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README.md

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## Quick Start: Using OpenAI Guardrails (Python)
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1. **Generate your guardrail spec JSON**
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- Use the [Guardrails web UI](https://platform.openai.com/guardrails) to create a JSON configuration file describing which guardrails to apply and how to configure them.
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- Use the [Guardrails web UI](https://guardrails.openai.com/) to create a JSON configuration file describing which guardrails to apply and how to configure them.
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- The wizard outputs a file like `guardrail_specs.json`.
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2. **Install dependencies**
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- The client will automatically apply all configured guardrails to inputs and outputs.
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- If a guardrail is triggered, a `GuardrailTripwireTriggered` exception will be raised. You should handle this exception to gracefully manage blocked or flagged content.
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> **Note:** The Guardrails web UI is hosted [here](https://platform.openai.com/guardrails). You do not need to run the web UI yourself to use the Python package.
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> **Note:** The Guardrails web UI is hosted [here](https://guardrails.openai.com/). You do not need to run the web UI yourself to use the Python package.
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docs/agents_sdk_integration.md

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## Next Steps
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- Use the [Guardrails Wizard](https://platform.openai.com/guardrails) to generate your configuration
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- Use the [Guardrails Wizard](https://guardrails.openai.com/) to generate your configuration
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- Explore available guardrails for your use case
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- Learn about pipeline configuration in our [quickstart](./quickstart.md)
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- For more details on the OpenAI Agents SDK, refer to the [Agent SDK documentation](https://openai.github.io/openai-agents-python/).

docs/evals.md

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Export a configuration from the Guardrails Wizard UI and pass its path via `--config-path`.
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- Open the [Wizard UI](https://platform.openai.com/guardrails)
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- Open the [Wizard UI](https://guardrails.openai.com/)
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- Configure the guardrails you want to evaluate
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- Use Export to download the config file (JSON)
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- Run the evaluator with `--config-path /path/to/exported_config.json`
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## Next Steps
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- See the [API Reference](./ref/eval/guardrail_evals.md) for detailed documentation
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- Use [Wizard UI](https://platform.openai.com/guardrails) for configuring guardrails without code
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- Use [Wizard UI](https://guardrails.openai.com/) for configuring guardrails without code

docs/index.md

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# Guardrails
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**Guardrails** is a safety framework for LLM applications that automatically validates inputs and outputs using configurable checks. Use the [Guardrails Wizard](https://platform.openai.com/guardrails) to create configurations, then drop in our client classes for automatic validation.
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**Guardrails** is a safety framework for LLM applications that automatically validates inputs and outputs using configurable checks. Use the [Guardrails Wizard](https://guardrails.openai.com/) to create configurations, then drop in our client classes for automatic validation.
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![Guardrails Wizard](assets/images/guardrails_wizard_screenshot.png)
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- [Quickstart](./quickstart.md) - Full quickstart guide
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- [Examples](./examples.md) - See real implementations
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- [Guardrails Wizard](https://platform.openai.com/guardrails) - Create configurations visually
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- [Guardrails Wizard](https://guardrails.openai.com/) - Create configurations visually
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## Disclaimers
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docs/quickstart.md

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## Create Pipeline Configuration
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The fastest way is using the [Guardrails Wizard](https://platform.openai.com/guardrails) - a no-code tool for creating configurations.
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The fastest way is using the [Guardrails Wizard](https://guardrails.openai.com/) - a no-code tool for creating configurations.
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Or define manually:
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src/guardrails/checks/text/hallucination_detection.py

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To create an OpenAI vector store, you can:
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1. **Use the Guardrails Wizard**: Configure the guardrail through the [Guardrails Wizard](https://platform.openai.com/guardrails), which provides an option to create a vector store if you don't already have one.
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1. **Use the Guardrails Wizard**: Configure the guardrail through the [Guardrails Wizard](https://guardrails.openai.com/), which provides an option to create a vector store if you don't already have one.
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2. **Use the OpenAI Dashboard**: Create a vector store directly in the [OpenAI Dashboard](https://platform.openai.com/storage/vector_stores/).
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3. **Follow OpenAI Documentation**: Refer to the "Create a vector store and upload a file" section of the [File Search documentation](https://platform.openai.com/docs/guides/tools-file-search) for detailed instructions.
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4. **Use the provided utility script**: Use the `create_vector_store.py` script provided in the [repo](https://github.com/openai/openai-guardrails-python/blob/main/src/guardrails/utils/create_vector_store.py) to create a vector store from local files or directories.

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