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Global Retrieval-Augmented Generation Market Research Report 2024
Published Date: October 2024
|
Report Code: QYRE-Auto-14U18476
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Global Retrieval Augmented Generation Market Research Report 2024
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Global Retrieval-Augmented Generation Market Research Report 2024

Code: QYRE-Auto-14U18476
Report
October 2024
Pages:81
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Retrieval-Augmented Generation Market

Retrieval-Augmented Generation (RAG) is a natural language processing (NLP) model architecture that combines retrieval and generation techniques. In this architecture, the model first finds information (such as documents, sentences, etc.) related to the current task through a retrieval process, and then inputs this retrieved information as context into the generation model to produce more accurate and relevant text output. The purpose of this approach is to use the retrieved information to enhance the generation process so that it can generate content that is more in line with user intent and context.
The global Retrieval-Augmented Generation market was valued at US$ million in 2023 and is anticipated to reach US$ million by 2030, witnessing a CAGR of %during the forecast period 2024-2030.
North American market for Retrieval-Augmented Generation is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
Asia-Pacific market for Retrieval-Augmented Generation is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The global market for Retrieval-Augmented Generation in Natural Language Processing is estimated to increase from $ million in 2023 to $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The major global companies of Retrieval-Augmented Generation include Zilliz, Elastic, Google Cloud, Amazon Bedrock, Red Hat, Higress, IBM, Glean, Microsoft, NVIDIA, etc. In 2023, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Retrieval-Augmented Generation, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Retrieval-Augmented Generation.
The Retrieval-Augmented Generation market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Retrieval-Augmented Generation market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Retrieval-Augmented Generation companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Retrieval-Augmented Generation Market Report

Report Metric Details
Report Name Retrieval-Augmented Generation Market
Segment by Type
  • Template-Based Generation
  • Sequence-To-Sequence Generation
Segment by Application
  • Natural Language Processing
  • Content Creation
  • Others
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company Zilliz, Elastic, Google Cloud, Amazon Bedrock, Red Hat, Higress, IBM, Glean, Microsoft, NVIDIA, Oracle, Pinecone, Huawei Cloud, Tencent Cloud
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Retrieval-Augmented Generation company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Retrieval-Augmented Generation Market report?

Ans: The main players in the Retrieval-Augmented Generation Market are Zilliz, Elastic, Google Cloud, Amazon Bedrock, Red Hat, Higress, IBM, Glean, Microsoft, NVIDIA, Oracle, Pinecone, Huawei Cloud, Tencent Cloud

What are the Application segmentation covered in the Retrieval-Augmented Generation Market report?

Ans: The Applications covered in the Retrieval-Augmented Generation Market report are Natural Language Processing, Content Creation, Others

What are the Type segmentation covered in the Retrieval-Augmented Generation Market report?

Ans: The Types covered in the Retrieval-Augmented Generation Market report are Template-Based Generation, Sequence-To-Sequence Generation

