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Vectara - The Trusted GenAI Platform for All BuildersVectara - The Trusted GenAI Platform for All Builders Skip to main content Hit enter to search or ESC to close Close Search Menu Platform Search that understands & responds What is Vectara?Modern, LLM-powered search platform Why Vectara?Affordable, fast, AI at your fingertips Retrieval Augmented GenerationBest-in-class retrieval, summaries, & more Capabilities & Benefits Breakthrough RelevanceSearch that learns as it does API-firstFlexible search for any application Language AgnosticSearch across many languages Secure & ReliableSecure, available search-as-a-service Solutions Developers Question AnsweringSkip the search. Go straight to the answer. Search-powered ApplicationsAPIs to help users find everything Workplace SearchSurface the right answers the first time Marketing & Customer Experience Global Site SearchWeb search that spans domains & languages AI Assistant (Chatbots)Have multi-turn conversations with your data Research & AnalysisExtract more value from your data assets By Industry eLearningUnlock your universe of learning material FinServVectara’s GenAI: an analysts best friend HealthcarePrescribe your remedy for healthy info retrieval Legal TeamsMore relevance, faster. Reduce paralegal repetitive costs ManufacturingManufacture brilliance with Vectara’s AI-powered precision TelcoConnect smarter with Vectara’s innovative RAG solutions EducationEmpower learning with Vectara’s intelligent AI solutions Pricing Developers Start Integrating Vectara APIs DocsUnlock the power of Vectara APIs CommunityParticipate and discover Getting StartedFast-track your learning Sample AppsInspiration for builders Resources Learning, Events & Support Executive BriefsVertical-specific primers on GenAI for leaders Videos, Demos, Guides, & PodcastsExplore ways to use LLM-powered search BlogIdeas on AI, search, LLMs, & more Analyst ResearchUnbiased research from leading analyst firms Take a Tour of Vectara5-minute product walkthrough Help CenterGet help in multiple channels Case StudiesLearn how companies are succeeding with Vectara Glossary of LLM TermsMaster understanding, to master GenAI FAQCommon questions, simple answers Webinars & EventsContent that inspires and educates Retrieval Augmented GenerationEverything you need to know * New * DemosExperience the magic of Vectara for yourself Company Who we are About VectaraLLM-powered search for your app NewsroomRead the latest on Vectara and AI Careers and CultureJoin our mission to help the world find better Contact SalesTalk to a GenAI expert Ecosystem PartnershipsCo-building the “art of possible” with GenAI StartupsGenAI empowerment for Startup Ecosystem Log In Get Started Platform What is Vectara Why Vectara? Retrieval Augmented Generation Breakthrough Relevance Developer First Secure and Reliable Language Agnostic Solutions Developers Question Answering Search-Powered Applications Marketing AI Assistant (Chatbots) Global Site Search Support Workplace Search Research & Analysis By Industry eLearning FinServ Healthcare Legal Teams Manufacturing Telco Education Pricing Resources Executive Briefs Analyst Research Case Studies Take a Tour Blog Videos, Demos, eBooks, & Guides Webinar & Events FAQs Demos Retrieval Augmented Generation (RAG) Explained Glossary of LLM Terms Developers Docs Getting Started Sample Apps User Community Help Center Company About Vectara Newsroom Careers & Culture Ecosystem Partnerships Startups Log In Get Started *** Vectara kicks off RAG on the Road in NYC (11/13) & DC Area (11/15) – Join us for insights on scaling AI *** The Trusted GenAI Platform for All Builders. Retrieval Augmented Generation-as-a-Service (RAGaaS) to Power Your Business. Mitigating Hallucinations and Copyright Concerns, Minimizing Bias, Enhancing Explainability, and Broadening Cross-Lingual Reach. Your TRUSTED entry point for GenAI. *** New Mockingbird LLM: Fine-tuned specifically for RAG scenarios *** Meet MockingbirdBook a Call Join us for our In-Person Events! New York City RAG on the Road: NYC We’re bringing our popular Retrieval Augmented Generation (RAG) events to NYC! Join us for an in-depth, single-day experience designed to help decision-makers, product owners, and AI developers harness advanced RAG design patterns. Gain hands-on experience in our Build vs Buy Lab and explore cutting-edge topics like building AI systems from scratch, preventing hallucinations, and