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- <p align="center">
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- <a href="https://cloud.dify.ai">Dify Cloud</a> ·
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- <a href="https://docs.dify.ai/getting-started/install-self-hosted">الاستضافة الذاتية</a> ·
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- <a href="https://docs.dify.ai">التوثيق</a> ·
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- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">استفسار الشركات (للإنجليزية فقط)</a>
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- </p>
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- <a href="https://dify.ai" target="_blank">
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- <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
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- <a href="https://dify.ai/pricing" target="_blank">
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- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
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- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
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- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
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- <a href="https://hub.docker.com/u/langgenius" target="_blank">
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- <a href="https://github.com/langgenius/dify/" target="_blank">
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- <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
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- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
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- <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
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- </p>
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- <p align="center">
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- <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
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- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
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- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
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- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
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- <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
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- <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
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- <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
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- <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
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- </p>
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-
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- <div style="text-align: right;">
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- مشروع Dify هو منصة تطوير تطبيقات الذكاء الصناعي مفتوحة المصدر. تجمع واجهته البديهية بين سير العمل الذكي بالذكاء الاصطناعي وخط أنابيب RAG وقدرات الوكيل وإدارة النماذج وميزات الملاحظة وأكثر من ذلك، مما يتيح لك الانتقال بسرعة من المرحلة التجريبية إلى الإنتاج. إليك قائمة بالميزات الأساسية:
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- </br> </br>
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-
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- **1. سير العمل**: قم ببناء واختبار سير عمل الذكاء الاصطناعي القوي على قماش بصري، مستفيدًا من جميع الميزات التالية وأكثر.
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- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
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-
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-
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- **2. الدعم الشامل للنماذج**: تكامل سلس مع مئات من LLMs الخاصة / مفتوحة المصدر من عشرات من موفري التحليل والحلول المستضافة ذاتيًا، مما يغطي GPT و Mistral و Llama3 وأي نماذج متوافقة مع واجهة OpenAI API. يمكن العثور على قائمة كاملة بمزودي النموذج المدعومين [هنا](https://docs.dify.ai/getting-started/readme/model-providers).
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-
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- ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
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-
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- **3. بيئة التطوير للأوامر**: واجهة بيئة التطوير المبتكرة لصياغة الأم�� ومقارنة أداء النموذج، وإضافة ميزات إضافية مثل تحويل النص إلى كلام إلى تطبيق قائم على الدردشة.
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-
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- **4. خط أنابيب RAG**: قدرات RAG الواسعة التي تغطي كل شيء من استيعاب الوثائق إلى الاسترجاع، مع الدعم الفوري لاستخراج النص من ملفات PDF و PPT وتنسيقات الوثائق الشائعة الأخرى.
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-
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- **5. قدرات الوكيل**: يمكنك تعريف الوكلاء بناءً على أمر وظيفة LLM أو ReAct، وإضافة أدوات مدمجة أو مخصصة للوكيل. توفر Dify أكثر من 50 أداة مدمجة لوكلاء الذكاء الاصطناعي، مثل البحث في Google و DALL·E وStable Diffusion و WolframAlpha.
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-
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- **6. الـ LLMOps**: راقب وتحلل سجلات التطبيق والأداء على مر الزمن. يمكنك تحسين الأوامر والبيانات والنماذج باستمرار استنادًا إلى البيانات الإنتاجية والتعليقات.
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-
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- **7.الواجهة الخلفية (Backend) كخدمة**: تأتي جميع عروض Dify مع APIs مطابقة، حتى يمكنك دمج Dify بسهولة في منطق أعمالك الخاص.
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- ## مقارنة الميزات
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- <table style="width: 100%;">
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- <tr>
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- <th align="center">الميزة</th>
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- <th align="center">Dify.AI</th>
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- <th align="center">LangChain</th>
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- <th align="center">Flowise</th>
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- <th align="center">OpenAI Assistants API</th>
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- </tr>
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- <tr>
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- <td align="center">نهج البرمجة</td>
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- <td align="center">موجّه لـ تطبيق + واجهة برمجة تطبيق (API)</td>
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- <td align="center">برمجة Python</td>
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- <td align="center">موجه لتطبيق</td>
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- <td align="center">واجهة برمجة تطبيق (API)</td>
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- </tr>
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- <tr>
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- <td align="center">LLMs المدعومة</td>
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- <td align="center">تنوع غني</td>
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- <td align="center">تنوع غني</td>
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- <td align="center">تنوع غني</td>
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- <td align="center">فقط OpenAI</td>
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- </tr>
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- <tr>
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- <td align="center">محرك RAG</td>
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- <td align="center">✅</td>
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- <td align="center">✅</td>
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- <td align="center">✅</td>
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- <td align="center">✅</td>
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- </tr>
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- <tr>
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- <td align="center">الوكيل</td>
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- <td align="center">✅</td>
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- <td align="center">✅</td>
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- <td align="center">❌</td>
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- <td align="center">✅</td>
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- </tr>
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- <tr>
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- <td align="center">سير العمل</td>
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- <td align="center">✅</td>
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- <td align="center">❌</td>
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- <td align="center">✅</td>
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- <td align="center">❌</td>
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- </tr>
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- <tr>
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- <td align="center">الملاحظة</td>
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- <td align="center">✅</td>
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- <td align="center">✅</td>
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- <td align="center">❌</td>
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- <td align="center">❌</td>
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- </tr>
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- <tr>
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- <td align="center">ميزات الشركات (SSO / مراقبة الوصول)</td>
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- <td align="center">✅</td>
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- <td align="center">❌</td>
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- <td align="center">❌</td>
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- <td align="center">❌</td>
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- </tr>
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- <tr>
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- <td align="center">نشر محلي</td>
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- <td align="center">✅</td>
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- <td align="center">✅</td>
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- <td align="center">✅</td>
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- <td align="center">❌</td>
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- </tr>
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- </table>
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-
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- ## استخدام Dify
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- - **سحابة </br>**
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- نحن نستضيف [خدمة Dify Cloud](https://dify.ai) لأي شخص لتجربتها بدون أي إعدادات. توفر كل قدرات النسخة التي تمت استضافتها ذاتيًا، وتتضمن 200 أمر GPT-4 مجانًا في خطة الصندوق الرملي.
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- - **استضافة ذاتية لنسخة المجتمع Dify</br>**
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- ابدأ سريعًا في تشغيل Dify في بيئتك باستخدام [دليل البدء السريع](#البدء السريع).
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- استخدم [توثيقنا](https://docs.dify.ai) للمزيد من المراجع والتعليمات الأعمق.
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- - **مشروع Dify للشركات / المؤسسات</br>**
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- نحن نوفر ميزات إضافية مركزة على الشركات. [جدول اجتماع معنا](https://cal.com/guchenhe/30min) أو [أرسل لنا بريدًا إلكترونيًا](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry) لمناقشة احتياجات الشركات. </br>
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- > بالنسبة للشركات الناشئة والشركات الصغيرة التي تستخدم خدمات AWS، تحقق من [Dify Premium على AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) ونشرها في شبكتك الخاصة على AWS VPC بنقرة واحدة. إنها عرض AMI بأسعار معقولة مع خيار إنشاء تطبيقات بشعار وعلامة تجارية مخصصة.
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- ## البقاء قدمًا
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- قم بإضافة نجمة إلى Dify على GitHub وتلق تنبيهًا فوريًا بالإصدارات الجديدة.
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- ![نجمنا](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
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- ## البداية السريعة
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- > قبل تثبيت Dify، تأكد من أن جهازك يلبي الحد الأدنى من متطلبات النظام التالية:
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- >
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- >- معالج >= 2 نواة
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- >- ذاكرة وصول عشوائي (RAM) >= 4 جيجابايت
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- </br>
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- أسهل طريقة لبدء تشغيل خادم Dify هي تشغيل ملف [docker-compose.yml](docker/docker-compose.yaml) الخاص بنا. قبل تشغيل أمر التثبيت، تأكد من تثبيت [Docker](https://docs.docker.com/get-docker/) و [Docker Compose](https://docs.docker.com/compose/install/) على جهازك:
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- ```bash
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- cp .env.example .env
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- docker compose up -d
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- ```
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- بعد التشغيل، يمكنك الوصول إلى لوحة تحكم Dify في متصفحك على [http://localhost/install](http://localhost/install) وبدء عملية التهيئة.
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- > إذا كنت ترغب في المساهمة في Dify أو القيام بتطوير إضافي، فانظر إلى [دليلنا للنشر من الشفرة (code) المصدرية](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
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- ## الخطوات التالية
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- إذا كنت بحاجة إلى تخصيص الإعدادات، فيرجى الرجوع إلى التعليقات في ملف [.env.example](docker/.env.example) وتحديث القيم المقابلة في ملف `.env`. بالإضافة إلى ذلك، قد تحتاج إلى إجراء تعديلات على ملف `docker-compose.yaml` نفسه، مثل تغيير إصدارات الصور أو تعيينات المنافذ أو نقاط تحميل وحدات التخزين، بناءً على بيئة النشر ومتطلباتك الخاصة. بعد إجراء أي تغييرات، يرجى إعادة تشغيل `docker-compose up -d`. يمكنك العثور على قائمة كاملة بمتغيرات البيئة المتاحة [هنا](https://docs.dify.ai/getting-started/install-self-hosted/environments).
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- يوجد مجتمع خاص بـ [Helm Charts](https://helm.sh/) وملفات YAML التي تسمح بتنفيذ Dify على Kubernetes للنظام من الإيجابيات العلوية.
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- - [رسم بياني Helm من قبل @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
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- - [رسم بياني Helm من قبل @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
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- - [ملف YAML من قبل @Winson-030](https://github.com/Winson-030/dify-kubernetes)
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- #### استخدام Terraform للتوزيع
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- انشر Dify إلى منصة السحابة بنقرة واحدة باستخدام [terraform](https://www.terraform.io/)
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- ##### Azure Global
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- - [Azure Terraform بواسطة @nikawang](https://github.com/nikawang/dify-azure-terraform)
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- ##### Google Cloud
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- - [Google Cloud Terraform بواسطة @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
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- ## المساهمة
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- لأولئك الذين يرغبون في المساهمة، انظر إلى [دليل المساهمة](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) لدينا.
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- في الوقت نفسه، يرجى النظر في دعم Dify عن طريق مشاركته على وسائل التواصل الاجتماعي وفي الفعاليات والمؤتمرات.
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- > نحن نبحث عن مساهمين لمساعدة في ترجمة Dify إلى لغات أخرى غير اللغة الصينية المندرين أو الإنجليزية. إذا كنت مهتمًا بالمساعدة، يرجى الاطلاع على [README للترجمة](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) لمزيد من المعلومات، واترك لنا تعليقًا في قناة `global-users` على [خادم المجتمع على Discord](https://discord.gg/8Tpq4AcN9c).
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- **المساهمون**
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- <a href="https://github.com/langgenius/dify/graphs/contributors">
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- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
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- </a>
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-
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- ## المجتمع والاتصال
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- * [مناقشة Github](https://github.com/langgenius/dify/discussions). الأفضل لـ: مشاركة التعليقات وطرح الأسئلة.
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- * [المشكلات على GitHub](https://github.com/langgenius/dify/issues). الأفضل لـ: الأخطاء التي تواجهها في استخدام Dify.AI، واقتراحات الميزات. انظر [دليل المساهمة](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
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- * [Discord](https://discord.gg/FngNHpbcY7). الأفضل لـ: مشاركة تطبيقاتك والترفيه مع المجتمع.
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- * [تويتر](https://twitter.com/dify_ai). الأفضل لـ: مشاركة تطبيقاتك والترفيه مع المجتمع.
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- ## تاريخ النجمة
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-
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- [![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
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- ## الكشف عن الأمان
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- لحماية خصوصيتك، يرجى تجنب نشر مشكلات الأمان ��لى GitHub. بدلاً من ذلك، أرسل أسئلتك إلى [email protected] وسنقدم لك إجابة أكثر تفصيلاً.
