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AIGC

232 articles · Page 2 of 3
Alibaba Cloud Native
Alibaba Cloud Native
Jul 22, 2024 · Artificial Intelligence

How AIGC Is Revolutionizing Software Development and Boosting R&D Efficiency

This presentation explores how large‑model AIGC reshapes software engineering by leveling developer skills, reducing collaboration overhead, cutting costs, and introducing new human‑AI collaboration modes—from Copilot to multi‑agent facilitators—while detailing practical challenges, technical solutions, and future prospects.

AI AgentsAIGCcode generation
0 likes · 25 min read
How AIGC Is Revolutionizing Software Development and Boosting R&D Efficiency
JD Retail Technology
JD Retail Technology
Jul 17, 2024 · Frontend Development

From Junior to Front‑End Expert: My Growth Journey and Technical Innovations at JD Advertising

This article recounts the author’s progression from a fresh graduate to a front‑end technology specialist at JD, detailing three growth phases—exploration, steady advancement, and breakthrough contributions—while sharing practical advice, project experiences, and insights on AIGC, code quality, and team leadership.

AIGCFront-endcareer growth
0 likes · 17 min read
From Junior to Front‑End Expert: My Growth Journey and Technical Innovations at JD Advertising
Architects' Tech Alliance
Architects' Tech Alliance
Jul 10, 2024 · Industry Insights

Why AI Large Models Are Driving the Next Industrial Revolution

The article analyzes the rapid evolution of AI large models—from their role in advancing AGI through massive pre‑training and fine‑tuning, to current market dynamics led by GPT and domestic Chinese players, and finally to future multimodal applications, content‑factory capabilities, and emerging AIGC revenue models projected to reach trillion‑yuan scales by 2030.

AIAIGCGPT
0 likes · 7 min read
Why AI Large Models Are Driving the Next Industrial Revolution
Mashang Consumer UXC
Mashang Consumer UXC
Jul 5, 2024 · Artificial Intelligence

How AIGC is Transforming Design: Tools, Practices, and Real-World Cases

This article explores how AI‑generated content (AIGC) tools like Midjourney and Stable Diffusion are reshaping visual design workflows, enabling faster ideation, customized assets, and brand‑centric applications while highlighting practical strategies and future outlooks for designers.

AI toolsAIGCMidjourney
0 likes · 7 min read
How AIGC is Transforming Design: Tools, Practices, and Real-World Cases
DataFunSummit
DataFunSummit
Jun 27, 2024 · Artificial Intelligence

Advances in Code Large Models: AIGC Impact on Software Development and Future Multi‑Agent Tools

This article explores how code large models and AIGC are transforming software development, covering their impact on developer skills, collaboration, cost control, the evolution of Copilot and Agent modes, multi‑agent architectures, retrieval‑augmented generation, and future directions for intelligent development tools.

AIGCCopilotcode generation
0 likes · 23 min read
Advances in Code Large Models: AIGC Impact on Software Development and Future Multi‑Agent Tools
DataFunSummit
DataFunSummit
Jun 25, 2024 · Artificial Intelligence

Soul’s AIGC Practices and Explorations: From Industry Trends to Product Integration

This article reviews recent AIGC developments, outlines Soul’s multi‑year experiments with virtual humans, visual generation, large language models, audio synthesis, and product integration, and discusses the strategic balance between using external AI services and building proprietary capabilities.

AIGCProduct IntegrationVirtual Humans
0 likes · 19 min read
Soul’s AIGC Practices and Explorations: From Industry Trends to Product Integration
58UXD
58UXD
Jun 22, 2024 · Artificial Intelligence

Boost User Research Efficiency with ChatGPT: Practical AIGC Strategies

This article explores how AI-generated content (AIGC) tools like ChatGPT can streamline user research workflows—from drafting study plans and designing questionnaires to basic data analysis and report generation—while highlighting their limitations and best‑practice prompting techniques.

AIGCChatGPTQuestionnaire Design
0 likes · 8 min read
Boost User Research Efficiency with ChatGPT: Practical AIGC Strategies
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 20, 2024 · Artificial Intelligence

Build Your Own AI Image Editing Assistant with Alibaba Cloud PAI‑DSW

This guide walks you through using Alibaba Cloud's PAI‑DSW and the Free Prompt Editing algorithm to set up a personal AI‑generated content (AIGC) drawing assistant, covering environment setup, instance creation, WebUI parameter tuning, example edits, resource cleanup, and how to share your creations for rewards.

AIGCAlibaba CloudPAI-DSW
0 likes · 6 min read
Build Your Own AI Image Editing Assistant with Alibaba Cloud PAI‑DSW
AntTech
AntTech
Jun 6, 2024 · Information Security

AIGC Era Trends in Next‑Generation Identity Recognition: DeepFake Risks, AIGC as a New Production Force, and Cross‑Terminal Interaction

The talk at the 18th Security Identification Technology Expo and Summit outlines three emerging trends for identity verification in the AIGC era: the surge of deep‑fake attacks, the use of generative AI as a new data‑production engine, and the shift toward cross‑device, agent‑based authentication paradigms.

AIGCBiometricsdeepfake
0 likes · 10 min read
AIGC Era Trends in Next‑Generation Identity Recognition: DeepFake Risks, AIGC as a New Production Force, and Cross‑Terminal Interaction
Aikesheng Open Source Community
Aikesheng Open Source Community
Jun 6, 2024 · Artificial Intelligence

Mastering ChatGPT Prompts and AI Assistant Techniques for Workplace Productivity

This article explores the rapid rise of ChatGPT, explains how to craft effective prompts using a role‑background‑task‑output formula, demonstrates its applications in writing, style transformation, and various professional scenarios, and introduces a new book and community giveaway related to AI assistants.

AI productivityAIGCArtificial Intelligence
0 likes · 10 min read
Mastering ChatGPT Prompts and AI Assistant Techniques for Workplace Productivity
DaTaobao Tech
DaTaobao Tech
Jun 5, 2024 · Artificial Intelligence

Automated Quality Assessment for AIGC Image Generation: Recent Research Advances

The article reviews recent automated quality assessment advances for AIGC image generation, including an aesthetic scoring framework with the APDD dataset and AANSPS network, a human‑preference benchmark (HPD v2 and HPS v2) that outperforms IS/FID, and the Pick‑Score model trained on user‑driven Pick‑a‑Pic data, all enabling faster, unbiased evaluation, cost savings, and more effective model iteration, with ongoing work in home‑improvement AI.

