<?xml-stylesheet type="text/xsl" href="https://community.appian.com/cfs-file/__key/system/syndication/rss.xsl" media="screen"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/" xmlns:wfw="http://wellformedweb.org/CommentAPI/"><channel><title>Document Vector Database</title><link>/b/appmarket/posts/document-vector-database</link><description>Overview 
 The Document Vector Database Connected System enables Large Language Models (LLMs) to answer user submitted questions based on Appian Knowledge Center Documents. By uploading documents to this connected system, users can perform semantic searches</description><dc:language>en-US</dc:language><generator>Telligent Community 12</generator><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Tue, 20 May 2025 11:34:16 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>laurensw9497</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;Hi Author,&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;
&lt;p&gt;We have been using this plugin for a while now using latest version whenever available.&lt;/p&gt;
&lt;p&gt;However, this plugin keeps popping up in health check reports. Can you please sustainably keep this plugin in a healthy state such that it does not flaw the health check results? Thank you.&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Issues&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;- HIGH RISK: Plug-ins using removed, private or deprecated Appian APIs&lt;/p&gt;
&lt;p&gt;[embed:dc8ab71f-3b98-42d9-b0f6-e21e02a0f8e2:2d5d9a76-b13d-4de6-8653-ef4cc3c05dc0:type=text&amp;text=Document%20Vector%20Database%20%28DocumentVectorDatabase%29%20references%20private%20and%20deprecated%20Appian%20APIs%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.ChatMessage.%3Cinit%3E%28%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.ChatMessage.%3Cinit%3E%28java.lang.String%2C%20java.lang.String%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.ChatMessage.getContent%28%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.ChatMessage.getRole%28%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.ChatMessage.setContent%28java.lang.String%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.ChatMessage.setRole%28java.lang.String%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.ChatResponse.getResponseText%28%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.ChatResponse.getUsageMap%28%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAIException.%3Cinit%3E%28java.lang.String%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAIException.getErrorCode%28%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAIException.getErrorMessage%28%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAIException.getMessage%28%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAIException.getStatusCode%28%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.%3Cinit%3E%28java.lang.String%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.createCompletion%28com.appian.connectedsystems.templateframework.sdk.ExecutionContext%2C%20java.lang.String%2C%20java.util.List%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.createCompletion%28com.appian.connectedsystems.templateframework.sdk.ExecutionContext%2C%20java.lang.String%2C%20java.util.List%2C%20java.lang.String%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.createCompletion%28java.lang.String%2C%20java.util.List%2C%20java.lang.String%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.createCompletionWithUsage%28com.appian.connectedsystems.templateframework.sdk.ExecutionContext%2C%20java.lang.String%2C%20java.util.List%2C%20java.lang.String%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.createEmbeddings%28com.appian.connectedsystems.templateframework.sdk.ExecutionContext%2C%20java.lang.String%2C%20java.util.List%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.createEmbeddings%28java.lang.String%2C%20java.util.List%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.createEmbeddingsAsListOfStringWithBackOff%28com.appian.connectedsystems.templateframework.sdk.ExecutionContext%2C%20java.lang.String%2C%20java.util.List%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.createEmbeddingsAsListOfStringWithBackOff%28java.lang.String%2C%20java.util.List%29%0D%0A%5Bprivate%5D%20com.appiancorp.openai.utils.OpenAiService.createEmbeddingsWithBackOff%28com.appian.connectedsystems.templateframework.sdk.ExecutionContext%2C%20java.lang.String%2C%20java.util.List%29%0D%0A%5Bdeprecated%5D%20com.appiancorp.suiteapi.common.ServiceLocator.getContentService%28com.appiancorp.services.ServiceContext%29%0D%0A%5Bdeprecated%5D%20com.appiancorp.suiteapi.common.ServiceLocator.getProcessDesignService%28com.appiancorp.services.ServiceContext%29%0D%0A%5Bdeprecated%5D%20com.appiancorp.suiteapi.common.ServiceLocator.getUserProfileService%28com.appiancorp.services.ServiceContext%29]&lt;/p&gt;