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- ## الرخصة
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- هذا المستودع متاح تحت [رخصة البرنامج الحر Dify](LICENSE)، والتي تعتبر بشكل أساسي Apache 2.0 مع بعض القيود الإضافية.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- <div align="center">
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- <a href="https://cloud.dify.ai">Dify 云服务</a> ·
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- <a href="https://docs.dify.ai/getting-started/install-self-hosted">自托管</a> ·
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- <a href="https://docs.dify.ai">文档</a> ·
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- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">(需用英文)常见问题解答 / 联系团队</a>
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- </div>
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-
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- <p align="center">
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- <a href="https://dify.ai" target="_blank">
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- <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
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- <a href="https://dify.ai/pricing" target="_blank">
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- <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
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- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
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- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
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- alt="chat on Discord"></a>
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- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
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- <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
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- alt="follow on X(Twitter)"></a>
21
- <a href="https://hub.docker.com/u/langgenius" target="_blank">
22
- <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
23
- <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
24
- <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
25
- <a href="https://github.com/langgenius/dify/" target="_blank">
26
- <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
27
- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
28
- <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
29
- </p>
30
-
31
- <div align="center">
32
- <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
33
- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
34
- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
35
- <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
36
- <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
37
- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
38
- <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
39
- <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
40
- <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
41
- <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
42
- </div>
43
-
44
-
45
- #
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-
47
- <div align="center">
48
- <a href="https://trendshift.io/repositories/2152" target="_blank"><img src="https://trendshift.io/api/badge/repositories/2152" alt="langgenius%2Fdify | 趋势转变" style="width: 250px; height: 55px;" width="250" height="55"/></a>
49
- </div>
50
-
51
- Dify 是一个开源的 LLM 应用开发平台。其直观的界面结合了 AI 工作流、RAG 管道、Agent、模型管理、可观测性功能等,让您可以快速从原型到生产。以下是其核心功能列表:
52
- </br> </br>
53
-
54
- **1. 工作流**:
55
- 在画布上构建和测试功能强大的 AI 工作流程,利用以下所有功能以及更多功能。
56
-
57
-
58
- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
59
-
60
-
61
-
62
- **2. 全面的模型支持**:
63
- 与数百种专有/开源 LLMs 以及数十种推理提供商和自托管解决方案无缝集成,涵盖 GPT、Mistral、Llama3 以及任何与 OpenAI API 兼容的模型。完整的支持模型提供商列表可在[此处](https://docs.dify.ai/getting-started/readme/model-providers)找到。
64
-
65
- ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
66
-
67
-
68
- **3. Prompt IDE**:
69
- 用于制作提示、比较模型性能以及向基于聊天的应用程序添加其他功能(如文本转语音)的直观界面。
70
-
71
- **4. RAG Pipeline**:
72
- 广泛的 RAG 功能,涵盖从文档摄入到检索的所有内容,支持从 PDF、PPT 和其他常见文档格式中提取文本的开箱即用的支持。
73
-
74
- **5. Agent 智能体**:
75
- 您可以基于 LLM 函数调用或 ReAct 定义 Agent,并为 Agent ���加预构建或自定义工具。Dify 为 AI Agent 提供了50多种内置工具,如谷歌搜索、DALL·E、Stable Diffusion 和 WolframAlpha 等。
76
-
77
- **6. LLMOps**:
78
- 随时间监视和分析应用程序日志和性能。您可以根据生产数据和标注持续改进提示、数据集和模型。
79
-
80
- **7. 后端即服务**:
81
- 所有 Dify 的功能都带有相应的 API,因此您可以轻松地将 Dify 集成到自己的业务逻辑中。
82
-
83
-
84
- ## 功能比较
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- <table style="width: 100%;">
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- <tr>
87
- <th align="center">功能</th>
88
- <th align="center">Dify.AI</th>
89
- <th align="center">LangChain</th>
90
- <th align="center">Flowise</th>
91
- <th align="center">OpenAI Assistant API</th>
92
- </tr>
93
- <tr>
94
- <td align="center">编程方法</td>
95
- <td align="center">API + 应用程序导向</td>
96
- <td align="center">Python 代码</td>
97
- <td align="center">应用程序导向</td>
98
- <td align="center">API 导向</td>
99
- </tr>
100
- <tr>
101
- <td align="center">支持的 LLMs</td>
102
- <td align="center">丰富多样</td>
103
- <td align="center">丰富多样</td>
104
- <td align="center">丰富多样</td>
105
- <td align="center">仅限 OpenAI</td>
106
- </tr>
107
- <tr>
108
- <td align="center">RAG引擎</td>
109
- <td align="center">✅</td>
110
- <td align="center">✅</td>
111
- <td align="center">✅</td>
112
- <td align="center">✅</td>
113
- </tr>
114
- <tr>
115
- <td align="center">Agent</td>
116
- <td align="center">✅</td>
117
- <td align="center">✅</td>
118
- <td align="center">❌</td>
119
- <td align="center">✅</td>
120
- </tr>
121
- <tr>
122
- <td align="center">工作流</td>
123
- <td align="center">✅</td>
124
- <td align="center">❌</td>
125
- <td align="center">✅</td>
126
- <td align="center">❌</td>
127
- </tr>
128
- <tr>
129
- <td align="center">可观测性</td>
130
- <td align="center">✅</td>
131
- <td align="center">✅</td>
132
- <td align="center">❌</td>
133
- <td align="center">❌</td>
134
- </tr>
135
- <tr>
136
- <td align="center">企业功能(SSO/访问控制)</td>
137
- <td align="center">✅</td>
138
- <td align="center">❌</td>
139
- <td align="center">❌</td>
140
- <td align="center">❌</td>
141
- </tr>
142
- <tr>
143
- <td align="center">本地部署</td>
144
- <td align="center">✅</td>
145
- <td align="center">✅</td>
146
- <td align="center">✅</td>
147
- <td align="center">❌</td>
148
- </tr>
149
- </table>
150
-
151
- ## 使用 Dify
152
-
153
- - **云 </br>**
154
- 我们提供[ Dify 云服务](https://dify.ai),任何人都可以零设置尝试。它提供了自部署版本的所有功能,并在沙盒计划中包含 200 次免费的 GPT-4 调用。
155
-
156
- - **自托管 Dify 社区版</br>**
157
- 使用这个[入门指南](#快速启动)快速在您的环境中运行 Dify。
158
- 使用我们的[文档](https://docs.dify.ai)进行进一步的参考和更深入的说明。
159
-
160
- - **面向企业/组织的 Dify</br>**
161
- 我们提供额外的面向企业的功能。[给我们发送电子邮件](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry)讨论企业需求。 </br>
162
- > 对于使用 AWS 的初创公司和中小型企业,请查看 [AWS Marketplace 上的 Dify 高级版](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6),并使用一键部署到您自己的 AWS VPC。它是一个价格实惠的 AMI 产品,提供了使用自定义徽标和品牌创建应用程序的选项。
163
-
164
- ## 保持领先
165
-
166
- 在 GitHub 上给 Dify Star,并立即收到新版本的通知。
167
-
168
- ![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
169
-
170
- ## 安装社区版
171
-
172
- ### 系统要求
173
-
174
- 在安装 Dify 之前,请确保您的机器满足以下最低系统要求:
175
-
176
- - CPU >= 2 Core
177
- - RAM >= 4 GiB
178
-
179
- ### 快速启动
180
-
181
- 启动 Dify 服务器的最简单方法是运行我们的 [docker-compose.yml](docker/docker-compose.yaml) 文件。在运行安装命令之前,请确保您的机器上安装了 [Docker](https://docs.docker.com/get-docker/) 和 [Docker Compose](https://docs.docker.com/compose/install/):
182
-
183
- ```bash
184
- cd docker
185
- cp .env.example .env
186
- docker compose up -d
187
- ```
188
-
189
- 运行后,可以在浏览器上访问 [http://localhost/install](http://localhost/install) 进入 Dify 控制台并开始初始化安装操作。
190
-
191
- ### 自定义配置
192
-
193
- 如果您需要自定义配置,请参考 [.env.example](docker/.env.example) 文件中的注释,并更新 `.env` 文件中对应的值。此外,您可能需要根据您的具体部署环境和需求对 `docker-compose.yaml` 文件本身进行调整,例如更改镜像版本、端口映射或卷挂载。完成任何更改后,请重新运行 `docker-compose up -d`。您可以在[此处](https://docs.dify.ai/getting-started/install-self-hosted/environments)找到可用环境变量的完整列表。
194
-
195
- #### 使用 Helm Chart 部署
196
-
197
- 使用 [Helm Chart](https://helm.sh/) 版本或者 YAML 文件,可以在 Kubernetes 上部署 Dify。
198
-
199
- - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
200
- - [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
201
- - [YAML 文件 by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
202
-
203
- #### 使用 Terraform 部署
204
-
205
- 使用 [terraform](https://www.terraform.io/) 一键将 Dify 部署到云平台
206
-
207
- ##### Azure Global
208
- - [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
209
-
210
- ##### Google Cloud
211
- - [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
212
-
213
- ## Star History
214
-
215
- [![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
216
-
217
-
218
- ## Contributing
219
-
220
- 对于那些想要贡献代码的人,请参阅我们的[贡献指南](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)。
221
- 同时,请考虑通过社交媒体、活动和会议来支持 Dify 的分享。
222
-
223
- > 我们正在寻找贡献者来帮助将Dify翻译成除了中文和英文之外的其他语言。如果您有兴趣帮助,请参阅我们的[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md)获取更多信息,并在我们的[Discord社区服务器](https://discord.gg/8Tpq4AcN9c)的`global-users`频道中留言。
224
-
225
- **Contributors**
226
-
227
- <a href="https://github.com/langgenius/dify/graphs/contributors">
228
- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
229
- </a>
230
-
231
- ## 社区与支持
232
-
233
- 我们欢迎您为 Dify 做出贡献,以帮助改善 Dify。包括:提交代码、问题、新想法,或分享您基于 Dify 创建的有趣且有用的 AI 应用程序。同时,我们也欢迎您在不同的活动、会议和社交媒体上分享 Dify。
234
-
235
- - [Github Discussion](https://github.com/langgenius/dify/discussions). 👉:分享您的应用程序并与社区交流。
236
- - [GitHub Issues](https://github.com/langgenius/dify/issues)。👉:使用 Dify.AI 时遇到的错误和问题,请参阅[贡献指南](CONTRIBUTING.md)。
237
- - [电子邮件支持](mailto:[email protected]?subject=[GitHub]Questions%20About%20Dify)。👉:关于使用 Dify.AI 的问题。
238
- - [Discord](https://discord.gg/FngNHpbcY7)。👉:分享您的应用程序并与社区交流。
239
- - [X(Twitter)](https://twitter.com/dify_ai)。👉:分享您的应用程序并与社区交流。
240
- - [商业许可](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry)。👉:有关商业用途许可 Dify.AI 的商业咨询。
241
- - [微信]() 👉:扫描下方二维码,添加微信好友,备注 Dify,我们将邀请您加入 Dify 社区。
242
- <img src="./images/wechat.png" alt="wechat" width="100"/>
243
-
244
- ## 安全问题
245
-
246
- 为了保护您的隐私,请避免在 GitHub 上发布安全问题。发送问题至 [email protected],我们将为您做更细致的解答。
247
-
248
- ## License
249
-
250
- 本仓库遵循 [Dify Open Source License](LICENSE) 开源协议,该许可证本质上是 Apache 2.0,但有一些额外的限制。
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README_ES.md DELETED
@@ -1,247 +0,0 @@
1
- ![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
2
-
3
- <p align="center">
4
- <a href="https://cloud.dify.ai">Dify Cloud</a> ·
5
- <a href="https://docs.dify.ai/getting-started/install-self-hosted">Auto-alojamiento</a> ·
6
- <a href="https://docs.dify.ai">Documentación</a> ·
7
- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Consultas empresariales (en inglés)</a>
8
- </p>
9
-
10
- <p align="center">
11
- <a href="https://dify.ai" target="_blank">
12
- <img alt="Insignia Estática" src="https://img.shields.io/badge/Producto-F04438"></a>
13
- <a href="https://dify.ai/pricing" target="_blank">
14
- <img alt="Insignia Estática" src="https://img.shields.io/badge/gratis-precios?logo=gratis&color=%20%23155EEF&label=precios&labelColor=%20%23528bff"></a>
15
- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
16
- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
17
- alt="chat en Discord"></a>
18
- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
19
- <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
20
- alt="seguir en X(Twitter)"></a>
21
- <a href="https://hub.docker.com/u/langgenius" target="_blank">
22
- <img alt="Descargas de Docker" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
23
- <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
24
- <img alt="Actividad de Commits el último mes" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
25
- <a href="https://github.com/langgenius/dify/" target="_blank">
26
- <img alt="Issues cerrados" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20cerrados&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
27
- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
28
- <img alt="Publicaciones de discusión" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
29
- </p>
30
-
31
- <p align="center">
32
- <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
33
- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
34
- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
35
- <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
36
- <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
37
- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
38
- <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
39
- <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
40
- <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
41
- <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
42
- </p>
43
-
44
- #
45
-
46
- <p align="center">
47
- <a href="https://trendshift.io/repositories/2152" target="_blank"><img src="https://trendshift.io/api/badge/repositories/2152" alt="langgenius%2Fdify | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
48
- </p>
49
- Dify es una plataforma de desarrollo de aplicaciones de LLM de código abierto. Su interfaz intuitiva combina flujo de trabajo de IA, pipeline RAG, capacidades de agente, gestión de modelos, características de observabilidad y más, lo que le permite pasar rápidamente de un prototipo a producción. Aquí hay una lista de las características principales:
50
- </br> </br>
51
-
52
- **1. Flujo de trabajo**:
53
- Construye y prueba potentes flujos de trabajo de IA en un lienzo visual, aprovechando todas las siguientes características y más.
54
-
55
-
56
- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
57
-
58
-
59
-
60
- **2. Soporte de modelos completo**:
61
- Integración perfecta con cientos de LLMs propietarios / de código abierto de docenas de proveedores de inferencia y soluciones auto-alojadas, que cubren GPT, Mistral, Llama3 y cualquier modelo compatible con la API de OpenAI. Se puede encontrar una lista completa de proveedores de modelos admitidos [aquí](https://docs.dify.ai/getting-started/readme/model-providers).
62
-
63
- ![proveedores-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
64
-
65
-
66
- **3. IDE de prompt**:
67
- Interfaz intuitiva para crear prompts, comparar el rendimiento del modelo y agregar características adicionales como texto a voz a una aplicación basada en chat.
68
-
69
- **4. Pipeline RAG**:
70
- Amplias capacidades de RAG que cubren todo, desde la ingestión de documentos hasta la recuperación, con soporte listo para usar para la extracción de texto de PDF, PPT y otros formatos de documento comunes.
71
-
72
- **5. Capacidades de agente**:
73
- Puedes definir agent
74
-
75
- es basados en LLM Function Calling o ReAct, y agregar herramientas preconstruidas o personalizadas para el agente. Dify proporciona más de 50 herramientas integradas para agentes de IA, como Búsqueda de Google, DALL·E, Difusión Estable y WolframAlpha.
76
-
77
- **6. LLMOps**:
78
- Supervisa y analiza registros de aplicaciones y rendimiento a lo largo del tiempo. Podrías mejorar continuamente prompts, conjuntos de datos y modelos basados en datos de producción y anotaciones.
79
-
80
- **7. Backend como servicio**:
81
- Todas las ofertas de Dify vienen con APIs correspondientes, por lo que podrías integrar Dify sin esfuerzo en tu propia lógica empresarial.
82
-
83
-
84
- ## Comparación de características
85
- <table style="width: 100%;">
86
- <tr>
87
- <th align="center">Característica</th>
88
- <th align="center">Dify.AI</th>
89
- <th align="center">LangChain</th>
90
- <th align="center">Flowise</th>
91
- <th align="center">API de Asistentes de OpenAI</th>
92
- </tr>
93
- <tr>
94
- <td align="center">Enfoque de programación</td>
95
- <td align="center">API + orientado a la aplicación</td>
96
- <td align="center">Código Python</td>
97
- <td align="center">Orientado a la aplicación</td>
98
- <td align="center">Orientado a la API</td>
99
- </tr>
100
- <tr>
101
- <td align="center">LLMs admitidos</td>
102
- <td align="center">Gran variedad</td>
103
- <td align="center">Gran variedad</td>
104
- <td align="center">Gran variedad</td>
105
- <td align="center">Solo OpenAI</td>
106
- </tr>
107
- <tr>
108
- <td align="center">Motor RAG</td>
109
- <td align="center">✅</td>
110
- <td align="center">✅</td>
111
- <td align="center">✅</td>
112
- <td align="center">✅</td>
113
- </tr>
114
- <tr>
115
- <td align="center">Agente</td>
116
- <td align="center">✅</td>
117
- <td align="center">✅</td>
118
- <td align="center">❌</td>
119
- <td align="center">✅</td>
120
- </tr>
121
- <tr>
122
- <td align="center">Flujo de trabajo</td>
123
- <td align="center">✅</td>
124
- <td align="center">❌</td>
125
- <td align="center">✅</td>
126
- <td align="center">❌</td>
127
- </tr>
128
- <tr>
129
- <td align="center">Observabilidad</td>
130
- <td align="center">✅</td>
131
- <td align="center">✅</td>
132
- <td align="center">❌</td>
133
- <td align="center">❌</td>
134
- </tr>
135
- <tr>
136
- <td align="center">Característica empresarial (SSO/Control de acceso)</td>
137
- <td align="center">✅</td>
138
- <td align="center">❌</td>
139
- <td align="center">❌</td>
140
- <td align="center">❌</td>
141
- </tr>
142
- <tr>
143
- <td align="center">Implementación local</td>
144
- <td align="center">✅</td>
145
- <td align="center">✅</td>
146
- <td align="center">✅</td>
147
- <td align="center">❌</td>
148
- </tr>
149
- </table>
150
-
151
- ## Usando Dify
152
-
153
- - **Nube </br>**
154
- Hospedamos un servicio [Dify Cloud](https://dify.ai) para que cualquiera lo pruebe sin configuración. Proporciona todas las capacidades de la versión autoimplementada e incluye 200 llamadas gratuitas a GPT-4 en el plan sandbox.
155
-
156
- - **Auto-alojamiento de Dify Community Edition</br>**
157
- Pon rápidamente Dify en funcionamiento en tu entorno con esta [guía de inicio rápido](#quick-start).
158
- Usa nuestra [documentación](https://docs.dify.ai) para más referencias e instrucciones más detalladas.
159
-
160
- - **Dify para Empresas / Organizaciones</br>**
161
- Proporcionamos características adicionales centradas en la empresa. [Envíanos un correo electrónico](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry) para discutir las necesidades empresariales. </br>
162
- > Para startups y pequeñas empresas que utilizan AWS, echa un vistazo a [Dify Premium en AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) e impleméntalo en tu propio VPC de AWS con un clic. Es una AMI asequible que ofrece la opción de crear aplicaciones con logotipo y marca personalizados.
163
-
164
-
165
- ## Manteniéndote al tanto
166
-
167
- Dale estrella a Dify en GitHub y serás notificado instantáneamente de las nuevas versiones.
168
-
169
- ![danos estrella](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
170
-
171
-
172
-
173
- ## Inicio Rápido
174
- > Antes de instalar Dify, asegúrate de que tu máquina cumpla con los siguientes requisitos mínimos del sistema:
175
- >
176
- >- CPU >= 2 núcleos
177
- >- RAM >= 4GB
178
-
179
- </br>
180
-
181
- La forma más fácil de iniciar el servidor de Dify es ejecutar nuestro archivo [docker-compose.yml](docker/docker-compose.yaml). Antes de ejecutar el comando de instalación, asegúrate de que [Docker](https://docs.docker.com/get-docker/) y [Docker Compose](https://docs.docker.com/compose/install/) estén instalados en tu máquina:
182
-
183
- ```bash
184
- cd docker
185
- cp .env.example .env
186
- docker compose up -d
187
- ```
188
-
189
- Después de ejecutarlo, puedes acceder al panel de control de Dify en tu navegador en [http://localhost/install](http://localhost/install) y comenzar el proceso de inicialización.
190
-
191
- > Si deseas contribuir a Dify o realizar desarrollo adicional, consulta nuestra [guía para implementar desde el código fuente](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
192
-
193
- ## Próximos pasos
194
-
195
- Si necesita personalizar la configuración, consulte los comentarios en nuestro archivo [.env.example](docker/.env.example) y actualice los valores correspondientes en su archivo `.env`. Además, es posible que deba realizar ajustes en el propio archivo `docker-compose.yaml`, como cambiar las versiones de las imágenes, las asignaciones de puertos o los montajes de volúmenes, según su entorno de implementación y requisitos específicos. Después de realizar cualquier cambio, vuelva a ejecutar `docker-compose up -d`. Puede encontrar la lista completa de variables de entorno disponibles [aquí](https://docs.dify.ai/getting-started/install-self-hosted/environments).
196
-
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- . Después de realizar los cambios, ejecuta `docker-compose up -d` nuevamente. Puedes ver la lista completa de variables de entorno [aquí](https://docs.dify.ai/getting-started/install-self-hosted/environments).
198
-
199
- Si desea configurar una configuración de alta disponibilidad, la comunidad proporciona [Gráficos Helm](https://helm.sh/) y archivos YAML, a través de los cuales puede desplegar Dify en Kubernetes.