AIGCHuman Preferenceaesthetic evaluation
0 likes · 15 min read
Automated Quality Assessment for AIGC Image Generation: Recent Research Advances
DaTaobao Tech
DaTaobao Tech
Jun 3, 2024 · Artificial Intelligence

Transforming Interior Design: AIGC’s Text‑to‑Image, Lora, and IP‑Adapter Techniques

This article explains how AI‑generated content (AIGC) technologies such as text‑to‑image diffusion models, Lora fine‑tuning, and IP‑Adapter style transfer are applied to interior design, dramatically reducing design time, cutting costs, and enabling personalized, high‑quality visualizations for both consumers and furniture merchants.

AIGCIP-AdapterLoRA
0 likes · 9 min read
Transforming Interior Design: AIGC’s Text‑to‑Image, Lora, and IP‑Adapter Techniques
Zhixing ZXD Design Center
Zhixing ZXD Design Center
May 28, 2024 · Artificial Intelligence

How AIGC Is Revolutionizing Visual Design: Insights from the ZXD Team

This report examines the rapid rise of AI‑generated content (AIGC) in visual design since early 2023, detailing tool adoption, usage patterns across design roles, practical applications, case studies, knowledge accumulation, and the challenges and future outlook for integrating AI into design workflows.

AI toolsAIGCCase Studies
0 likes · 8 min read
How AIGC Is Revolutionizing Visual Design: Insights from the ZXD Team
NewBeeNLP
NewBeeNLP
May 21, 2024 · Industry Insights

How EcomXL Supercharges E‑commerce Image Generation with SDXL Optimizations and 3‑Second Inference

This article details how Alibaba's Wanxiang Lab adapted the SDXL diffusion model for large‑scale e‑commerce image generation, introducing the EcomXL series, a weighted‑distillation fine‑tuning method, hierarchical model fusion, specialized ControlNet variants, and the SLAM inference accelerator to achieve high‑quality, controllable product images within three seconds while boosting business metrics.

AIGCControlNetEcomXL
0 likes · 14 min read
How EcomXL Supercharges E‑commerce Image Generation with SDXL Optimizations and 3‑Second Inference
DataFunTalk
DataFunTalk
May 20, 2024 · Artificial Intelligence

Deploying OPPO Multi‑Modal Pretrained Models in Edge‑Cloud Scenarios: Techniques and Optimizations

This article presents OPPO's practical research on deploying multi‑modal pre‑training models across mobile devices and cloud, covering edge image‑text retrieval, text‑image generation and understanding optimizations, and lightweight diffusion model techniques, with detailed algorithmic improvements, performance results, and real‑world application cases.

AIGCEdge AIMultimodal
0 likes · 18 min read
Deploying OPPO Multi‑Modal Pretrained Models in Edge‑Cloud Scenarios: Techniques and Optimizations
Alimama Tech
Alimama Tech
May 15, 2024 · Artificial Intelligence

EcomXL: Optimizing SDXL for Large‑Scale E‑commerce Image Generation

EcomXL enhances SDXL for large‑scale e‑commerce image generation by leveraging tens of millions of curated images, a two‑stage fine‑tuning with denoising‑weighted distillation and layer‑wise fusion, specialized ControlNets for inpainting and soft‑edge consistency, and the SLAM inference accelerator to achieve sub‑second generation while boosting visual quality and adoption metrics.

AIGCControlNetEcomXL
0 likes · 15 min read
EcomXL: Optimizing SDXL for Large‑Scale E‑commerce Image Generation
JD Tech
JD Tech
May 10, 2024 · Artificial Intelligence

Exploring AIGC Applications in JD Insurance UED Team

This article outlines the JD Insurance UED team's recent explorations and achievements in leveraging AIGC technology to transform creative design workflows, highlighting key insights, visual examples, and recommended readings to inspire broader adoption of AI‑generated content tools across the industry.

AIGCDesignJD.com
0 likes · 3 min read
Exploring AIGC Applications in JD Insurance UED Team
DataFunSummit
DataFunSummit
May 6, 2024 · Artificial Intelligence

Advances, Model Types, and Open Challenges of AI‑Generated Content (AIGC) with XiaoBu’s Image Generation Progress

This article reviews the definition, key metrics, and major model families of AI‑generated content, details XiaoBu’s recent breakthroughs in image generation, and discusses open research problems such as evaluation gaps, transformer limitations, and the need for richer multimodal intelligence representations.

AIGCGaNGenerative Models
0 likes · 14 min read
Advances, Model Types, and Open Challenges of AI‑Generated Content (AIGC) with XiaoBu’s Image Generation Progress
Architects' Tech Alliance
Architects' Tech Alliance
May 5, 2024 · Artificial Intelligence

Why InfiniBand Is the Secret Weapon for AIGC Training Performance

The article examines how InfiniBand’s specialized features—collective communication, in‑network computing, adaptive routing, congestion control, cut‑through forwarding, shallow buffering, and self‑healing—are optimized for large‑scale AI‑generated content (AIGC) training, delivering higher bandwidth, lower latency, and greater fault tolerance than Ethernet alternatives.

AIGCAdaptive routingInfiniBand
0 likes · 10 min read
Why InfiniBand Is the Secret Weapon for AIGC Training Performance
DataFunSummit
DataFunSummit
Apr 24, 2024 · Artificial Intelligence

Multimodal Content Understanding in Baidu Commercial Systems: The ViCAN Model and Its Applications

This article presents Baidu's exploration of multimodal content understanding for commercial advertising, detailing the ViCAN pre‑training model, its contrastive and mask‑language learning tasks, integration across recall, ranking and risk‑control pipelines, quantization with MMDict, and future AIGC‑driven generation, all backed by extensive experiments and Q&A.

AIAIGCAdvertising
0 likes · 27 min read
Multimodal Content Understanding in Baidu Commercial Systems: The ViCAN Model and Its Applications
58UXD
58UXD
Apr 23, 2024 · Artificial Intelligence

AIGC in Action: Transforming Auto Show Design with AI

This article explores how AIGC can streamline the design of high‑impact visual assets for large‑scale events, detailing a real‑world case study of the Guangzhou International Auto Show main key visual, from keyword extraction and mood‑board collection to AI‑assisted concept generation, rendering, and final compositing.

