查看购物车
  • Traditional Chinese
  • English
  • Japanese
  • Korean
封面
市场调查报告书
商品编码
1575112

RAG（搜寻增强世代）市场规模、份额和趋势分析报告：按功能、应用程式、部署、最终用途、区域和细分市场进行预测，2024-2030 年

Retrieval Augmented Generation Market Size, Share & Trends Analysis Report By Function, By Application, By Deployment (Cloud, On-premises), By End-use (Healthcare, Education), By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10个工作天内

价格

市场规模及趋势：

预计 2023 年全球 RAG（搜寻增强生成）市场规模为 10.427 亿美元，预计 2024 年至 2030 年复合年增长率为 44.7%。

由于自然语言处理（NLP）的进步以及对智慧人工智慧系统不断增长的需求，该市场正在快速成长。 RAG（搜寻增强生成）模型将基于搜寻的方法与生成功能相结合，在客户服务、内容生成和研究等行业中很受欢迎。这些模型透过存取外部资料来源来提高准确性，使人工智慧能够产生更相关和上下文感知的回应。

企业求助于 RAG 来自动化复杂的工作流程，同时保持高水准的内容品质。 ChatGPT 等生成式人工智慧工具的兴起引发了人们对透过搜寻机制增强人工智慧的兴趣。 RAG（搜寻增强生成）特别适合需要精确度的应用，这使其对企业具有吸引力。这种需求正在推动研究和开发，以改进适用于各种使用案例的RAG 框架。

企业采用是 RAG 扩张的主要驱动力，因为企业意识到处理医疗保健、金融和法律服务等领域专门任务的潜力。 RAG 系统可协助专家从专有资料库中搜寻和产生信息，以即时做出资料驱动的决策。公司正在投资这些模型，透过整合聊天机器人、虚拟助理和知识管理系统来改善客户体验和内部业务。此外，云端基础的人工智慧平台的可用性使公司可以更轻鬆地将 RAG 解决方案扩展到不同部门。因此，越来越多的公司正在采用这些模型来满足利基需求。特定领域资料集集的品质和可用性的提高进一步推动了这种成长。 RAG 模型的影响是显着的，因为它改进了决策和内容传送。

RAG（搜寻增强生成）市场的竞争正在加剧，老牌科技巨头和新兴企业都在开发先进的架构来获得优势。云端服务供应商正在透过优化搜寻和产生流程以提高速度和准确性来增强其 RAG 产品。人们对开放原始码RAG 框架的兴趣也与日俱增，该框架允许小型企业和开发人员根据其特定需求量身定制解决方案。这些创新正在加速 RAG 在全行业的采用，并使其可供更广泛的企业使用。即时更新和从动态来源获取资料的能力等新功能扩展了 RAG 的使用案例。随着 RAG 模型性能的持续改进，竞争格局正在推动快速创新。总体而言，随着公司越来越认识到 RAG 的价值，该市场将在未来几年显着成长。

目录

第一章调查方法和范围

第 2 章执行摘要

第 3 章 RAG（搜寻增强生成）市场变数、趋势与范围

  • 市场介绍/系统展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • RAG（搜寻扩展生成）市场分析工具
    • 波特的分析
    • PESTEL分析

第四章 RAG（搜寻增强生成）市场：功能估计与趋势分析

  • 细分仪表板
  • RAG（搜寻增强生成）市场：功能变异分析，2023 年和 2030 年
  • 文件搜寻
  • 响应生成
  • 摘要及报告
  • 推荐发动机

第五章 RAG（搜寻增强生成）市场：应用估算与趋势分析

  • 细分仪表板
  • RAG（搜寻增强生成）市场：2023 年和 2030 年应用变化分析
  • 知识管理
  • 客户支援和聊天机器人
  • 法律与合规
  • 客户支援和聊天机器人
  • 行销和销售
  • 研究与开发
  • 内容生成