200
-
201
- - [Gráfico Helm por @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
202
- - [Gráfico Helm por @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
203
- - [Ficheros YAML por @Winson-030](https://github.com/Winson-030/dify-kubernetes)
204
-
205
- #### Uso de Terraform para el despliegue
206
-
207
- Despliega Dify en una plataforma en la nube con un solo clic utilizando [terraform](https://www.terraform.io/)
208
-
209
- ##### Azure Global
210
- - [Azure Terraform por @nikawang](https://github.com/nikawang/dify-azure-terraform)
211
-
212
- ##### Google Cloud
213
- - [Google Cloud Terraform por @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
214
-
215
- ## Contribuir
216
-
217
- Para aquellos que deseen contribuir con código, consulten nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
218
- Al mismo tiempo, considera apoyar a Dify compartiéndolo en redes sociales y en eventos y conferencias.
219
-
220
-
221
- > Estamos buscando colaboradores para ayudar con la traducción de Dify a idiomas que no sean el mandarín o el inglés. Si estás interesado en ayudar, consulta el [README de i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) para obtener más información y déjanos un comentario en el canal `global-users` de nuestro [Servidor de Comunidad en Discord](https://discord.gg/8Tpq4AcN9c).
222
-
223
- **Contribuidores**
224
-
225
- <a href="https://github.com/langgenius/dify/graphs/contributors">
226
- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
227
- </a>
228
-
229
- ## Comunidad y Contacto
230
-
231
- * [Discusión en GitHub](https://github.com/langgenius/dify/discussions). Lo mejor para: compartir comentarios y hacer preguntas.
232
- * [Reporte de problemas en GitHub](https://github.com/langgenius/dify/issues). Lo mejor para: errores que encuentres usando Dify.AI y propuestas de características. Consulta nuestra [Guía de contribución](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
233
- * [Discord](https://discord.gg/FngNHpbcY7). Lo mejor para: compartir tus aplicaciones y pasar el rato con la comunidad.
234
- * [X(Twitter)](https://twitter.com/dify_ai). Lo mejor para: compartir tus aplicaciones y pasar el rato con la comunidad.
235
-
236
- ## Historial de Estrellas
237
-
238
- [![Gráfico de Historial de Estrellas](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
239
-
240
-
241
- ## Divulgación de Seguridad
242
-
243
- Para proteger tu privacidad, evita publicar problemas de seguridad en GitHub. En su lugar, envía tus preguntas a [email protected] y te proporcionaremos una respuesta más detallada.
244
-
245
- ## Licencia
246
-
247
- Este repositorio está disponible bajo la [Licencia de Código Abierto de Dify](LICENSE), que es esencialmente Apache 2.0 con algunas restricciones adicionales.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README_FR.md DELETED
@@ -1,245 +0,0 @@
1
- ![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
2
-
3
- <p align="center">
4
- <a href="https://cloud.dify.ai">Dify Cloud</a> ·
5
- <a href="https://docs.dify.ai/getting-started/install-self-hosted">Auto-hébergement</a> ·
6
- <a href="https://docs.dify.ai">Documentation</a> ·
7
- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Demande d’entreprise (en anglais seulement)</a>
8
- </p>
9
-
10
- <p align="center">
11
- <a href="https://dify.ai" target="_blank">
12
- <img alt="Badge statique" src="https://img.shields.io/badge/Produit-F04438"></a>
13
- <a href="https://dify.ai/pricing" target="_blank">
14
- <img alt="Badge statique" src="https://img.shields.io/badge/gratuit-Tarification?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
15
- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
16
- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
17
- alt="chat sur Discord"></a>
18
- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
19
- <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
20
- alt="suivre sur X(Twitter)"></a>
21
- <a href="https://hub.docker.com/u/langgenius" target="_blank">
22
- <img alt="Tirages Docker" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
23
- <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
24
- <img alt="Commits le mois dernier" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
25
- <a href="https://github.com/langgenius/dify/" target="_blank">
26
- <img alt="Problèmes fermés" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
27
- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
28
- <img alt="Messages de discussion" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
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- </p>
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-
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- <p align="center">
32
- <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
33
- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
34
- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
35
- <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
36
- <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
37
- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
38
- <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
39
- <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
40
- <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
41
- <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
42
- </p>
43
-
44
- #
45
-
46
- <p align="center">
47
- <a href="https://trendshift.io/repositories/2152" target="_blank"><img src="https://trendshift.io/api/badge/repositories/2152" alt="langgenius%2Fdify | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
48
- </p>
49
- Dify est une plateforme de développement d'applications LLM open source. Son interface intuitive combine un flux de travail d'IA, un pipeline RAG, des capacités d'agent, une gestion de modèles, des fonctionnalités d'observabilité, et plus encore, vous permettant de passer rapidement du prototype à la production. Voici une liste des fonctionnalités principales:
50
- </br> </br>
51
-
52
- **1. Flux de travail**:
53
- Construisez et testez des flux de travail d'IA puissants sur un canevas visuel, en utilisant toutes les fonctionnalités suivantes et plus encore.
54
-
55
-
56
- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
57
-
58
-
59
-
60
- **2. Prise en charge complète des modèles**:
61
- Intégration transparente avec des centaines de LLM propriétaires / open source provenant de dizaines de fournisseurs d'inférence et de solutions auto-hébergées, couvrant GPT, Mistral, Llama3, et tous les modèles compatibles avec l'API OpenAI. Une liste complète des fournisseurs de modèles pris en charge se trouve [ici](https://docs.dify.ai/getting-started/readme/model-providers).
62
-
63
- ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
64
-
65
-
66
- **3. IDE de prompt**:
67
- Interface intuitive pour créer des prompts, comparer les performances des modèles et ajouter des fonctionnalités supplémentaires telles que la synthèse vocale à une application basée sur des chats.
68
-
69
- **4. Pipeline RAG**:
70
- Des capacités RAG étendues qui couvrent tout, de l'ingestion de documents à la récupération, avec un support prêt à l'emploi pour l'extraction de texte à partir de PDF, PPT et autres formats de document courants.
71
-
72
- **5. Capac
73
-
74
- ités d'agent**:
75
- Vous pouvez définir des agents basés sur l'appel de fonction LLM ou ReAct, et ajouter des outils pré-construits ou personnalisés pour l'agent. Dify fournit plus de 50 outils intégrés pour les agents d'IA, tels que la recherche Google, DALL·E, Stable Diffusion et WolframAlpha.
76
-
77
- **6. LLMOps**:
78
- Surveillez et analysez les journaux d'application et les performances au fil du temps. Vous pouvez continuellement améliorer les prompts, les ensembles de données et les modèles en fonction des données de production et des annotations.
79
-
80
- **7. Backend-as-a-Service**:
81
- Toutes les offres de Dify sont accompagnées d'API correspondantes, vous permettant d'intégrer facilement Dify dans votre propre logique métier.
82
-
83
-
84
- ## Comparaison des fonctionnalités
85
- <table style="width: 100%;">
86
- <tr>
87
- <th align="center">Fonctionnalité</th>
88
- <th align="center">Dify.AI</th>
89
- <th align="center">LangChain</th>
90
- <th align="center">Flowise</th>
91
- <th align="center">OpenAI Assistants API</th>
92
- </tr>
93
- <tr>
94
- <td align="center">Approche de programmation</td>
95
- <td align="center">API + Application</td>
96
- <td align="center">Code Python</td>
97
- <td align="center">Application</td>
98
- <td align="center">API</td>
99
- </tr>
100
- <tr>
101
- <td align="center">LLMs pris en charge</td>
102
- <td align="center">Grande variété</td>
103
- <td align="center">Grande variété</td>
104
- <td align="center">Grande variété</td>
105
- <td align="center">Uniquement OpenAI</td>
106
- </tr>
107
- <tr>
108
- <td align="center">Moteur RAG</td>
109
- <td align="center">✅</td>
110
- <td align="center">✅</td>
111
- <td align="center">✅</td>
112
- <td align="center">✅</td>
113
- </tr>
114
- <tr>
115
- <td align="center">Agent</td>
116
- <td align="center">✅</td>
117
- <td align="center">✅</td>
118
- <td align="center">❌</td>
119
- <td align="center">✅</td>
120
- </tr>
121
- <tr>
122
- <td align="center">Flux de travail</td>
123
- <td align="center">✅</td>
124
- <td align="center">❌</td>
125
- <td align="center">✅</td>
126
- <td align="center">❌</td>
127
- </tr>
128
- <tr>
129
- <td align="center">Observabilité</td>
130
- <td align="center">✅</td>
131
- <td align="center">✅</td>
132
- <td align="center">❌</td>
133
- <td align="center">❌</td>
134
- </tr>
135
- <tr>
136
- <td align="center">Fonctionnalité d'entreprise (SSO/Contrôle d'accès)</td>
137
- <td align="center">✅</td>
138
- <td align="center">❌</td>
139
- <td align="center">❌</td>
140
- <td align="center">❌</td>
141
- </tr>
142
- <tr>
143
- <td align="center">Déploiement local</td>
144
- <td align="center">✅</td>
145
- <td align="center">✅</td>
146
- <td align="center">✅</td>
147
- <td align="center">❌</td>
148
- </tr>
149
- </table>
150
-
151
- ## Utiliser Dify
152
-
153
- - **Cloud </br>**
154
- Nous hébergeons un service [Dify Cloud](https://dify.ai) pour que tout le monde puisse l'essayer sans aucune configuration. Il fournit toutes les capacités de la version auto-hébergée et comprend 200 appels GPT-4 gratuits dans le plan bac à sable.
155
-
156
- - **Auto-hébergement Dify Community Edition</br>**
157
- Lancez rapidement Dify dans votre environnement avec ce [guide de démarrage](#quick-start).
158
- Utilisez notre [documentation](https://docs.dify.ai) pour plus de références et des instructions plus détaillées.
159
-
160
- - **Dify pour les entreprises / organisations</br>**
161
- Nous proposons des fonctionnalités supplémentaires adaptées aux entreprises. [Envoyez-nous un e-mail](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry) pour discuter des besoins de l'entreprise. </br>
162
- > Pour les startups et les petites entreprises utilisant AWS, consultez [Dify Premium sur AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) et déployez-le dans votre propre VPC AWS en un clic. C'est une offre AMI abordable avec la possibilité de créer des applications avec un logo et une marque personnalisés.
163
-
164
-
165
- ## Rester en avance
166
-
167
- Mettez une étoile à Dify sur GitHub et soyez instantanément informé des nouvelles versions.
168
-
169
- ![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
170
-
171
-
172
-
173
- ## Démarrage rapide
174
- > Avant d'installer Dify, assurez-vous que votre machine répond aux exigences système minimales suivantes:
175
- >
176
- >- CPU >= 2 cœurs
177
- >- RAM >= 4 Go
178
-
179
- </br>
180
-
181
- La manière la plus simple de démarrer le serveur Dify est d'exécuter notre fichier [docker-compose.yml](docker/docker-compose.yaml). Avant d'exécuter la commande d'installation, assurez-vous que [Docker](https://docs.docker.com/get-docker/) et [Docker Compose](https://docs.docker.com/compose/install/) sont installés sur votre machine:
182
-
183
- ```bash
184
- cd docker
185
- cp .env.example .env
186
- docker compose up -d
187
- ```
188
-
189
- Après l'exécution, vous pouvez accéder au tableau de bord Dify dans votre navigateur à [http://localhost/install](http://localhost/install) et commencer le processus d'initialisation.
190
-
191
- > Si vous souhaitez contribuer à Dify ou effectuer un développement supplémentaire, consultez notre [guide de déploiement à partir du code source](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
192
-
193
- ## Prochaines étapes
194
-
195
- Si vous devez personnaliser la configuration, veuillez vous référer aux commentaires dans notre fichier [.env.example](docker/.env.example) et mettre à jour les valeurs correspondantes dans votre fichier `.env`. De plus, vous devrez peut-être apporter des modifications au fichier `docker-compose.yaml` lui-même, comme changer les versions d'image, les mappages de ports ou les montages de volumes, en fonction de votre environnement de déploiement et de vos exigences spécifiques. Après avoir effectué des modifications, veuillez réexécuter `docker-compose up -d`. Vous pouvez trouver la liste complète des variables d'environnement disponibles [ici](https://docs.dify.ai/getting-started/install-self-hosted/environments).
196
-
197
- Si vous souhaitez configurer une configuration haute disponibilité, la communauté fournit des [Helm Charts](https://helm.sh/) et des fichiers YAML, à travers lesquels vous pouvez déployer Dify sur Kubernetes.
198
-
199
- - [Helm Chart par @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
200
- - [Helm Chart par @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
201
- - [Fichier YAML par @Winson-030](https://github.com/Winson-030/dify-kubernetes)
202
-
203
- #### Utilisation de Terraform pour le déploiement
204
-
205
- Déployez Dify sur une plateforme cloud en un clic en utilisant [terraform](https://www.terraform.io/)
206
-
207
- ##### Azure Global
208
- - [Azure Terraform par @nikawang](https://github.com/nikawang/dify-azure-terraform)
209
-
210
- ##### Google Cloud
211
- - [Google Cloud Terraform par @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
212
-
213
- ## Contribuer
214
-
215
- Pour ceux qui souhaitent contribuer du code, consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
216
- Dans le même temps, veuillez envisager de soutenir Dify en le partageant sur les réseaux sociaux et lors d'événements et de conférences.
217
-
218
-
219
- > Nous recherchons des contributeurs pour aider à traduire Dify dans des langues autres que le mandarin ou l'anglais. Si vous êtes intéressé à aider, veuillez consulter le [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) pour plus d'informations, et laissez-nous un commentaire dans le canal `global-users` de notre [Serveur communautaire Discord](https://discord.gg/8Tpq4AcN9c).
220
-
221
- **Contributeurs**
222
-
223
- <a href="https://github.com/langgenius/dify/graphs/contributors">
224
- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
225
- </a>
226
-
227
- ## Communauté & Contact
228
-
229
- * [Discussion GitHub](https://github.com/langgenius/dify/discussions). Meilleur pour: partager des commentaires et poser des questions.
230
- * [Problèmes GitHub](https://github.com/langgenius/dify/issues). Meilleur pour: les bogues que vous rencontrez en utilisant Dify.AI et les propositions de fonctionnalités. Consultez notre [Guide de contribution](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
231
- * [Discord](https://discord.gg/FngNHpbcY7). Meilleur pour: partager vos applications et passer du temps avec la communauté.
232
- * [X(Twitter)](https://twitter.com/dify_ai). Meilleur pour: partager vos applications et passer du temps avec la communauté.
233
-
234
- ## Historique des étoiles
235
-
236
- [![Graphique de l'historique des étoiles](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
237
-
238
-
239
- ## Divulgation de sécurité
240
-
241
- Pour protéger votre vie privée, veuillez éviter de publier des problèmes de sécurité sur GitHub. Au lieu de cela, envoyez vos questions à [email protected] et nous vous fournirons une réponse plus détaillée.