AIAIGCmarketing
0 likes · 4 min read
AIGC in Action: Transforming Auto Show Design with AI
DevOps
DevOps
Apr 18, 2024 · Artificial Intelligence

Expert Round‑Table on AIGC: Technology vs. Market Beliefs, Domestic Model Challenges, and Enterprise Deployment in China

The article presents a 2024 AIGC round‑table where Chinese experts discuss whether to follow a technology‑first or market‑first approach, the challenges of compute, algorithms and data, domestic versus foreign large‑model strategies, multi‑model deployment in enterprises, and criteria for evaluating successful AIGC applications.

AI DeploymentAIGCChina AI
0 likes · 14 min read
Expert Round‑Table on AIGC: Technology vs. Market Beliefs, Domestic Model Challenges, and Enterprise Deployment in China
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Apr 18, 2024 · Artificial Intelligence

China AIGC Application Panorama Report: Market Size, Trends, and Opportunities

The report released at the China AIGC Industry Summit outlines a rapidly expanding AIGC market projected to reach 200 billion RMB in 2024 and a trillion‑scale by 2030, highlighting dominant AI‑native applications, multimodal growth, investment concentration on leading players, and distinct B‑end and C‑end business models.

AIGCArtificial IntelligenceChina
0 likes · 10 min read
China AIGC Application Panorama Report: Market Size, Trends, and Opportunities
vivo Internet Technology
vivo Internet Technology
Apr 17, 2024 · Artificial Intelligence

AIGC Innovation Competition: Advancing AI Applications and Content Creation

The inaugural AIGC Innovation Competition, co‑organized by vivo, Nankai University and the China Computer Education Association, invites college students nationwide to showcase generative‑AI applications that transform learning, work and daily life, highlighting AIGC’s shift from AI 1.0 to 2.0 and its cross‑domain potential.

AI applicationsAIGCBlue Heart Model
0 likes · 2 min read
AIGC Innovation Competition: Advancing AI Applications and Content Creation
58UXD
58UXD
Apr 2, 2024 · Frontend Development

What Drives a Successful Design System? Insights from 58UXD’s Lead Designers

In a series of in‑depth interviews, four senior designers from 58UXD share why they built a design‑system handbook, its value for consistency and innovation, challenges of integrating AIGC, strategies for usability, visual standards, engineering practices, and future plans for continuous iteration.

AIGCComponent LibraryUX design
0 likes · 14 min read
What Drives a Successful Design System? Insights from 58UXD’s Lead Designers
DaTaobao Tech
DaTaobao Tech
Mar 25, 2024 · Artificial Intelligence

Survey of AIGC Video Generation Algorithms

Since 2023, AI‑generated video research has expanded across six algorithmic categories—text‑to‑video, image‑to‑video, editing, style transfer, human motion, and long‑video generation—highlighting works such as CogVideo, Imagen Video, MagicVideo, ControlVideo, DCTNet, NUWA‑XL and OpenAI’s Sora, while analysis shows short‑clip diffusion models excel, editing remains costly, style transfer is efficient, and truly long, temporally consistent videos remain an open challenge.

AIAIGCdiffusion models
0 likes · 13 min read
Survey of AIGC Video Generation Algorithms
DataFunTalk
DataFunTalk
Mar 18, 2024 · Artificial Intelligence

High-Fidelity Image-to-Video Generation for E‑commerce Product Motion with AtomoVideo and Noise Rectification

This article presents Alibaba's research on using diffusion‑based AIGC techniques, including a training‑free Noise Rectification module and the AtomoVideo model, to automatically convert static product images into high‑quality, detail‑preserving video motions for e‑commerce advertising.

AIGCAtomoVideoNoise Rectification
0 likes · 15 min read
High-Fidelity Image-to-Video Generation for E‑commerce Product Motion with AtomoVideo and Noise Rectification
Alimama Tech
Alimama Tech
Mar 14, 2024 · Artificial Intelligence

High-Fidelity Image-to-Video Generation for E-commerce with AtomoVideo and Noise Rectification

Alibaba’s AI team introduced AtomoVideo, a diffusion‑based image‑to‑video generator enhanced by a training‑free Noise Rectification module that adds and corrects controlled noise to eliminate first‑frame errors, enabling merchants to automatically create high‑fidelity 4‑second 720p product videos with strong temporal consistency for e‑commerce advertising.

AIAIGCdiffusion model
0 likes · 10 min read
High-Fidelity Image-to-Video Generation for E-commerce with AtomoVideo and Noise Rectification
Baidu Geek Talk
Baidu Geek Talk
Mar 11, 2024 · Artificial Intelligence

How Baidu’s Comate AI Coding Assistant Is Transforming Software Development

The article examines the evolution of AIGC, outlines Baidu’s Comate AI coding assistant, analyzes its underlying technologies and internal adoption, and explores how AI-driven code generation can boost developer efficiency across front‑end, back‑end, and multi‑language projects.

AI codingAIGCBaidu Comate
0 likes · 12 min read
How Baidu’s Comate AI Coding Assistant Is Transforming Software Development
DaTaobao Tech
DaTaobao Tech
Mar 6, 2024 · Artificial Intelligence

AI Clothing Graffiti Project: Implementation and Optimization of AIGC Technology in Taobao Life 2

The AI Clothing Graffiti Project in Taobao Life 2 leverages Stable Diffusion, ControlNet, and LoRA to let users generate and stylize clothing designs via text‑image prompts, employing parallel processing, face repair, and content filtering, and has launched successfully, inviting algorithm engineers to join the team.

AIAIGCControlNet
0 likes · 14 min read
AI Clothing Graffiti Project: Implementation and Optimization of AIGC Technology in Taobao Life 2
NewBeeNLP
NewBeeNLP
Feb 27, 2024 · Artificial Intelligence

Boosting E‑Commerce AIGC with Knowledge Graphs: From Multimodal Inputs to Controlled LLMs

The article details how JD.com leverages domain‑specific and generic knowledge graphs to enhance multimodal product information, improve controlled text generation, and boost LLM performance for e‑commerce copywriting, covering model architecture, copy‑only mechanisms, token‑type encoding, experimental results, and practical deployment scenarios.

AIGCLLMMultimodal
0 likes · 23 min read
Boosting E‑Commerce AIGC with Knowledge Graphs: From Multimodal Inputs to Controlled LLMs
DataFunSummit
DataFunSummit
Feb 21, 2024 · Artificial Intelligence

Applying Knowledge Graphs to E‑commerce AIGC: From Domain to General KG and Large Language Models

This article presents a comprehensive overview of how knowledge graphs are integrated into e‑commerce AIGC pipelines, covering domain‑specific and generic KG‑driven text generation, model architecture, controllable generation techniques, experimental results, and future directions for large language models in commercial settings.