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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Retrieval-Augmented Generation Market Size Growth Rate by Type: 2019 VS 2023 VS 2030
1.2.2 Template-Based Generation
1.2.3 Sequence-To-Sequence Generation
1.3 Market by Application
1.3.1 Global Retrieval-Augmented Generation Market Growth by Application: 2019 VS 2023 VS 2030
1.3.2 Natural Language Processing
1.3.3 Content Creation
1.3.4 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Retrieval-Augmented Generation Market Perspective (2019-2030)
2.2 Global Retrieval-Augmented Generation Growth Trends by Region
2.2.1 Global Retrieval-Augmented Generation Market Size by Region: 2019 VS 2023 VS 2030
2.2.2 Retrieval-Augmented Generation Historic Market Size by Region (2019-2024)
2.2.3 Retrieval-Augmented Generation Forecasted Market Size by Region (2025-2030)
2.3 Retrieval-Augmented Generation Market Dynamics
2.3.1 Retrieval-Augmented Generation Industry Trends
2.3.2 Retrieval-Augmented Generation Market Drivers
2.3.3 Retrieval-Augmented Generation Market Challenges
2.3.4 Retrieval-Augmented Generation Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Retrieval-Augmented Generation Players by Revenue
3.1.1 Global Top Retrieval-Augmented Generation Players by Revenue (2019-2024)
3.1.2 Global Retrieval-Augmented Generation Revenue Market Share by Players (2019-2024)
3.2 Global Retrieval-Augmented Generation Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Retrieval-Augmented Generation Revenue
3.4 Global Retrieval-Augmented Generation Market Concentration Ratio
3.4.1 Global Retrieval-Augmented Generation Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Retrieval-Augmented Generation Revenue in 2023
3.5 Global Key Players of Retrieval-Augmented Generation Head office and Area Served
3.6 Global Key Players of Retrieval-Augmented Generation, Product and Application
3.7 Global Key Players of Retrieval-Augmented Generation, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Retrieval-Augmented Generation Breakdown Data by Type
4.1 Global Retrieval-Augmented Generation Historic Market Size by Type (2019-2024)
4.2 Global Retrieval-Augmented Generation Forecasted Market Size by Type (2025-2030)
5 Retrieval-Augmented Generation Breakdown Data by Application
5.1 Global Retrieval-Augmented Generation Historic Market Size by Application (2019-2024)
5.2 Global Retrieval-Augmented Generation Forecasted Market Size by Application (2025-2030)
6 North America
6.1 North America Retrieval-Augmented Generation Market Size (2019-2030)
6.2 North America Retrieval-Augmented Generation Market Growth Rate by Country: 2019 VS 2023 VS 2030
6.3 North America Retrieval-Augmented Generation Market Size by Country (2019-2024)
6.4 North America Retrieval-Augmented Generation Market Size by Country (2025-2030)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Retrieval-Augmented Generation Market Size (2019-2030)
7.2 Europe Retrieval-Augmented Generation Market Growth Rate by Country: 2019 VS 2023 VS 2030
7.3 Europe Retrieval-Augmented Generation Market Size by Country (2019-2024)
7.4 Europe Retrieval-Augmented Generation Market Size by Country (2025-2030)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Retrieval-Augmented Generation Market Size (2019-2030)
8.2 Asia-Pacific Retrieval-Augmented Generation Market Growth Rate by Country: 2019 VS 2023 VS 2030
8.3 Asia-Pacific Retrieval-Augmented Generation Market Size by Region (2019-2024)
8.4 Asia-Pacific Retrieval-Augmented Generation Market Size by Region (2025-2030)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Retrieval-Augmented Generation Market Size (2019-2030)
9.2 Latin America Retrieval-Augmented Generation Market Growth Rate by Country: 2019 VS 2023 VS 2030
9.3 Latin America Retrieval-Augmented Generation Market Size by Country (2019-2024)
9.4 Latin America Retrieval-Augmented Generation Market Size by Country (2025-2030)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Retrieval-Augmented Generation Market Size (2019-2030)
10.2 Middle East & Africa Retrieval-Augmented Generation Market Growth Rate by Country: 2019 VS 2023 VS 2030
10.3 Middle East & Africa Retrieval-Augmented Generation Market Size by Country (2019-2024)
10.4 Middle East & Africa Retrieval-Augmented Generation Market Size by Country (2025-2030)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Zilliz
11.1.1 Zilliz Company Details
11.1.2 Zilliz Business Overview
11.1.3 Zilliz Retrieval-Augmented Generation Introduction
11.1.4 Zilliz Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.1.5 Zilliz Recent Development
11.2 Elastic
11.2.1 Elastic Company Details
11.2.2 Elastic Business Overview
11.2.3 Elastic Retrieval-Augmented Generation Introduction
11.2.4 Elastic Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.2.5 Elastic Recent Development
11.3 Google Cloud
11.3.1 Google Cloud Company Details
11.3.2 Google Cloud Business Overview
11.3.3 Google Cloud Retrieval-Augmented Generation Introduction
11.3.4 Google Cloud Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.3.5 Google Cloud Recent Development
11.4 Amazon Bedrock
11.4.1 Amazon Bedrock Company Details
11.4.2 Amazon Bedrock Business Overview
11.4.3 Amazon Bedrock Retrieval-Augmented Generation Introduction
