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arcticfly
2023-06-28 14:18:22 -07:00
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@@ -4,28 +4,34 @@ Prompt Lab is a flexible playground for comparing and optimizing LLM prompts. It
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Currently there's a public playground available at [https://promptlab.corbt.com/](https://promptlab.corbt.com/), but the recommended approach is to but the recommended approach is to [run locally](#running-locally). Currently there's a public playground available at [https://promptlab.corbt.com/](https://promptlab.corbt.com/), but the recommended approach is to [run locally](#running-locally).
## High-Level Features ## High-Level Features
**Configure Multiple Prompts** **Configure Multiple Prompts**
Set up multiple prompt configurations and compare their output side-by-side. Each configuration can be configured independently. Set up multiple prompt configurations and compare their output side-by-side. Each configuration can be configured independently.
**Visualize Responses** **Visualize Responses**
Inspect prompt completions side-by-side. Inspect prompt completions side-by-side.
**Test Many Inputs** **Test Many Inputs**
Prompt Lab lets you *template* a prompt. Use the templating feature to run the prompts you're testing against many potential inputs for broader coverage of your problem space than you'd get with manual testing. Prompt Lab lets you *template* a prompt. Use the templating feature to run the prompts you're testing against many potential inputs for broader coverage of your problem space than you'd get with manual testing.
**🪄 Auto-generate Test Scenarios** **🪄 Auto-generate Test Scenarios**
Prompt Lab includes a tool to generate new test scenarios based on your existing prompts and scenarios. Just click "Autogenerate Scenario" to try it out! Prompt Lab includes a tool to generate new test scenarios based on your existing prompts and scenarios. Just click "Autogenerate Scenario" to try it out!
**Prompt Validation and Typeahead** **Prompt Validation and Typeahead**
We use OpenAI's OpenAPI spec to automatically provide typeahead and validate prompts. We use OpenAI's OpenAPI spec to automatically provide typeahead and validate prompts.
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**Function Call Support** **Function Call Support**
Natively supports [OpenAI function calls](https://openai.com/blog/function-calling-and-other-api-updates) on supported models. Natively supports [OpenAI function calls](https://openai.com/blog/function-calling-and-other-api-updates) on supported models.
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@@ -41,5 +47,5 @@ Prompt Lab currently supports GPT-3.5 and GPT-4. Wider model support is planned.
4. Clone this repository: `git clone https://github.com/prompt-lab/prompt-lab` 4. Clone this repository: `git clone https://github.com/prompt-lab/prompt-lab`
5. Install the dependencies: `cd prompt-lab && pnpm install` 5. Install the dependencies: `cd prompt-lab && pnpm install`
6. Create a `.env` file (`cp .env.example .env`) and enter your `OPENAI_API_KEY`. 6. Create a `.env` file (`cp .env.example .env`) and enter your `OPENAI_API_KEY`.
7. Start the app: `pnpm start` 7. Start the app: `pnpm dev`
8. Navigate to [http://localhost:3000](http://localhost:3000) 8. Navigate to [http://localhost:3000](http://localhost:3000)