&lt;p&gt;- MEDIUM RISK:&amp;nbsp;# of objects with no admin group&lt;/p&gt;
&lt;p&gt;&lt;span&gt;- MEDIUM RISK: Knowledge Centers missing explicit reader and author groups&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;[embed:dc8ab71f-3b98-42d9-b0f6-e21e02a0f8e2:81ff54e8-552c-4742-b582-e1b803619553:type=text&amp;text=KC_H2_DATABASE_DOCUMENT_COMMUNITY_KNOWLEDGE_CENTER%0AKnowledge%20Center%20ID%3A%20%28_a-0000ec32-c60a-8000-9bfe-011c48011c48_631283%29]&lt;/p&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Tue, 15 Apr 2025 22:00:01 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.2.6 Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ul&gt;&lt;li&gt;&lt;span&gt;Resolved issues related to incorrect embedding dimensions to ensure consistent vector representations.&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span&gt;Improved error handling for Azure requests with clearer messages.&lt;/span&gt;&lt;/li&gt;&lt;/ul&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Fri, 04 Apr 2025 22:00:01 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.2.5 Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ul&gt;&lt;li&gt;Security Patch Updated. &lt;/li&gt;&lt;/ul&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Tue, 28 Jan 2025 23:00:01 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v&lt;/strong&gt;&lt;strong&gt;3.2.4 Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ul&gt;&lt;li&gt;Security Patch Updated. &lt;/li&gt;&lt;/ul&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Mon, 09 Dec 2024 17:58:51 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Amit Lathkar</dc:creator><slash:comments>1</slash:comments><description>&lt;p&gt;When will this be supported on HA environments?&lt;/p&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Tue, 06 Aug 2024 18:08:13 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Omkar</dc:creator><slash:comments>1</slash:comments><description>&lt;p&gt;What will be the Database Name (Table values)?&amp;nbsp;which will be used in the creation of the Database file in Appian while creating a connected system.&lt;/p&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Thu, 01 Aug 2024 22:00:00 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.2.3 &lt;/strong&gt;&lt;strong&gt;Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ol&gt;&lt;li&gt;Security Patch Updated. &lt;/li&gt;&lt;li&gt;Implemented Retry mechanism when the database is locked in HA environments. &lt;/li&gt;&lt;li&gt;Included token usage information in the client APIs and servlets. &lt;/li&gt;&lt;li&gt;Added the user information to the OpenAI and Azure OpenAI request for monitoring purpose.&lt;/li&gt;&lt;/ol&gt;&lt;div&gt; &lt;/div&gt;&lt;div&gt;IMPORTANT NOTE: If you are using this plugin in production, open a support case and ask to increase Heap Max for app server by 1GB. This will increase query performance and allow the plugin to handle a larger number of concurrent users. &lt;/div&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Thu, 20 Jun 2024 22:00:00 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.2.2 &lt;/strong&gt;&lt;strong&gt;Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ul&gt;&lt;li&gt;Added 128 k tokens option for Max Tokens input for Azure authentication in the Connected System configuration. &lt;/li&gt;&lt;li&gt;Minor Bug fixes &lt;/li&gt;&lt;/ul&gt;&lt;div&gt; &lt;/div&gt;&lt;div&gt;IMPORTANT NOTE: If you are using this plugin in production, open a support case and ask to increase Heap Max for app server by 1GB. This will increase query performance and allow the plugin to handle a larger number of concurrent users. &lt;/div&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Wed, 12 Jun 2024 22:00:00 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.2.1 &lt;/strong&gt;&lt;strong&gt;Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ul&gt;&lt;li&gt;Minor Bug Fixes.