6 min readDevelopmentFeatured
Evaluating Tool-Calling Accuracy
Explore how to measure function call accuracy and build effective error taxonomies for evaluating LLM tool-use performance.
All tags
Tag
Evaluation
Read 3 articles on Evaluation by Ashish Srivastava — practical guides covering implementation patterns, security, and production lessons.
3 posts
6 min readDevelopmentFeatured
Measuring Retrieval Quality: Recall@k, nDCG, and MRR
Explore the core metrics for retrieval system evaluation: Recall@k, nDCG, and MRR. Understand their calculations, use cases, and impact on ranking quality.
Part 6 · Retrieval Engineering
6 min readDevelopmentFeatured
Evaluating Agentic RAG: Trajectory, Ragas & Metrics
Explore how to evaluate agentic RAG systems effectively. This guide covers trajectory evaluation, Ragas integration, and stage metrics for ML engineers.
Part 6 · Agentic RAG Patterns