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3 | 3 |
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4 | 4 | <div class="grid cards" markdown> |
5 | 5 |
|
6 | | -- :material-widgets:{ .lg .middle } [__Components Guides__](components/index.md) |
| 6 | +- :material-flask-outline:{ .lg .middle } [__Experimentation__](experimentation.md) |
7 | 7 |
|
8 | 8 | --- |
9 | 9 |
|
10 | | - Discover the various components used within Ragas. |
11 | | - |
12 | | - Components like [Prompt Object](components/prompt.md), [Evaluation Dataset](components/eval_dataset.md) and [more..](components/index.md) |
| 10 | + Learn how to systematically evaluate your AI applications using experiments. |
13 | 11 |
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| 12 | + Track changes, measure improvements, and compare results across different versions of your application. |
14 | 13 |
|
15 | | -- ::material-ruler-square:{ .lg .middle } [__Ragas Metrics__](metrics/index.md) |
| 14 | +- :material-database-export:{ .lg .middle } [__Datasets__](datasets.md) |
16 | 15 |
|
17 | 16 | --- |
18 | 17 |
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19 | | - Explore available metrics and understand how they work. |
| 18 | + Understand how to create, manage, and use evaluation datasets. |
20 | 19 |
|
21 | | - Metrics for evaluating [RAG](metrics/available_metrics/index.md#retrieval-augmented-generation), [Agentic workflows](metrics/available_metrics/index.md#agents-or-tool-use-cases) and [more..](metrics/available_metrics/index.md#list-of-available-metrics). |
| 20 | + Learn about dataset structure, storage backends, and best practices for maintaining your test data. |
22 | 21 |
|
23 | | -- :material-database-plus:{ .lg .middle } [__Test Data Generation__](test_data_generation/index.md) |
| 22 | +- ::material-ruler-square:{ .lg .middle } [__Ragas Metrics__](metrics/index.md) |
24 | 23 |
|
25 | 24 | --- |
26 | 25 |
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27 | | - Generate high-quality datasets for comprehensive testing. |
28 | | - |
29 | | - Algorithms for synthesizing data to test [RAG](test_data_generation/rag.md), [Agentic workflows](test_data_generation/agents.md) |
| 26 | + Use our library of [available metrics](metrics/available_metrics/index.md) or create [custom metrics](metrics/overview/index.md) tailored to your use case. |
30 | 27 |
|
| 28 | + Metrics for evaluating [RAG](metrics/available_metrics/index.md#retrieval-augmented-generation), [Agentic workflows](metrics/available_metrics/index.md#agents-or-tool-use-cases) and [more..](metrics/available_metrics/index.md#list-of-available-metrics). |
31 | 29 |
|
32 | | -- :material-chart-box-outline:{ .lg .middle } [__Feedback Intelligence__](feedback/index.md) |
| 30 | +- :material-database-plus:{ .lg .middle } [__Test Data Generation__](test_data_generation/index.md) |
33 | 31 |
|
34 | 32 | --- |
35 | 33 |
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36 | | - Leverage signals from production data to gain actionable insights. |
| 34 | + Generate high-quality datasets for comprehensive testing. |
37 | 35 |
|
38 | | - Learn about to leveraging implicit and explicit signals from production data. |
| 36 | + Algorithms for synthesizing data to test [RAG](test_data_generation/rag.md), [Agentic workflows](test_data_generation/agents.md) |
39 | 37 |
|
| 38 | +- :material-widgets:{ .lg .middle } [__Components Guides__](components/index.md) |
40 | 39 |
|
| 40 | + --- |
41 | 41 |
|
| 42 | + Discover the various components used within Ragas. |
| 43 | + |
| 44 | + Components like [Prompt Object](components/prompt.md), [Evaluation Dataset](components/eval_dataset.md) and [more..](components/index.md) |
42 | 45 |
|
43 | 46 | </div> |
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