understanding Agentic RAG. Don’t miss this opportunity to upskill and walk away with actionable strategies for designing enterprise-grade AI implementations in just hours. Register Today! DC Area RAG on the Road: DC Area Join us in the DC Area as we take our RAG event on the road! This exclusive event is tailored to address government deployment challenges and showcase innovative RAG solutions for decision-makers, product owners, and AI developers. Highlights include a keynote on government AI deployment, a Build vs Buy lab, and a live demo of Agentic RAG designed for government use cases. Learn how to design and implement secure, scalable AI solutions that meet the unique demands of the public sector, all in a comprehensive single-day event. Register Today! The GenAI Product Platform Vectara provides a Trusted Generative AI platform. The platform allows organizations to rapidly create a ChatGPT-like experience (an AI assistant) which is grounded in the data, documents, and knowledge that they have. Our serverless RAG-as-a-Service also solves critical problems required for enterprise adoption, namely: reduces hallucination, provides explainability / provenance, enforces access control, allows for real-time updatability of the knowledge, and mitigates intellectual property / bias concerns from large language models. Extract Vectara automatically extracts text from PDF and Office to JSON, HTML, XML, CommonMark, and many more.   Encode Encode at scale with cutting edge zero-shot models using deep neural networks optimized for language understanding. Index Segment data into any number of indexes storing vector encodings optimized for low latency and high recall. Retrieve Recall candidate results from millions of documents using cutting-edge, zero-shot neural network models. Rerank Increase the precision of retrieved results with cross-attentional neural networks to merge and reorder results. Summarize Optionally generate a natural language summary of the top results for Q&A or AI Agent experiences. Extract Vectara automatically extracts text from PDF and Office to JSON, HTML, XML, CommonMark, and many more. Encode Encode at scale with cutting edge zero-shot models using deep neural networks optimized for language understanding. Index Segment data into any number of indexes storing vector encodings optimized for low latency and high recall. Retrieve Recall candidate results from millions of documents using cutting-edge, zero-shot neural network models. Rerank Increase the precision of retrieved results with cross-attentional neural networks to merge and reorder results. Summarize Optionally generate a natural language summary of the top results for Q&A or conversational AI experiences. Tour the Platform End-to-End GenAI Platform Get Wise on Your Data with RAG-as-a-Service Some LLMs train their models on your data. Some hallucinate when they don’t know the answers to your questions. And some lexical searches provide more relevant answers than solely semantic searches. Retrieval Augmented Generation (RAG) remedies all of this. Our summarization is grounded in the facts retrieved from the indexed data. This means that we significantly reduce the probability of hallucination during the summarization stage; we provide an answer which is concise and sound based on the intended meaning vs. rephrasing the underlying data. With Vectara’s RAGaaS you can ensure your results are in context and hallucination free. Learn More About RAG Simple APIs for Builders Powerful Customization for Developers Vectara is a modern, API-first search platform. Developer-friendly and easily accessible, all Vectara APIs are designed for consumption by application developers and data engineers who want to embed powerful generative AI into their site or application. LLMs are increasingly complex and become more complex when leveraging more than one in a pipeline or end-solution. Vectara removes the barrier to entry with a trusted entry point by allowing users to operate its platform without having to have deep technical knowledge of operating and hosting multiple LLMs. Vectara APIs abstract away the underlying complexity of operating GenAI solution. Read the Docs Find The Answers You Are Looking For With LLM-Powered Hybrid Search The way people search is changing. They ask questions. They use shorthand. They make typos. They use voice to search. Today, users ask big questions and expect amazing results, immediately. Vectara radically