חוות דעת מהירה
- Self-hosted option is fully free with unlimited usage — only model API costs apply
- Visual workflow editor significantly reduces development time for RAG and agent pipelines
הכי מתאים ל: Product teams prototyping AI-powered features quickly, Small businesses building chatbots without engineering resources, Developers who want a UI layer over their LLM pipelines
Dify
פלטפורמת קוד פתוח לפיתוח אפליקציות LLM עם עורך workflows ויזואלי, צינורות RAG ומסגרת סוכנים מובנית. תומכת במאות מודלים מסחריים ומקומיים וכוללת ניהול פרומפטים, observability ו-API מוכן לפרודקשן, בפריסה עצמית או בענן. מהפרויקטים הפופולריים בתחום ב-GitHub, ומתאימה לצוותים שבונים אפליקציות AI ארגוניות.
הכי מתאים ל: Product teams prototyping AI-powered features quickly • Small businesses building chatbots without engineering resources • Developers who want a UI layer over their LLM pipelines • Organizations needing self-hosted AI with data residency control
תכונות עיקריות
- Visual workflow builder for multi-step LLM pipelines
- Built-in RAG pipeline with document upload and vector indexing
- Support for 50+ LLM providers (OpenAI, Anthropic, Gemini, Ollama, etc.)
- Agent mode with tool calling (web search, code execution, custom APIs)
- Prompt orchestration with A/B testing and version history
- One-click deployment as a web app, API, or embeddable widget
- Team workspace with role-based access control
- Observability dashboard: token usage, latency, error rates per workflow
יתרונות
- Self-hosted option is fully free with unlimited usage — only model API costs apply
- Visual workflow editor significantly reduces development time for RAG and agent pipelines
- Built-in observability dashboard catches prompt regressions before they reach production
חסרונות
- Cloud pricing ($159/mo) is expensive for what is largely a frontend for LLM APIs
- Complex agent logic (e.g., dynamic branching, loops) requires workarounds in the visual builder
- Self-hosted setup requires Docker knowledge and ongoing maintenance for updates
תמחור
| תוכנית | פרטים |
|---|---|
| חינם | Cloud Sandbox free: 200 message credits, 1 workspace, 1 member, 5 apps, 50MB storage. Also self-hostable (open source). |
| בסיסי | Professional: $59/mo |
| מקצועי | Team: $159/mo |
| ארגוני | Enterprise: Custom |
LLM app dev platform. Free for students/educators. Self-hosted community edition is free.
טיפים ושיטות עבודה מומלצות
Use Dify's document indexing to build a RAG knowledge base — it handles chunking and embedding automatically
Enable the annotation feature to log and correct bad outputs, which feeds back into prompt improvement
Deploy the self-hosted version on a $10/mo VPS to get the full feature set for near-zero cost
חלופות ל-Dify
המלצה סופית
Dify הוא כלי AI פרימיום חלקי המתאים ביותר לProduct teams prototyping AI-powered features quickly, Small businesses building chatbots without engineering resources.