242
-
243
- ## Licence
244
-
245
- Ce référentiel est disponible sous la [Licence open source Dify](LICENSE), qui est essentiellement l'Apache 2.0 avec quelques restrictions supplémentaires.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README_JA.md DELETED
@@ -1,237 +0,0 @@
1
- ![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
2
-
3
- <p align="center">
4
- <a href="https://cloud.dify.ai">Dify Cloud</a> ·
5
- <a href="https://docs.dify.ai/getting-started/install-self-hosted">セルフホスティング</a> ·
6
- <a href="https://docs.dify.ai">ドキュメント</a> ·
7
- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">企業のお問い合わせ(英語のみ)</a>
8
- </p>
9
-
10
- <p align="center">
11
- <a href="https://dify.ai" target="_blank">
12
- <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
13
- <a href="https://dify.ai/pricing" target="_blank">
14
- <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
15
- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
16
- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
17
- alt="Discordでチャット"></a>
18
- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
19
- <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
20
- alt="X(Twitter)でフォロー"></a>
21
- <a href="https://hub.docker.com/u/langgenius" target="_blank">
22
- <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
23
- <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
24
- <img alt="先月のコミット" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
25
- <a href="https://github.com/langgenius/dify/" target="_blank">
26
- <img alt="クローズされた問題" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
27
- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
28
- <img alt="ディスカッション投稿" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
29
- </p>
30
-
31
- <p align="center">
32
- <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
33
- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
34
- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
35
- <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
36
- <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
37
- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
38
- <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
39
- <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
40
- <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
41
- <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
42
- </p>
43
-
44
- #
45
-
46
- <p align="center">
47
- <a href="https://trendshift.io/repositories/2152" target="_blank"><img src="https://trendshift.io/api/badge/repositories/2152" alt="langgenius%2Fdify | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
48
- </p>
49
-
50
- DifyはオープンソースのLLMアプリケーション開発プラットフォームです。直感的なインターフェイスには、AIワークフロー、RAGパイプライン、エージェント機能、モデル管理、観測機能などが組み合わさっており、プロトタイプから生産まで迅速に進めることができます。以下の機能が含まれます:
51
- </br> </br>
52
-
53
- **1. ワークフロー**:
54
- 強力なAIワークフローをビジュアルキャンバス上で構築し、テストできます。すべての機能、および以下の機能を使用できます。
55
-
56
-
57
- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
58
-
59
-
60
-
61
- **2. 総合的なモデルサポート**:
62
- 数百ものプロプライエタリ/オープンソースのLLMと、数十もの推論プロバイダーおよびセルフホスティングソリューションとのシームレスな統合を提供します。GPT、Mistral、Llama3、OpenAI APIと互換性のあるすべてのモデルを統合されています。サポートされているモデルプロバイダーの完全なリストは[こちら](https://docs.dify.ai/getting-started/readme/model-providers)をご覧ください。
63
-
64
- ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
65
-
66
-
67
- **3. プロンプトIDE**:
68
- プロンプトの作成、モデルパフォーマンスの比較が行え、チャットベースのアプリに音声合成などの機能も追加できます。
69
-
70
- **4. RAGパイプライン**:
71
- ドキュメントの取り込みから検索までをカバーする広範なRAG機能ができます。ほかにもPDF、PPT、その他の一般的なドキュメントフォーマットからのテキスト抽出のサポートも提供します。
72
-
73
- **5. エージェント機能**:
74
- LLM Function CallingやReActに基づくエージェントの定義が可能で、AIエージェント用のプリビルトまたはカスタムツールを追加できます。Difyには、Google検索、DALL·E、Stable Diffusion、WolframAlphaなどのAIエージェント用の50以上の組み込みツールが提供します。
75
-
76
- **6. LLMOps**:
77
- アプリケーションのログやパフォーマンスを監視と分析し、生産のデータと注釈に基づいて、プロンプト、データセット、モデルを継続的に改善できます。
78
-
79
- **7. Backend-as-a-Service**:
80
- すべての機能はAPIを提供されており、Difyを自分のビジネスロジックに簡単に統合できます。
81
-
82
-
83
- ## 機能比較
84
- <table style="width: 100%;">
85
- <tr>
86
- <th align="center">機能</th>
87
- <th align="center">Dify.AI</th>
88
- <th align="center">LangChain</th>
89
- <th align="center">Flowise</th>
90
- <th align="center">OpenAI Assistants API</th>
91
- </tr>
92
- <tr>
93
- <td align="center">プログラミングアプローチ</td>
94
- <td align="center">API + アプリ指向</td>
95
- <td align="center">Pythonコード</td>
96
- <td align="center">アプリ指向</td>
97
- <td align="center">API指向</td>
98
- </tr>
99
- <tr>
100
- <td align="center">サポートされているLLM</td>
101
- <td align="center">バラエティ豊か</td>
102
- <td align="center">バラエティ豊か</td>
103
- <td align="center">バラエティ豊か</td>
104
- <td align="center">OpenAIのみ</td>
105
- </tr>
106
- <tr>
107
- <td align="center">RAGエンジン</td>
108
- <td align="center">✅</td>
109
- <td align="center">✅</td>
110
- <td align="center">✅</td>
111
- <td align="center">✅</td>
112
- </tr>
113
- <tr>
114
- <td align="center">エージェント</td>
115
- <td align="center">✅</td>
116
- <td align="center">✅</td>
117
- <td align="center">❌</td>
118
- <td align="center">✅</td>
119
- </tr>
120
- <tr>
121
- <td align="center">ワークフロー</td>
122
- <td align="center">✅</td>
123
- <td align="center">❌</td>
124
- <td align="center">✅</td>
125
- <td align="center">❌</td>
126
- </tr>
127
- <tr>
128
- <td align="center">観測性</td>
129
- <td align="center">✅</td>
130
- <td align="center">✅</td>
131
- <td align="center">❌</td>
132
- <td align="center">❌</td>
133
- </tr>
134
- <tr>
135
- <td align="center">エンタープライズ機能(SSO/アクセス制御)</td>
136
- <td align="center">✅</td>
137
- <td align="center">❌</td>
138
- <td align="center">❌</td>
139
- <td align="center">❌</td>
140
- </tr>
141
- <tr>
142
- <td align="center">ローカル展開</td>
143
- <td align="center">✅</td>
144
- <td align="center">✅</td>
145
- <td align="center">✅</td>
146
- <td align="center">❌</td>
147
- </tr>
148
- </table>
149
-
150
- ## Difyの使用方法
151
-
152
- - **クラウド </br>**
153
- [こちら](https://dify.ai)のDify Cloudサービスを利用して、セットアップ不要で試すことができます。サンドボックスプランには、200回のGPT-4呼び出しが無料で含まれています。
154
-
155
- - **Dify Community Editionのセルフホスティング</br>**
156
- この[スタートガイド](#quick-start)を使用して、ローカル環境でDifyを簡単に実行できます。
157
- 詳しくは[ドキュメント](https://docs.dify.ai)をご覧ください。
158
-
159
- - **企業/組織向けのDify</br>**
160
- 企業中心の機能を提供しています。[メールを送信](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry)して企業のニーズについて相談してください。 </br>
161
- > AWSを使用しているスタートアップ企業や中小企業の場合は、[AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6)のDify Premiumをチェックして、ワンクリックで自分のAWS VPCにデプロイできます。さらに、手頃な価格のAMIオファリングどして、ロゴやブランディングをカスタマイズしてアプリケーションを作成するオプションがあります。
162
-
163
-
164
- ## 最新の情報を入手
165
-
166
- GitHub上でDifyにスターを付けることで、Difyに関する新しいニュースを受け取れます。
167
-
168
- ![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
169
-
170
-
171
-
172
- ## クイックスタート
173
- > Difyをインストールする前に、お使いのマシンが以下の最小システム要件を満たしていることを確認してください:
174
- >
175
- >- CPU >= 2コア
176
- >- RAM >= 4GB
177
-
178
- </br>
179
-
180
- Difyサーバー��起動する最も簡単な方法は、[docker-compose.yml](docker/docker-compose.yaml)ファイルを実行することです。インストールコマンドを実行する前に、マシンに[Docker](https://docs.docker.com/get-docker/)と[Docker Compose](https://docs.docker.com/compose/install/)がインストールされていることを確認してください。
181
-
182
- ```bash
183
- cd docker
184
- cp .env.example .env
185
- docker compose up -d
186
- ```
187
-
188
- 実行後、ブラウザで[http://localhost/install](http://localhost/install)にアクセスし、初期化プロセスを開始できます。
189
-
190
- > Difyに貢献したり、追加の開発を行う場合は、[ソースコードからのデプロイガイド](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)を参照してください。
191
-
192
- ## 次のステップ
193
-
194
- 設定をカスタマイズする必要がある場合は、[.env.example](docker/.env.example) ファイルのコメントを参照し、`.env` ファイルの対応する値を更新してください。さらに、デプロイ環境や要件に応じて、`docker-compose.yaml` ファイル自体を調整する必要がある場合があります。たとえば、イメージのバージョン、ポートのマッピング、ボリュームのマウントなどを変更します。変更を加えた後は、`docker-compose up -d` を再実行してください。利用可能な環境変数の全一覧は、[こちら](https://docs.dify.ai/getting-started/install-self-hosted/environments)で確認できます。
195
-
196
- 高可用性設定を設定する必要がある場合、コミュニティは[Helm Charts](https://helm.sh/)とYAMLファイルにより、DifyをKubernetesにデプロイすることができます。
197
-
198
- - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
199
- - [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
200
- - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
201
-
202
- #### Terraformを使用したデプロイ
203
-
204
- [terraform](https://www.terraform.io/) を使用して、ワンクリックでDifyをクラウドプラットフォームにデプロイします
205
-
206
- ##### Azure Global
207
- - [@nikawangによるAzure Terraform](https://github.com/nikawang/dify-azure-terraform)
208
-
209
- ##### Google Cloud
210
- - [@sotazumによるGoogle Cloud Terraform](https://github.com/DeNA/dify-google-cloud-terraform)
211
-
212
- ## 貢献
213
-
214
- コードに貢献したい方は、[Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)を参照してください。
215
- 同時に、DifyをSNSやイベント、カンファレンスで共有してサポートしていただけると幸いです。
216
-
217
-
218
- > Difyを英語または中国語以外の言語に翻訳してくれる貢献者を募集しています。興味がある場合は、詳細については[i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md)を参照してください。また、[Discordコミュニティサーバー](https://discord.gg/8Tpq4AcN9c)の`global-users`チャンネルにコメントを残してください。
219
-
220
- **貢献者**
221
-
222
- <a href="https://github.com/langgenius/dify/graphs/contributors">
223
- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
224
- </a>
225
-
226
- ## コミュニティ & お問い合わせ
227
-
228
- * [Github Discussion](https://github.com/langgenius/dify/discussions). 主に: フィードバックの共有や質問。
229
- * [GitHub Issues](https://github.com/langgenius/dify/issues). 主に: Dify.AIを使用する際に発生するエラーや問題については、[貢献ガイド](CONTRIBUTING_JA.md)を参照してください
230
- * [Discord](https://discord.gg/FngNHpbcY7). 主に: アプリケーションの共有やコミュニティとの交流。
231
- * [X(Twitter)](https://twitter.com/dify_ai). 主に: アプリケーションの共有やコミュニティとの交流。
232
-
233
-
234
-
235
- ## ライセンス
236
-
237
- このリポジトリは、Dify Open Source License にいくつかの追加制限を加えた[Difyオープンソースライセンス](LICENSE)の下で利用可能です。
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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1
- ![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
2
-
3
- <p align="center">
4
- <a href="https://cloud.dify.ai">Dify Cloud</a> ·
5
- <a href="https://docs.dify.ai/getting-started/install-self-hosted">Self-hosting</a> ·
6
- <a href="https://docs.dify.ai">Documentation</a> ·
7
- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Commercial enquiries</a>
8
- </p>
9
-
10
- <p align="center">
11
- <a href="https://dify.ai" target="_blank">
12
- <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
13
- <a href="https://dify.ai/pricing" target="_blank">
14
- <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
15
- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
16
- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
17
- alt="chat on Discord"></a>
18
- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
19
- <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
20
- alt="follow on X(Twitter)"></a>
21
- <a href="https://hub.docker.com/u/langgenius" target="_blank">
22
- <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
23
- <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
24
- <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
25
- <a href="https://github.com/langgenius/dify/" target="_blank">
26
- <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
27
- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
28
- <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
29
- </p>
30
-
31
- <p align="center">
32
- <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
33
- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
34
- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
35
- <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
36
- <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
37
- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
38
- <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
39
- <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
40
- <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
41
- <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
42
- </p>
43
-
44
- #
45
-
46
- <p align="center">
47
- <a href="https://trendshift.io/repositories/2152" target="_blank"><img src="https://trendshift.io/api/badge/repositories/2152" alt="langgenius%2Fdify | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
48
- </p>
49
- Dify is an open-source LLM app development platform. Its intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. Here's a list of the core features:
50
- </br> </br>
51
-
52
- **1. Workflow**:
53
- Build and test powerful AI workflows on a visual canvas, leveraging all the following features and beyond.
54
-
55
-
56
- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
57
-
58
-
59
-
60
- **2. Comprehensive model support**:
61
- Seamless integration with hundreds of proprietary / open-source LLMs from dozens of inference providers and self-hosted solutions, covering GPT, Mistral, Llama3, and any OpenAI API-compatible models. A full list of supported model providers can be found [here](https://docs.dify.ai/getting-started/readme/model-providers).
62
-
63
- ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
64
-
65
-
66
- **3. Prompt IDE**:
67
- Intuitive interface for crafting prompts, comparing model performance, and adding additional features such as text-to-speech to a chat-based app.
68
-
69
- **4. RAG Pipeline**:
70
- Extensive RAG capabilities that cover everything from document ingestion to retrieval, with out-of-box support for text extraction from PDFs, PPTs, and other common document formats.
71
-
72
- **5. Agent capabilities**:
73
- You can define agents based on LLM Function Calling or ReAct, and add pre-built or custom tools for the agent. Dify provides 50+ built-in tools for AI agents, such as Google Search, DALL·E, Stable Diffusion and WolframAlpha.
74
-
75
- **6. LLMOps**:
76
- Monitor and analyze application logs and performance over time. You could continuously improve prompts, datasets, and models based on production data and annotations.
77
-
78
- **7. Backend-as-a-Service**:
79
- All of Dify's offerings come with corresponding APIs, so you could effortlessly integrate Dify into your own business logic.
80
-
81
-
82
- ## Feature Comparison
83
- <table style="width: 100%;">
84
- <tr
85
-
86
- >
87
- <th align="center">Feature</th>
88
- <th align="center">Dify.AI</th>
89
- <th align="center">LangChain</th>
90
- <th align="center">Flowise</th>
91
- <th align="center">OpenAI Assistants API</th>
92
- </tr>
93
- <tr>
94
- <td align="center">Programming Approach</td>
95
- <td align="center">API + App-oriented</td>
96
- <td align="center">Python Code</td>
97
- <td align="center">App-oriented</td>
98
- <td align="center">API-oriented</td>
99
- </tr>
100
- <tr>
101
- <td align="center">Supported LLMs</td>
102
- <td align="center">Rich Variety</td>
103
- <td align="center">Rich Variety</td>
104
- <td align="center">Rich Variety</td>
105
- <td align="center">OpenAI-only</td>
106
- </tr>
107
- <tr>
108
- <td align="center">RAG Engine</td>
109
- <td align="center">✅</td>
110
- <td align="center">✅</td>
111
- <td align="center">✅</td>
112
- <td align="center">✅</td>
113
- </tr>
114
- <tr>
115
- <td align="center">Agent</td>
116
- <td align="center">✅</td>
117
- <td align="center">✅</td>
118
- <td align="center">❌</td>
119
- <td align="center">✅</td>
120
- </tr>
121
- <tr>
122
- <td align="center">Workflow</td>
123
- <td align="center">✅</td>
124
- <td align="center">❌</td>
125
- <td align="center">✅</td>
126
- <td align="center">❌</td>
127
- </tr>
128
- <tr>
129
- <td align="center">Observability</td>
130
- <td align="center">✅</td>
131
- <td align="center">✅</td>
132
- <td align="center">❌</td>
133
- <td align="center">❌</td>
134
- </tr>
135
- <tr>
136
- <td align="center">Enterprise Feature (SSO/Access control)</td>
137
- <td align="center">✅</td>
138
- <td align="center">❌</td>
139
- <td align="center">❌</td>
140
- <td align="center">❌</td>
141
- </tr>
142
- <tr>
143
- <td align="center">Local Deployment</td>
144
- <td align="center">✅</td>
145
- <td align="center">✅</td>
146
- <td align="center">✅</td>
147
- <td align="center">❌</td>
148
- </tr>
149
- </table>
150
-
151
- ## Using Dify
152
-
153
- - **Cloud </br>**
154
- We host a [Dify Cloud](https://dify.ai) service for anyone to try with zero setup. It provides all the capabilities of the self-deployed version, and includes 200 free GPT-4 calls in the sandbox plan.
155
-
156
- - **Self-hosting Dify Community Edition</br>**
157
- Quickly get Dify running in your environment with this [starter guide](#quick-start).
158
- Use our [documentation](https://docs.dify.ai) for further references and more in-depth instructions.
159
-
160
- - **Dify for Enterprise / Organizations</br>**
161
- We provide additional enterprise-centric features. [Send us an email](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry) to discuss enterprise needs. </br>
162
- > For startups and small businesses using AWS, check out [Dify Premium on AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) and deploy it to your own AWS VPC with one-click. It's an affordable AMI offering with the option to create apps with custom logo and branding.
163
-
164
-
165
- ## Staying ahead
166
-
167
- Star Dify on GitHub and be instantly notified of new releases.
168
-
169
- ![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
170
-
171
-
172
-
173
- ## Quick Start
174
- > Before installing Dify, make sure your machine meets the following minimum system requirements:
175
- >
176
- >- CPU >= 2 Core
177
- >- RAM >= 4GB
178
-
179
- </br>
180
-
181
- The easiest way to start the Dify server is to run our [docker-compose.yml](docker/docker-compose.yaml) file. Before running the installation command, make sure that [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/) are installed on your machine:
182
-
183
- ```bash
184
- cd docker
185
- cp .env.example .env
186
- docker compose up -d
187
- ```
188
-
189
- After running, you can access the Dify dashboard in your browser at [http://localhost/install](http://localhost/install) and start the initialization process.
190
-
191
- > If you'd like to contribute to Dify or do additional development, refer to our [guide to deploying from source code](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
192
-
193
- ## Next steps
194
-
195
- If you need to customize the configuration, please refer to the comments in our [.env.example](docker/.env.example) file and update the corresponding values in your `.env` file. Additionally, you might need to make adjustments to the `docker-compose.yaml` file itself, such as changing image versions, port mappings, or volume mounts, based on your specific deployment environment and requirements. After making any changes, please re-run `docker-compose up -d`. You can find the full list of available environment variables [here](https://docs.dify.ai/getting-started/install-self-hosted/environments).
