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Getting Started

Why Giskard?
Quickstart
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Guides

📥 Install the Giskard Python Library
🤖 Setting up the LLM Client
🔍 Scan a model
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🧰 RAG Evaluation Toolkit
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- 🎯 RAGET Testset Generation
- 🥇 RAGET Evaluation
🧪 Customize your tests
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🔁 Integrate your tests
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- 🚀 Execute your test suite in your CI/CD pipeline
- 🏃 MLflow
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  - MLflow Example - LLM - Databricks
  - MLFlow Example - Tabular
- 🐝 Weights & Biases
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  - W&B Example - LLM
  - W&B Example - Tabular
- 🧪 Pytest
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  - Example script

Notebook Tutorials

LLM Tutorials
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RAG Tutorials
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- RAG Evaluation Toolkit on an IPCC Climate Agent
Tabular Tutorials
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NLP Tutorials
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Knowledge

LLM Vulnerabilities
How does the LLM Scan work?
ML Model Vulnerabilities
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Catalogs
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- Tests
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- Slicing functions
- Transformation functions

Integrations

🐙️ GitHub
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- 🚀 Execute your test suite in your CI/CD pipeline
🏃 MLflow
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- MLflow Example - LLM - Databricks
- MLFlow Example - Tabular
🐝 Weights & Biases
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- W&B Example - LLM
- W&B Example - Tabular
🐶 DagsHub
🤗 Hugging Face
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- 🐢Giskard Hub
- 🔍Giskard Evaluator
📒 AVID
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- Reporting Giskard LLM Scans to AVID
🧪 Pytest
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- Example script

API Reference

Command-line interface
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- Setup a ngrok account
Models
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Dataset
Model Scanner
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RAG Evaluation Toolkit
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Tests
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Slicing functions
Transformation functions
Automated model insights
Test suite

Community

Discord community
GitHub community
Contribute to Giskard
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v: latest

Versions: latest; stable; v2.10.0; gsk-2892-rework-question-generation

Downloads

On Read the Docs: Project Home; Builds

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Question Generation¶

Available Metric functions

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