AIAIGCControlled Generation
0 likes · 23 min read
Applying Knowledge Graphs to E‑commerce AIGC: From Domain to General KG and Large Language Models
DaTaobao Tech
DaTaobao Tech
Feb 19, 2024 · Artificial Intelligence

AI/ML Technology Articles Collection

This collection compiles technical articles that explore diverse AI/ML applications, from deploying large language models on MacBooks and building e‑commerce recommendation engines, to leveraging the LangChain framework, creating AIGC‑driven fashion solutions, and implementing Stable Diffusion for image generation.

AIAIGCLLM
0 likes · 1 min read
AI/ML Technology Articles Collection
DataFunSummit
DataFunSummit
Feb 8, 2024 · Artificial Intelligence

Tencent Music Tianqin Lab's Applications and Practices of Audio Quality AIGC

The article details Tencent Music's Tianqin Lab research on audio quality AIGC, covering background upgrades, music separation techniques, real‑time super‑resolution, the industry‑first premium master‑track technology, and a Q&A on vocal separation, illustrating practical AI-driven audio enhancements.

AIGCMasteringMusic Separation
0 likes · 7 min read
Tencent Music Tianqin Lab's Applications and Practices of Audio Quality AIGC
ITPUB
ITPUB
Feb 2, 2024 · Artificial Intelligence

Why Databricks’ Aggressive AIGC Acquisitions Signal a New Era for Data Intelligence

Databricks has accelerated its generative AI ambitions by acquiring AI startup Einblick, adding to a series of strategic purchases that expand its data governance, model training, and data ingestion capabilities, while launching a new Data Intelligence Platform that merges Lakehouse technology with AI-driven analytics.

AI acquisitionsAIGCDatabricks
0 likes · 9 min read
Why Databricks’ Aggressive AIGC Acquisitions Signal a New Era for Data Intelligence
DaTaobao Tech
DaTaobao Tech
Jan 26, 2024 · Artificial Intelligence

Reference Object Guided AI Image Generation: Advances, Methods, and Home Furnishing Applications

The article surveys recent advances in reference‑object‑guided AI image generation, detailing diffusion‑based models such as Dreambooth and Blip‑diffusion, evaluating their trade‑offs, and demonstrating how combining these techniques with 3D reconstruction can realistically insert catalog furniture into users’ rooms, despite viewpoint and depth challenges.

AI image generationAIGCBlip-diffusion
0 likes · 9 min read
Reference Object Guided AI Image Generation: Advances, Methods, and Home Furnishing Applications
JD Tech
JD Tech
Jan 24, 2024 · Artificial Intelligence

JD Retail Technology 2023 Highlights: AI‑Driven Supply Chain, Large Language Models, Edge AI, Data Security, and 3D Modeling Innovations

In 2023 JD Retail’s technology team delivered a suite of AI‑powered innovations—including end‑to‑end inventory management, explainable AI for supply chain, privacy‑preserving advertising models, a ReAct‑SFT‑RAG large language model framework, edge AI inference, secure data‑safe‑house infrastructure, and high‑quality 3D modeling pipelines—demonstrating broad academic and industrial impact across multiple domains.

3D modelingAIGCArtificial Intelligence
0 likes · 19 min read
JD Retail Technology 2023 Highlights: AI‑Driven Supply Chain, Large Language Models, Edge AI, Data Security, and 3D Modeling Innovations
DataFunTalk
DataFunTalk
Jan 16, 2024 · Artificial Intelligence

Applying Knowledge Graphs to E‑commerce AIGC: From Domain‑Specific to General Knowledge Graphs and LLM Integration

This article presents a comprehensive overview of how knowledge graphs are leveraged in e‑commerce AIGC pipelines, detailing domain‑specific and general graph‑based text generation, model architecture, controllable generation techniques, experimental results, and future directions for large language model integration.

AIGCDomain Adaptatione-commerce
0 likes · 22 min read
Applying Knowledge Graphs to E‑commerce AIGC: From Domain‑Specific to General Knowledge Graphs and LLM Integration
DataFunSummit
DataFunSummit
Jan 10, 2024 · Artificial Intelligence

Baidu Commercial Multimodal Understanding and AIGC Innovation Practices

This article presents Baidu's commercial multimodal understanding and AIGC innovations, detailing rich‑media multimodal perception, a unified large‑scale representation framework, scenario‑specific fine‑tuning, and practical applications such as marketing copy, digital‑human video, and poster generation.

AIGCAdvertisingBaidu
0 likes · 12 min read
Baidu Commercial Multimodal Understanding and AIGC Innovation Practices
Yum! Tech Team
Yum! Tech Team
Jan 8, 2024 · Artificial Intelligence

Using AIGC to Generate UML Diagrams: A Practical Exploration

This article explores how large language models like ChatGPT can be leveraged to transform natural‑language requirements into UML diagrams using PlantUML, demonstrating the workflow, prompt engineering, iterative training, and the resulting efficiency gains for developers.

AI-driven ModelingAIGCChatGPT
0 likes · 4 min read
Using AIGC to Generate UML Diagrams: A Practical Exploration
NetEase Smart Enterprise Tech+
NetEase Smart Enterprise Tech+
Jan 4, 2024 · Artificial Intelligence

How to Strengthen AIGC Content Safety with Multimodal Data and Model Upgrades

The article examines the security challenges introduced by large‑model AIGC, outlines three technical upgrade paths—richer training data, few‑shot model fine‑tuning, and multimodal fusion—and demonstrates practical implementations that dramatically improve detection efficiency, accuracy, and scalability.

AI securityAIGCData Augmentation
0 likes · 24 min read
How to Strengthen AIGC Content Safety with Multimodal Data and Model Upgrades
DaTaobao Tech
DaTaobao Tech
Jan 3, 2024 · Artificial Intelligence

AIGC: The Dawn of AI-Generated Content

AIGC, or AI‑generated content, spans text, image, audio and video creation, evolving from early experiments to rapid growth marked by breakthroughs like ChatGPT and GPT‑3/4, with large models providing the technical foundation, while addressing technical hurdles, ethical concerns, and future application trends worldwide.

