Qdrant is an open source vector similarity search engine and vector database written in Rust. It stores, manages, and queries high-dimensional vector embeddings produced by machine learning models. Teams building retrieval-augmented generation, semantic search, or recommendation systems use it as core infrastructure. The database pairs dense or sparse vector representations with JSON metadata payloads. It […]
Free
3 tools selected.
Ragas is an open-source framework built by Exploding Gradients for evaluating and monitoring Retrieval Augmented Generation (RAG) pipelines. It gives developers automated metrics to assess retrieval quality and generation quality without relying solely on manual review. The tool addresses a common problem in RAG evaluation. When a chatbot gives a wrong answer, teams often cannot […]
Semantic Scholar is a free, AI-powered research search engine built for scientific literature. It is developed and hosted by the Allen Institute for AI (Ai2), a non-profit organization. The platform indexes 236,121,699 papers gathered through publisher partnerships, web crawls, and data providers. The tool is designed to address literature overload, a problem where researchers must […]