第六章 RAG（搜寻增强生成）市场：发展估算与趋势分析

  • 细分仪表板
  • RAG（搜寻增强生成）市场：2023 年和 2030 年演化变异分析
  • 云
  • 本地

第七章 RAG（搜寻增强生成）市场：最终用途估计与趋势分析

  • 细分仪表板
  • RAG（搜寻增强生成）市场：2023 年和 2030 年最终用途变化分析
  • 卫生保健
  • 金融服务
  • 零售/电子商务
  • 资讯科技和通讯
  • 教育
  • 媒体和娱乐
  • 其他的

第八章 RAG（搜寻增强生成）市场：区域估计和趋势分析

  • 2023 年和 2030 年 RAG（搜寻增强一代）按地区市场占有率
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第9章 竞争格局

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 财务表现
  • 功能基准
  • 企业热力图分析
  • 策略规划
  • 公司简介/名单
    • Anthropic
    • Amazon Web Services Inc.
    • Clarifai
    • Cohere
    • Google DeepMind
    • Hugging Face
    • IBM Watson
    • Informatica
    • Meta AI（Facebook AI）
    • Microsoft
    • Neeva
    • OpenAI
    • Semantic Scholar（AI2）
Product Code: GVR-4-68040-454-6

Market Size & Trends:

The global retrieval augmented generation market size was estimated at USD 1,042.7 million in 2023 and is projected to grow at a CAGR of 44.7% from 2024 to 2030. The market is growing rapidly due to advancements in natural language processing (NLP) and the increasing need for intelligent AI systems. Retrieval augmented generation (RAG) models, which combine retrieval-based approaches with generative capabilities, are becoming popular in industries such as customer service, content generation, and research. These models offer enhanced accuracy by accessing external data sources, allowing AI to generate more relevant, context-aware responses.

Companies are turning to RAG to automate complex workflows while maintaining a high level of content quality. The rise of generative AI tools such as ChatGPT has sparked interest in enhancing them with retrieval mechanisms. Retrieval augmented generation (RAG) is particularly suited for applications requiring precision, making it appealing for businesses. This demand is pushing research and development efforts to improve RAG frameworks for diverse use cases.

Enterprise adoption is a significant driver of RAG's expansion as businesses recognize its potential to handle specialized tasks in fields such as healthcare, finance, and legal services. RAG systems are proving valuable for retrieving and generating information from proprietary databases, allowing professionals to make real-time, data-driven decisions. Companies are investing in these models to improve customer experiences and internal operations by integrating them into chatbots, virtual assistants, and knowledge management systems. The availability of cloud-based AI platforms is also making it easier for enterprises to scale RAG solutions across various departments. As a result, more organizations are adopting these models to handle niche requirements. The rising quality and availability of domain-specific datasets further support this growth. The impact is profound, with RAG models improving decision-making and content delivery.

Competition in the retrieval augmented generation market is intensifying as established tech giants and startups alike develop advanced architectures to stay ahead. Cloud service providers are enhancing their RAG offerings by optimizing both retrieval and generation processes for speed and accuracy. There is also a rising interest in open-source RAG frameworks, allowing smaller companies and developers to customize their solutions based on specific needs. This innovation is accelerating RAG's adoption across industries and making it more accessible to a broader range of businesses. New features, such as real-time updating and the ability to pull from dynamic sources, are expanding RAG's use cases. The competitive landscape is fueling rapid innovation, with continuous improvements in RAG model performance. Overall, this market is set to experience substantial growth over the coming years as businesses increasingly recognize its value.

Global Retrieval Augmented Generation Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and analyzes the latest industry trends in each of the sub-segments from 2020 to 2030. For this study, Grand View Research has segmented the global retrieval-augmented generation market report based on function, application, deployment, end-use, and region.