11.4.4 Amazon Bedrock Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.4.5 Amazon Bedrock Recent Development
11.5 Red Hat
11.5.1 Red Hat Company Details
11.5.2 Red Hat Business Overview
11.5.3 Red Hat Retrieval-Augmented Generation Introduction
11.5.4 Red Hat Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.5.5 Red Hat Recent Development
11.6 Higress
11.6.1 Higress Company Details
11.6.2 Higress Business Overview
11.6.3 Higress Retrieval-Augmented Generation Introduction
11.6.4 Higress Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.6.5 Higress Recent Development
11.7 IBM
11.7.1 IBM Company Details
11.7.2 IBM Business Overview
11.7.3 IBM Retrieval-Augmented Generation Introduction
11.7.4 IBM Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.7.5 IBM Recent Development
11.8 Glean
11.8.1 Glean Company Details
11.8.2 Glean Business Overview
11.8.3 Glean Retrieval-Augmented Generation Introduction
11.8.4 Glean Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.8.5 Glean Recent Development
11.9 Microsoft
11.9.1 Microsoft Company Details
11.9.2 Microsoft Business Overview
11.9.3 Microsoft Retrieval-Augmented Generation Introduction
11.9.4 Microsoft Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.9.5 Microsoft Recent Development
11.10 NVIDIA
11.10.1 NVIDIA Company Details
11.10.2 NVIDIA Business Overview
11.10.3 NVIDIA Retrieval-Augmented Generation Introduction
11.10.4 NVIDIA Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.10.5 NVIDIA Recent Development
11.11 Oracle
11.11.1 Oracle Company Details
11.11.2 Oracle Business Overview
11.11.3 Oracle Retrieval-Augmented Generation Introduction
11.11.4 Oracle Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.11.5 Oracle Recent Development
11.12 Pinecone
11.12.1 Pinecone Company Details
11.12.2 Pinecone Business Overview
11.12.3 Pinecone Retrieval-Augmented Generation Introduction
11.12.4 Pinecone Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.12.5 Pinecone Recent Development
11.13 Huawei Cloud
11.13.1 Huawei Cloud Company Details
11.13.2 Huawei Cloud Business Overview
11.13.3 Huawei Cloud Retrieval-Augmented Generation Introduction
11.13.4 Huawei Cloud Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.13.5 Huawei Cloud Recent Development
11.14 Tencent Cloud
11.14.1 Tencent Cloud Company Details
11.14.2 Tencent Cloud Business Overview
11.14.3 Tencent Cloud Retrieval-Augmented Generation Introduction
11.14.4 Tencent Cloud Revenue in Retrieval-Augmented Generation Business (2019-2024)
11.14.5 Tencent Cloud Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
List of Tables
 Table 1. Global Retrieval-Augmented Generation Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030
 Table 2. Key Players of Template-Based Generation
 Table 3. Key Players of Sequence-To-Sequence Generation
 Table 4. Global Retrieval-Augmented Generation Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030
 Table 5. Global Retrieval-Augmented Generation Market Size by Region (US$ Million): 2019 VS 2023 VS 2030
 Table 6. Global Retrieval-Augmented Generation Market Size by Region (2019-2024) & (US$ Million)
 Table 7. Global Retrieval-Augmented Generation Market Share by Region (2019-2024)
 Table 8. Global Retrieval-Augmented Generation Forecasted Market Size by Region (2025-2030) & (US$ Million)
 Table 9. Global Retrieval-Augmented Generation Market Share by Region (2025-2030)
 Table 10. Retrieval-Augmented Generation Market Trends
 Table 11. Retrieval-Augmented Generation Market Drivers
 Table 12. Retrieval-Augmented Generation Market Challenges
 Table 13. Retrieval-Augmented Generation Market Restraints
 Table 14. Global Retrieval-Augmented Generation Revenue by Players (2019-2024) & (US$ Million)
 Table 15. Global Retrieval-Augmented Generation Market Share by Players (2019-2024)
 Table 16. Global Top Retrieval-Augmented Generation Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Retrieval-Augmented Generation as of 2023)
 Table 17. Ranking of Global Top Retrieval-Augmented Generation Companies by Revenue (US$ Million) in 2023
 Table 18. Global 5 Largest Players Market Share by Retrieval-Augmented Generation Revenue (CR5 and HHI) & (2019-2024)
 Table 19. Global Key Players of Retrieval-Augmented Generation, Headquarters and Area Served
 Table 20. Global Key Players of Retrieval-Augmented Generation, Product and Application
 Table 21. Global Key Players of Retrieval-Augmented Generation, Date of Enter into This Industry
 Table 22. Mergers & Acquisitions, Expansion Plans
 Table 23. Global Retrieval-Augmented Generation Market Size by Type (2019-2024) & (US$ Million)
 Table 24. Global Retrieval-Augmented Generation Revenue Market Share by Type (2019-2024)
 Table 25. Global Retrieval-Augmented Generation Forecasted Market Size by Type (2025-2030) & (US$ Million)
 Table 26. Global Retrieval-Augmented Generation Revenue Market Share by Type (2025-2030)
 Table 27. Global Retrieval-Augmented Generation Market Size by Application (2019-2024) & (US$ Million)
 Table 28. Global Retrieval-Augmented Generation Revenue Market Share by Application (2019-2024)
 Table 29. Global Retrieval-Augmented Generation Forecasted Market Size by Application (2025-2030) & (US$ Million)
