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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.

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 20Wed
Dec 5Tue
Nov 25Sat
  1. Dify Blog

    Dify's open-source assistant API is based on any large language model.

    Dify offers features such as self-hosted deployment, multi-model support, RAG engines, and APIs, providing more flexibility to address challenges with the OpenAI Assistants API in terms of cost, data security, and model selection. Its self-hosted deployment strategy ensures data privacy and security, compatible with commercial and open-source models like OpenAI, Anthropic, and Llama2. The RAG engine supports integration with vector databases like Qdrant and Weaviate, allowing users to customize indexing strategies.

Nov 21Tue
  1. Dify Blog

    Dify.AI v0.3.31 released: RAG technology improved by 20% over OpenAI Assistants API.

    Dify.AI v0.3.31 update enhances RAG technology through hybrid search, semantic reordering models, and multi-path retrieval, improving question-answering efficiency by 20%, significantly outperforming the OpenAI Assistants API. Ragas evaluation shows an increase of 18.44% in Ragas score, 20% improvement in context accuracy, and 35.71% increase in faithfulness.

Nov 13Mon
Nov 8Wed
Oct 23Mon
  1. Dify Blog65

    Dify.AI introduces a new prompt orchestration mode: a comprehensive analysis from basic to expert mode

    Dify.AI has released a new prompt orchestration mode, allowing users to switch from basic mode to expert mode for greater control. The expert mode is designed for professional developers and prompt engineers, supporting highly customizable orchestration, enabling editing of prompt elements such as context, user input, conversation history, and examples to achieve robust interaction with LLMs or datasets. The basic mode simplifies application creation, while the expert mode provides more configuration options, such as CHAT and COMPLETE models, and supports API calls to external tools.

Oct 12Thu
  1. Dify Blog35

    Enhanced Dify New Dataset Functionality

    Dify has released an update to its dataset management tool, introducing the 'Citation and Attribution' feature and a user-friendly interface, while expanding Dataset API support for multiple file formats and real-time data management. New features include creating empty datasets, document list queries, text/file imports, embedded model integration, and GPT-3.5-turbo-instruct integration, enhancing data management efficiency and interaction experience.

Aug 15Tue
  1. Dify Blog65

    Dify v0.3.13 released: Easily integrate open-source large models like Llama2 and ChatGLM

    Dify v0.3.13 released, integrating open-source large models like Llama2 and ChatGLM, supporting models from Hugging Face and Replicate platforms, allowing users to easily access and quickly build AI applications via API keys. The platform supports rapid switching between models, enabling users to compare performance by clicking the model selector, lowering the barrier for model selection and tuning.

Aug 1Tue
Jul 17Mon
May 15Mon
May 10Wed
Apr 10Mon
  1. Dify Blog65

    Dify Launches Dify WebApp: Easily Build AI-Native Applications

    Dify Launches Dify WebApp, allowing users to quickly combine and deploy cloud-native AI applications without managing infrastructure. The platform offers two types of WebApps: conversational and text generation, respectively designed for building interactive experiences and content generation tasks. Users can deploy via GitHub repositories or self-hosted servers, and leverage open-source templates for lightweight or heavy customization development, integrating Dify's visual orchestration, operational, and dataset capabilities.

Apr 9Sun
  1. Dify Blog65

    Why did we create Dify

    Dify is dedicated to making AI technology more accessible, created to address the complex challenges developers face when using OpenAI's large language models to build AI applications, such as the difficulty of data preparation and model fine-tuning; the platform simplifies LLM application development and operations through a visual interface, unified API, and open-source strategy, and continuously integrates cutting-edge technologies like agent patterns and ChatGPT plugins.