Truvec

Truvec provides a dedicated platform for evaluating information retrieval systems. It enables users to rigorously test and compare various retrieval configurations against their own documentation. Key capabilities include: * Evaluate embedding models and chunking strategies * Compare hybrid search configurations * Assess reranker performance * Analyze retrieval quality, speed, and cost * Utilize a single editable golden set for consistent testing This platform is designed for developers and data scientists building question-answering systems. It helps identify optimal retrieval setups for accuracy and efficiency before deployment, providing insights into what improves or degrades performance. Users can upload their own documents and create custom question sets to mirror real-world usage scenarios. Truvec supports a wide range of models and rerankers from leading providers and open-source options, all without requiring direct API keys from those providers. This makes it a secure and convenient environment for experimentation and optimization. It's an essential tool for ensuring your knowledge systems deliver precise and relevant answers.