changes how developers build conversational AI. Developers who use Vectara do not need to address the complexity of human language from plurals, verb tenses, idioms, synonym lists, pragmatics and language packs to deliver incredibly relevant results. Users ask. Vectara answers. Watch On Demand Vectara Overview [PDF] Vectara’s GenAI platform allows businesses to add hybrid search, Retrieval Augmented Generation (RAG), and conversational AI capabilities to their applications. This powerful end-to-end platform is exposed to developers via simple APIs, so the cost and implementation time remain surprisingly low. Get the Platform One-sheet Vectara is your trusted entry point into Generative AI. Learn how easy it is to get started! Get Started Executive Brief Executive GenAI Strategy Guide CxOs, Product leaders, and Enterprise Architects can quickly accelerate their mastery of GenAI and make more informed decisions by reading this 31-page compendium Read More view all Executive Brief Executive Brief on GenAI: Financial Services With Vectara’s RAG-as-a-Service, financial services businesses can embed GenAI quickly and easily without the risk of data or privacy violations Read More view all Executive Brief Executive Brief on GenAI: Healthcare With Vectara’s RAG-as-a-Service, healthcare businesses can embed GenAI quickly and easily without the risk of data or privacy violations Read More view all Executive Brief Executive Brief on GenAI: Manufacturing Manufacturers have a valuable opportunity to reskill the labor force, streamline processes to cut costs, and navigate a hostile economic and regulatory environment Read More view all Executive Brief Executive Brief on GenAI: eLearning Generative AI — or GenAI — emerged during a perfect storm of trends that are fundamentally changing education and labor markets Read More view all Executive Brief Executive Brief on GenAI: Legal Generative AI gives legal teams a way to work smarter, faster, and more cost-effectively to handle increased workloads efficiently, automate routine tasks, and deliver greater value to clients. Read More view all Executive Brief Executive Brief on GenAI: Telco Generative AI (GenAI) can be a powerful tool to quickly begin the business transformations needed to thrive. Read More view all Executive Brief Executive Brief on GenAI: Education With Vectara, education and e-learning organizations can embed GenAI quickly and easily without the risk of data or privacy violations. Read More view all Case Study Qumulo: “Semantic App Search” for Tech With Vectara, Google Analytics shows that the search page quickly became the second-most-accessed page on the Documentation Portal. Read More view all Case Study Maqsam: “AI Assistant” for Telecommunications Maqsam chose Vectara largely due to the extent of optionality and control to design the system for their specific use case. Read More view all Case Study MyWealthai.com.au: “Question Answering” for FinServ MyWealthai.com.au is using Vectara to derive personalized content feeds for its foundational persona types, adjusting content for tone and language. Read More view all Case Study Elder Voice Advocates: “Question Answering” for Healthcare Elder Voice Advocates collaborated with Vectara to integrate advanced LLM search and AI-driven summarization capabilities into their ElderCareIQ user experience. Read More view all Case Study Oqood: “Question Answering” for Legal Learn how Oqood.ai proved out their GenAI pilot use case with Vectara's trusted GenAI platform. Read More view all Case Study Obeikan: “Question Answering” for Manufacturing Learn how Obeikan proved out their GenAI pilot use case with Vectara's trusted GenAI platform. Read More view all Case Study SonoSim: “Question Answering” for Healthcare Learn how SomoSim improved their educational content search with Vectara's trusted GenAI platform. Read More view all Case Study Conversica: NLP powered Revenue Digital Assistant™ Solutions Conversica launches Revenue Digital Assistant™ solutions with remarkable search performance results. Read More view all Guide Vectara Security Overview Learn more about Vectara's security features Read More view all Guide Vectara Overview Learn more about Vectara, including our Retrieval Augmented Generation (RAG) release, which includes generative summarization, hybrid search, and industry-leading Grounded Generation Read More view all Guide Vectara Datasheet Get a glance at Vectara’s unique capabilities to help developers