Salesforce adds Einstein Copilot Search, vector database to its Data Cloud, to help enterprises take advantage of unstructured data for analysis, and build AI-based applications. Credit: SARINYAPINNGAM Salesforce is updating its Data Cloud with vector database and Einstein Copilot Search capabilities in an effort to help enterprises use unstructured data for analysis. The customer relationship management (CRM) software provider’s Data Cloud, which is a part of the company’s Einstein 1 platform, is targeted at helping enterprises consolidate and align customer data. The Einstein 1 platform, in turn, is a data engine with a low code and no code interface that is designed to let enterprises connect data to build AI-based applications. As part of the updates, Salesforce has integrated vector database support via the Data Cloud Vector Database feature, which makes it easier for the Data Cloud to handle diverse data types. “This database allows Salesforce customers to combine structured and unstructured data, creating a more comprehensive customer profile,” the company said in a press release, adding that once the unstructured data is added to the Data Cloud, it is automatically converted into a usable format across the Einstein 1 platform. This, according to the company, makes the unstructured data available for analysis and utilization across various workflows within Salesforce applications including Flow, Apex, and Tableau. Salesforce has also added an AI search capability to Einstein Copilot, which will allow the generative AI-based assistant to interpret and respond to complex queries from enterprise users by tapping into diverse data sources, including unstructured data. “Copilot Search will provide precise, contextually relevant responses in a user’s workflow and bolster trust with source citations from the Einstein Trust Layer,” the company said. The Einstein Trust Layer is based on a large language model (LLM) built into the platform to ensure data security and privacy. In order to take advantage of unstructured data via Einstein Copilot Search, enterprises would have to create a new data pipeline that can be ingested by the Data Cloud and stored as unstructured data model objects. These data model objects have to be transformed into data fit for use in AI applications by converting the data into embeddings, which are numeric representations of data optimized for use in AI algorithms, the company said, adding that these embeddings are then indexed for use in search across the Einstein 1 platform alongside any other existing structured data. The Einstein Copilot Search capability can also be paired with retrieval augmented generation (RAG) tools — which Salesforce supplies — in order to enable Einstein Copilot to answer customer questions. Answers comes with semantically relevant information, citing the knowledge sources used to craft the answers, the company said. Related content feature The HP-Autonomy lawsuit: Timeline of an M&A disaster When Hewlett Packard bought knowledge management software firm Autonomy, it didn’t realize it was buying into a multibillion accounting cover-up. Shareholders sued HP, and HP sued Autonomy CEO Mike Lynch. Here’s how it played out over the By Peter Sayer Jun 07, 2024 9 mins HP Mergers and Acquisitions Enterprise Applications news Jury clears Autonomy CEO of fraud charges The case stemmed from Hewlett-Packard’s 2011 purchase of Autonomy for $11.1 billion. Some have blamed former CEO Meg Whitman for not testifying in the case. By Evan Schuman Jun 07, 2024 4 mins Fraud Legal Mergers and Acquisitions feature AES enlists AI to boost its sustainable energy business The American power supplier’s machine learning weather and output forecasting platform is fueling revenue growth while advancing the company’s renewable wind, solar, and energy storage goals. By Paula Rooney Jun 07, 2024 7 mins Energy Industry Digital Transformation Artificial Intelligence feature Top 8 IT certifications in demand today IT certifications can help you quickly gain and validate valuable skills and know-how in a domain that will further your career. Here are the most popular IT certs today. By Sarah K. White Jun 07, 2024 10 mins Certifications IT Skills Careers PODCASTS VIDEOS RESOURCES EVENTS SUBSCRIBE TO OUR NEWSLETTER From our editors straight to your inbox Get started by entering your email address below. Please enter a valid email address Subscribe