3 Commits

Author	SHA1	Message	Date
Will Miao	51c0135250	refactor(agent): rename agent_cli to metadata_ops, strip temp debug logs ... - Rename py/agent_cli/ -> py/metadata_ops/ (module was never agent-related) - Rename tests/agent_cli/ -> tests/metadata_ops/ - Remove 9 low-value/debug INFO log points across agent_handlers.py, agent_service.py, llm_service.py, and metadata_ops/__init__.py - Keep LLM raw response at DEBUG level for diagnostics - Consolidate per-model progress + LLM result into single concise log line with basename instead of full path - Update package/class/method docstrings to clarify this is a pipeline infrastructure, not a true agent loop	2026-07-05 18:00:58 +08:00
Will Miao	905c37290f	chore: update runtime logs to use 'LLM enrichment' instead of 'Agent skill' ... - agent_handlers.py: 'Agent skill' -> 'LLM enrichment' in all log messages - skill_registry.py: 'agent skills' -> 'prompt-based skills' in discovery log - llm_service.py: docstring 'agent skills' -> 'LLM-based enrichment features'	2026-07-04 16:53:41 +08:00
Will Miao	cf898da193	feat(agent): add LLM-powered metadata enrichment system with AgentCLI and PostProcessor ... Introduce an agent skill framework for LLM-driven metadata enrichment: - AgentCLI (py/agent_cli/): in-process wrappers around internal services using standard relative imports, eliminating the need for sys.path hacks - LLMService: centralized BYOK (bring-your-own-key) LLM client supporting OpenAI, Ollama, and custom OpenAI-compatible endpoints - PostProcessor: deterministic engine that applies LLM output via AgentCLI (replaces old handler.py + _BASE_MODEL_ALIASES approach) - SkillRegistry: filesystem-based skill discovery (skill.yaml + prompt.md) - AgentService: orchestrates skill execution with WebSocket progress - Frontend AgentManager: WebSocket listeners, skill execution, config UI - Context menu entries (single + bulk) for "Enrich Metadata (Agent)" - Settings UI for AI Provider configuration (BYOK) - Full i18n support across 9 locales Bug fixes found during review: - aiohttp.web.json_response: status_code= -> status= - settings_modal cancelEditApiKey: wrong argument position - AgentManager.isLlmConfigured: allow Ollama without API key - PostProcessor._merge_tags: lowercase all tags to match TagUpdateService	2026-07-02 21:27:01 +08:00