Confident advanced RAG systems
Evaluation and Guardrails assess, troubleshoot, and enhance RAG applications with a modular evaluation framework. SearchAI ensures the safe, efficient, and ethical use of LLMs in production environments.
- Holistically refine your RAG
- Improve the accuracy of answer generation
- Responsibly use your LLMs
Evaluation and Guardrails
Key Features
- Get detailed debug information, including intermediate steps, transformations, and computations
- Observe how models process inputs, the context they consider, and the factors influencing answer generation
- Refine queries, adjust parameters, or implement changes to data processing
- Cross-references, verifies, and corrects facts
- Checks for bias, harmfulness, and toxicity
- Filters out potentially risky answers or safety violations
- Context precision calculates the proportion of relevant to irrelevant details within retrieved information
- Context recall measures the percentage of relevant info that’s sent to the LLM from the entire knowledge source
- Faithfulness evaluates factual accuracy and adherence to the retrieved context
Kore.ai Named a Leader in 2023 Gartner® Magic Quadrant™ for Enterprise Conversational Al Platforms
Ready to get started?
Explore the Kore.ai Platform, solutions or create an account instantly to start seeing value from your AI solutions. You can also contact us to design a custom package for your business.