 Table 30. Global Retrieval-Augmented Generation Revenue Market Share by Application (2025-2030)
 Table 31. North America Retrieval-Augmented Generation Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 32. North America Retrieval-Augmented Generation Market Size by Country (2019-2024) & (US$ Million)
 Table 33. North America Retrieval-Augmented Generation Market Size by Country (2025-2030) & (US$ Million)
 Table 34. Europe Retrieval-Augmented Generation Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 35. Europe Retrieval-Augmented Generation Market Size by Country (2019-2024) & (US$ Million)
 Table 36. Europe Retrieval-Augmented Generation Market Size by Country (2025-2030) & (US$ Million)
 Table 37. Asia-Pacific Retrieval-Augmented Generation Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 38. Asia-Pacific Retrieval-Augmented Generation Market Size by Region (2019-2024) & (US$ Million)
 Table 39. Asia-Pacific Retrieval-Augmented Generation Market Size by Region (2025-2030) & (US$ Million)
 Table 40. Latin America Retrieval-Augmented Generation Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 41. Latin America Retrieval-Augmented Generation Market Size by Country (2019-2024) & (US$ Million)
 Table 42. Latin America Retrieval-Augmented Generation Market Size by Country (2025-2030) & (US$ Million)
 Table 43. Middle East & Africa Retrieval-Augmented Generation Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
 Table 44. Middle East & Africa Retrieval-Augmented Generation Market Size by Country (2019-2024) & (US$ Million)
 Table 45. Middle East & Africa Retrieval-Augmented Generation Market Size by Country (2025-2030) & (US$ Million)
 Table 46. Zilliz Company Details
 Table 47. Zilliz Business Overview
 Table 48. Zilliz Retrieval-Augmented Generation Product
 Table 49. Zilliz Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 50. Zilliz Recent Development
 Table 51. Elastic Company Details
 Table 52. Elastic Business Overview
 Table 53. Elastic Retrieval-Augmented Generation Product
 Table 54. Elastic Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 55. Elastic Recent Development
 Table 56. Google Cloud Company Details
 Table 57. Google Cloud Business Overview
 Table 58. Google Cloud Retrieval-Augmented Generation Product
 Table 59. Google Cloud Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 60. Google Cloud Recent Development
 Table 61. Amazon Bedrock Company Details
 Table 62. Amazon Bedrock Business Overview
 Table 63. Amazon Bedrock Retrieval-Augmented Generation Product
 Table 64. Amazon Bedrock Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 65. Amazon Bedrock Recent Development
 Table 66. Red Hat Company Details
 Table 67. Red Hat Business Overview
 Table 68. Red Hat Retrieval-Augmented Generation Product
 Table 69. Red Hat Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 70. Red Hat Recent Development
 Table 71. Higress Company Details
 Table 72. Higress Business Overview
 Table 73. Higress Retrieval-Augmented Generation Product
 Table 74. Higress Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 75. Higress Recent Development
 Table 76. IBM Company Details
 Table 77. IBM Business Overview
 Table 78. IBM Retrieval-Augmented Generation Product
 Table 79. IBM Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 80. IBM Recent Development
 Table 81. Glean Company Details
 Table 82. Glean Business Overview
 Table 83. Glean Retrieval-Augmented Generation Product
 Table 84. Glean Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 85. Glean Recent Development
 Table 86. Microsoft Company Details
 Table 87. Microsoft Business Overview
 Table 88. Microsoft Retrieval-Augmented Generation Product
 Table 89. Microsoft Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 90. Microsoft Recent Development
 Table 91. NVIDIA Company Details
 Table 92. NVIDIA Business Overview
 Table 93. NVIDIA Retrieval-Augmented Generation Product
 Table 94. NVIDIA Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 95. NVIDIA Recent Development
 Table 96. Oracle Company Details
 Table 97. Oracle Business Overview
 Table 98. Oracle Retrieval-Augmented Generation Product
 Table 99. Oracle Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 100. Oracle Recent Development
 Table 101. Pinecone Company Details
 Table 102. Pinecone Business Overview
 Table 103. Pinecone Retrieval-Augmented Generation Product
 Table 104. Pinecone Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 105. Pinecone Recent Development
 Table 106. Huawei Cloud Company Details
 Table 107. Huawei Cloud Business Overview
 Table 108. Huawei Cloud Retrieval-Augmented Generation Product
 Table 109. Huawei Cloud Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 110. Huawei Cloud Recent Development
 Table 111. Tencent Cloud Company Details
 Table 112. Tencent Cloud Business Overview
 Table 113. Tencent Cloud Retrieval-Augmented Generation Product
 Table 114. Tencent Cloud Revenue in Retrieval-Augmented Generation Business (2019-2024) & (US$ Million)
 Table 115. Tencent Cloud Recent Development
 Table 116. Research Programs/Design for This Report
 Table 117. Key Data Information from Secondary Sources
 Table 118. Key Data Information from Primary Sources
 Table 119. Authors List of This Report