AI developmentAIGCBig Models
0 likes · 20 min read
AIGC: The Dawn of AI-Generated Content
Baidu MEUX
Baidu MEUX
Dec 20, 2023 · Artificial Intelligence

How AI‑Driven Design Projects Empower University Students in an 8‑Week MEUX Collaboration

In September 2023 Baidu's Mobile Ecosystem User Experience team partnered with Beijing University of Science and Technology for an eight‑week "AIGC and Application Design" course, guiding over a hundred industrial‑design students through AI‑enhanced prototype projects that culminated in dozens of practical, award‑winning solutions.

AIAIGCEducation
0 likes · 12 min read
How AI‑Driven Design Projects Empower University Students in an 8‑Week MEUX Collaboration
Alibaba Cloud Native
Alibaba Cloud Native
Dec 8, 2023 · Cloud Native

How Fluid’s Cloud‑Native Caching Supercharges AIGC Model Inference

The article examines the cost, performance, and efficiency challenges of large‑model inference, explains why Kubernetes is becoming the standard platform for AI workloads, and details how the Fluid project provides cloud‑native caching, elastic scaling, and automation to dramatically reduce startup latency and operating expenses.

AIAIGCCaching
0 likes · 17 min read
How Fluid’s Cloud‑Native Caching Supercharges AIGC Model Inference
HomeTech
HomeTech
Dec 6, 2023 · Artificial Intelligence

Metaverse-Based Virtual Humans: Technologies and Applications in Intelligent Q&A

This article explores the concept of the metaverse and virtual humans, detailing 3D modeling techniques, NLP-driven language understanding, streaming TTS, VR/AR interaction, AIGC content generation, and the deployment of a large‑model intelligent Q&A system with real‑time facial expression synthesis for virtual anchors.

3D modelingAIGCArtificial Intelligence
0 likes · 8 min read
Metaverse-Based Virtual Humans: Technologies and Applications in Intelligent Q&A
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 5, 2023 · Artificial Intelligence

How AIGC Advances Boost Image Quality: Lessons from Alibaba’s Cyber Project

Since July, the author has been developing AIGC projects and observed dramatic image quality improvements driven by rapid advances in large models, open‑source plugins, and deeper understanding of generation pipelines and parameters, prompting a comprehensive summary of the Cyber project’s solutions, industry landscape, and front‑end responsibilities.

AI-generated imagesAIGCArtificial Intelligence
0 likes · 8 min read
How AIGC Advances Boost Image Quality: Lessons from Alibaba’s Cyber Project
DaTaobao Tech
DaTaobao Tech
Dec 4, 2023 · Artificial Intelligence

AIGC Poster Generation Project: Methods and Optimizations

The AIGC Poster Generation Project employs Stable Diffusion enhanced with VAE, ControlNet, LoRA and other extensions to create product posters in four visual styles, exploring outpainting, inpainting, reference‑based diffusion and DreamBooth prototypes, and optimizes detail preservation, super‑resolution text, and masking to achieve over 90% detail fidelity, 95% success rate, and 3–5 second inference per image.

AIGCControlNetStable Diffusion
0 likes · 7 min read
AIGC Poster Generation Project: Methods and Optimizations
Qunhe Technology User Experience Design
Qunhe Technology User Experience Design
Dec 4, 2023 · Artificial Intelligence

How AI is Transforming Creative Design: Real‑World Cases & Workflow Insights

This article examines how AI tools are reshaping creative design teams by boosting efficiency, outlines feasible application areas through quadrant analysis, and presents four detailed case studies that compare traditional and AI‑augmented workflows, highlighting productivity gains and practical considerations.

AIAIGCCreative Design
0 likes · 7 min read
How AI is Transforming Creative Design: Real‑World Cases & Workflow Insights
ZhongAn Tech Team
ZhongAn Tech Team
Dec 1, 2023 · Artificial Intelligence

The Era of Technological Industry Integration is Here

The 2023 AIGC Year-End Summit highlighted the integration of AI in the insurance industry, with Alibaba's CTO announcing the open-source release of their AI code assistant tool DevPilot to foster industry collaboration.

AI in InsuranceAIGCAlibaba
0 likes · 4 min read
The Era of Technological Industry Integration is Here
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 1, 2023 · Artificial Intelligence

How We Built an AI‑Generated Children’s Picture Book in One Week

This article details a step‑by‑step case study of creating, illustrating, bilingualizing, and publishing a children’s picture book using ChatGPT, Midjourney, Photoshop, New Bing, and Kindle Create, highlighting workflow, prompt engineering, and practical publishing challenges.

AIGCAI‑generatedChatGPT
0 likes · 10 min read
How We Built an AI‑Generated Children’s Picture Book in One Week
DataFunSummit
DataFunSummit
Nov 29, 2023 · Artificial Intelligence

AIGC and Causal Inference: Mutual Empowerment and Applications with YLearn

This article explores how generative AI (AIGC) can be used to synthesize structured data, how synthetic data supports causal inference, and how agent‑based modeling and the YLearn framework together enable advanced causal discovery, effect estimation, and scenario simulation for enterprise AI applications.

AIGCAgent-based ModelingArtificial Intelligence
0 likes · 16 min read
AIGC and Causal Inference: Mutual Empowerment and Applications with YLearn
DaTaobao Tech
DaTaobao Tech
Nov 22, 2023 · Artificial Intelligence

AI Integration in E-commerce: Taobao's Double 11 Experience

Taobao’s Double 11 showcased AI assistants that deliver personalized recommendations, virtual try‑ons, and product comparisons while empowering merchants with AI‑generated content and large‑language‑model tools, illustrating how retrieval‑augmented generation and LoRA address scaling challenges and model hallucinations to create a seamless, data‑driven shopping experience.

AIAIGCDouble 11
0 likes · 11 min read
AI Integration in E-commerce: Taobao's Double 11 Experience
DaTaobao Tech
DaTaobao Tech
Nov 20, 2023 · Product Management

AIGC-Driven AI Buyer Show: Design, Technical Solutions, and Model Comparison

The article details Taobao's AI buyer show “淘淘秀,” describing its AIGC‑driven design, technical pipeline—including image generation, avatar synthesis, background replacement—and compares models such as Midjourney, Stable Diffusion, and Roop, while outlining usage flow, challenges, solutions, and future expansion plans.

