Update AI Management Module documentation for new v10.2 features#24941
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Update AI Management Module documentation for new v10.2 features#24941
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Pull request overview
This PR updates the AI Management Module documentation to reflect new features introduced in v10.2, including MCP server integration, RAG (Retrieval-Augmented Generation) with file upload capabilities, and OpenAI-compatible API endpoints.
Changes:
- Added documentation for MCP (Model Context Protocol) server management and integration
- Added comprehensive RAG documentation covering embedders, vector stores, and document upload functionality
- Added OpenAI-compatible API documentation with usage examples and endpoint references
Comments suppressed due to low confidence (3)
docs/en/modules/ai-management/index.md:252
- The maximum file size limit should be clarified with the unit format (e.g., '10 MB (megabytes)') to avoid potential confusion between MB and MiB, or specify whether this is a hard limit enforced by the system.
Maximum file size: **10 MB**.
docs/en/modules/ai-management/index.md:288
- The use of double hyphens '--' for a dash is inconsistent with standard markdown formatting. Consider using an em dash '—' or restructuring the sentence for better readability.
Once RAG is configured on a workspace, you can upload documents through the workspace management UI. Uploaded documents are automatically processed -- their content is chunked, embedded, and stored in the configured vector store. You can then ask questions in the chat interface, and the AI model will use the uploaded documents as context.
docs/en/modules/ai-management/index.md:620
- The example uses a hardcoded localhost URL with a specific port (44336). Consider using a placeholder like 'https://your-app-url/v1' to make it clear this should be replaced with the actual deployment URL, consistent with the general usage pattern described above.
base_url="https://localhost:44336/v1",
enisn
approved these changes
Feb 25, 2026
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Description
Resolves https://github.com/volosoft/vs-internal/issues/8210
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