Azim 9a3b7aa4f5 Add OpenAI tool-calling agentic loop with file tools and MiniMax MCP integration
- AIService.generate() now runs an agentic loop: sends tools to the API,
  handles tool_calls responses, executes tools, appends results, and repeats
  until a text response (up to tool_max_rounds, default 10)
- New app/ai/tools.py: six sandboxed file tools (write/read/create/modify/delete/list),
  OpenAI JSON schemas, path sandbox validator, and MCP→OpenAI schema converter
- Paths are sandboxed to workspace/ (project root) and prompts/ai/; traversal blocked
- MinimaxImageUnderstandClient gains list_tools() and call_tool() methods; MCP tool
  schemas are lazily fetched once per session and forwarded to the AI as callable tools
- AIConfig gains workspace_dir (Path, default workspace/) and tool_max_rounds (int, default 10)
- MCP client opened lazily only when an MCP tool is actually called during a loop

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-18 09:55:45 +02:00
2026-05-15 12:39:24 +02:00
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