AI buyer showAIGCmodel comparison
0 likes · 10 min read
AIGC-Driven AI Buyer Show: Design, Technical Solutions, and Model Comparison
NetEase Cloud Music Tech Team
NetEase Cloud Music Tech Team
Nov 14, 2023 · Artificial Intelligence

Fin2.0 AI‑Powered Design Assistant: Text‑to‑Image Generation, Prompt Engineering, and Practical Case Study

Fin2.0, NetEase Cloud Music’s AI‑driven design assistant, combines text‑to‑image, text‑to‑icon and text‑to‑copy generation with an internal Stable Diffusion engine and streamlined prompt templates, enabling non‑designers like a colleague to create high‑quality promotional banners in hours while avoiding external costs and data‑security risks.

AI-generated imagesAIGCFin2.0
0 likes · 17 min read
Fin2.0 AI‑Powered Design Assistant: Text‑to‑Image Generation, Prompt Engineering, and Practical Case Study
Baidu Geek Talk
Baidu Geek Talk
Nov 7, 2023 · Artificial Intelligence

Interview on AI Image Generation (Text-to-Image) Technology and Baidu Search Applications

In a recent InfoQ Geek Talk, Baidu Search chief architect Tianbao discussed the rapid evolution of AI text‑to‑image technology—highlighting Chinese‑language data preparation, prompt‑engineering challenges, evaluation methods combining human feedback and metrics, and future video‑generation prospects—while announcing openings for visual algorithm engineers.

AI image generationAIGCBaidu
0 likes · 24 min read
Interview on AI Image Generation (Text-to-Image) Technology and Baidu Search Applications
DataFunSummit
DataFunSummit
Nov 4, 2023 · Artificial Intelligence

AIGC Generation Models and Diffusion‑Based Planning for Embodied AI

This article explores powerful AIGC generation models and large language models like ChatGPT, detailing how diffusion models can be applied to robotic planning, introducing AdaptDiffuser, self‑evolving data generation, and embodied AI challenges, while summarizing recent research and practical implementations.

AIGCAdaptDiffuserEmbodied AI
0 likes · 20 min read
AIGC Generation Models and Diffusion‑Based Planning for Embodied AI
DataFunSummit
DataFunSummit
Nov 1, 2023 · Artificial Intelligence

DataFunCon2023 Shenzhen: Program Overview and Session Highlights

DataFunCon2023 Shenzhen showcases a comprehensive program featuring expert talks on building Data+LLM applications, large-scale storage, cloud‑native architectures, metric systems, data governance, AB testing, and industry‑specific large language model use cases across finance, gaming, advertising, and more, providing valuable insights for practitioners and researchers alike.

AIGCArtificial IntelligenceLLM
0 likes · 50 min read
DataFunCon2023 Shenzhen: Program Overview and Session Highlights
DataFunTalk
DataFunTalk
Oct 31, 2023 · Artificial Intelligence

Intelligent Growth Algorithms and Applications in the Smartphone Industry – OPPO Andes Smart Cloud

This article presents OPPO Andes Smart Cloud's intelligent growth algorithm framework for the smartphone sector, detailing industry background, data and model architecture, four real-world application cases—including AIGC content generation, multimodal recommendation, causal inference, and precise advertising—and summarizing key insights from a technical Q&A session.

AIGCAdvertising OptimizationCausal Inference
0 likes · 22 min read
Intelligent Growth Algorithms and Applications in the Smartphone Industry – OPPO Andes Smart Cloud
JD.com Experience Design Center
JD.com Experience Design Center
Oct 13, 2023 · Artificial Intelligence

How AI-Generated Images Revolutionized City Coupon Design: A Real-World Case Study

This article examines how a team leveraged AI image‑generation tools like Midjourney and Stable Diffusion to streamline the creation of visual assets for city consumption coupons, addressing high‑frequency campaigns, inconsistent styles, and tight deadlines while improving efficiency and user experience.

AI-generated contentAIGCArtificial Intelligence
0 likes · 5 min read
How AI-Generated Images Revolutionized City Coupon Design: A Real-World Case Study
AntTech
AntTech
Sep 27, 2023 · Artificial Intelligence

DiffUTE: A Universal Multilingual Text Editing Diffusion Model for High-Fidelity Image Text Manipulation

The article presents DiffUTE, an end‑to‑end self‑supervised multilingual text‑editing diffusion model that leverages fine‑grained position and glyph guidance together with large language model control to achieve high‑quality, high‑fidelity text modifications in images, and demonstrates its effectiveness through extensive experiments and real‑world deployments at Ant Group.

AIAIGCText Editing
0 likes · 8 min read
DiffUTE: A Universal Multilingual Text Editing Diffusion Model for High-Fidelity Image Text Manipulation
DaTaobao Tech
DaTaobao Tech
Sep 27, 2023 · Artificial Intelligence

FlashAttention-2: Efficient Attention Algorithm for Transformer Acceleration and AIGC Applications

FlashAttention‑2 is an IO‑aware exact attention algorithm that cuts GPU HBM traffic through tiling and recomputation, optimizes non‑matmul FLOPs, expands sequence‑parallelism and warp‑level work distribution, delivering up to 2× speedup over FlashAttention, near‑GEMM efficiency, and enabling longer‑context Transformer training and inference for AIGC with fastunet and negligible accuracy loss.

AIGCAttention optimizationFlashAttention-2
0 likes · 20 min read
FlashAttention-2: Efficient Attention Algorithm for Transformer Acceleration and AIGC Applications
Baidu MEUX
Baidu MEUX
Sep 13, 2023 · Artificial Intelligence

How AIGC Is Redefining Design Productivity: Insights and Practices

This speech explores the emergence of AIGC and AGI in design, discussing prompt engineering, affordance, AI‑native design, storytelling, ethical challenges, and future directions for leveraging generative AI to boost creativity and productivity.

AIAIGCstorytelling
0 likes · 13 min read
How AIGC Is Redefining Design Productivity: Insights and Practices
Bitu Technology
Bitu Technology
Sep 13, 2023 · Frontend Development

Insights on Recent Employment Trends and Tubi’s Frontend Interview Design by Senior VP Shang Chun

Senior VP Shang Chun shares recent global employment trends, the impact of AIGC tools, evolving front‑end hiring requirements, and detailed Tubi interview design—including multiple coding rounds, culture assessment, and practical project tasks—to help engineers navigate the current job market and identify strong opportunities.