  • Function Outlook (Revenue, USD Million, 2020 - 2030)
  • Document Retrieval
  • Response Generation
  • Summarization & Reporting
  • Recommendation Engines
  • Application Outlook (Revenue, USD Million, 2020 - 2030)
  • Knowledge Management
  • Customer Support & Chatbots
  • Legal & Compliance
  • Marketing & Sales
  • Research & Development
  • Content Generation
  • Deployment Outlook (Revenue, USD Million, 2020 - 2030)
  • Cloud
  • On-premises
  • End-use Outlook (Revenue, USD Million, 2020 - 2030)
  • Healthcare
  • Financial Services
  • Retail & E-commerce
  • IT & Telecommunications
  • Education
  • Media & Entertainment
  • Others
  • Regional Outlook (Revenue, USD Million, 2020 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
  • Middle East and Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definition
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Retrieval Augmented Generation (RAG) Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Retrieval Augmented Generation (RAG) Market Analysis Tools
    • 3.3.1. Porter's Analysis
    • 3.3.2. PESTEL Analysis

Chapter 4. Retrieval Augmented Generation (RAG) Market: Function Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Retrieval Augmented Generation (RAG) Market: Function Movement Analysis, 2023 & 2030 (USD Million)
  • 4.3. Document Retrieval
    • 4.3.1. Document Retrieval Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 4.4. Response Generation
    • 4.4.1. Response Generation Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 4.5. Summarization & Reporting
    • 4.5.1. Summarization & Reporting Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 4.6. Recommendation Engines
    • 4.6.1. Recommendation Engines Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)

Chapter 5. Retrieval Augmented Generation (RAG) Market: Application Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Retrieval Augmented Generation (RAG) Market: Application Movement Analysis, 2023 & 2030 (USD Million)
  • 5.3. Knowledge Management
    • 5.3.1. Knowledge Management Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 5.4. Customer Support & Chatbots
    • 5.4.1. Customer Support & Chatbots Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 5.5. Legal & Compliance
    • 5.5.1. Legal & Compliance Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 5.6. Customer Support & Chatbots
    • 5.6.1. Customer Support & Chatbots Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 5.7. Marketing & Sales
    • 5.7.1. Marketing & Sales Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 5.8. Research & Development
    • 5.8.1. Research & Development Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 5.9. Content Generation
    • 5.9.1. Content Generation Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)

Chapter 6. Retrieval Augmented Generation (RAG) Market: Deployment Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Retrieval Augmented Generation (RAG) Market: Deployment Movement Analysis, 2023 & 2030 (USD Million)
  • 6.3. Cloud
    • 6.3.1. Cloud Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 6.4. On-premises
    • 6.4.1. On-premises Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)

Chapter 7. Retrieval Augmented Generation (RAG) Market: End Use Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. Retrieval Augmented Generation (RAG) Market: End Use Movement Analysis, 2023 & 2030 (USD Million)
  • 7.3. Healthcare
    • 7.3.1. Healthcare Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 7.4. Financial Services
    • 7.4.1. Financial Services Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 7.5. Retail & E-commerce
    • 7.5.1. Retail & E-commerce Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 7.6. IT & Telecommunications
    • 7.6.1. IT & Telecommunications Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 7.7. Education
    • 7.7.1. Education Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 7.8. Media & Entertainment
    • 7.8.1. Media & Entertainment Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 7.9. Others
    • 7.9.1. Others Retrieval Augmented Generation (RAG) Market Revenue Estimates and Forecasts, 2020 - 2030 (USD Million)

Chapter 8. Retrieval Augmented Generation (RAG) Market: Regional Estimates & Trend Analysis

  • 8.1. Retrieval Augmented Generation (RAG) Market Share, By Region, 2023 & 2030 (USD Million)
  • 8.2. North America
    • 8.2.1. North America Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.2.2. U.S.
      • 8.2.2.1. U.S. Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.2.3. Canada
      • 8.2.3.1. Canada Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.2.4. Mexico
      • 8.2.4.1. Mexico Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 8.3. Europe
    • 8.3.1. Europe Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.3.2. UK
      • 8.3.2.1. UK Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.3.3. Germany
      • 8.3.3.1. Germany Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.3.4. France
      • 8.3.4.1. France Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 8.4. Asia Pacific
    • 8.4.1. Asia Pacific Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.4.2. China
      • 8.4.2.1. China Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.4.3. Japan
      • 8.4.3.1. Japan Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.4.4. India
      • 8.4.4.1. India Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.4.5. South Korea
      • 8.4.5.1. South Korea Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.4.6. Australia
      • 8.4.6.1. Australia Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 8.5. Latin America
    • 8.5.1. Latin America Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.5.2. Brazil
      • 8.5.2.1. Brazil Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
  • 8.6. Middle East and Africa
    • 8.6.1. Middle East and Africa Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.6.2. KSA
      • 8.6.2.1. KSA Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.6.3. UAE
      • 8.6.3.1. UAE Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)
    • 8.6.4. South Africa
      • 8.6.4.1. South Africa Retrieval Augmented Generation (RAG) Market Estimates and Forecasts, 2020 - 2030 (USD Million)

