{"id":7454,"date":"2026-08-19T19:10:04","date_gmt":"2026-08-19T19:10:04","guid":{"rendered":"https:\/\/www.wiven.ai\/wiven-llm\/docs\/presentation\/"},"modified":"2026-08-19T19:10:04","modified_gmt":"2026-08-19T19:10:04","slug":"presentation","status":"publish","type":"wvn_doc","link":"https:\/\/www.wiven.ai\/en\/wiven-llm\/docs\/presentation\/","title":{"rendered":"What is WivenLLM"},"content":{"rendered":"<h1>What is WivenLLM<\/h1>\n<p>WivenLLM is a <strong>a complete artificial intelligence application, installed at<br \/>\nYOU<\/strong>. It brings together in a single interface:<\/p>\n<ul>\n<li>A <strong>cat<\/strong> connected to your documents, with source citations; ;<\/li>\n<li>of the <strong>agents<\/strong> capable of performing actions in your tools; ;<\/li>\n<li>a <strong>administration<\/strong> thought process for an organization: users, roles,<br \/>\n  newspapers, monitoring of usage; ;<\/li>\n<li>a <strong>connection layer<\/strong> open: local or cloud models, databases<br \/>\n  Vector graphics, business connectors, APIs.<\/li>\n<\/ul>\n<p>The difference can be summed up in one sentence: <strong>the engine, the index and the documents<br \/>\nstay where you put them<\/strong>. Disconnect the internet connection.<br \/>\nThe installation configured for all-local operation continues to function.<\/p>\n<hr \/>\n<h2>What WivenLLM actually does<\/h2>\n<h3>1. He reads your documents and responds to you<\/h3>\n<p>You upload files to a <strong>workspace<\/strong>. WivenLLM converts them into<br \/>\nThe text is broken down into fragments, and their vector representations are calculated.<br \/>\n(<em>embeddings<\/em>) and stores them in a vector basis.<\/p>\n<p>When you ask a question, it finds the fragments closest to<br \/>\nYour question, provides it to the language model as context, and displays the<br \/>\nanswer <strong>accompanied by the source extracts used<\/strong>. This mechanism is called<br \/>\nRAG (<em>Retrieval-Augmented Generation<\/em>).<\/p>\n<p>Supported formats range from PDFs and spreadsheets to emails.,<br \/>\ndigital books, images (via text recognition) and audio (via<br \/>\ntranscription). \u2192 <a href=\"\/en\/wiven-llm\/docs\/reference\/formats\/\">File formats<\/a><\/p>\n<h3>2. He acts, he doesn&#039;t just respond<\/h3>\n<p>By entering <code>@agent<\/code> In a conversation, you hand over the reins to an agent:<br \/>\na model authorized to call <strong>SKILLS<\/strong> (tools). He can search on<br \/>\nthe web, reading and writing files, querying an SQL database, preparing an email,<br \/>\nconsult a calendar, produce a graph, generate an image.<\/p>\n<p>You decide, workspace by workspace, which skills are<br \/>\navailable. \u2192 <a href=\"\/en\/wiven-llm\/docs\/agents\/\">Agents Verification Status<\/a><\/p>\n<h3>3. It adapts to your organization<\/h3>\n<p>An administrator account configures the template providers, the database<br \/>\nvector graphics, users and their roles, content rules, appearance<br \/>\nof the application. Users, for their part, see a simple interface:<br \/>\nworkspaces, conversations, documents.<\/p>\n<hr \/>\n<h2>What distinguishes WivenLLM<\/h2>\n<table>\n<thead>\n<tr>\n<th><\/th>\n<th>Online AI services<\/th>\n<th>WivenLLM<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Where are your documents?<\/strong><\/td>\n<td>On the provider&#039;s infrastructure<\/td>\n<td>On yours<\/td>\n<\/tr>\n<tr>\n<td><strong>Where does the model turn?