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#Product updates
Apr 28Mon
  1. Prime Intellect Blog

    Prime Intellect previews its distributed reasoning stack, building a reasoning engine for the public internet.

    Prime Intellect previews its distributed reasoning stack, designed for consumer-grade GPUs and public internet 100ms latency, and releases three open-source code repositories PRIME-IROH, PRIME-VLLM, PRIME-PIPELINE to achieve latency-aware pipeline parallelism, aiming to achieve the openness and democratization of AGI through consumer-grade hardware and network connections.

Apr 14Mon
  1. Dify Blog

    Dify applications transform into MCP servers through the mcp-server plugin.

    Dify's mcp-server plugin can transform any Dify application into a server-side endpoint compliant with the MCP protocol, allowing external MCP clients to access it directly. The plugin handles client requests via HTTP and SSE protocols, supporting the use of Dify applications as a single MCP tool for Cursor, Claude Desktop, and others, and allows operation in private network environments to enhance security.

Apr 2Wed
Apr 1Tue
  1. Dify Blog

    Dify MCP Plugin Quick Start Guide: Achieve easy tool calls for AI agents through Zapier

    Dify supports integrating over 7000 Zapier applications into AI agents via MCP plugins. Developers can use the MCP SSE plugin to dynamically call external tools or use the Agent Strategy plugin to enable agents to make autonomous decisions on tool calls. The Zapier MCP server provides over 30000 actions, supporting automated tasks like sending emails via Gmail, requiring server endpoint configuration and setting GPT-4o prompts to control calls.

Mar 27Thu
  1. Dify Blog

    DupDub plugin logs into Dify marketplace platform, providing advanced audio AI functions

    DupDub AI audio plugin has been launched on the Dify market platform, offering speech translation, speech cloning, speaker recognition, and text-to-speech functions to help users build more engaging AI applications. These plugins are integrated into the Dify platform, supporting speech transcription, speech cloning, speaker recognition, and text-to-speech synthesis, which can be easily arranged through Dify's visual workflow builder to achieve automated audio processing.

Mar 26Wed
  1. Dify Blog65

    Cursor how to build SSH plugin for server management in a no-code way

    Dify's newly released SSH plugin achieves server management through AI-driven automation, capable of automated deployment, file processing, script execution, and troubleshooting. This plugin is developed based on the Cursor tool, supporting SSH remote command execution and file transfer with a context length of up to 8k. It is easy to install and can independently complete server configuration, application deployment, and issue resolution through an AI intelligent agent.

  2. Dify Blog

    Dify integrates the Open Audio Fish Audio plugin, making AI applications for TTS and voice cloning simple.

    Dify integrates Fish Audio plugin from Open Audio into its platform, providing real-time text-to-speech (TTS) and voice cloning functions for AI applications. Fish Audio supports formats such as Opus, MP3, WAV, and cloning voice takes only 30-45 seconds. Users can control output parameters through WebSocket API. Developers can install the plugin on Dify marketplace and configure API keys to automatically convert LLM generated text into audio clips of specified voices.

Mar 24Mon
  1. Dify Blog

    Agora's conversational AI extension has launched on the Dify market platform.

    Agora's conversational AI extension, as a plugin, has launched on the Dify market platform, providing developers with real-time voice AI capabilities. The extension supports multiple LLMs, featuring industry-leading speech-to-text and mainstream text-to-speech services, achieving rapid response and global reliability through Agora's low-latency SD-RTN™ technology. Developers can quickly deploy virtual assistants or customer service robots. The Dify market platform now hosts over 120+ plugins, supporting community sharing and local deployment.

Mar 13Thu
  1. Dify Blog65

    Dify.AI showcased AI innovation achievements at NVIDIA GTC 2025

    Dify.AI will attend the NVIDIA GTC conference from March 17 to 21, 2025, demonstrating the latest innovative achievements in Room 3226, including the plugin system, workflow mechanism, and NVIDIA NIM integration. The core of the company is to help developers define AI applications through prompts, context, and plugins. Version 1.0.0 introduced the plugin mechanism, workflow enhancements, and an open ecosystem.

Mar 12Wed
Mar 6Thu
  1. Dify Blog

    Dify x Brave Search: Use the Brave Search API plugin to enhance real-time search functionality for AI applications.

