Ayfie offers a mature enterprise search and integration platform with Retrieval Augmented Generation (RAG) capabilities. It offers results that are contextually relevant, offers deeper understanding of the data, and preserves the document hierarchy and relationships. With real-time insights and flexible deployment options (SaaS, Hybrid, or Cloud), Ayfie is highly adaptable and integrates well with existing systems and a wide range of data sources. It also comes with advanced security features and access controls.
Another option is Trieve. Trieve is a full-stack infrastructure that supports search, recommendations, and RAG experiences. It marries language models with fine-tuning for ranking and relevance, so it's well-suited for advanced search use cases. It features private managed embedding models, full-text neural search, and semantic vector search. Trieve allows customers to bring their own embedding model or use open-source defaults and offers flexible hosting options with terraform templates.
If you're looking for a self-hosted option, Glean could be a good option. This AI assistant platform uses enterprise data to generate answers through RAG technology, providing personalized answers based on user identity and collaboration. Glean comes with no-code generative AI agents, custom APIs, and responsible AI features for security and privacy. It offers a scalable infrastructure with auditing tools, making it a good option for teams in engineering, support and sales.
Last, Exa is a search engine that uses transformer-based models to provide contextually relevant results. Exa accepts natural language queries and can process thousands of results at a time. It's well-suited for use with Large Language Models (LLMs) to provide authoritative web content and offers a range of pricing tiers, including a free tier and custom enterprise plans.