196
-
197
- If you'd like to configure a highly-available setup, there are community-contributed [Helm Charts](https://helm.sh/) and YAML files which allow Dify to be deployed on Kubernetes.
198
-
199
- - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
200
- - [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
201
- - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
202
-
203
- #### Terraform atorlugu pilersitsineq
204
-
205
- wa'logh nIqHom neH ghun deployment toy'wI' [terraform](https://www.terraform.io/) lo'laH.
206
-
207
- ##### Azure Global
208
- - [Azure Terraform mung @nikawang](https://github.com/nikawang/dify-azure-terraform)
209
-
210
- ##### Google Cloud
211
- - [Google Cloud Terraform qachlot @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
212
-
213
- ## Contributing
214
-
215
- For those who'd like to contribute code, see our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
216
- At the same time, please consider supporting Dify by sharing it on social media and at events and conferences.
217
-
218
-
219
- > We are looking for contributors to help with translating Dify to languages other than Mandarin or English. If you are interested in helping, please see the [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) for more information, and leave us a comment in the `global-users` channel of our [Discord Community Server](https://discord.gg/8Tpq4AcN9c).
220
-
221
- **Contributors**
222
-
223
- <a href="https://github.com/langgenius/dify/graphs/contributors">
224
- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
225
- </a>
226
-
227
- ## Community & Contact
228
-
229
- * [Github Discussion](https://github.com/langgenius/dify/discussions
230
-
231
- ). Best for: sharing feedback and asking questions.
232
- * [GitHub Issues](https://github.com/langgenius/dify/issues). Best for: bugs you encounter using Dify.AI, and feature proposals. See our [Contribution Guide](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
233
- * [Discord](https://discord.gg/FngNHpbcY7). Best for: sharing your applications and hanging out with the community.
234
- * [X(Twitter)](https://twitter.com/dify_ai). Best for: sharing your applications and hanging out with the community.
235
-
236
- ## Star History
237
-
238
- [![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
239
-
240
-
241
- ## Security Disclosure
242
-
243
- To protect your privacy, please avoid posting security issues on GitHub. Instead, send your questions to [email protected] and we will provide you with a more detailed answer.
244
-
245
- ## License
246
-
247
- This repository is available under the [Dify Open Source License](LICENSE), which is essentially Apache 2.0 with a few additional restrictions.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README_KR.md DELETED
@@ -1,238 +0,0 @@
1
- ![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
2
-
3
- <p align="center">
4
- <a href="https://cloud.dify.ai">Dify 클라우드</a> ·
5
- <a href="https://docs.dify.ai/getting-started/install-self-hosted">셀프-호스팅</a> ·
6
- <a href="https://docs.dify.ai">문서</a> ·
7
- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">기업 문의 (영어만 가능)</a>
8
- </p>
9
-
10
- <p align="center">
11
- <a href="https://dify.ai" target="_blank">
12
- <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
13
- <a href="https://dify.ai/pricing" target="_blank">
14
- <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
15
- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
16
- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
17
- alt="chat on Discord"></a>
18
- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
19
- <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
20
- alt="follow on X(Twitter)"></a>
21
- <a href="https://hub.docker.com/u/langgenius" target="_blank">
22
- <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
23
- <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
24
- <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
25
- <a href="https://github.com/langgenius/dify/" target="_blank">
26
- <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
27
- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
28
- <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
29
- </p>
30
-
31
- <p align="center">
32
- <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
33
- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
34
- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
35
- <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
36
- <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
37
- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
38
- <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
39
- <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
40
- <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
41
- <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
42
- </p>
43
-
44
-
45
- Dify는 오픈 소스 LLM 앱 개발 플랫폼입니다. 직관적인 인터페이스를 통해 AI 워크플로우, RAG 파이프라인, 에이전트 기능, 모델 관리, 관찰 기능 등을 결합하여 프로토타입에서 프로덕션까지 빠르게 전환할 수 있습니다. 주요 기능 목록은 다음과 같습니다:</br> </br>
46
-
47
- **1. 워크플로우**:
48
- 다음 기능들을 비롯한 다양한 기능을 활용하여 시각적 캔버스에서 강력한 AI 워크플로우를 구축하고 테스트하세요.
49
-
50
-
51
- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
52
-
53
-
54
-
55
- **2. 포괄적인 모델 지원:**:
56
-
57
- 수십 개의 추론 제공업체와 자체 호스팅 솔루션에서 제공하는 수백 개의 독점 및 오픈 소스 LLM과 원활하게 통합되며, GPT, Mistral, Llama3 및 모든 OpenAI API 호환 모델을 포함합니다. 지원되는 모델 제공업체의 전체 목록은 [여기](https://docs.dify.ai/getting-started/readme/model-providers)에서 확인할 수 있습니다.
58
- ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
59
-
60
-
61
- **3. 통합 개발환경**:
62
- 프롬프트를 작성하고, 모델 성능을 비교하며, 텍스트-음성 변환과 같은 추가 기능을 채팅 기반 앱에 추가할 수 있는 직관적인 인터페이스를 제공합니다.
63
-
64
- **4. RAG 파이프라인**:
65
- 문서 수집부터 검색까지 모든 것을 다루며, PDF, PPT 및 기타 일반적인 문서 형식에서 텍스트 추출을 위한 기본 지원이 포함되어 있는 광범위한 RAG 기능을 제공합니다.
66
-
67
- **5. 에이전트 기능**:
68
- LLM 함수 호출 또는 ReAct를 기반으로 에이전트를 정의하고 에이전트에 대해 사전 구축된 도구나 사용자 정의 도구를 추가할 수 있습니다. Dify는 Google Search, DALL·E, Stable Diffusion, WolframAlpha 등 AI 에이전트를 위한 50개 이상의 내장 도구를 제공합니다.
69
-
70
- **6. LLMOps**:
71
- 시간 경과에 따른 애플리케이션 로그와 성능을 모니터링하고 분석합니다. 생산 데이터와 주석을 기반으로 프롬프트, 데이터세트, 모델을 지속적으로 개선할 수 있습니다.
72
-
73
- **7. Backend-as-a-Service**:
74
- Dify의 모든 제품에는 해당 API가 함께 제공되므로 Dify를 자신의 비즈니스 로직에 쉽게 통합할 수 있습니다.
75
-
76
- ## 기능 비교
77
- <table style="width: 100%;">
78
- <tr>
79
- <th align="center">기능</th>
80
- <th align="center">Dify.AI</th>
81
- <th align="center">LangChain</th>
82
- <th align="center">Flowise</th>
83
- <th align="center">OpenAI Assistants API</th>
84
- </tr>
85
- <tr>
86
- <td align="center">프로그래밍 접근 방식</td>
87
- <td align="center">API + 앱 중심</td>
88
- <td align="center">Python 코드</td>
89
- <td align="center">앱 중심</td>
90
- <td align="center">API 중심</td>
91
- </tr>
92
- <tr>
93
- <td align="center">지원되는 LLMs</td>
94
- <td align="center">다양한 종류</td>
95
- <td align="center">다양한 종류</td>
96
- <td align="center">다양한 종류</td>
97
- <td align="center">OpenAI 전용</td>
98
- </tr>
99
- <tr>
100
- <td align="center">RAG 엔진</td>
101
- <td align="center">✅</td>
102
- <td align="center">✅</td>
103
- <td align="center">✅</td>
104
- <td align="center">✅</td>
105
- </tr>
106
- <tr>
107
- <td align="center">에이전트</td>
108
- <td align="center">✅</td>
109
- <td align="center">✅</td>
110
- <td align="center">❌</td>
111
- <td align="center">✅</td>
112
- </tr>
113
- <tr>
114
- <td align="center">워크플로우</td>
115
- <td align="center">✅</td>
116
- <td align="center">❌</td>
117
- <td align="center">✅</td>
118
- <td align="center">❌</td>
119
- </tr>
120
- <tr>
121
- <td align="center">가시성</td>
122
- <td align="center">✅</td>
123
- <td align="center">✅</td>
124
- <td align="center">❌</td>
125
- <td align="center">❌</td>
126
- </tr>
127
- <tr>
128
- <td align="center">기업용 기능 (SSO/접근 제어)</td>
129
- <td align="center">✅</td>
130
- <td align="center">❌</td>
131
- <td align="center">❌</td>
132
- <td align="center">❌</td>
133
- </tr>
134
- <tr>
135
- <td align="center">로컬 배포</td>
136
- <td align="center">✅</td>
137
- <td align="center">✅</td>
138
- <td align="center">✅</td>
139
- <td align="center">❌</td>
140
- </tr>
141
- </table>
142
-
143
- ## Dify 사용하기
144
-
145
- - **클라우드 </br>**
146
- 우리는 누구나 설정이 필요 없이 사용해 볼 수 있도록 [Dify 클라우드](https://dify.ai) 서비스를 호스팅합니다. 이는 자체 배포 버전의 모든 기능을 제공하며, 샌드박스 플랜에서 무료로 200회의 GPT-4 호출을 포함합니다.
147
-
148
- - **셀프-호스팅 Dify 커뮤니티 에디션</br>**
149
- 환경에서 Dify를 빠르게 실행하려면 이 [스타터 가이드를](#quick-start) 참조하세요.
150
- 추가 참조 및 더 심층적인 지침은 [문서](https://docs.dify.ai)를 사용하세요.
151
-
152
- - **기업 / 조직을 위한 Dify</br>**
153
- 우리는 추가적인 기업 중심 기능을 제공합니다. 잡거나 [이메일 보내기](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry)를 통해 기업 요구 사항을 논의하십시오. </br>
154
- > AWS를 사용하는 스타트업 및 중소기업의 경우 [AWS Marketplace에서 Dify Premium](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6)을 확인하고 한 번의 클릭으로 자체 AWS VPC에 배포하십시오. 맞춤형 로고와 브랜딩이 포함된 앱을 생성할 수 있는 옵션이 포함된 저렴한 AMI 제품입니다.
155
-
156
-
157
-
158
- ## 앞서가기
159
-
160
- GitHub에서 Dify에 별표를 찍어 새로운 릴리스를 즉시 알림 받으세요.
161
-
162
- ![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
163
-
164
-
165
-
166
- ## 빠른 시작
167
- >Dify를 설치하기 전에 컴퓨터가 다음과 같은 최소 시스템 요구 사항을 충족하는지 확인하세요 :
168
- >- CPU >= 2 Core
169
- >- RAM >= 4GB
170
-
171
- </br>
172
-
173
- Dify 서버를 시작하는 가장 쉬운 방법은 [docker-compose.yml](docker/docker-compose.yaml) 파일을 실행하는 것입니다. 설치 명령을 실행하기 전에 [Docker](https://docs.docker.com/get-docker/) 및 [Docker Compose](https://docs.docker.com/compose/install/)가 머신에 설치되어 있는지 확인하세요.
174
-
175
- ```bash
176
- cd docker
177
- cp .env.example .env
178
- docker compose up -d
179
- ```
180
-
181
- 실행 후 브라우저의 [http://localhost/install](http://localhost/install) 에서 Dify 대시보드에 액세스하고 초기화 프로세스를 시작할 수 있습니다.
182
-
183
- > Dify에 기여하거나 추가 개발을 하고 싶다면 소스 코드에서 [배포에 대한 가이드](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)를 참조하세요.
184
-
185
- ## 다음 단계
186
-
187
- 구성을 사용자 정의해야 하는 경우 [.env.example](docker/.env.example) 파일의 주석을 참조하고 `.env` 파일에서 해당 값을 업데이트하십시오. 또한 특정 배포 환경 및 요구 사항에 따라 `docker-compose.yaml` 파일 자체를 조정해야 할 수도 있습니다. 예를 들어 이미지 버전, 포트 매핑 또는 볼륨 마운트를 변경합니다. 변경 한 후 `docker-compose up -d`를 다시 실행하십시오. 사용 가능한 환경 변수의 전체 목록은 [여기](https://docs.dify.ai/getting-started/install-self-hosted/environments)에서 찾을 수 있습니다.
188
-
189
- Dify를 Kubernetes에 배포하고 프리미엄 스케일링 설정을 구성했다는 커뮤니티가 제공하는 [Helm Charts](https://helm.sh/)와 YAML 파일이 존재합니다.
190
-
191
- - [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
192
- - [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
193
- - [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
194
-
195
- #### Terraform을 사용한 배포
196
-
197
- [terraform](https://www.terraform.io/)을 사용하여 단 한 번의 클릭으로 Dify를 클라우드 플랫폼에 배포하십시오
198
-
199
- ##### Azure Global
200
- - [nikawang의 Azure Terraform](https://github.com/nikawang/dify-azure-terraform)
201
-
202
- ##### Google Cloud
203
- - [sotazum의 Google Cloud Terraform](https://github.com/DeNA/dify-google-cloud-terraform)
204
-
205
- ## 기여
206
-
207
- 코드에 기여하고 싶은 분들은 [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)를 참조하세요.
208
- 동시에 Dify를 소셜 미디어와 행사 및 컨퍼런스에 공유하여 지원하는 것을 고려해 주시기 바랍니다.
209
-
210
-
211
- > 우리는 Dify를 중국어나 영어 이외의 언어로 번역하는 데 도움을 줄 수 있는 기여자를 찾고 있습니다. 도움을 주고 싶으시다면 [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md)에서 더 많은 정보를 확인하시고 [Discord 커뮤니티 서버](https://discord.gg/8Tpq4AcN9c)의 `global-users` 채널에 댓글을 남겨주세요.
212
-
213
- **기여자**
214
-
215
- <a href="https://github.com/langgenius/dify/graphs/contributors">
216
- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
217
- </a>
218
-
219
- ## 커뮤니티 & 연락처
220
-
221
- * [Github 토론](https://github.com/langgenius/dify/discussions). 피드백 공유 및 질문하기에 적합합니다.
222
- * [GitHub 이슈](https://github.com/langgenius/dify/issues). Dify.AI 사용 중 발견한 버그와 기능 제안에 적합합니다. [기여 가이드](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md)를 참조하세요.
223
- * [디스코드](https://discord.gg/FngNHpbcY7). 애플리케이션 공유 및 커뮤니티와 소통하기에 적합합니다.
224
- * [트위터](https://twitter.com/dify_ai). 애플리케이션 공유 및 커뮤니티와 소통하기에 적합합니다.
225
-
226
-
227
- ## Star 히스토리
228
-
229
- [![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
230
-
231
-
232
- ## 보안 공개
233
-
234
- 개인정보 보호를 위해 보안 문제를 GitHub에 게시하지 마십시오. 대신 [email protected]로 질문을 보내주시면 더 자세한 답변을 드리겠습니다.
235
-
236
- ## 라이선스
237
-
238
- 이 저장소는 기본적으로 몇 가지 추가 제한 사항이 있는 Apache 2.0인 [Dify 오픈 소스 라이선스](LICENSE)에 따라 사용할 수 있습니다.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -1,241 +0,0 @@
1
- ![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
2
-
3
- <p align="center">
4
- 📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Introduzindo o Dify Workflow com Upload de Arquivo: Recrie o Podcast Google NotebookLM</a>
5
- </p>
6
-
7
- <p align="center">
8
- <a href="https://cloud.dify.ai">Dify Cloud</a> ·
9
- <a href="https://docs.dify.ai/getting-started/install-self-hosted">Auto-hospedagem</a> ·
10
- <a href="https://docs.dify.ai">Documentação</a> ·
11
- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Consultas empresariais</a>
12
- </p>
13
-
14
- <p align="center">
15
- <a href="https://dify.ai" target="_blank">
16
- <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
17
- <a href="https://dify.ai/pricing" target="_blank">
18
- <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
19
- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
20
- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
21
- alt="chat on Discord"></a>
22
- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
23
- <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
24
- alt="follow on X(Twitter)"></a>
25
- <a href="https://hub.docker.com/u/langgenius" target="_blank">
26
- <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
27
- <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
28
- <img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
29
- <a href="https://github.com/langgenius/dify/" target="_blank">
30
- <img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
31
- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
32
- <img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
33
- </p>
34
-
35
- <p align="center">
36
- <a href="./README.md"><img alt="README em Inglês" src="https://img.shields.io/badge/English-d9d9d9"></a>
37
- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
38
- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
39
- <a href="./README_ES.md"><img alt="README em Espanhol" src="https://img.shields.io/badge/Español-d9d9d9"></a>
40
- <a href="./README_FR.md"><img alt="README em Francês" src="https://img.shields.io/badge/Français-d9d9d9"></a>
41
- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
42
- <a href="./README_KR.md"><img alt="README em Coreano" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
43
- <a href="./README_AR.md"><img alt="README em Árabe" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
44
- <a href="./README_TR.md"><img alt="README em Turco" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
45
- <a href="./README_VI.md"><img alt="README em Vietnamita" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
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- <a href="./README_PT.md"><img alt="README em Português - BR" src="https://img.shields.io/badge/Portugu%C3%AAs-BR?style=flat&label=BR&color=d9d9d9"></a>
47
- </p>
48
-
49
- Dify é uma plataforma de desenvolvimento de aplicativos LLM de código aberto. Sua interface intuitiva combina workflow de IA, pipeline RAG, capacidades de agente, gerenciamento de modelos, recursos de observabilidade e muito mais, permitindo que você vá rapidamente do protótipo à produção. Aqui está uma lista das principais funcionalidades:
50
- </br> </br>
51
-
52
- **1. Workflow**:
53
- Construa e teste workflows poderosos de IA em uma interface visual, aproveitando todos os recursos a seguir e muito mais.