AIGCCareerEmployment Trends
0 likes · 12 min read
Insights on Recent Employment Trends and Tubi’s Frontend Interview Design by Senior VP Shang Chun
DataFunSummit
DataFunSummit
Sep 9, 2023 · Artificial Intelligence

Evolution of AIGC Technology and Its Applications in Life Sciences

This article reviews the development of AIGC and generative AI technologies—including image, text, and molecular generation—explains key model advances such as diffusion and large language models, discusses their impact on drug discovery, and outlines current challenges, opportunities, and future directions.

AI in Life SciencesAIGCDrug discovery
0 likes · 14 min read
Evolution of AIGC Technology and Its Applications in Life Sciences
DataFunTalk
DataFunTalk
Sep 5, 2023 · Artificial Intelligence

Baidu Commercial Multimodal Understanding and AIGC Innovation Practices

This article presents Baidu's commercial multimodal understanding framework and AIGC innovations, detailing rich-media multimodal perception, the VICAN‑12B multimodal representation‑generation model, scenario‑specific fine‑tuning, feature quantization for ranking, and practical applications such as marketing content generation, digital‑human video creation, and poster synthesis.

AIGCBaiduMultimodal
0 likes · 12 min read
Baidu Commercial Multimodal Understanding and AIGC Innovation Practices
DataFunSummit
DataFunSummit
Sep 4, 2023 · Artificial Intelligence

AIGC and Causal Inference: Mutual Empowerment and Applications with YLearn

This article explores how generative AI (AIGC) can be used to synthesize structured data, how synthetic data and agent‑based modeling support causal inference, and introduces the YLearn framework for end‑to‑end causal learning, highlighting practical use cases and research directions.

AIGCAgent-based ModelingYLearn
0 likes · 15 min read
AIGC and Causal Inference: Mutual Empowerment and Applications with YLearn
DaTaobao Tech
DaTaobao Tech
Aug 30, 2023 · Artificial Intelligence

How AIGC Is Transforming 3D Model Generation for E‑commerce

This article explores the rise of AIGC-driven 3D model creation for e‑commerce, reviewing foundational technologies like NeRF, Point‑E, Shap‑E, DreamFusion and Magic3D, detailing practical experiments, hardware requirements, current challenges, and future industry implications.

3D generationAIGCDreamFusion
0 likes · 11 min read
How AIGC Is Transforming 3D Model Generation for E‑commerce
DataFunTalk
DataFunTalk
Aug 27, 2023 · Artificial Intelligence

AIGC and Causal Inference: Mutual Empowerment and Practical Applications

This article explores how generative AI (AIGC) can be used to synthesize structured data, how such synthetic data enhances causal inference tasks, and how agent‑based modeling and the YLearn framework together enable a two‑way synergy between AIGC and causal learning for enterprise AI solutions.

AIGCAgent-based ModelingArtificial Intelligence
0 likes · 15 min read
AIGC and Causal Inference: Mutual Empowerment and Practical Applications
58UXD
58UXD
Aug 25, 2023 · Artificial Intelligence

How AI Tools Like Midjourney Supercharge Design Efficiency and Creativity

This article explores how AI-powered tools such as Midjourney and Photoshop enable designers to rapidly generate high‑quality 3D assets, streamline visual workflows, meet urgent client demands, and expand creative possibilities while emphasizing the need for solid aesthetic fundamentals.

AI designAIGCMidjourney
0 likes · 6 min read
How AI Tools Like Midjourney Supercharge Design Efficiency and Creativity
Baidu Geek Talk
Baidu Geek Talk
Aug 22, 2023 · Industry Insights

What Baidu’s First Commercial AI Competition Reveals About AIGC Trends

The article reviews Baidu's 2023 generative AI initiatives, details the inaugural Baidu Commercial AI Technology Innovation Competition co‑hosted with the China AI Society and NVIDIA, highlights winning teams' technical approaches in conversion prediction and inference optimization, and shares insights from industry leaders on future AI talent and innovation.

AIAIGCBaidu
0 likes · 8 min read
What Baidu’s First Commercial AI Competition Reveals About AIGC Trends
NetEase Smart Enterprise Tech+
NetEase Smart Enterprise Tech+
Aug 16, 2023 · Artificial Intelligence

How AGI and AIGC Are Transforming Software Development at NetEase Cloud

This article summarizes NetEase Cloud's CTO Xu Hangsheng's presentation on AGI and AIGC, detailing how generative AI enhances each phase of the software development lifecycle—from requirement analysis and design to coding, testing, deployment, and support—while offering practical tips, Copilot‑style tools, and real‑world case studies.

AIAIGCCopilot
0 likes · 19 min read
How AGI and AIGC Are Transforming Software Development at NetEase Cloud
DataFunTalk
DataFunTalk
Aug 13, 2023 · Artificial Intelligence

Applying Large Language Models to Search Advertising Satisfaction: From DNN to ERNIE and Prompt Learning

The article details how Baidu's Fengchao team leverages large language models, including a transition from DNN embeddings to ERNIE, introduces multi‑level tokenization and discrete core‑word inputs, and applies prompt learning and AIGC techniques to improve search advertising satisfaction and industry‑specific relevance modeling.

AIGCBaidularge language models
0 likes · 22 min read
Applying Large Language Models to Search Advertising Satisfaction: From DNN to ERNIE and Prompt Learning
Baidu Geek Talk
Baidu Geek Talk
Aug 10, 2023 · Industry Insights

How Baidu’s AIGC Competition Is Shaping the Future of Commercial AI

The article examines Baidu’s inaugural Commercial AI Innovation Competition, highlighting its focus on AIGC commercial applications such as conversion behavior prediction and inference performance optimization, and explores how large‑scale models like PaddleBox and AI‑native tools are poised to transform content creation, marketing, and enterprise operations.

AI industryAIGCBaidu
0 likes · 10 min read
How Baidu’s AIGC Competition Is Shaping the Future of Commercial AI
AntTech
AntTech
Aug 8, 2023 · Artificial Intelligence

AIGC Reshapes the Financial Service Chain, Driving New Efficiency and Ecosystem

The 4th China AI Competition results conference highlighted how generative AI (AIGC) is being integrated into Ant Group's financial services to automate workflows, enhance marketing creativity, and improve claim processing, promising exponential efficiency gains, new customer experiences, and a transformed industry ecosystem.