Chapter 9. Competitive Landscape

  • 9.1. Company Categorization
  • 9.2. Company Market Positioning
  • 9.3. Participant's Overview
  • 9.4. Financial Performance
  • 9.5. Function Benchmarking
  • 9.6. Company Heat Map Analysis
  • 9.7. Strategy Mapping
  • 9.8. Company Profiles/Listing
    • 9.8.1. Anthropic
      • 9.8.1.1. Participant's Overview
      • 9.8.1.2. Financial Performance
      • 9.8.1.3. Product Benchmarking
      • 9.8.1.4. Recent Developments
    • 9.8.2. Amazon Web Services Inc.
      • 9.8.2.1. Participant's Overview
      • 9.8.2.2. Financial Performance
      • 9.8.2.3. Product Benchmarking
      • 9.8.2.4. Recent Developments
    • 9.8.3. Clarifai
      • 9.8.3.1. Participant's Overview
      • 9.8.3.2. Financial Performance
      • 9.8.3.3. Product Benchmarking
      • 9.8.3.4. Recent Developments
    • 9.8.4. Cohere
      • 9.8.4.1. Participant's Overview
      • 9.8.4.2. Financial Performance
      • 9.8.4.3. Product Benchmarking
      • 9.8.4.4. Recent Developments
    • 9.8.5. Google DeepMind
      • 9.8.5.1. Participant's Overview
      • 9.8.5.2. Financial Performance
      • 9.8.5.3. Product Benchmarking
      • 9.8.5.4. Recent Developments
    • 9.8.6. Hugging Face
      • 9.8.6.1. Participant's Overview
      • 9.8.6.2. Financial Performance
      • 9.8.6.3. Product Benchmarking
      • 9.8.6.4. Recent Developments
    • 9.8.7. IBM Watson
      • 9.8.7.1. Participant's Overview
      • 9.8.7.2. Financial Performance
      • 9.8.7.3. Product Benchmarking
      • 9.8.7.4. Recent Developments
    • 9.8.8. Informatica
      • 9.8.8.1. Participant's Overview
      • 9.8.8.2. Financial Performance
      • 9.8.8.3. Product Benchmarking
      • 9.8.8.4. Recent Developments
    • 9.8.9. Meta AI (Facebook AI)
      • 9.8.9.1. Participant's Overview
      • 9.8.9.2. Financial Performance
      • 9.8.9.3. Product Benchmarking
      • 9.8.9.4. Recent Developments
    • 9.8.10. Microsoft
      • 9.8.10.1. Participant's Overview
      • 9.8.10.2. Financial Performance
      • 9.8.10.3. Product Benchmarking
      • 9.8.10.4. Recent Developments
    • 9.8.11. Neeva
      • 9.8.11.1. Participant's Overview
      • 9.8.11.2. Financial Performance
      • 9.8.11.3. Product Benchmarking
      • 9.8.11.4. Recent Developments
    • 9.8.12. OpenAI
      • 9.8.12.1. Participant's Overview
      • 9.8.12.2. Financial Performance
      • 9.8.12.3. Product Benchmarking
      • 9.8.12.4. Recent Developments
    • 9.8.13. Semantic Scholar (AI2)
      • 9.8.13.1. Participant's Overview
      • 9.8.13.2. Financial Performance
      • 9.8.13.3. Product Benchmarking
      • 9.8.13.4. Recent Developments

