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Instant Consumer Technology Team
Instant Consumer Technology Team
Jun 13, 2025 · Artificial Intelligence

Unlocking RAGFlow: How Retrieval‑Augmented Generation & Flow Transform AI Applications

RAGFlow is an AI architecture that merges Retrieval‑Augmented Generation with a dynamic Flow control mechanism, offering real‑time knowledge retrieval, high‑quality text generation, and flexible deployment across content creation, intelligent QA, and enterprise solutions while outlining its technical principles, advantages, challenges, and installation steps.

AIChatbotFlow Control
0 likes · 25 min read
Unlocking RAGFlow: How Retrieval‑Augmented Generation & Flow Transform AI Applications
iKang Technology Team
iKang Technology Team
May 12, 2025 · Artificial Intelligence

Introducing Spring AI: Building a Simple Chat Application with DeepSeek

This article introduces Spring AI, explains its core features for integrating various AI models, and walks through creating a Spring Boot chat application that connects to the DeepSeek model using both synchronous and streaming endpoints.

AI integrationChatbotDeepSeek
0 likes · 7 min read
Introducing Spring AI: Building a Simple Chat Application with DeepSeek
Architecture Digest
Architecture Digest
Apr 30, 2025 · Backend Development

Integrating Spring Boot with Model Context Protocol (MCP) for AI‑Powered Book Management

This article demonstrates how to transform a traditional Spring Boot book‑management service into an AI‑driven MCP service by importing Spring AI dependencies, configuring proxy and MCP server settings, annotating service methods with @Tool, registering them, and exposing a chat endpoint that lets large language models query and manipulate book data through natural language.

AIChatbotJava
0 likes · 13 min read
Integrating Spring Boot with Model Context Protocol (MCP) for AI‑Powered Book Management
Nightwalker Tech
Nightwalker Tech
Apr 17, 2025 · Artificial Intelligence

LangGraph Explained: Advanced AI Workflow Framework and Hands‑On Guide

This article introduces LangGraph, the next‑generation framework built on LangChain for constructing complex, stateful AI applications, compares it with LangChain, showcases real‑world deployments, and provides a step‑by‑step Python tutorial for building a smart customer‑service chatbot with looped reasoning, tool integration, and human‑in‑the‑loop support.

AI WorkflowChatbotLangChain
0 likes · 20 min read
LangGraph Explained: Advanced AI Workflow Framework and Hands‑On Guide
DataFunSummit
DataFunSummit
Apr 16, 2025 · Artificial Intelligence

ChatBI: NetEase’s AI‑Powered Business Intelligence Platform – Architecture, Capabilities, and Real‑World Applications

This article introduces ChatBI, NetEase’s AI‑driven BI solution, detailing its product architecture, the opportunities and challenges AI brings to data analysis, the underlying NL2SQL model, performance‑optimizing techniques such as materialized views, open integration capabilities, and several enterprise deployment cases.

AIBusiness IntelligenceChatbot
0 likes · 21 min read
ChatBI: NetEase’s AI‑Powered Business Intelligence Platform – Architecture, Capabilities, and Real‑World Applications
Java Captain
Java Captain
Apr 16, 2025 · Artificial Intelligence

Building an AI‑Powered MySQL Query Assistant with MaxKB and Alibaba Cloud Bailei Model

This guide explains how to connect an Alibaba Cloud Bailei large language model to a MySQL database using MaxKB, create semantic‑to‑SQL nodes, define system roles, and build an AI assistant that can answer operational questions with natural‑language responses and SQL queries.

AIChatbotDatabase
0 likes · 28 min read
Building an AI‑Powered MySQL Query Assistant with MaxKB and Alibaba Cloud Bailei Model
Java Architect Essentials
Java Architect Essentials
Apr 2, 2025 · Backend Development

Integrating DeepSeek Large Language Model with Spring Boot to Build an AI Chat Application

This guide demonstrates how to create a Spring Boot backend that integrates DeepSeek's large language model via the Spring AI OpenAI starter, covering project setup, dependency configuration, API key management, and a sample controller that provides AI-powered chat responses such as weather forecasts.

AI integrationChatbotDeepSeek
0 likes · 8 min read
Integrating DeepSeek Large Language Model with Spring Boot to Build an AI Chat Application
Java Architect Essentials
Java Architect Essentials
Mar 9, 2025 · Backend Development

Building an AI-Powered Chatbot with Spring Boot and DeepSeek

This tutorial demonstrates how to create an AI-driven Spring Boot application by integrating DeepSeek's large language model, covering project setup, dependency configuration, API key management, and implementing a REST controller that provides weather forecasts via a conversational interface.

AIChatbotDeepSeek
0 likes · 8 min read
Building an AI-Powered Chatbot with Spring Boot and DeepSeek
DevOps
DevOps
Mar 6, 2025 · Artificial Intelligence

Building Multi-Model Chat Agents with Dify: Integrating DeepSeek‑R1 and Gemini

This article explains how to create a high‑performance multi‑model chat agent on the Dify platform by combining DeepSeek‑R1 for reasoning and Gemini for answer generation, covering the underlying principles, configuration steps, API integration, performance benchmarks, and practical deployment guidance.

API IntegrationChatbotDeepSeek
0 likes · 12 min read
Building Multi-Model Chat Agents with Dify: Integrating DeepSeek‑R1 and Gemini
macrozheng
macrozheng
Mar 3, 2025 · Artificial Intelligence

Integrate DeepSeek with Spring AI: Step‑by‑Step Spring Boot Guide

This tutorial walks you through integrating DeepSeek via Spring AI into a Spring Boot project, covering Spring AI basics, obtaining an API key, adding dependencies and configuration, implementing controller endpoints, testing with Postman, and accessing the full source code.