AIGCautomationbusiness efficiency
0 likes · 7 min read
AIGC Reshapes the Financial Service Chain, Driving New Efficiency and Ecosystem
Tencent Cloud Developer
Tencent Cloud Developer
Aug 7, 2023 · Artificial Intelligence

AIGC Development Trends and Their Impact on Programmers

The article shows that in the AIGC era a programmer who leverages AI tools like Copilot and GPT‑4 can deliver projects far faster and more cost‑effectively than a veteran relying on manual coding, urging developers to upskill, adopt AI‑assisted workflows, and focus on higher‑level design and ethical considerations.

AI toolsAIGCcareer development
0 likes · 17 min read
AIGC Development Trends and Their Impact on Programmers
Model Perspective
Model Perspective
Jul 31, 2023 · Artificial Intelligence

From RNN to ChatGPT: How AIGC Evolved with Transformers and Large Models

This article traces the evolution of AI‑generated content (AIGC) from early RNN‑based Seq2Seq models through the transformative impact of the Transformer architecture, covering key milestones such as UniLM, T5, BART, the GPT series, InstructGPT, and the emergence of ChatGPT.

AI Content GenerationAIGCGPT
0 likes · 9 min read
From RNN to ChatGPT: How AIGC Evolved with Transformers and Large Models
DataFunTalk
DataFunTalk
Jul 27, 2023 · Artificial Intelligence

Applying AIGC in E‑commerce: Product Copy and Image Generation with Large Language Models

This article shares recent AIGC practices in e‑commerce, detailing product copy generation using GPT‑based models, image creation with Stable Diffusion, the evolution of large language models, technical solutions, experimental results, and future opportunities for AI‑driven automation in online retail.

AIGCe-commerceimage generation
0 likes · 18 min read
Applying AIGC in E‑commerce: Product Copy and Image Generation with Large Language Models
Baidu Geek Talk
Baidu Geek Talk
Jul 26, 2023 · Artificial Intelligence

Insights on AIGC Development and Commercial Applications by Baidu's Chief Architect

Baidu’s chief architect Li Shuanglong outlined how AIGC, driven by advanced large‑language and multimodal models, is already powering commercial tools such as automated copywriting, 2D digital‑human video creation and lead‑generation chatbots, while emphasizing future progress in engineering scalability, algorithmic fidelity, data quality, and scenario‑focused applications.

AI commercializationAI researchAIGC
0 likes · 8 min read
Insights on AIGC Development and Commercial Applications by Baidu's Chief Architect
ZhongAn Tech Team
ZhongAn Tech Team
Jul 14, 2023 · Artificial Intelligence

Exploring AIGC Applications in Insurance: Insights from ZhongAn Insurance CTO Jiang Jiyun

The interview with ZhongAn Insurance CTO Jiang Jiyun discusses how the company leverages AIGC technologies such as large language models, embeddings, and prompt engineering to enhance marketing, intelligent customer service, and data security, while highlighting practical challenges and best practices for AI adoption in the insurance sector.

AIGCdata securityembedding
0 likes · 15 min read
Exploring AIGC Applications in Insurance: Insights from ZhongAn Insurance CTO Jiang Jiyun
AntTech
AntTech
Jul 10, 2023 · Artificial Intelligence

2023 Trusted AI White Paper: Overview and Chapter Outline

The 2023 Trusted AI White Paper, released at the World AI Conference in Shanghai, outlines the rapid advances and challenges of trustworthy artificial intelligence, presents a structured evaluation framework, and details five chapters covering AI development stages, industry practices, large‑model and AIGC security, assessment tools, and future recommendations.

AIGCTechnology AssessmentTrusted AI
0 likes · 5 min read
2023 Trusted AI White Paper: Overview and Chapter Outline
HomeTech
HomeTech
Jul 7, 2023 · Artificial Intelligence

Multi-Modal Video Understanding and AIGC Video Generation at Autohome

This article presents a comprehensive multi-modal video understanding system for AIGC video generation, detailing technical architecture, GCN-based semi-supervised learning, and practical applications across automotive content scenarios.

AIGCBERTNeXtVLAD
0 likes · 8 min read
Multi-Modal Video Understanding and AIGC Video Generation at Autohome
Tencent Cloud Developer
Tencent Cloud Developer
Jul 6, 2023 · Industry Insights

How AIGC Is Redefining Software Development and Innovation

This article analyzes how AI‑generated content (AIGC) is merging with low‑code, software development, and various innovation processes, presenting data on cost reductions, efficiency gains, a classification of innovation types, TRIZ methodology steps, and a forward‑looking view of AI‑driven production‑relation transformations.

AI TrendsAIGCindustry analysis
0 likes · 12 min read
How AIGC Is Redefining Software Development and Innovation
ITPUB
ITPUB
Jun 27, 2023 · Artificial Intelligence

Why Databricks’ $1.3B MosaicML Deal Marks a Bold Bet on Generative AI

Databricks' $1.3 billion acquisition of MosaicML brings the startup's open‑source MPT models and high‑efficiency training stack into the Lakehouse platform, reflecting a strategic push to embed generative AI across enterprises while emphasizing data control, cost reduction, and open‑source policies.

AIGCDatabricksLLM
0 likes · 8 min read
Why Databricks’ $1.3B MosaicML Deal Marks a Bold Bet on Generative AI
DataFunSummit
DataFunSummit
Jun 27, 2023 · Artificial Intelligence

Intelligent Growth Algorithms and Their Applications in the Smartphone Industry – OPPO Andes Smart Cloud

This article presents OPPO's Andes Smart Cloud team's intelligent growth algorithm architecture, covering industry background, data pipelines, model designs such as uplift, PU‑learning, multimodal AIGC, and their practical applications in content supply, recommendation, precise audience targeting, and ad bidding, followed by a summary and Q&A.

AIGCMobile MarketingRTB
0 likes · 22 min read
Intelligent Growth Algorithms and Their Applications in the Smartphone Industry – OPPO Andes Smart Cloud
ByteDance Web Infra
ByteDance Web Infra
Jun 16, 2023 · Artificial Intelligence

How AIGC Transforms Document Search: Architecture, Techniques, and Future Directions

This article explains how AI‑generated content (AIGC) reshapes document search by combining traditional indexing with modern embedding and prompt‑tuning techniques, reviews key components such as LangChain and Supabase, compares existing AI‑search products, and discusses the future blend of classic and AI‑driven search.

AI SearchAIGCLangChain
0 likes · 15 min read
How AIGC Transforms Document Search: Architecture, Techniques, and Future Directions