feat(cockpit): product-grade LLM integration with context + model mgmt
Backend:
- cockpit_chat.dspy: real LLM calls via llm table config, Hermes-style
context (system prompt + project/iteration + history), auto model
selection (multimodal if files, text otherwise)
- cockpit_model_options.dspy: returns active models with capabilities
- llm table: added capabilities column (text/vision/multimodal)
Frontend:
- inputed script: no page reload, updates agent bubble with LLM reply
- stats_row refreshed on success, error shown in bubble
DB:
- sd_agent_settings table for per-user agent preferences
yumoqing
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