Advanced Colang flows

Contents

• Introduction Introduction

  • Leverage guardrails to build secure LLMs

    1m 8s
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    What you should know

    1m 2s
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    Exercise files and setting up your environment

    1m 43s
• 1. Foundations of Guardrails for Language Models 1. Foundations of Guardrails for Language Models

  • Introduction to guardrails for LLMs

    1m 55s
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    Behind the scenes: How Guardrails enforces LLM safety

    4m 35s
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    Understanding the role of embeddings in safeguarding LLMs

    3m 10s
• 2. Crafting Conversational Guardrails 2. Crafting Conversational Guardrails

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    Defining conversational boundaries

    2m 52s
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    Advanced Colang flows

    4m 34s
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    Guardrails in action

    2m 42s
• 3. Integrating Custom Actions 3. Integrating Custom Actions

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    Enhancing LLMs with custom actions

    3m 40s
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    Building a custom inquiry action

    3m 20s
• 4. Retrieval Augmented Generation (RAG) with Guardrails 4. Retrieval Augmented Generation (RAG) with Guardrails

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    Retrieval-augmented generation (RAG) with actions

    5m 9s
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    Securing LLMs against sensitive topics

    4m 1s
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    Debugging and optimizing Guardrails

    4m 18s
• 5. Real-World Applications and Best Practices 5. Real-World Applications and Best Practices

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    Case studies: Guardrails in action

    2m 49s
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    Best practices for implementing guardrails

    5m 23s
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    Future of guardrails and LLM safety

    2m 46s
• Conclusion Conclusion

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    Next steps in building LLM applications

    1m 42s