# End to End Project Demo The demo video below walks you through every step of creating a project in Kiln. It's a great place to start if you prefer video walk throughs. {% hint style="info" %} See the relevant docs pages for more comprehensive documentation and demo videos of each feature. This video is a quick high level walkthrough. {% endhint %} The video covers: * [Creating an eval](/docs/evals-and-specs/evaluations.md) including generating synthetic eval data, creating LLM-as-judge evals, and validating the eval with human ratings * [Finding the best way to run your task](/docs/evals-and-specs/evaluations.md#finding-the-ideal-run-method) by evaluating prompt/model pairs * [Fine-tuning models](/docs/fine-tuning/fine-tuning-guide.md) including synthetic training data and evaluating tunes * [Iterating as project evolves](https://kiln.tech/blog/you_need_many_small_evals_for_ai_products#setup-team-evals) new evals and prompts * [Set up collaboration with git & GitHub](/docs/collaboration.md) {% embed url="" %} --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.kiln.tech/docs/end-to-end-project-demo.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.