diff --git a/en/getting-started/readme/specifications-and-technical-features.md b/en/getting-started/readme/specifications-and-technical-features.md index e5900b7..50c19e4 100644 --- a/en/getting-started/readme/specifications-and-technical-features.md +++ b/en/getting-started/readme/specifications-and-technical-features.md @@ -10,8 +10,8 @@ We adopt transparent policies around product specifications to ensure decisions ### Project Basics -
| Established | March 2023 |
| Open Source License | Apache License 2.0 with commercial licensing |
| Official R&D Team | Over 10 full-time employees |
| Community Contributors | Over 60 people |
| Backend Technology | Python/Flask/PostgreSQL |
| Frontend Technology | Next.js |
| Codebase Size | Over 130,000 lines |
| Release Frequency | Average once per week |
| Established | March 2023 |
| Open Source License | Apache License 2.0 with commercial licensing |
| Official R&D Team | Over 10 full-time employees |
| Community Contributors | Over 70 people |
| Backend Technology | Python/Flask/PostgreSQL |
| Frontend Technology | Next.js |
| Codebase Size | Over 130,000 lines |
| Release Frequency | Average once per week |
| 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 | 4, Xoribits (recommended), OpenLLM, LocalAI, ChatGLM |
| 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 |
| 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 |