54
-
55
-
56
- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
57
-
58
-
59
-
60
- **2. Suporte abrangente a modelos**:
61
- Integração perfeita com centenas de LLMs proprietários e de código aberto de diversas provedoras e soluções auto-hospedadas, abrangendo GPT, Mistral, Llama3 e qualquer modelo compatível com a API da OpenAI. A lista completa de provedores suportados pode ser encontrada [aqui](https://docs.dify.ai/getting-started/readme/model-providers).
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-
63
- ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
64
-
65
-
66
- **3. IDE de Prompt**:
67
- Interface intuitiva para criação de prompts, comparação de desempenho de modelos e adição de recursos como conversão de texto para fala em um aplicativo baseado em chat.
68
-
69
- **4. Pipeline RAG**:
70
- Extensas capacidades de RAG que cobrem desde a ingestão de documentos até a recuperação, com suporte nativo para extração de texto de PDFs, PPTs e outros formatos de documentos comuns.
71
-
72
- **5. Capacidades de agente**:
73
- Você pode definir agentes com base em LLM Function Calling ou ReAct e adicionar ferramentas pré-construídas ou personalizadas para o agente. O Dify oferece mais de 50 ferramentas integradas para agentes de IA, como Google Search, DALL·E, Stable Diffusion e WolframAlpha.
74
-
75
- **6. LLMOps**:
76
- Monitore e analise os registros e o desempenho do aplicativo ao longo do tempo. É possível melhorar continuamente prompts, conjuntos de dados e modelos com base nos dados de produção e anotações.
77
-
78
- **7. Backend como Serviço**:
79
- Todas os recursos do Dify vêm com APIs correspondentes, permitindo que você integre o Dify sem esforço na lógica de negócios da sua empresa.
80
-
81
-
82
- ## Comparação de recursos
83
- <table style="width: 100%;">
84
- <tr>
85
- <th align="center">Recurso</th>
86
- <th align="center">Dify.AI</th>
87
- <th align="center">LangChain</th>
88
- <th align="center">Flowise</th>
89
- <th align="center">OpenAI Assistants API</th>
90
- </tr>
91
- <tr>
92
- <td align="center">Abordagem de Programação</td>
93
- <td align="center">Orientada a API + Aplicativo</td>
94
- <td align="center">Código Python</td>
95
- <td align="center">Orientada a Aplicativo</td>
96
- <td align="center">Orientada a API</td>
97
- </tr>
98
- <tr>
99
- <td align="center">LLMs Suportados</td>
100
- <td align="center">Variedade Rica</td>
101
- <td align="center">Variedade Rica</td>
102
- <td align="center">Variedade Rica</td>
103
- <td align="center">Apenas OpenAI</td>
104
- </tr>
105
- <tr>
106
- <td align="center">RAG Engine</td>
107
- <td align="center">✅</td>
108
- <td align="center">✅</td>
109
- <td align="center">✅</td>
110
- <td align="center">✅</td>
111
- </tr>
112
- <tr>
113
- <td align="center">Agente</td>
114
- <td align="center">✅</td>
115
- <td align="center">✅</td>
116
- <td align="center">❌</td>
117
- <td align="center">✅</td>
118
- </tr>
119
- <tr>
120
- <td align="center">Workflow</td>
121
- <td align="center">✅</td>
122
- <td align="center">❌</td>
123
- <td align="center">✅</td>
124
- <td align="center">❌</td>
125
- </tr>
126
- <tr>
127
- <td align="center">Observabilidade</td>
128
- <td align="center">✅</td>
129
- <td align="center">✅</td>
130
- <td align="center">❌</td>
131
- <td align="center">❌</td>
132
- </tr>
133
- <tr>
134
- <td align="center">Recursos Empresariais (SSO/Controle de Acesso)</td>
135
- <td align="center">✅</td>
136
- <td align="center">❌</td>
137
- <td align="center">❌</td>
138
- <td align="center">❌</td>
139
- </tr>
140
- <tr>
141
- <td align="center">Implantação Local</td>
142
- <td align="center">✅</td>
143
- <td align="center">✅</td>
144
- <td align="center">✅</td>
145
- <td align="center">❌</td>
146
- </tr>
147
- </table>
148
-
149
- ## Usando o Dify
150
-
151
- - **Nuvem </br>**
152
- Oferecemos o serviço [Dify Cloud](https://dify.ai) para qualquer pessoa experimentar sem nenhuma configuração. Ele fornece todas as funcionalidades da versão auto-hospedada, incluindo 200 chamadas GPT-4 gratuitas no plano sandbox.
153
-
154
- - **Auto-hospedagem do Dify Community Edition</br>**
155
- Configure rapidamente o Dify no seu ambiente com este [guia inicial](#quick-start).
156
- Use nossa [documentação](https://docs.dify.ai) para referências adicionais e instruções mais detalhadas.
157
-
158
- - **Dify para empresas/organizações</br>**
159
- Oferecemos recursos adicionais voltados para empresas. [Envie suas perguntas através deste chatbot](https://udify.app/chat/22L1zSxg6yW1cWQg) ou [envie-nos um e-mail](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry) para discutir necessidades empresariais. </br>
160
- > Para startups e pequenas empresas que utilizam AWS, confira o [Dify Premium no AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) e implemente no seu próprio AWS VPC com um clique. É uma oferta AMI acessível com a opção de criar aplicativos com logotipo e marca personalizados.
161
-
162
-
163
- ## Mantendo-se atualizado
164
-
165
- Dê uma estrela no Dify no GitHub e seja notificado imediatamente sobre novos lançamentos.
166
-
167
- ![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
168
-
169
-
170
-
171
- ## Início rápido
172
- > Antes de instalar o Dify, certifique-se de que sua máquina atenda aos seguintes requisitos mínimos de sistema:
173
- >
174
- >- CPU >= 2 Núcleos
175
- >- RAM >= 4 GiB
176
-
177
- </br>
178
-
179
- A maneira mais fácil de iniciar o servidor Dify é executar nosso arquivo [docker-compose.yml](docker/docker-compose.yaml). Antes de rodar o comando de instalação, certifique-se de que o [Docker](https://docs.docker.com/get-docker/) e o [Docker Compose](https://docs.docker.com/compose/install/) estão instalados na sua máquina:
180
-
181
- ```bash
182
- cd docker
183
- cp .env.example .env
184
- docker compose up -d
185
- ```
186
-
187
- Após a execução, você pode acessar o painel do Dify no navegador em [http://localhost/install](http://localhost/install) e iniciar o processo de inicialização.
188
-
189
- > Se você deseja contribuir com o Dify ou fazer desenvolvimento adicional, consulte nosso [guia para implantar a partir do código fonte](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code).
190
-
191
- ## Próximos passos
192
-
193
- Se precisar personalizar a configuração, consulte os comentários no nosso arquivo [.env.example](docker/.env.example) e atualize os valores correspondentes no seu arquivo `.env`. Além disso, talvez seja necessário fazer ajustes no próprio arquivo `docker-compose.yaml`, como alterar versões de imagem, mapeamentos de portas ou montagens de volumes, com base no seu ambiente de implantação específico e nas suas necessidades. Após fazer quaisquer alterações, execute novamente `docker-compose up -d`. Você pode encontrar a lista completa de variáveis de ambiente disponíveis [aqui](https://docs.dify.ai/getting-started/install-self-hosted/environments).
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-
195
- Se deseja configurar uma instalação de alta disponibilidade, há [Helm Charts](https://helm.sh/) e arquivos YAML contribuídos pela comunidade que permitem a implantação do Dify no Kubernetes.
196
-
197
- - [Helm Chart de @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
198
- - [Helm Chart de @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
199
- - [Arquivo YAML de @Winson-030](https://github.com/Winson-030/dify-kubernetes)
200
-
201
- #### Usando o Terraform para Implantação
202
-
203
- Implante o Dify na Plataforma Cloud com um único clique usando [terraform](https://www.terraform.io/)
204
-
205
- ##### Azure Global
206
- - [Azure Terraform por @nikawang](https://github.com/nikawang/dify-azure-terraform)
207
-
208
- ##### Google Cloud
209
- - [Google Cloud Terraform por @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
210
-
211
- ## Contribuindo
212
-
213
- Para aqueles que desejam contribuir com código, veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
214
- Ao mesmo tempo, considere apoiar o Dify compartilhando-o nas redes sociais e em eventos e conferências.
215
-
216
- > Estamos buscando contribuidores para ajudar na tradução do Dify para idiomas além de Mandarim e Inglês. Se você tiver interesse em ajudar, consulte o [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) para mais informações e deixe-nos um comentário no canal `global-users` em nosso [Servidor da Comunidade no Discord](https://discord.gg/8Tpq4AcN9c).
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-
218
- **Contribuidores**
219
-
220
- <a href="https://github.com/langgenius/dify/graphs/contributors">
221
- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
222
- </a>
223
-
224
- ## Comunidade e contato
225
-
226
- * [Discussões no GitHub](https://github.com/langgenius/dify/discussions). Melhor para: compartilhar feedback e fazer perguntas.
227
- * [Problemas no GitHub](https://github.com/langgenius/dify/issues). Melhor para: relatar bugs encontrados no Dify.AI e propor novos recursos. Veja nosso [Guia de Contribuição](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
228
- * [Discord](https://discord.gg/FngNHpbcY7). Melhor para: compartilhar suas aplicações e interagir com a comunidade.
229
- * [X(Twitter)](https://twitter.com/dify_ai). Melhor para: compartilhar suas aplicações e interagir com a comunidade.
230
-
231
- ## Histórico de estrelas
232
-
233
- [![Gráfico de Histórico de Estrelas](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
234
-
235
- ## Divulgação de segurança
236
-
237
- Para proteger sua privacidade, evite postar problemas de segurança no GitHub. Em vez disso, envie suas perguntas para [email protected] e forneceremos uma resposta mais detalhada.
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-
239
- ## Licença
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-
241
- Este repositório está disponível sob a [Licença de Código Aberto Dify](LICENSE), que é essencialmente Apache 2.0 com algumas restrições adicionais.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README_TR.md DELETED
@@ -1,241 +0,0 @@
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- ![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
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-
3
- <p align="center">
4
- <a href="https://cloud.dify.ai">Dify Bulut</a> ·
5
- <a href="https://docs.dify.ai/getting-started/install-self-hosted">Kendi Sunucunuzda Barındırma</a> ·
6
- <a href="https://docs.dify.ai">Dokümantasyon</a> ·
7
- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Yalnızca İngilizce: Kurumsal Sorgulama</a>
8
- </p>
9
-
10
- <p align="center">
11
- <a href="https://dify.ai" target="_blank">
12
- <img alt="Statik Rozet" src="https://img.shields.io/badge/Ürün-F04438"></a>
13
- <a href="https://dify.ai/pricing" target="_blank">
14
- <img alt="Statik Rozet" src="https://img.shields.io/badge/ücretsiz-fiyatlandırma?logo=free&color=%20%23155EEF&label=fiyatlandirma&labelColor=%20%23528bff"></a>
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- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
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- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
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- alt="Discord'da sohbet et"></a>
18
- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
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- <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
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- alt="X(Twitter)'da takip et"></a>
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- <a href="https://hub.docker.com/u/langgenius" target="_blank">
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- <img alt="Docker Çekmeleri" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
23
- <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
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- <img alt="Geçen ay yapılan commitler" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
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- <a href="https://github.com/langgenius/dify/" target="_blank">
26
- <img alt="Kapatılan sorunlar" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=kapatilan%20sorunlar&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
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- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
28
- <img alt="Tartışma gönderileri" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
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- </p>
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-
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- <p align="center">
32
- <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
33
- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
34
- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
35
- <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
36
- <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
37
- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
38
- <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
39
- <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
40
- <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
41
- <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
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- </p>
43
-
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-
45
- Dify, açık kaynaklı bir LLM uygulama geliştirme platformudur. Sezgisel arayüzü, AI iş akışı, RAG pipeline'ı, ajan yetenekleri, model yönetimi, gözlemlenebilirlik özellikleri ve daha fazlasını birleştirerek, prototipten üretime hızlıca geçmenizi sağlar. İşte temel özelliklerin bir listesi:
46
- </br> </br>
47
-
48
- **1. Workflow**:
49
- Görsel bir arayüz üzerinde güçlü AI iş akışları oluşturun ve test edin, aşağıdaki tüm özellikleri ve daha fazlasını kullanarak.
50
-
51
-
52
- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
53
-
54
-
55
-
56
- **2. Kapsamlı model desteği**:
57
- Çok sayıda çıkarım sağlayıcısı ve kendi kendine barındırılan çözümlerden yüzlerce özel / açık kaynaklı LLM ile sorunsuz entegrasyon sağlar. GPT, Mistral, Llama3 ve OpenAI API uyumlu tüm modelleri kapsar. Desteklenen model sağlayıcılarının tam listesine [buradan](https://docs.dify.ai/getting-started/readme/model-providers) ulaşabilirsiniz.
58
-
59
- ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
60
-
61
-
62
- Özür dilerim, haklısınız. Daha anlamlı ve akıcı bir çeviri yapmaya çalışayım. İşte güncellenmiş çeviri:
63
-
64
- **3. Prompt IDE**:
65
- Komut istemlerini oluşturmak, model performansını karşılaştırmak ve sohbet tabanlı uygulamalara metin-konuşma gibi ek özellikler eklemek için kullanıcı dostu bir arayüz.
66
-
67
- **4. RAG Pipeline**:
68
- Belge alımından bilgi çekmeye kadar geniş kapsamlı RAG yetenekleri. PDF'ler, PPT'ler ve diğer yaygın belge formatlarından metin çıkarma için hazır destek sunar.
69
-
70
- **5. Ajan yetenekleri**:
71
- LLM Fonksiyon Çağırma veya ReAct'a dayalı ajanlar tanımlayabilir ve bu ajanlara önceden hazırlanmış veya özel araçlar ekleyebilirsiniz. Dify, AI ajanları için Google Arama, DALL·E, Stable Diffusion ve WolframAlpha gibi 50'den fazla yerleşik araç sağlar.
72
-
73
- **6. LLMOps**:
74
- Uygulama loglarını ve performans metriklerini zaman içinde izleme ve analiz etme imkanı. Üretim ortamından elde edilen verilere ve kullanıcı geri bildirimlerine dayanarak, prompt'ları, veri setlerini ve modelleri sürekli olarak optimize edebilirsiniz. Bu sayede, AI uygulamanızın performansını ve doğruluğunu sürekli olarak artırabilirsiniz.
75
-
76
- **7. Hizmet Olarak Backend**:
77
- Dify'ın tüm özellikleri ilgili API'lerle birlikte gelir, böylece Dify'ı kendi iş mantığınıza kolayca entegre edebilirsiniz.
