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Dec 22Mon
Nov 21Fri
  1. Dify Blog70

    Kakaku uses Dify to accelerate AI applications: fast, secure, and scalable

    Kakaku has addressed speed, security, and scalability issues in AI application development through the Dify platform, making 30% of employees AI builders and launching a product data extractor within 3 hours, cumulatively building nearly 950 internal applications. Dify Enterprise provides a multi-workspace architecture, single sign-on, sandbox environment, and production-grade infrastructure, achieving a combination of central control and local freedom.

Nov 13Thu
Oct 30Thu
  1. Dify Blog

    Dify Integrates TiDB Vector: Enhancing Knowledge Pipelines with Distributed Vector Storage

    Dify Knowledge Pipeline has officially integrated TiDB Vector, allowing developers to seamlessly reuse processes like parsing tables, extracting entities, and embedding text for knowledge construction in downstream AI applications. TiDB Vector supports hybrid SQL + vector search, filtering structured metadata via SQL syntax before performing semantic retrieval to ensure precise, context-aware responses, and leverages TiDB's distributed architecture for enterprise-grade scalability and stability.

Oct 29Wed
  1. Dify Blog70

    Dify integrates Qdrant high-performance vector database, accelerating the development of next-generation AI applications

    Dify Platform now integrates Qdrant high-performance Rust vector database, providing faster retrieval, hybrid search, and scalable performance for building reliable, production-grade AI applications. This integration enables developers to choose Qdrant without becoming vector search experts through simple configuration, achieving millisecond-level retrieval for millions of documents, complex metadata-based retrieval strategies, and hybrid search capabilities, supporting high-performance scaling from prototype to production.

Oct 21Tue
Oct 17Fri
  1. Dify Blog65

    Dify platform integrates Tavily API to achieve real-time web data knowledge pipeline construction

    Dify platform now supports Tavily Real-time Web Search API, allowing users to directly embed web data into knowledge pipelines to enhance accuracy and timeliness; Tavily can be used as a data source plugin in Dify Marketplace, paired with Dify knowledge pipelines, which support modular components from upload and parsing to chunk embedding; users can install the plugin, obtain an API key, and configure LLM nodes to use Tavily search results for generating Q&A pairs and storing them in a knowledge base.

Oct 6Mon
  1. Anthropic Research71

    Anthropic open-sources security audit tool Petri

    Anthropic has released an open-source auditing tool, Petri (Parallel Exploration Tool for Risky Interactions), where automated agents test target models through multi-round dialogues, and then LLM reviewers score them based on safety dimensions and select the most worthy dialogues for manual review.

    Why it matters: Anthropic has open-sourced the automated auditing tool Petri and provided cross-comparison results for 14 cutting-edge models on behaviors such as deception, sycophancy, and self-preservation.

Sep 23Tue
  1. Dify Blog

    Dify has launched the Knowledge Pipeline visualization process, which transforms enterprise messy data into high-quality LLM context.

    Dify has launched the Knowledge Pipeline visualization process, which transforms enterprise PDF, PPT, Excel, and other messy data into high-quality LLM context. This process manages data source connections, document parsing, text/image/table processing, knowledge distillation, and embedding through visual nodes, supporting over 30 local file formats, cloud storage, online documents, web crawlers, and other data sources. It provides 7 preset templates and pluggable parsing, enhancement, chunking, embedding, and loading modules, featuring real-time variable debugging capabilities.

Sep 4Thu
  1. Dify Blog75

    Dify collaborates with Arize: How to evaluate, monitor, and improve agents

    Dify collaborates with Arize to bring observability tools Phoenix and AX into the Dify ecosystem to evaluate, monitor, and improve agents. Phoenix can automatically track model calls, tool calls, and chain steps, collecting inputs, outputs, latency, and metadata, and supports annotation tracking, building structured test datasets, creating custom evaluations, and running tests.

Aug 27Wed
Aug 18Mon
Aug 7Thu
  1. Cohere Blog

    Cohere introduces North: The next-generation enterprise AI platform

    Cohere launches the enterprise AI platform North, which enhances employee task efficiency and quality by securely accessing work data, combining generative search models, customizable agents, and built-in workflow automation. The platform supports private deployment and can run with as few as two GPUs, has been adopted by companies like RBC and Dell, covering key industries such as finance and healthcare, and features security characteristics like fine-grained permission control, autonomous policies, and compliance certifications.

Jul 30Wed
  1. Dify Blog65

    Dify Enterprise is now available on Microsoft Azure Marketplace

    Dify Enterprise is officially launched on Microsoft Azure Marketplace, allowing enterprises to use the AI application development platform through a simplified procurement process; users can directly build, deploy, and scale AI applications within the Azure cloud infrastructure while maintaining existing compliance frameworks and security, supporting on-premises or cloud deployment models, and providing enterprise-level features such as advanced multi-tenant management, SSO integration, centralized access control, and audit logs.

Jul 10Thu
Jun 25Wed
Jun 5Thu
  1. Dify Blog65

    Dify has received 100,000 GitHub stars, thanks to the open-source community's support

    Dify has surpassed 100,000 GitHub stars and joined the top 100 global open-source projects. The platform was open-sourced two years ago, aiming to make it easier for developers to build LLM applications, and has continued to grow thanks to community contributions. The project especially thanks 10 core contributors who have driven platform progress through code submissions, feature development, and documentation improvements.

May 20Tue
  1. Prime Intellect Blog

    PCCL - Prime Collective Communications Library Released: A fault-tolerant communication library designed for global distributed training.

    PCCL released, designed for global distributed training, with fault tolerance, supports operation on the public internet, bandwidth up to 45 Gbit/s between each pair of data centers, training bandwidth up to 25 Gbit/s between North America and Western Europe, supports dynamic member joining and rejoining, verified its high fault tolerance through long-term stress tests on major sockets (Linux, macOS, Windows WSA).

Apr 30Wed
  1. Dify Blog65

    Dify integrates the Palo Alto Networks plugin to enhance AI application security

    Dify has integrated Palo Alto Networks' AI runtime security plugin into its marketplace, allowing users to deploy the industry-leading security engine with a single click for each model call, user input, and model response. The plugin filters user inputs and model outputs, covering multiple levels from network posture to model behavior, including blocking prompt injection, denial-of-service attacks, data leakage, and harmful content, providing the first line of defense for AI applications without requiring model retraining.

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 2Wed
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 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
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.