AI company Cohere has released a new enterprise search model that can process queries in over 100 languages, as reported by Michael Nuñez. The system shows significant improvements over traditional search methods, with internal testing showing 23.4% better performance than hybrid search systems in financial services applications. Using a technique called “cross-encoding,” the model can … Read more
Multimodal retrieval augmented generation (RAG) systems are gaining traction as tools to process multiple data types, including text, images, and videos. According to Emilia David’s article on VentureBeat, embedding service providers recommend a cautious approach to implementation. Cohere, which recently updated its Embed 3 model, emphasizes the importance of thorough data preparation and initial testing … Read more
Cohere For AI has released Aya Expanse, a family of highly performant multilingual models that, according to Cohere, excel across 23 languages and outperform other leading open-weights models. The models, available in 8 and 32 billion parameters, are part of Cohere’s commitment to multilingual research and expanding high-quality coverage of languages in large language models … Read more
AI company Cohere has added multimodal capabilities to its Embed 3 embedding model, allowing images to be included in RAG-based company searches. This is reported by Emilia David for VentureBeat. The new version can create embeddings for both images and text, with both formats stored in a unified database. According to Cohere, this allows companies … Read more
Cohere for AI releases the Aya 23 multilingual AI models with support for 23 languages and open weights. The models outperform its predecessor, Aya 101, and other open models on a variety of tasks, enabling researchers and practitioners to further develop the multilingual models and applications.
Cohere releases a toolkit to accelerate the development of generative AI applications in the enterprise. With pre-built applications and easy-to-implement components, the toolkit aims to reduce development time.
Startup Cohere is targeting the enterprise market. Its Command-R model wants to impress with its flexibility. It includes a large context window of 128,000 tokens, and it can access external information via RAG. Source: VentureBeat
The nonprofit Cohere for AI has unveiled its large language model Aya, which can speak 101 languages – more than twice as many as other AI tools. Sources: VentureBeat, Cohere