    Dify v1.0.0 introduces a plugin system, allowing developers to easily integrate real-time search functionality through the Brave Search API plugin. Create smart agents or workflows in Dify Studio, choose models like Claude-3.5 Sonnet, and add the Brave Search tool to enable search. Deploy in workflows or integrate custom plugins to extend functionality.

Mar 5Wed
  1. Dify Blog65

    Dify will showcase its latest features at the 2025 AWS Summit Japan

    Dify will sponsor the 2025 AWS Summit Japan, demonstrating the latest features such as the plugin system, Workflow Agent Node, and seamless AWS integration at Makuhari Messe. Dify.AI is a leading open-source platform that helps organizations easily build and deploy large language model (LLM) based applications through its open-source community edition, cloud SaaS service, and enterprise deployment options.

Mar 4Tue
Feb 17Mon
Feb 6Thu
  1. Dify Blog

    Dify x DeepSeek: Deploy private AI assistants and build local DeepSeek R1 + web search applications

    Dify combined with DeepSeek can deploy private AI assistants and build local DeepSeek R1 + web search applications. Dify supports deploying the DeepSeek R1:7B model (175B parameters), integrating web search and document analysis, providing support for 1000+ models, ensuring data is completely private. Manage DeepSeek models via Ollama and create chatbots or workflow applications on the Dify platform.

Jan 9Thu
  1. Dify Blog

    Dify has released the Plugins plugin system to modularize component extensions to AI application capabilities.

    Dify has launched the Plugins plugin system into Beta, extending AI application functionality through plug-and-play components. Developers can obtain ready-made plugins or build their own on the Dify Marketplace, supporting capabilities such as image processing, audio analysis, text generation, data analysis, logical reasoning, and external integration. The system adopts a decoupled architecture, including five types of components: models, tools, strategies, extensions, and packages, achieving bidirectional communication with Dify's core functionality through custom endpoints.

Dec 26Thu
  1. Dify Blog65

    Dify v0.15.0 Released: Introducing Parent-Child Retrieval to Enhance Knowledge Acquisition

    Dify v0.15.0 Launches Parent-Child Retrieval Technology, Achieving Precise Retrieval by Matching Fine-Grained Child Fragments, Combined with Coarse-Grained Parent Fragments to Supplement Context, Improving RAG System's Response Accuracy and Information Richness. This Feature Supports Two Parent Fragment Splitting Modes (Paragraph/Full Text), Allows Users to Edit Parent-Child Fragments Independently and Choose Whether to Regenerate Child Fragments, While Optimizing Fragment Preview Interface to Enhance Low-Code Platform Usability.

Dec 16Mon
Nov 14Thu
  1. LangChain Blog

    Promptim: An experimental library for prompt optimization

    Promptim is an experimental prompt optimization library that automatically runs an optimization loop to generate better prompts by providing an initial prompt, a dataset, and a custom evaluator (optional human feedback). It integrates LangSmith for dataset management, prompt management, and result tracking (optional human annotation). The core algorithm modifies prompts based on evaluator feedback and iteratively optimizes, supporting human feedback loops. The tool aims to save manual prompt engineering time, introduce rigorous processes, and simplify model switching, but requires manual review.

Oct 29Tue
  1. Dify Blog

    How Dify.AI empowers this global consumer electronics leader to integrate generative AI

    The global consumer electronics leader serving over 100 million users has integrated generative AI into its operations through Dify.AI, bridging the gap between business and technology. Dify.AI's low-code platform allows novice users to quickly utilize mainstream models, expert users to independently customize solutions, and developers to enhance efficiency through component-based workflows. More than 200 AI applications have been created within a month, with 60 in use, reducing user voice analysis time from 8 hours to 3 hours.

Oct 21Mon
Sep 10Tue
Aug 20Tue
  1. Dify Blog55

    Dify partnered with Takin.ai to provide a more convenient GenAI education platform

    Dify announced a collaboration with GenAI education startup Takin.ai, simplifying GenAI education through its integrated platform. It supports teachers and students in zero-setting learning various GenAI concepts and tools, and integrates a customized version of Dify into the Takin.ai system as the core feature for building AI agents and agent workflows.