List of Figures
 Figure 1. Retrieval-Augmented Generation Picture
 Figure 2. Global Retrieval-Augmented Generation Market Size Comparison by Type (2024-2030) & (US$ Million)
 Figure 3. Global Retrieval-Augmented Generation Market Share by Type: 2023 VS 2030
 Figure 4. Template-Based Generation Features
 Figure 5. Sequence-To-Sequence Generation Features
 Figure 6. Global Retrieval-Augmented Generation Market Size by Application (2024-2030) & (US$ Million)
 Figure 7. Global Retrieval-Augmented Generation Market Share by Application: 2023 VS 2030
 Figure 8. Natural Language Processing Case Studies
 Figure 9. Content Creation Case Studies
 Figure 10. Others Case Studies
 Figure 11. Retrieval-Augmented Generation Report Years Considered
 Figure 12. Global Retrieval-Augmented Generation Market Size (US$ Million), Year-over-Year: 2019-2030
 Figure 13. Global Retrieval-Augmented Generation Market Size, (US$ Million), 2019 VS 2023 VS 2030
 Figure 14. Global Retrieval-Augmented Generation Market Share by Region: 2023 VS 2030
 Figure 15. Global Retrieval-Augmented Generation Market Share by Players in 2023
 Figure 16. Global Top Retrieval-Augmented Generation Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Retrieval-Augmented Generation as of 2023)
 Figure 17. The Top 10 and 5 Players Market Share by Retrieval-Augmented Generation Revenue in 2023
 Figure 18. North America Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 19. North America Retrieval-Augmented Generation Market Share by Country (2019-2030)
 Figure 20. United States Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 21. Canada Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 22. Europe Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 23. Europe Retrieval-Augmented Generation Market Share by Country (2019-2030)
 Figure 24. Germany Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 25. France Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 26. U.K. Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 27. Italy Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 28. Russia Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 29. Nordic Countries Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 30. Asia-Pacific Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 31. Asia-Pacific Retrieval-Augmented Generation Market Share by Region (2019-2030)
 Figure 32. China Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 33. Japan Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 34. South Korea Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 35. Southeast Asia Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 36. India Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 37. Australia Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 38. Latin America Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 39. Latin America Retrieval-Augmented Generation Market Share by Country (2019-2030)
 Figure 40. Mexico Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 41. Brazil Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 42. Middle East & Africa Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 43. Middle East & Africa Retrieval-Augmented Generation Market Share by Country (2019-2030)
 Figure 44. Turkey Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 45. Saudi Arabia Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 46. UAE Retrieval-Augmented Generation Market Size YoY Growth (2019-2030) & (US$ Million)
 Figure 47. Zilliz Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 48. Elastic Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 49. Google Cloud Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 50. Amazon Bedrock Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 51. Red Hat Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 52. Higress Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 53. IBM Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 54. Glean Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 55. Microsoft Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 56. NVIDIA Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 57. Oracle Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 58. Pinecone Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 59. Huawei Cloud Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 60. Tencent Cloud Revenue Growth Rate in Retrieval-Augmented Generation Business (2019-2024)
 Figure 61. Bottom-up and Top-down Approaches for This Report
 Figure 62. Data Triangulation
 Figure 63. Key Executives Interviewed
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