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https://blog.voyageai.com/2025/10/22/the-case-against-llms-as-rerankers/ The Case Against LLMs as Rerankers – Voyage AI Authors: Apoorva Joshi, Zhenmei Shi, Akshay Goindani, Hong LiuResearch Leads: Zhenmei Shi, Akshay Goindani, Hong Liu Large language models are increasingly... voyage aicasellmsrerankers https://blog.voyageai.com/ Voyage AI voyage ai https://www.voyageai.com/company Voyage AI | Company Voyage AI provides cutting-edge embedding models and rerankers for search and retrieval voyage aicompany https://blog.voyageai.com/category/news/ News – Voyage AI Posts about News written by Voyage AI voyage ainews https://www.mongodb.com/products/platform/ai-search-and-retrieval Voyage AI : Embeddings and Rerankers | MongoDB Voyage AI, part of MongoDB, builds state-of-the-art AI models, helping developers confidently build semantic search, RAG, and agentic applications. voyage aiembeddingsrerankersmongodb https://blog.voyageai.com/2025/12/04/batch-api/ Introducing the Batch API: Simpler and more efficient for large-scale workloads – Voyage AI TL;DR - We’re excited to introduce our Batch API—an asynchronous endpoint built to efficiently handle large volumes of requests. It streamlines workflows by... batch apilarge scalevoyage aiintroducingsimpler https://blog.voyageai.com/2024/06/03/domain-specific-embeddings-finance-edition-voyage-finance-2/ Domain-Specific Embeddings: Finance Edition (voyage-finance-2) – Voyage AI TL;DR - We are thrilled to launch our finance domain-specific embedding model voyage-finance-2, which demonstrates superior finance retrieval quality and... domain specificvoyage 2embeddingsfinanceedition https://www.mongodb.com/company/blog/news/redefining-database-ai-why-mongodb-acquired-voyage-ai?tck=pencil_banner Redefining The Database For AI: Why MongoDB Acquired Voyage AI | MongoDB Oct 3, 2025 - MongoDB is excited to announce the acquisition of Voyage AI, a leader in embedding and reranking models that dramatically improve accuracy through AI-powered... redefiningdatabaseaimongodbacquired