Aug 16Fri
Aug 14Wed
Jul 10Wed
  1. Dify Blog

    DifySandbox Open Source: Secure Code Execution

    Dify announced the open-sourcing of DifySandbox to enhance code transparency. The sandbox provides a secure execution environment for code nodes, template conversion nodes, LLM nodes, and tool nodes in Dify workflows. It enhances security through operating system, file system, network, and permission isolation policies, supports Python and Node.js, and is extensible. The source code is hosted on GitHub.

Jul 2Tue
  1. Dify Blog65

    Dify Integrates LangSmith and Langfuse to Enhance LLM Application Observability

    Dify version 0.6.12 integrates LangSmith and Langfuse, allowing users to access detailed data of LLM applications through simple configuration, facilitating cost, latency, and quality evaluation. LangSmith provides rich evaluation features, and Langfuse supports open-source hosted architecture, both helping Dify users monitor and optimize LLM application performance.

Jul 1Mon
  1. Prime Intellect Blog

    Prime Intellect Compute platform officially launched: Global GPU resource aggregation and scheduling market

    Prime Intellect Compute platform officially launched, aggregating global GPU resources to democratize instant computing. The platform offers a unified resource pool, supporting instant access from single GPU to 512+ GPU clusters. The first batch integrates 12 cloud service providers, with H100 GPUs priced at $1.5-4 per hour.

Jun 17Mon
May 31Fri
  1. Dify Blog65

    Dify Workflow v0.6.9 update: publish workflows as tools, iterative nodes, parameter extractors, and enhanced node functions.

    Dify Workflow v0.6.9 released, supporting the publication of workflows as tools for AI agents or other workflows to automatically call; new iterative nodes for more flexible multi-step generation; parameter extractors can extract structured parameters from unstructured information, simplifying tool calls; enhanced capabilities of various nodes. New features are suitable for encapsulating processes, batch processing tasks (such as email classification processing), and improving tool call barriers.

Apr 8Mon
  1. Dify Blog

    Dify launched the AI Workflow feature

    Dify launched the AI Workflow feature, achieving expected multi-step logic outputs through an intuitive drag-and-drop interface. This feature can be used as a standalone application or activated as Chatflow within Chatbot applications, supporting nodes such as LLM, tools, question classifiers, knowledge retrieval, code execution, and conditional logic, and can be integrated into existing systems via API.

Mar 12Tue
  1. Dify Blog65

    Dify has been listed on AWS Marketplace.

    Dify is now listed as an AWS AMI product on AWS Marketplace, with its Premium version offering single-tenant instances, supporting custom branding and deployment in any AWS VPC region, ensuring integration with AWS services and GDPR compliance. Users can subscribe here and view pricing details.

Feb 22Thu
Jan 26Fri
  1. Dify Blog65

    Dify introduces the Agent Assistant mode: Build an AI financial investment analysis assistant.

    Dify v0.5.0 introduces the Agent Assistant mode, supporting the use of mainstream LLMs from the market to build complex, multi-step problem-solving solutions. Users can generate investment analysis reports for any listed company based on the Yahoo Finance tool (News, Analytics, Ticker) through this mode, achieving automated research, improving efficiency, and reducing information search time.

Jan 24Wed
Jan 10Wed
Jan 3Wed
  1. Dify Blog65

    Dify v0.4.1 release: Refactoring of the model runtime architecture.

    Dify has released version v0.4.1, refactoring the model runtime architecture to replace the old LangChain-based interface, aiming to simplify the development process and enhance the robustness of the codebase and the friendliness to contributors; the new architecture reduces external dependencies, aligns more closely with development needs, and supports model providers such as OpenAI, Anthropic, Azure, and Google Gemini, simplifying model deployment through YAML configuration.

Dec 26Tue
  1. Dify Blog65

    How does Dify.AI's Annotation Reply feature improve chatbot quality and reduce costs?

    Dify.AI's Annotation Reply feature allows manual editing of historical conversations or importing batches of Q&A to prioritize matching similar user questions with annotated replies, enabling chatbots to provide precise answers in specific scenarios. This feature helps build an LLMOps data feedback loop, reducing LLM call costs and latency in conversational scenarios, and accumulating valuable data assets for future model fine-tuning.

Dec 20Wed