1
LlamaIndex Cloud
Shares tags: build, frameworks, llamaindex
AI Tool
Unlock Your Retrieval Potential with LlamaIndex Eval
The ultimate evaluation toolkit for optimal retrieval pipelines.
Visit LlamaIndex Eval→
BuildFrameworksLlamaIndex
1Comprehensive metric suite for accurate performance evaluation across complex RAG applications.
2Advanced sensitivity testing and outlier detection for improved workflow efficiency and reliability.
3Seamless integration with external tools and automated batch evaluation for scalable performance monitoring.
overview
Transform Your Evaluation Processes
LlamaIndex Eval is designed to empower developers and enterprise teams by providing a robust toolkit for evaluating retrieval pipelines. Its powerful metrics and automation features ensure that you maintain the highest standards of retrieval fidelity.
- 1Evaluate both response and retrieval accuracy effortlessly.
- 2Gain insights into performance with real-time interpretable metrics.
- 3Customize evaluation processes to fit your specific needs.
features
Key Features
Discover the features that set LlamaIndex Eval apart from traditional evaluation tools. From comprehensive metrics to advanced sensitivity testing, our toolkit provides everything you need for detailed assessments.
- 1Expanded metric suite including correctness, faithfulness, and relevancy.
- 2Batch evaluation tools for efficient outlier detection.
- 3Automated workflows for scalable model auditing.
use cases
Optimal Use Cases
Whether you're working on document-heavy applications, multi-agent systems, or knowledge bases, LlamaIndex Eval is equipped to handle various scenarios. Leverage its capabilities for effective retrieval management and precision.
- 1Perfect for enterprise teams focused on retrieval optimization.
- 2Ideal for complex RAG systems where performance is critical.
- 3Supports various evaluation workflows tailored to specific projects.
❓
Frequently Asked Questions
+Who can benefit from LlamaIndex Eval?
Developers and enterprise teams looking to enhance the efficiency and precision of their retrieval pipelines can significantly benefit from LlamaIndex Eval.
+What kind of metrics does LlamaIndex Eval provide?
It offers a comprehensive metric suite including correctness, faithfulness, guideline adherence, pairwise comparison, relevancy, and semantic similarity.
+How does LlamaIndex Eval integrate with other tools?
LlamaIndex Eval supports seamless integration with external tools like DeepEval and Giskard, allowing for custom test set creation and efficient batch evaluation.