78
-
79
-
80
- ## Özellik karşılaştırması
81
- <table style="width: 100%;">
82
- <tr>
83
- <th align="center">Özellik</th>
84
- <th align="center">Dify.AI</th>
85
- <th align="center">LangChain</th>
86
- <th align="center">Flowise</th>
87
- <th align="center">OpenAI Assistants API</th>
88
- </tr>
89
- <tr>
90
- <td align="center">Programlama Yaklaşımı</td>
91
- <td align="center">API + Uygulama odaklı</td>
92
- <td align="center">Python Kodu</td>
93
- <td align="center">Uygulama odaklı</td>
94
- <td align="center">API odaklı</td>
95
- </tr>
96
- <tr>
97
- <td align="center">Desteklenen LLM'ler</td>
98
- <td align="center">Zengin Çeşitlilik</td>
99
- <td align="center">Zengin Çeşitlilik</td>
100
- <td align="center">Zengin Çeşitlilik</td>
101
- <td align="center">Yalnızca OpenAI</td>
102
- </tr>
103
- <tr>
104
- <td align="center">RAG Motoru</td>
105
- <td align="center">✅</td>
106
- <td align="center">✅</td>
107
- <td align="center">✅</td>
108
- <td align="center">✅</td>
109
- </tr>
110
- <tr>
111
- <td align="center">Ajan</td>
112
- <td align="center">✅</td>
113
- <td align="center">✅</td>
114
- <td align="center">❌</td>
115
- <td align="center">✅</td>
116
- </tr>
117
- <tr>
118
- <td align="center">İş Akışı</td>
119
- <td align="center">✅</td>
120
- <td align="center">❌</td>
121
- <td align="center">✅</td>
122
- <td align="center">❌</td>
123
- </tr>
124
- <tr>
125
- <td align="center">Gözlemlenebilirlik</td>
126
- <td align="center">✅</td>
127
- <td align="center">✅</td>
128
- <td align="center">❌</td>
129
- <td align="center">❌</td>
130
- </tr>
131
- <tr>
132
- <td align="center">Kurumsal Özellikler (SSO/Erişim kontrolü)</td>
133
- <td align="center">✅</td>
134
- <td align="center">❌</td>
135
- <td align="center">❌</td>
136
- <td align="center">❌</td>
137
- </tr>
138
- <tr>
139
- <td align="center">Yerel Dağıtım</td>
140
- <td align="center">✅</td>
141
- <td align="center">✅</td>
142
- <td align="center">✅</td>
143
- <td align="center">❌</td>
144
- </tr>
145
- </table>
146
-
147
- ## Dify'ı Kullanma
148
-
149
- - **Cloud </br>**
150
- İşte verdiğiniz metnin Türkçe çevirisi, kod bloğu içinde:
151
- -
152
- Herkesin sıfır kurulumla denemesi için bir [Dify Cloud](https://dify.ai) hizmeti sunuyoruz. Bu hizmet, kendi kendine dağıtılan versiyonun tüm yeteneklerini sağlar ve sandbox planında 200 ücretsiz GPT-4 çağrısı içerir.
153
-
154
- - **Dify Topluluk Sürümünü Kendi Sunucunuzda Barındırma</br>**
155
- Bu [başlangıç kılavuzu](#quick-start) ile Dify'ı kendi ortamınızda hızlıca çalıştırın.
156
- Daha fazla referans ve detaylı talimatlar için [dokümantasyonumuzu](https://docs.dify.ai) kullanın.
157
-
158
- - **Kurumlar / organizasyonlar için Dify</br>**
159
- Ek kurumsal odaklı özellikler sunuyoruz. Kurumsal ihtiyaçları görüşmek için [bize bir e-posta gönderin](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry). </br>
160
- > AWS kullanan startuplar ve küçük işletmeler için, [AWS Marketplace'deki Dify Premium'a](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) göz atın ve tek tıklamayla kendi AWS VPC'nize dağıtın. Bu, özel logo ve marka ile uygulamalar oluşturma seçeneğine sahip uygun fiyatlı bir AMI teklifdir.
161
-
162
- ## Güncel Kalma
163
-
164
- GitHub'da Dify'a yıldız verin ve yeni sürümlerden anında haberdar olun.
165
-
166
- ![bizi-yıldızlayın](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
167
-
168
-
169
-
170
- ## Hızlı başlangıç
171
- > Dify'ı kurmadan önce, makinenizin aşağıdaki minimum sistem gereksinimlerini karşıladığından emin olun:
172
- >
173
- >- CPU >= 2 Çekirdek
174
- >- RAM >= 4GB
175
-
176
- </br>
177
- İşte verdiğiniz metnin Türkçe çevirisi, kod bloğu içinde:
178
-
179
- Dify sunucusunu başlatmanın en kolay yolu, [docker-compose.yml](docker/docker-compose.yaml) dosyamızı çalıştırmaktır. Kurulum komutunu çalıştırmadan önce, makinenizde [Docker](https://docs.docker.com/get-docker/) ve [Docker Compose](https://docs.docker.com/compose/install/)'un kurulu olduğundan emin olun:
180
-
181
- ```bash
182
- cd docker
183
- cp .env.example .env
184
- docker compose up -d
185
- ```
186
-
187
- Çalıştırdıktan sonra, tarayıcınızda [http://localhost/install](http://localhost/install) adresinden Dify kontrol paneline erişebilir ve başlangıç ayarları sürecini başlatabilirsiniz.
188
-
189
- > Eğer Dify'a katkıda bulunmak veya ek geliştirmeler yapmak isterseniz, [kaynak koddan dağıtım kılavuzumuza](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code) başvurun.
190
-
191
- ## Sonraki adımlar
192
-
193
- Yapılandırmayı özelleştirmeniz gerekiyorsa, lütfen [.env.example](docker/.env.example) dosyamızdaki yorumlara bakın ve `.env` dosyanızdaki ilgili değerleri güncelleyin. Ayrıca, spesifik dağıtım ortamınıza ve gereksinimlerinize bağlı olarak `docker-compose.yaml` dosyasının kendisinde de, imaj sürümlerini, port eşlemelerini veya hacim bağlantılarını değiştirmek gibi ayarlamalar yapmanız gerekebilir. Herhangi bir değişiklik yaptıktan sonra, lütfen `docker-compose up -d` komutunu tekrar çalıştırın. Kullanılabilir tüm ortam değişkenlerinin tam listesini [burada](https://docs.dify.ai/getting-started/install-self-hosted/environments) bulabilirsiniz.
194
-
195
- Yüksek kullanılabilirliğe sahip bir kurulum yapılandırmak isterseniz, Dify'ın Kubernetes üzerine dağıtılmasına olanak tanıyan topluluk katkılı [Helm Charts](https://helm.sh/) ve YAML dosyaları mevcuttur.
196
-
197
- - [@LeoQuote tarafından Helm Chart](https://github.com/douban/charts/tree/master/charts/dify)
198
- - [@BorisPolonsky tarafından Helm Chart](https://github.com/BorisPolonsky/dify-helm)
199
- - [@Winson-030 tarafından YAML dosyası](https://github.com/Winson-030/dify-kubernetes)
200
-
201
- #### Dağıtım için Terraform Kullanımı
202
-
203
- Dify'ı bulut platformuna tek tıklamayla dağıtın [terraform](https://www.terraform.io/) kullanarak
204
-
205
- ##### Azure Global
206
- - [Azure Terraform tarafından @nikawang](https://github.com/nikawang/dify-azure-terraform)
207
-
208
- ##### Google Cloud
209
- - [Google Cloud Terraform tarafından @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
210
-
211
- ## Katkıda Bulunma
212
-
213
- Kod katkısında bulunmak isteyenler için [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakabilirsiniz.
214
- Aynı zamanda, lütfen Dify'ı sosyal medyada, etkinliklerde ve konferanslarda paylaşarak desteklemeyi düşünün.
215
-
216
- > Dify'ı Mandarin veya İngilizce dışındaki dillere çevirmemize yardımcı olacak katkıda bulunanlara ihtiyacımız var. Yardımcı olmakla ilgileniyorsanız, lütfen daha fazla bilgi için [i18n README](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) dosyasına bakın ve [Discord Topluluk Sunucumuzdaki](https://discord.gg/8Tpq4AcN9c) `global-users` kanalında bize bir yorum bırakın.
217
-
218
- **Katkıda Bulunanlar**
219
-
220
- <a href="https://github.com/langgenius/dify/graphs/contributors">
221
- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
222
- </a>
223
-
224
- ## Topluluk & iletişim
225
-
226
- * [Github Tartışmaları](https://github.com/langgenius/dify/discussions). En uygun: geri bildirim paylaşmak ve soru sormak için.
227
- * [GitHub Sorunları](https://github.com/langgenius/dify/issues). En uygun: Dify.AI kullanırken karşılaştığınız hatalar ve özellik önerileri için. [Katkı Kılavuzumuza](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) bakın.
228
- * [Discord](https://discord.gg/FngNHpbcY7). En uygun: uygulamalarınızı paylaşmak ve toplulukla vakit geçirmek için.
229
- * [X(Twitter)](https://twitter.com/dify_ai). En uygun: uygulamalarınızı paylaşmak ve toplulukla vakit geçirmek için.
230
-
231
- ## Star history
232
-
233
- [![Star History Chart](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
234
-
235
- ## Güvenlik açıklaması
236
-
237
- Gizliliğinizi korumak için, lütfen güvenlik sorunlarını GitHub'da paylaşmaktan kaçının. Bunun yerine, sorularınızı [email protected] adresine gönderin ve size daha detaylı bir cevap vereceğiz.
238
-
239
- ## Lisans
240
-
241
- Bu depo, temel olarak Apache 2.0 lisansı ve birkaç ek kısıtlama içeren [Dify Açık Kaynak Lisansı](LICENSE) altında kullanıma sunulmuştur.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
README_VI.md DELETED
@@ -1,238 +0,0 @@
1
- ![cover-v5-optimized](https://github.com/langgenius/dify/assets/13230914/f9e19af5-61ba-4119-b926-d10c4c06ebab)
2
-
3
- <p align="center">
4
- <a href="https://cloud.dify.ai">Dify Cloud</a> ·
5
- <a href="https://docs.dify.ai/getting-started/install-self-hosted">Tự triển khai</a> ·
6
- <a href="https://docs.dify.ai">Tài liệu</a> ·
7
- <a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Yêu cầu doanh nghiệp</a>
8
- </p>
9
-
10
- <p align="center">
11
- <a href="https://dify.ai" target="_blank">
12
- <img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
13
- <a href="https://dify.ai/pricing" target="_blank">
14
- <img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
15
- <a href="https://discord.gg/FngNHpbcY7" target="_blank">
16
- <img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
17
- alt="chat trên Discord"></a>
18
- <a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
19
- <img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
20
- alt="theo dõi trên X(Twitter)"></a>
21
- <a href="https://hub.docker.com/u/langgenius" target="_blank">
22
- <img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
23
- <a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
24
- <img alt="Commits tháng trước" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
25
- <a href="https://github.com/langgenius/dify/" target="_blank">
26
- <img alt="Vấn đề đã đóng" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
27
- <a href="https://github.com/langgenius/dify/discussions/" target="_blank">
28
- <img alt="Bài thảo luận" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
29
- </p>
30
-
31
- <p align="center">
32
- <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
33
- <a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
34
- <a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
35
- <a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
36
- <a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
37
- <a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
38
- <a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
39
- <a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
40
- <a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
41
- <a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
42
- </p>
43
-
44
-
45
- Dify là một nền tảng phát triển ứng dụng LLM mã nguồn mở. Giao diện trực quan kết hợp quy trình làm việc AI, mô hình RAG, khả năng tác nhân, quản lý mô hình, tính năng quan sát và hơn thế nữa, cho phép bạn nhanh chóng chuyển từ nguyên mẫu sang sản phẩm. Đây là danh sách các tính năng cốt lõi:
46
- </br> </br>
47
-
48
- **1. Quy trình làm việc**:
49
- Xây dựng và kiểm tra các quy trình làm việc AI mạnh mẽ trên một canvas trực quan, tận dụng tất cả các tính năng sau đây và hơn thế nữa.
50
-
51
-
52
- https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
53
-
54
-
55
-
56
- **2. Hỗ trợ mô hình toàn diện**:
57
- Tích hợp liền mạch với hàng trăm mô hình LLM độc quyền / mã nguồn mở từ hàng chục nhà cung cấp suy luận và giải pháp tự lưu trữ, bao gồm GPT, Mistral, Llama3, và bất kỳ mô hình tương thích API OpenAI nào. Danh sách đầy đủ các nhà cung cấp mô hình được hỗ trợ có thể được tìm thấy [tại đây](https://docs.dify.ai/getting-started/readme/model-providers).
58
-
59
- ![providers-v5](https://github.com/langgenius/dify/assets/13230914/5a17bdbe-097a-4100-8363-40255b70f6e3)
60
-
61
-
62
- **3. IDE Prompt**:
63
- Giao diện trực quan để tạo prompt, so sánh hiệu suất mô hình và thêm các tính năng bổ sung như chuyển văn bản thành giọng nói cho một ứng dụng dựa trên trò chuyện.
64
-
65
- **4. Mô hình RAG**:
66
- Khả năng RAG mở rộng bao gồm mọi thứ từ nhập tài liệu đến truy xuất, với hỗ trợ sẵn có cho việc trích xuất văn bản từ PDF, PPT và các định dạng tài liệu phổ biến khác.
67
-
68
- **5. Khả năng tác nhân**:
69
- Bạn có thể định nghĩa các tác nhân dựa trên LLM Function Calling hoặc ReAct, và thêm các công cụ được xây dựng sẵn hoặc tùy chỉnh cho tác nhân. Dify cung cấp hơn 50 công cụ tích hợp sẵn cho các tác nhân AI, như Google Search, DALL·E, Stable Diffusion và WolframAlpha.
70
-
71
- **6. LLMOps**:
72
- Giám sát và phân tích nhật ký và hiệu suất ứng dụng theo thời gian. Bạn có thể liên tục cải thiện prompt, bộ dữ liệu và mô hình dựa trên dữ liệu sản xuất và chú thích.
73
-
74
- **7. Backend-as-a-Service**:
75
- Tất cả các dịch vụ của Dify đều đi kèm với các API tương ứng, vì vậy bạn có thể dễ dàng tích hợp Dify vào logic kinh doanh của riêng mình.
76
-
77
-
78
- ## So sánh tính năng
79
- <table style="width: 100%;">
80
- <tr>
81
- <th align="center">Tính năng</th>
82
- <th align="center">Dify.AI</th>
83
- <th align="center">LangChain</th>
84
- <th align="center">Flowise</th>
85
- <th align="center">OpenAI Assistants API</th>
86
- </tr>
87
- <tr>
88
- <td align="center">Phương pháp lập trình</td>
89
- <td align="center">Hướng API + Ứng dụng</td>
90
- <td align="center">Mã Python</td>
91
- <td align="center">Hướng ứng dụng</td>
92
- <td align="center">Hướng API</td>
93
- </tr>
94
- <tr>
95
- <td align="center">LLMs được hỗ trợ</td>
96
- <td align="center">Đa dạng phong phú</td>
97
- <td align="center">Đa dạng phong phú</td>
98
- <td align="center">Đa dạng phong phú</td>
99
- <td align="center">Chỉ OpenAI</td>
100
- </tr>
101
- <tr>
102
- <td align="center">RAG Engine</td>
103
- <td align="center">✅</td>
104
- <td align="center">✅</td>
105
- <td align="center">✅</td>
106
- <td align="center">✅</td>
107
- </tr>
108
- <tr>
109
- <td align="center">Agent</td>
110
- <td align="center">✅</td>
111
- <td align="center">✅</td>
112
- <td align="center">❌</td>
113
- <td align="center">✅</td>
114
- </tr>
115
- <tr>
116
- <td align="center">Quy trình làm việc</td>
117
- <td align="center">✅</td>
118
- <td align="center">❌</td>
119
- <td align="center">✅</td>
120
- <td align="center">❌</td>
121
- </tr>
122
- <tr>
123
- <td align="center">Khả năng quan sát</td>
124
- <td align="center">✅</td>
125
- <td align="center">✅</td>
126
- <td align="center">❌</td>
127
- <td align="center">❌</td>
128
- </tr>
129
- <tr>
130
- <td align="center">Tính năng doanh nghiệp (SSO/Kiểm soát truy cập)</td>
131
- <td align="center">✅</td>
132
- <td align="center">❌</td>
133
- <td align="center">❌</td>
134
- <td align="center">❌</td>
135
- </tr>
136
- <tr>
137
- <td align="center">Triển khai cục bộ</td>
138
- <td align="center">✅</td>
139
- <td align="center">✅</td>
140
- <td align="center">✅</td>
141
- <td align="center">❌</td>
142
- </tr>
143
- </table>
144
-
145
- ## Sử dụng Dify
146
-
147
- - **Cloud </br>**
148
- Chúng tôi lưu trữ dịch vụ [Dify Cloud](https://dify.ai) cho bất kỳ ai muốn thử mà không cần cài đặt. Nó cung cấp tất cả các khả năng của phiên bản tự triển khai và bao gồm 200 lượt gọi GPT-4 miễn phí trong gói sandbox.
149
-
150
- - **Tự triển khai Dify Community Edition</br>**
151
- Nhanh chóng chạy Dify trong môi trường của bạn với [hướng dẫn bắt đầu](#quick-start) này.
152
- Sử dụng [tài liệu](https://docs.dify.ai) của chúng tôi để tham khảo thêm và nhận hướng dẫn chi tiết hơn.