List of Tables

  • Table 1 Global Retrieval Augmented Generation (RAG) Market by function, 2020 - 2030 (USD Million)
  • Table 2 Global Retrieval Augmented Generation (RAG) Market by application, 2020 - 2030 (USD Million)
  • Table 3 Global Retrieval Augmented Generation (RAG) Market by deployment, 2020 - 2030 (USD Million)
  • Table 4 Global Retrieval Augmented Generation (RAG) Market by end use, 2020 - 2030 (USD Million)
  • Table 5 Global Retrieval Augmented Generation (RAG) Market by region, 2020 - 2030 (USD Million)
  • Table 6 North America Retrieval Augmented Generation (RAG) Market by country, 2020 - 2030 (USD Million)
  • Table 7 Europe Retrieval Augmented Generation (RAG) Market by country, 2020 - 2030 (USD Million)
  • Table 8 Asia Pacific Retrieval Augmented Generation (RAG) Market by country, 2020 - 2030 (USD Million)
  • Table 9 Latin America Retrieval Augmented Generation (RAG) Market by country, 2020 - 2030 (USD Million)
  • Table 10 MEA Retrieval Augmented Generation (RAG) Market by country, 2020 - 2030 (USD Million)
  • Table 11 Key companies launching new products/Response Generation
  • Table 12 Key companies engaged in mergers & acquisition
  • Table 13 Key companies engaged in Research & development
  • Table 14 Key Companies engaged in expansion

List of Figures

  • Fig. 1 Retrieval Augmented Generation (RAG) Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 Retrieval Augmented Generation (RAG) Market snapshot
  • Fig. 8 Retrieval Augmented Generation (RAG) Market segment snapshot
  • Fig. 9 Retrieval Augmented Generation (RAG) Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 Retrieval Augmented Generation (RAG) Market, Function outlook key takeaways (USD Million)
  • Fig. 13 Retrieval Augmented Generation (RAG) Market: Function movement analysis 2024 & 2030 (USD Million)
  • Fig. 14 Document Retrieval market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 15 Response Generation market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 16 Summarization & Reporting market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 17 Recommendation Engines market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 18 Retrieval Augmented Generation (RAG) Market: Application outlook key takeaways (USD Million)
  • Fig. 19 Retrieval Augmented Generation (RAG) Market: Application movement analysis 2024 & 2030 (USD Million)
  • Fig. 20 Knowledge Management market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 21 Customer Support & Chatbots market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 22 Legal & Compliance market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 23 Marketing & Sales market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 24 Research & Development market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 25 Content Generation market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 26 Retrieval Augmented Generation (RAG) Market: Deployment outlook key takeaways (USD Million)
  • Fig. 27 Retrieval Augmented Generation (RAG) Market: Deployment movement analysis 2024 & 2030 (USD Million)
  • Fig. 28 Cloud market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 29 On-premises market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 30 Retrieval Augmented Generation (RAG) Market: end use outlook key takeaways (USD Million)
  • Fig. 31 Retrieval Augmented Generation (RAG) Market: end use movement analysis 2024 & 2030 (USD Million)
  • Fig. 32 Healthcare market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 33 Financial Services market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 34 Retail & E-commerce market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 35 IT & Telecommunications market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 36 Education market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 37 Media & Entertainment market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 38 Others market revenue estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 39 Retrieval Augmented Generation (RAG) Market: Regional outlook, 2024 & 2030 (USD Million)
  • Fig. 40 North America Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 41 U.S. Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 42 Canada Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 43 Mexico Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 44 Europe Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 45 UK Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 46 Germany Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 47 France Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 48 Asia Pacific Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 49 China Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 50 Japan Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 51 India Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 52 South Korea Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 53 Australia Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 54 Latin America Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 55 Brazil Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 56 MEA Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 57 KSA Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 58 UAE Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 59 South Africa Retrieval Augmented Generation (RAG) Market estimates and forecasts, 2020 - 2030 (USD Million)
  • Fig. 60 Company Categorization
  • Fig. 61 Company Market Positioning
  • Fig. 62 Strategy framework