AI integrationChatbotDeepSeek
0 likes · 7 min read
Integrate DeepSeek with Spring AI: Step‑by‑Step Spring Boot Guide
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Feb 25, 2025 · Artificial Intelligence

Getting Started with Spring AI: Building a Hello‑World Application Using DeepSeek

This tutorial explains what Spring AI is, walks through creating a Spring Boot project with Maven, adding the necessary dependencies, writing a simple controller that forwards user messages to a local DeepSeek model, configuring the application, and testing the AI‑powered endpoint.

AI integrationChatbotDeepSeek
0 likes · 10 min read
Getting Started with Spring AI: Building a Hello‑World Application Using DeepSeek
Architecture Digest
Architecture Digest
Feb 18, 2025 · Artificial Intelligence

Integrating DeepSeek Large Model with Spring AI: A Step‑by‑Step Guide

This article explains how to obtain a DeepSeek API key, configure Spring AI with the appropriate base URL and model, and provides Java code examples for both synchronous and streaming chat interactions using the DeepSeek large‑language model.

API IntegrationChatbotDeepSeek
0 likes · 5 min read
Integrating DeepSeek Large Model with Spring AI: A Step‑by‑Step Guide
Code Ape Tech Column
Code Ape Tech Column
Feb 14, 2025 · Artificial Intelligence

Integrating DeepSeek Large Model with Spring AI: A Step‑by‑Step Guide

This article explains how to integrate DeepSeek's large language models—both the chat‑oriented deepseek‑chat and the reasoning‑focused deepseek‑reasoner—into a Spring AI application, covering API key setup, base‑URL configuration, model selection, and providing full code examples for dependency, configuration, and a simple chat controller.

AIChatbotDeepSeek
0 likes · 6 min read
Integrating DeepSeek Large Model with Spring AI: A Step‑by‑Step Guide
Big Data Technology Architecture
Big Data Technology Architecture
Feb 7, 2025 · Artificial Intelligence

How to Build a DeepSeek AI Assistant on DingTalk

This guide explains why DeepSeek is a valuable AI assistant, outlines the challenges of high demand, and provides step‑by‑step instructions for creating, configuring, testing, and publishing a DeepSeek AI assistant within the DingTalk platform to ensure stable access.

AI AssistantChatbotDeepSeek
0 likes · 4 min read
How to Build a DeepSeek AI Assistant on DingTalk
DaTaobao Tech
DaTaobao Tech
Oct 9, 2024 · Artificial Intelligence

Building a Vertical Domain QA Bot with Vector Search, RAG, and SFT

This guide walks entry‑level developers through building a logistics‑focused QA bot by first embedding documents for vector similarity search, then adding retrieval‑augmented generation, fine‑tuning a small model, integrating hybrid checks, and optimizing deployment with feedback loops to achieve fast, accurate, out‑of‑scope‑aware answers.

AIChatbotFine-tuning
0 likes · 15 min read
Building a Vertical Domain QA Bot with Vector Search, RAG, and SFT
JD Tech Talk
JD Tech Talk
Sep 30, 2024 · Artificial Intelligence

Yunli XiaoZhi: An AI‑Powered Intelligent Assistant for Knowledge Q&A and Data Analysis in Logistics Operations

The document describes the design, implementation, and operational results of Yunli XiaoZhi, an AI‑driven portable knowledge‑base and data‑analysis chatbot that consolidates SOPs, manuals, and real‑time information for logistics staff, using LangChain‑based RAG, vector databases, and large‑model prompting to improve query efficiency, proactive alerts, and reporting across multiple user groups.

AIChatbotKnowledge Base
0 likes · 19 min read
Yunli XiaoZhi: An AI‑Powered Intelligent Assistant for Knowledge Q&A and Data Analysis in Logistics Operations
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
May 29, 2024 · Artificial Intelligence

Building a "Dream of the Red Chamber" Reading Companion Bot with Coze

This article explains how to create an automated reading companion bot for "Dream of the Red Chamber" using the Coze platform, covering knowledge‑base setup, workflow design, JavaScript date handling, weather integration, language‑model note generation, and deployment steps.

AIAutomationChatbot
0 likes · 6 min read
Building a "Dream of the Red Chamber" Reading Companion Bot with Coze
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Apr 11, 2024 · Artificial Intelligence

AI Hackathon Journey: Building the "Novel Jump" Bot on Coze Platform

This article recounts the author's participation in a Shenzhen AI Hackathon, detailing the development of an interactive novel‑character chatbot using the Coze platform, describing the workflow design, technical challenges, model choices, knowledge‑base construction, and the final demo and award outcomes.

AIChatbotCoze
0 likes · 12 min read
AI Hackathon Journey: Building the "Novel Jump" Bot on Coze Platform
php中文网 Courses
php中文网 Courses
Mar 4, 2024 · Artificial Intelligence

Integrating AI and Machine Learning into Laravel Web Development

This article explores how Laravel can serve as a flexible backend platform for integrating artificial intelligence and machine learning technologies—such as predictive analytics, chatbots, image/video analysis, and recommendation systems—by presenting practical code examples, discussing opportunities, challenges, and best‑practice tools.

AIChatbotLaravel
0 likes · 9 min read
Integrating AI and Machine Learning into Laravel Web Development