153
-
154
- - **Dify cho doanh nghiệp / tổ chức</br>**
155
- Chúng tôi cung cấp các tính năng bổ sung tập trung vào doanh nghiệp. [Ghi lại câu hỏi của bạn cho chúng tôi thông qua chatbot này](https://udify.app/chat/22L1zSxg6yW1cWQg) hoặc [gửi email cho chúng tôi](mailto:[email protected]?subject=[GitHub]Business%20License%20Inquiry) để thảo luận về nhu cầu doanh nghiệp. </br>
156
- > Đối với các công ty khởi nghiệp và doanh nghiệp nhỏ sử dụng AWS, hãy xem [Dify Premium trên AWS Marketplace](https://aws.amazon.com/marketplace/pp/prodview-t22mebxzwjhu6) và triển khai nó vào AWS VPC của riêng bạn chỉ với một cú nhấp chuột. Đây là một AMI giá cả phải chăng với tùy chọn tạo ứng dụng với logo và thương hiệu tùy chỉnh.
157
-
158
-
159
- ## Luôn cập nhật
160
-
161
- Yêu thích Dify trên GitHub và được thông báo ngay lập tức về các bản phát hành mới.
162
-
163
- ![star-us](https://github.com/langgenius/dify/assets/13230914/b823edc1-6388-4e25-ad45-2f6b187adbb4)
164
-
165
-
166
-
167
- ## Bắt đầu nhanh
168
- > Trước khi cài đặt Dify, hãy đảm bảo máy của bạn đáp ứng các yêu cầu hệ thống tối thiểu sau:
169
- >
170
- >- CPU >= 2 Core
171
- >- RAM >= 4GB
172
-
173
- </br>
174
-
175
- Cách dễ nhất để khởi động máy chủ Dify là chạy tệp [docker-compose.yml](docker/docker-compose.yaml) của chúng tôi. Trước khi chạy lệnh cài đặt, hãy đảm bảo rằng [Docker](https://docs.docker.com/get-docker/) và [Docker Compose](https://docs.docker.com/compose/install/) đã được cài đặt trên máy của bạn:
176
-
177
- ```bash
178
- cd docker
179
- cp .env.example .env
180
- docker compose up -d
181
- ```
182
-
183
- Sau khi chạy, bạn có thể truy cập bảng điều khiển Dify trong trình duyệt của bạn tại [http://localhost/install](http://localhost/install) và bắt đầu quá trình khởi tạo.
184
-
185
- > Nếu bạn muốn đóng góp cho Dify hoặc phát triển thêm, hãy tham khảo [hướng dẫn triển khai từ mã nguồn](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code) của chúng tôi
186
-
187
- ## Các bước tiếp theo
188
-
189
- Nếu bạn cần tùy chỉnh cấu hình, vui lòng tham khảo các nhận xét trong tệp [.env.example](docker/.env.example) của chúng tôi và cập nhật các giá trị tương ứng trong tệp `.env` của bạn. Ngoài ra, bạn có thể cần điều chỉnh tệp `docker-compose.yaml`, chẳng hạn như thay đổi phiên bản hình ảnh, ánh xạ cổng hoặc gắn kết khối lượng, dựa trên môi trường triển khai cụ thể và yêu cầu của bạn. Sau khi thực hiện bất kỳ thay đổi nào, vui lòng chạy lại `docker-compose up -d`. Bạn có thể tìm thấy danh sách đầy đủ các biến môi trường có sẵn [tại đây](https://docs.dify.ai/getting-started/install-self-hosted/environments).
190
-
191
- Nếu bạn muốn cấu hình một cài đặt có độ sẵn sàng cao, có các [Helm Charts](https://helm.sh/) và tệp YAML do cộng đồng đóng góp cho phép Dify được triển khai trên Kubernetes.
192
-
193
- - [Helm Chart bởi @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
194
- - [Helm Chart bởi @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
195
- - [Tệp YAML bởi @Winson-030](https://github.com/Winson-030/dify-kubernetes)
196
-
197
- #### Sử dụng Terraform để Triển khai
198
-
199
- Triển khai Dify lên nền tảng đám mây với một cú nhấp chuột bằng cách sử dụng [terraform](https://www.terraform.io/)
200
-
201
- ##### Azure Global
202
- - [Azure Terraform bởi @nikawang](https://github.com/nikawang/dify-azure-terraform)
203
-
204
- ##### Google Cloud
205
- - [Google Cloud Terraform bởi @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
206
-
207
- ## Đóng góp
208
-
209
- Đối với những người muốn đóng góp mã, xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) của chúng tôi.
210
- Đồng thời, vui lòng xem xét hỗ trợ Dify bằng cách chia sẻ nó trên mạng xã hội và tại các sự kiện và hội nghị.
211
-
212
-
213
- > Chúng tôi đang tìm kiếm người đóng góp để giúp dịch Dify sang các ngôn ngữ khác ngoài tiếng Trung hoặc tiếng Anh. Nếu bạn quan tâm đến việc giúp đỡ, vui lòng xem [README i18n](https://github.com/langgenius/dify/blob/main/web/i18n/README.md) để biết thêm thông tin và để lại bình luận cho chúng tôi trong kênh `global-users` của [Máy chủ Cộng đồng Discord](https://discord.gg/8Tpq4AcN9c) của chúng tôi.
214
-
215
- **Người đóng góp**
216
-
217
- <a href="https://github.com/langgenius/dify/graphs/contributors">
218
- <img src="https://contrib.rocks/image?repo=langgenius/dify" />
219
- </a>
220
-
221
- ## Cộng đồng & liên hệ
222
-
223
- * [Thảo luận GitHub](https://github.com/langgenius/dify/discussions). Tốt nhất cho: chia sẻ phản hồi và đặt câu hỏi.
224
- * [Vấn đề GitHub](https://github.com/langgenius/dify/issues). Tốt nhất cho: lỗi bạn gặp phải khi sử dụng Dify.AI và đề xuất tính năng. Xem [Hướng dẫn Đóng góp](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md) của chúng tôi.
225
- * [Discord](https://discord.gg/FngNHpbcY7). Tốt nhất cho: chia sẻ ứng dụng của bạn và giao lưu với cộng đồng.
226
- * [X(Twitter)](https://twitter.com/dify_ai). Tốt nhất cho: chia sẻ ứng dụng của bạn và giao lưu với cộng đồng.
227
-
228
- ## Lịch sử Yêu thích
229
-
230
- [![Biểu đồ Lịch sử Yêu thích](https://api.star-history.com/svg?repos=langgenius/dify&type=Date)](https://star-history.com/#langgenius/dify&Date)
231
-
232
- ## Tiết lộ bảo mật
233
-
234
- Để bảo vệ quyền riêng tư của bạn, vui lòng tránh đăng các vấn đề bảo mật trên GitHub. Thay vào đó, hãy gửi câu hỏi của bạn đến [email protected] và chúng tôi sẽ cung cấp cho bạn câu trả lời chi tiết hơn.
235
-
236
- ## Giấy phép
237
-
238
- Kho lưu trữ này có sẵn theo [Giấy phép Mã nguồn Mở Dify](LICENSE), về cơ bản là Apache 2.0 với một vài hạn chế bổ sung.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
api/core/model_runtime/README_CN.md DELETED
@@ -1,89 +0,0 @@
1
- # Model Runtime
2
-
3
- 该模块提供了各模型的调用、鉴权接口,并为 Dify 提供了统一的模型供应商的信息和凭据表单规则。
4
-
5
- - 一方面将模型和上下游解耦,方便开发者对模型横向扩展,
6
- - 另一方面提供了只需在后端定义供应商和模型,即可在前端页面直接展示,无需修改前端逻辑。
7
-
8
- ## 功能介绍
9
-
10
- - 支持 5 种模型类型的能力调用
11
-
12
- - `LLM` - LLM 文本补全、对话,预计算 tokens 能力
13
- - `Text Embedidng Model` - 文本 Embedding ,预计算 tokens 能力
14
- - `Rerank Model` - 分段 Rerank 能力
15
- - `Speech-to-text Model` - 语音转文本能力
16
- - `Text-to-speech Model` - 文本转语音能力
17
- - `Moderation` - Moderation 能力
18
-
19
- - 模型供应商展示
20
-
21
- ![image-20231210143654461](./docs/zh_Hans/images/index/image-20231210143654461.png)
22
-
23
- ​ 展示所有已支持的供应商列表,除了返回供应商名称、图标之外,还提供了支持的模型类型列表,预定义模型列表、配置方式以及配置凭据的表单规则等等,规则设计详见:[Schema](./docs/zh_Hans/schema.md)。
24
-
25
- - 可选择的模型列表展示
26
-
27
- ![image-20231210144229650](./docs/zh_Hans/images/index/image-20231210144229650.png)
28
-
29
- ​ 配置供应商/模型凭据后,可在此下拉(应用编排界面/默认模型)查看可用的 LLM 列表,其中灰色的为未配置凭据供应商的预定义模型列表,方便用户查看已支持的模型。
30
-
31
- ​ 除此之外,该列表还返回了 LLM 可配置的参数信息和规则,如下图:
32
-
33
- ​ ![image-20231210144814617](./docs/zh_Hans/images/index/image-20231210144814617.png)
34
-
35
- ​ 这里的参数均为后端定义,相比之前只有 5 种固定参数,这里可为不同模型设置所支持的各种参数,详见:[Schema](./docs/zh_Hans/schema.md#ParameterRule)。
36
-
37
- - 供应商/模型凭据鉴权
38
-
39
- ![image-20231210151548521](./docs/zh_Hans/images/index/image-20231210151548521.png)
40
-
41
- ![image-20231210151628992](./docs/zh_Hans/images/index/image-20231210151628992.png)
42
-
43
- ​ 供应商列表返回了凭据表单的配置信息,可通过 Runtime 提供的接口对凭据进行鉴权,上图 1 为供应商凭据 DEMO,上图 2 为模型凭据 DEMO。
44
-
45
- ## 结构
46
-
47
- ![](./docs/zh_Hans/images/index/image-20231210165243632.png)
48
-
49
- Model Runtime 分三层:
50
-
51
- - 最外层为工厂方法
52
-
53
- 提供获取所有供应商、所有模型列表、获取供应商实例、供应商/模型凭据鉴权方法。
54
-
55
- - 第二层为供应商层
56
-
57
- 提供获取当前供应商模型列表、获取模型实例、供应商凭据鉴权、供应商配置规则信息,**可横向扩展**以支持不同的供应商。
58
-
59
- 对于供应商/模型凭据,有两种情况
60
- - 如OpenAI这类中心化供应商,需要定义如**api_key**这类的鉴权凭据
61
- - 如[**Xinference**](https://github.com/xorbitsai/inference)这类本地部署的供应商,需要定义如**server_url**这类的地址凭据,有时候还需要定义**model_uid**之类的模型类型凭据,就像下面这样,当在供应商层定义了这些凭据后,就可以在前端页面上直接展示,无需修改前端逻辑。
62
- ![Alt text](docs/zh_Hans/images/index/image.png)
63
-
64
- 当配置好凭据后,就可以通过DifyRuntime的外部接口直接获取到对应供应商所需要的**Schema**(凭据表单规则),从而在可以在不修改前端逻辑的情况下,提供新的供应商/模型的支持。
65
-
66
- - 最底层为模型层
67
-
68
- 提供各种模型类型的直接调用、预定义模型配置信息、获取预定义/远程模型列表、模型凭据鉴权方法,不同模型额外提供了特殊方法,如 LLM 提供预计算 tokens 方法、获取费用信息方法等,**可横向扩展**同供应商下不同的模型(支持的模型类型下)。
69
-
70
- 在这里我们需要先区分模型参数与模型凭据。
71
-
72
- - 模型参数(**在本层定义**):这是一类经常需要变动,随时调整的参数,如 LLM 的 **max_tokens**、**temperature** 等,这些参数是由用户在前端页面上进行调整的,因此需要在后端定义参数的规则,以便前端页面进行展示和调整。在DifyRuntime中,他们的参数名一般为**model_parameters: dict[str, any]**。
73
-
74
- - 模型凭据(**在供应商层定义**):这是一类不经常变动,一般在配置好后就不会再变动的参数,如 **api_key**、**server_url** 等。在DifyRuntime中,他们的参数名一般为**credentials: dict[str, any]**,Provider层的credentials会直接被传递到这一层,不需要再单独定义。
75
-
76
- ## 下一步
77
-
78
- ### [增加新的供应商配置 👈🏻](./docs/zh_Hans/provider_scale_out.md)
79
- 当添加后,这里将会出现一个新的供应商
80
-
81
- ![Alt text](docs/zh_Hans/images/index/image-1.png)
82
-
83
- ### [为已存在的供应商新增模型 👈🏻](./docs/zh_Hans/provider_scale_out.md#增加模型)
84
- 当添加后,对应供应商的模型列表中将会出现一个新的预定义模型供用户选择,如GPT-3.5 GPT-4 ChatGLM3-6b等,而对于支持自定义模型的供应商,则不需要新增模型。
85
-
86
- ![Alt text](docs/zh_Hans/images/index/image-2.png)
87
-
88
- ### [接口的具体实现 👈🏻](./docs/zh_Hans/interfaces.md)
89
- 你可以在这里找到你想要查看的接口的具体实现,以及接口的参数和返回值的具体含义。
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
api/core/tools/README_CN.md DELETED
@@ -1,27 +0,0 @@
1
- # Tools
2
-
3
- 该模块提供了各Agent和Workflow中会使用的内置工具的调用、鉴权接口,并为 Dify 提供了统一的工具供应商的信息和凭据表单规则。
4
-
5
- - 一方面将工具和业务代码解耦,方便开发者对模型横向扩展,
6
- - 另一方面提供了只需在后端定义供应商和工具,即可在前端页面直接展示,无需修改前端逻辑。
7
-
8
- ## 功能介绍
9
-
10
- 对于给Agent和Workflow提供的工具,我们当前将其分为两类:
11
- - `Built-in Tools` 内置工具,即Dify内部实现的工具,通过硬编码的方式提供给Agent和Workflow使用。
12
- - `Api-Based Tools` 基于API的工具,即通过调用第三方API实现的工具,`Api-Based Tool`不需要再额外定义,只需提供`OpenAPI` `Swagger` `OpenAI plugin`等接口文档即可。
13
-
14
- ### 内置工具供应商
15
- ![Alt text](docs/images/index/image.png)
16
-
17
- ### API工具供应商
18
- ![Alt text](docs/images/index/image-1.png)
19
-
20
- ## 工具接入
21
- 为了实现更灵活更强大的功能,Tools提供了一系列的接口,帮助开发者快速构建想要的工具,本文作为开发者的入门指南,将会以[快速接入](./docs/zh_Hans/tool_scale_out.md)和[高级接入](./docs/zh_Hans/advanced_scale_out.md)两部分介绍如何接入工具。
22
-
23
- ### [快速接入 👈🏻](./docs/zh_Hans/tool_scale_out.md)
24
- 快速接入可以帮助你在10~20分钟内完成工具的接入,但是这种接入方式只能实现简单的功能,如果你想要实现更复杂的功能,可以参考下面的高级接入。
25
-
26
- ### [高级接入 👈🏻](./docs/zh_Hans/advanced_scale_out.md)
27
- 高级接入将介绍如何实现更复杂的功能配置,包括实现图生图、实现多个工具的组合、实现参数、图片、文件在多个工具之间的流转。
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
api/core/tools/README_JP.md DELETED
@@ -1,31 +0,0 @@
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- # Tools
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- このモジュールは、Difyのエージェントアシスタントやワークフローで使用される組み込みツールを実装しています。このモジュールでは、フロントエンドのロジックを変更することなく、独自のツールを定義し表示することができます。この分離により、Difyの機能を容易に水平方向にスケールアウトできます。
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- ## 機能紹介
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- エージェントとワークフロー向けに提供されるツールは、現在2つのカテゴリーに分類されています。
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- - `Built-in Tools`はDify内部で実装され、エージェントとワークフローで使用するためにハードコードされています。
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- - `Api-Based Tools`はサードパーティのAPIを利用して実装されています。これらを統合するためのコーディングは不要で、フロントエンドで
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- `OpenAPI`, `Swagger`または`OpenAI-plugin`などの形式でインターフェース定義を提供するだけです。
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- ### 組み込みツールプロバイダー
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- ![Alt text](docs/images/index/image.png)
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- ### APIツールプロバイダー
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- ![Alt text](docs/images/index/image-1.png)
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- ## ツールの統合
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- 開発者が柔軟で強力なツールを構築できるよう、2つのガイドを提供しています。
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- ### [クイック統合 👈🏻](./docs/ja_JP/tool_scale_out.md)
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- クイック統合は、Google検索ツールの例を通じて、ツール統合の基本をすばやく理解できるようにすることを目的としています。
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- ### [高度な統合 👈🏻](./docs/ja_JP/advanced_scale_out.md)
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- 高度な統合では、モジュールインターフェースについてより深く掘り下げ、画像生成、複数ツールの組み合わせ、異なるツール間でのパラメーター、画像、ファイルのフロー管理など、より複雑な機能の実装方法を説明します。