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https://github.com/willmiao/ComfyUI-Lora-Manager.git
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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
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@@ -49,6 +49,7 @@ from ...utils.constants import (
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VALID_LORA_TYPES,
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)
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from .hf_handlers import HfHandler
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from .agent_handlers import AgentHandler
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from ...utils.civitai_utils import rewrite_preview_url
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from ...utils.example_images_paths import (
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find_non_compliant_items_in_example_images_root,
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@@ -3317,6 +3318,7 @@ class MiscHandlerSet:
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example_workflows: ExampleWorkflowsHandler,
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base_model: BaseModelHandlerSet,
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hf_handler: HfHandler | None = None,
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agent_handler: AgentHandler | None = None,
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) -> None:
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self.health = health
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self.settings = settings
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@@ -3336,6 +3338,7 @@ class MiscHandlerSet:
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self.example_workflows = example_workflows
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self.base_model = base_model
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self.hf_handler = hf_handler
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self.agent_handler = agent_handler
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def to_route_mapping(
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self,
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@@ -3384,6 +3387,10 @@ class MiscHandlerSet:
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# Hugging Face handlers
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"get_hf_repo_files": self.hf_handler.get_hf_repo_files,
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"download_hf_model": self.hf_handler.download_hf_model,
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# Agent skill handlers
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"get_agent_skills": self.agent_handler.get_agent_skills,
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"execute_agent_skill": self.agent_handler.execute_agent_skill,
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"cancel_agent_skill": self.agent_handler.cancel_agent_skill,
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# Base model handlers
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"get_base_models": self.base_model.get_base_models,
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"refresh_base_models": self.base_model.refresh_base_models,
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