easily embed industry-leading LLM-powered semantic search in sites and applications Read More view all Log In Sign Up PlatformWhat is Vectara? Why Vectara? Retrieval Augmented Generation Breakthrough Relevance API First Language Agnostic Secure and Reliable SolutionsQuestion Answering AI Assistant (Chatbots) Research & Analysis Search Powered Applications Global Site Search Workplace Search Trust and Security Privacy Policy Status Terms ResourcesTake a Tour of Vectara Blog Executive Briefs Demos and Videos Use Cases, e-Books, & Guides Webinars and Events Pinecone.io Vs. Vectara Algolia Vs. Vectara FAQ PricingPlans Developers Docs Getting Started Sample Apps Community Help Center CompanyAbout Newsroom Careers Contact Us Partnerships Startups © 2024 Vectara, Inc. All rights reserved. Trust and Security Privacy Policy Status Terms twitterfacebooklinkedinyoutubediscord Close Menu Platform Search that understands & responds What is Vectara?Modern, LLM-powered search platform Why Vectara?Affordable, fast, AI at your fingertips Retrieval Augmented GenerationBest-in-class retrieval, summaries, & more Capabilities & Benefits Breakthrough RelevanceSearch that learns as it does API-firstFlexible search for any application Language AgnosticSearch across many languages Secure & ReliableSecure, available search-as-a-service Solutions Developers Question AnsweringSkip the search. Go straight to the answer. Search-powered ApplicationsAPIs to help users find everything Workplace SearchSurface the right answers the first time Marketing & Customer Experience Global Site SearchWeb search that spans domains & languages AI Assistant (Chatbots)Have multi-turn conversations with your data Research & AnalysisExtract more value from your data assets By Industry eLearningUnlock your universe of learning material FinServVectara’s GenAI: an analysts best friend HealthcarePrescribe your remedy for healthy info retrieval Legal TeamsMore relevance, faster. Reduce paralegal repetitive costs ManufacturingManufacture brilliance with Vectara’s AI-powered precision TelcoConnect smarter with Vectara’s innovative RAG solutions EducationEmpower learning with Vectara’s intelligent AI solutions Pricing Developers Start Integrating Vectara APIs DocsUnlock the power of Vectara APIs CommunityParticipate and discover Getting StartedFast-track your learning Sample AppsInspiration for builders Resources Learning, Events & Support Executive BriefsVertical-specific primers on GenAI for leaders Videos, Demos, Guides, & PodcastsExplore ways to use LLM-powered search BlogIdeas on AI, search, LLMs, & more Analyst ResearchUnbiased research from leading analyst firms Take a Tour of Vectara5-minute product walkthrough Help CenterGet help in multiple channels Case StudiesLearn how companies are succeeding with Vectara Glossary of LLM TermsMaster understanding, to master GenAI FAQCommon questions, simple answers Webinars & EventsContent that inspires and educates Retrieval Augmented GenerationEverything you need to know * New * DemosExperience the magic of Vectara for yourself Company Who we are About VectaraLLM-powered search for your app NewsroomRead the latest on Vectara and AI Careers and CultureJoin our mission to help the world find better Contact SalesTalk to a GenAI expert Ecosystem PartnershipsCo-building the “art of possible” with GenAI StartupsGenAI empowerment for Startup Ecosystem Log In Get Started Dr. Amr Awadallah Co-Founder & CEO Prior to founding Vectara, Amr served as the VP of Developer Relations for Google Cloud. Amr co-founded Cloudera where he led the development of enterprise tools to ingest and extract value from big data. Before Cloudera, Amr served as VP of product intelligence engineering at Yahoo after Yahoo acquired his first startup Aptiva, a search engine company. Amr holds a PhD in Electrical Engineering from Stanford University and a MA from Cairo University. × Amin Ahmad Co-Founder & CTO Prior to founding Vectara, Amin served as a senior engineer at Google Research for 10 years. Amin led the development of question answering and neural information retrieval systems that have been launched into several Google products. His 20 years of search industry experience include working with Fortune 500 companies, startups, and state and federal governments. Amin holds a BS in Computer Science and Mathematics from Bowling Green State University. ×enusen-US1729190942https://vectara.com

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