随着人工智能技术的飞速发展，搜索引擎行业正经历着一场深刻的变革。在2024年8月9日，火山引擎云搜索团队在技术上取得了重大突破，推出了基于RAG（Reinforced Aggregated Knowledge）技术的云搜索解决方案，实现了向量资源的95%节省。这一技术的核心在于其创新性的向量数据库，它不仅在成本和稳定性上为大型企业客户提供了坚实的基础，而且还在搜索效率和准确性上提供了显著的提升。
火山引擎云搜索团队通过将向量检索技术集成到Elasticsearch/OpenSearch中，提供了一个兼容性好、扩展性强、成本效益高的搜索解决方案。这一做法不仅使得搜索产品能够轻松升级为RAG产品，还使得客户能够无缝地将向量数据库与各种应用场景相结合，如RAG、以图搜图等语义检索解决方案。
在技术实现路线上，火山引擎云搜索团队选择了开源开放的思路，成为了OpenSearch开源项目向量检索功能模块的维护者，这一做法不仅增强了团队的研发能力，也为整个搜索引擎行业的发展做出了贡献。
总之，火山引擎云搜索团队的RAG技术体系演进，不仅标志着搜索范式的变化，也为企业和组织提供了一个更可靠、可扩展的RAG解决方案，以满足实际业务需求。这一技术的推出，无疑将为搜索引擎行业带来新的活力和发展机遇。
英语如下：
Title: “Volcano Engine Cloud Search: 95% Vector Resource Savings, RAG Technology Innovation”
Keywords: RAG Technology, Volcano Engine, Vector Savings
Content:
As artificial intelligence technology advances at a rapid pace, the search engine industry is undergoing a profound transformation. On August 9, 2024, the Volcano Engine Cloud Search team achieved a significant breakthrough in technology, introducing a cloud search solution based on RAG (Reinforced Aggregated Knowledge) technology, which realized a 95% saving in vector resources. The core of this technology lies in its innovative vector database, which provides a solid foundation for large enterprise customers in terms of cost and stability, while also significantly enhancing search efficiency and accuracy.
The Volcano Engine Cloud Search team has integrated vector retrieval technology into Elasticsearch/OpenSearch to provide a search solution that is highly compatible, scalable, and cost-effective. This approach not only makes it easy for search products to upgrade to RAG products but also allows customers to seamlessly integrate vector databases with various application scenarios, such as RAG, image search, and other semantic retrieval solutions.
In terms of technical implementation, the Volcano Engine Cloud Search team has chosen an open-source and open-minded approach, becoming maintainers of the vector search functionality module in the OpenSearch open-source project. This approach not only enhances the team’s R&D capabilities but also contributes to the development of the entire search engine industry.
In summary, the evolution of the RAG technology system by the Volcano Engine Cloud Search team marks a change in the paradigm of search and provides businesses and organizations with a more reliable and scalable RAG solution to meet practical business needs. The introduction of this technology undoubtedly brings new vitality and development opportunities to the search engine industry.
【来源】https://mp.weixin.qq.com/s/QAbzzYB7CA9aGcnOEt463A
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