&lt;/li&gt;&lt;li&gt;Security patch updated. &lt;/li&gt;&lt;/ul&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Wed, 29 May 2024 22:00:01 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.2.0 &lt;/strong&gt;&lt;strong&gt;Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ol&gt;&lt;li&gt;Introduced a new input in the connected system configuration to enable/disable Response streaming in the AI Knowledge Assistant component. &lt;/li&gt;&lt;li&gt;Added new Client APIs for uploading documents and performing chat completions. If the Disable Streaming Response is true, the AI Knowledge Assistant component will use the Client APIs for uploading documents and chat completions. &lt;/li&gt;&lt;li&gt;Security patch updated. &lt;/li&gt;&lt;/ol&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Wed, 24 Apr 2024 22:00:00 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.1.2 &lt;/strong&gt;&lt;strong&gt;Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ul&gt;&lt;li&gt;Security patch updated. &lt;/li&gt;&lt;/ul&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Wed, 06 Mar 2024 23:00:00 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.1.1 &lt;/strong&gt;&lt;strong&gt;Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ol&gt;&lt;li&gt; Bug fixes. &lt;/li&gt;&lt;li&gt; Security patch updated. &lt;/li&gt;&lt;/ol&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;div&gt;IMPORTANT NOTE: If you are using this plugin in production, open a support case and ask to increase Heap Max for app server by 1GB. This will increase query performance and allow the plugin to handle a larger number of concurrent users. &lt;/div&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Tue, 20 Feb 2024 23:00:00 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.1.0 &lt;/strong&gt;&lt;strong&gt;Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ol&gt;&lt;li&gt;Introduced a new integration - Grouping Integration enabling the grouping of text entries into specified categories. &lt;/li&gt;&lt;li&gt;Enhanced usability by restricting editing of the embedding model and Database constant name in the Connected System configuration only during the initial creation phase of the Connected System. &lt;/li&gt;&lt;/ol&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;div&gt;IMPORTANT NOTE: If you are using this plugin in production, open a support case and ask to increase Heap Max for app server by 1GB. This will increase query performance and allow the plugin to handle a larger number of concurrent users. &lt;/div&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Tue, 06 Feb 2024 23:00:00 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.0.1 &lt;/strong&gt;&lt;strong&gt;Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ol&gt;&lt;li&gt;Bug fixes &lt;/li&gt;&lt;li&gt;Made all the fields in Connected System as import customizable. &lt;/li&gt;&lt;/ol&gt;&lt;div&gt; &lt;/div&gt;&lt;div&gt; &lt;/div&gt;&lt;div&gt;IMPORTANT NOTE: If you are using this plugin in production, open a support case and ask to increase Heap Max for app server by 1GB. This will increase query performance and allow the plugin to handle a larger number of concurrent users. &lt;/div&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Document Vector Database</title><link>https://community.appian.com/b/appmarket/posts/document-vector-database</link><pubDate>Mon, 22 Jan 2024 23:00:00 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:00816cf9-466c-4ea3-81d3-3ba9b7bdd704</guid><dc:creator>Appian AppMarket</dc:creator><slash:comments>0</slash:comments><description>&lt;div&gt;&lt;strong&gt;v3.0.0 &lt;/strong&gt;&lt;strong&gt;Release Notes&lt;/strong&gt;&lt;/div&gt;&lt;ul&gt;&lt;li&gt;Scalability Enhancements  &lt;/li&gt;&lt;li class="ql-indent-1"&gt;We have significantly enhanced the vector database’s scalability to allow multiple users to interact with the chatbot concurrently. Please note that query speeds may vary depending on the length of the documents, the amount of documents queried, the number of concurrent users, and hardware configurations. &lt;/li&gt;&lt;li&gt;Query Performance  &lt;/li&gt;&lt;li class="ql-indent-1"&gt;There has been a substantial increase in query performance. Documents that are queried are now temporarily cached in-memory, resulting in a slight latency during the initial query but followed by nearly instantaneous responses for subsequent questions. This update markedly improves the speed and efficiency of our query processing. &lt;/li&gt;&lt;/ul&gt;&lt;div&gt; &lt;/div&gt;&lt;div&gt;IMPORTANT NOTE: If you are using this plugin in production, open a support case and ask to increase Heap Max for app server by 1GB. This will increase query performance and allow the plugin to handle a larger number of concurrent users. &lt;/div&gt;&lt;div&gt;&lt;br /&gt;&lt;/div&gt;&lt;img src="https://community.appian.com/aggbug?PostID=3709&amp;AppID=50&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item></channel></rss>