diff --git a/en/getting-started/readme/specifications-and-technical-features.md b/en/getting-started/readme/specifications-and-technical-features.md index 50c19e4..4572454 100644 --- a/en/getting-started/readme/specifications-and-technical-features.md +++ b/en/getting-started/readme/specifications-and-technical-features.md @@ -14,4 +14,4 @@ We adopt transparent policies around product specifications to ensure decisions ### Technical Features -
| LLM Inference Engines | Dify Runtime (LangChain removed since v0.4) |
| Commercial Models Supported | 10+, including OpenAI and Anthropic Onboard new mainstream models within 48 hours |
| MaaS Vendor Supported | 2, Hugging Face and Replicate |
| Local Model Inference Runtimes Supported | 5, Xoribits (recommended), OpenLLM, LocalAI, ChatGLM,Ollama |
| Multimodal Capabilities | ASR Models Rich-text models up to GPT-4V specs |
| Built-in App Types | Text generation, Conversational |
| Prompt-as-a-Service Orchestration | Visual orchestration interface widely praised, modify Prompts and preview effects in one place. Orchestration Modes
Prompt Variable Types
|
| RAG Features | Industry-first visual knowledge base management interface, supporting snippet previews and recall testing. Indexing Methods
Retrieval Methods
Recall Optimization
|
| ETL Capabilities | Automated cleaning for TXT, Markdown, PDF, HTML, DOC, CSV formats. Unstructured service enables maximum support. Sync Notion docs as knowledge bases. |
| Vector Databases Supported | Qdrant (recommended), Weaviate, Zilliz |
| Agent Technologies | ReAct, Function Call. Tooling Support
Built-in Tools
|
| Logging | Supported, annotations based on logs |
| Annotation Reply | Based on human-annotated Q&As, used for similarity-based replies. Exportable as data format for model fine-tuning. |
| Content Moderation | OpenAI Moderation or external APIs |
| Team Collaboration | Workspaces, multi-member management |
| API Specs | RESTful, most features covered |
| Deployment Methods | Docker, Helm |
| LLM Inference Engines | Dify Runtime (LangChain removed since v0.4) |
| Commercial Models Supported | 10+, including OpenAI and Anthropic Onboard new mainstream models within 48 hours |
| MaaS Vendor Supported | 2, Hugging Face and Replicate |
| Local Model Inference Runtimes Supported | 5, Xoribits (recommended), OpenLLM, LocalAI, ChatGLM,Ollama |
| Multimodal Capabilities | ASR Models Rich-text models up to GPT-4V specs |
| Built-in App Types | Text generation, Conversational, Agent, Workflow, Group(Q2 2024) |
| Prompt-as-a-Service Orchestration | Visual orchestration interface widely praised, modify Prompts and preview effects in one place. Orchestration Modes
Prompt Variable Types
|
| Agentic Workflow Features | Experience a brand-new visual canvas for orchestration, featuring live-editing node debugging, plug-and-play DSL, native code runtime, for creating more complex, reliable, and stable LLM applications.
|
| RAG Features | Industry-first visual knowledge base management interface, supporting snippet previews and recall testing. Indexing Methods
Retrieval Methods
Recall Optimization
|
| ETL Capabilities | Automated cleaning for TXT, Markdown, PDF, HTML, DOC, CSV formats. Unstructured service enables maximum support. Sync Notion docs as knowledge bases. |
| Vector Databases Supported | Qdrant (recommended), Weaviate, Zilliz |
| Agent Technologies | ReAct, Function Call. Tooling Support
Built-in Tools
|
| Logging | Supported, annotations based on logs |
| Annotation Reply | Based on human-annotated Q&As, used for similarity-based replies. Exportable as data format for model fine-tuning. |
| Content Moderation | OpenAI Moderation or external APIs |
| Team Collaboration | Workspaces, multi-member management |
| API Specs | RESTful, most features covered |
| Deployment Methods | Docker, Helm |