Everything you need to debug, analyze, and optimize your retrieval-augmented generation pipeline.
Interactive dashboards showing chunk relevance scores, embedding distances, and retrieval patterns. See exactly which documents your vector DB returns and understand why.
Analyze how different query formulations affect retrieval results. Identify query patterns that lead to poor retrieval and optimize your query preprocessing.
Visualize your embedding space with t-SNE and UMAP projections. Identify clustering issues and semantic gaps in your document corpus.
Compare pre and post-reranking results. Understand how your reranker changes document order and whether it improves relevance.
Tag and categorize retrieval failures with custom labels. Build annotated datasets to systematically improve your RAG system over time.
Create and manage golden datasets for evaluation. Track retrieval accuracy against known-good query-document pairs.
Identify when LLM outputs aren't grounded in retrieved context. Flag responses that may contain fabricated information.
Automated scoring of retrieval quality, answer relevance, and groundedness. Track metrics over time with trend analysis.
Run controlled experiments comparing chunking strategies, embedding models, reranking approaches, and prompt templates.
Automated experiment execution with statistical significance testing. Compare multiple configurations simultaneously.
Weekly insights on retrieval quality, failure trends, and optimization opportunities. Delivered to your inbox or Slack.
Catch quality regressions before they reach production. Automated testing against your golden datasets on every change.
Enterprise single sign-on with SAML/OIDC. Role-based access control for teams with different permission levels.
Deploy RAGDebugger in your own infrastructure. Keep sensitive data within your security perimeter.
RESTful API for programmatic access. Integrations with popular vector DBs, LLM providers, and observability tools.
Priority support with dedicated success managers. Custom onboarding and training for enterprise teams.
Start with our free tier. No credit card required.
Get Started Free