<\/strong><\/td>\n<td>At the supplier<\/td>\n<td>Wherever you decide \u2014 workstation, server, datacenter, or external provider if you choose<\/td>\n<\/tr>\n<tr>\n<td><strong>Works offline<\/strong><\/td>\n<td>No<\/td>\n<td>Yes, in an all-local configuration<\/td>\n<\/tr>\n<tr>\n<td><strong>Model selection<\/strong><\/td>\n<td>Required by the supplier<\/td>\n<td>Free, and modifiable per workspace<\/td>\n<\/tr>\n<tr>\n<td><strong>Logging<\/strong><\/td>\n<td>Limited to what the supplier discloses<\/td>\n<td>Complete and local<\/td>\n<\/tr>\n<tr>\n<td><strong>Cost per use<\/strong><\/td>\n<td>Charged based on token volume<\/td>\n<td>Useless locally; only usable if you connect to a paid internet provider.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2>Deployment methods<\/h2>\n<p>WivenLLM can be deployed in three ways, using the same application and the same<br \/>\nFeatures:<\/p>\n<p><strong>Workstation.<\/strong> A native application for Windows, macOS, and Linux. Everything<br \/>\nis contained within the application: model, index, documents. Suitable for a<br \/>\nSingle user, without network administration.<\/p>\n<p><strong>Organization server.<\/strong> A containerized or native installation on a<br \/>\nInternal server. This is the mode that enables multi-user, roles, the<br \/>\nWeb widget and API. Suitable for a team or a company.<\/p>\n<p><strong>Hosted instance.<\/strong> A dedicated instance in a datacenter, operated for you.<br \/>\nSame product, without operating costs.<\/p>\n<p>\u2192 <a href=\"\/en\/wiven-llm\/docs\/demarrage\/installation\/\">Facility<\/a><\/p>\n<hr \/>\n<h2>What WivenLLM is not<\/h2>\n<p>Honest documentation also indicates the limitations:<\/p>\n<ul>\n<li><strong>This is not a model of language.<\/strong> WivenLLM is the application that orchestrates<br \/>\n  models; the quality of the responses depends directly on the model you<br \/>\n  choose the hardware that runs it.<\/li>\n<li><strong>This is not an exhaustive search engine.<\/strong> Documentary research<br \/>\n  is semantic: it retrieves the relevant passages, not the entirety of a<br \/>\n  corpus. For questions of the type &quot;list me all contracts containing X&quot;,<br \/>\n  The search parameters need to be adjusted.<br \/>\n  \u2192 <a href=\"\/en\/wiven-llm\/docs\/utilisation\/conversations\/\">Conversations<\/a><\/li>\n<li><strong>This is not a guarantee of accuracy.<\/strong> A language model can be<br \/>\n  deceive. Source citations exist precisely to allow the<br \/>\n  verification; they do not replace it.<\/li>\n<li><strong>Going completely local has a material cost.<\/strong> A fast and good local model<br \/>\n  Quality requires memory and, ideally, a graphics card.<br \/>\n  \u2192 <a href=\"\/en\/wiven-llm\/docs\/demarrage\/modeles\/\">Choosing your models<\/a><\/li>\n<\/ul>\n<hr \/>\n<h2>Next step<\/h2>\n<ul>\n<li><a href=\"\/en\/wiven-llm\/docs\/presentation\/principes\/\">Design principles<\/a> \u2014 why the product is made this way.<\/li>\n<li><a href=\"\/en\/wiven-llm\/docs\/presentation\/architecture\/\">Architecture<\/a> \u2014 the components and their role.<\/li>\n<li><a href=\"\/en\/wiven-llm\/docs\/presentation\/cas-usage\/\">Use Cases<\/a> \u2014 what other organizations are doing with it.<\/li>\n<\/ul>","protected":false},"parent":0,"menu_order":101,"template":"","meta":[],"class_list":["post-7454","wvn_doc","type-wvn_doc","status-publish","hentry"],"yoast_head":"<!-- This site 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