/1845278087749173641

Warning

The output from the scripts calling the xAI API is raw and can behard to parse. If you are planning to run these commands, just know you mayneed to pick apart the JSON responses quite a bit.

Usage

1. You'll first need a xAI account and API token to run against the API.

Export it to the session where you'll run these scripts:

export XAI_API_TOKEN=...

2. Generate the XTP Schema

sh curl.generate-schema.sh

The file gen.geometricMean.yaml in the root of the repo is the extracted output from this API.

NOTE: Change the prompt inside this script to have a different kind of schema generated.

3. Use the generated schema to then create XTP plugin boilerplate

xtp plugin init --schema-file gen.geometricMean.yaml

The directory plugins/geometricMean contains the fully implemented code (including the output from the next step). Your output will not contain the implementation -- but we'll use all this boilerplate code to ask Grok to write the implementation.

4. Prompt the API to implement the plugin function

sh curl.generate-code.sh

This will collect all the boilerplate code provided by xtp CLI, along with some context, and prompt Grok to implement the plugin function.

5. Compile and test the plugin

xtp plugin build
xtp plugin call dist/plugin.wasm calculateGeometricMean --wasi --input '{"numbers": [1, 2, 3, 4, 5, 6]}'
{"geometricMean":2.9937952}

🎉🎉🎉