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- ai_op_queue: staging table for AI write ops (draft|confirmed|executed|failed|cancelled) - ProposeWriteTool.proposeUpdate(entity, record, field, newValue): self-resolves the entity master table (excludes viw_* report views), resolves field via 字段字典, locates the unique record + old value, stages a DRAFT to ai_op_queue — DOES NOT execute; returns a proposal - ErpClient.updateForm: executes via ERP addUpdateDelBusinessData with the frontend-compatible payload {data:[{sTable,name:master,column:[{handleType:update,sId,field:value}]}]} - OpController: deterministic (non-LLM) POST /op/{id}/confirm (executes + writes back status) / cancel / GET pending - AgentChatController.onToolExecuted: on proposeUpdate, attach conversation + push write_proposal SSE - chat.html: confirm/cancel card + result echo - system prompt: proposeUpdate flow; never claim a write is done before confirm Verified end-to-end: '把必胜客简称改成必胜客中国' -> proposal card -> confirm -> ERP update -> DB changed; cancel -> DB unchanged. Nothing executes without explicit user confirm. -
- ErpReadTool: optional keyword -> LIKE filter on the form's resolved name field (viw_kg_field_dict, *Name); keyword doc clarified (only for locating a named record, empty for counts) - ErpClient.readForm: accepts filterField/filterValue -> bFilter - KgQueryTool.findForms: rank by bAiTool(curated) + table + flow-connectivity + name length so the top hit is usually the canonical form - SystemPromptService: hard 'always Simplified Chinese, no other language' rule (kills qwen language drift); prefer top form; read directly instead of over-asking - AgentConfig: qwen3 think(false)/returnThinking(false) -> fast + disciplined tool-calling, no leaked chain-of-thought - application-saaslocal.yml: chat model -> qwen3:14b Verified: no more foreign-language leaks; '多少客户'->92; keyword lookup finds 必胜客; proc-backed stock forms readable; greeting 2s, form lookup ~6s. Known limit: which form/columns get picked for a specific-field-of-specific-record query still varies (deferred KgSearch).
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- ErpClient: thin HTTP client to ERP xlyEntry; dev-login (/checklogin admin) mints+caches a real session token, auto re-login on session expiry (code=-2); reads getBusinessDataByFormcustomId (read-only params only, never bUpdate) - ErpReadTool.readFormData(formId,moduleId): reads a form's real rows, renders Chinese column labels from viw_kg_field_dict, first 10 rows + total count - wired into the agent (tools = findForms + readFormData); system prompt now describes the findForms->readFormData flow (still read-only, writes still 'under development') - application-saaslocal.yml: erp.baseurl -> local xlyEntry :8697 + dev-login creds Verified: '我们有多少客户' -> agent finds the form, reads 92 real customers, renders a clean Chinese table (name/category/salesperson/tax).
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- ReActAgent: AiServices streaming tool-loop (replaces 8-scene SceneSelector path) - AgentConfig: single agent = streaming Ollama(qwen2.5:14b) + KgQueryTool + per-conversation memory + L1-domain system prompt - SystemPromptService: injects L1 domain map (viw_kg_domain) into system prompt; degrades gracefully if KG views missing - KgQueryTool.findForms: read-only form-catalog lookup over local viw_ai_useful_forms (global metadata, no tenant) — interim formId resolver - AgentChatController: POST /api/agent/chat SSE stream ({type:token|reset|done|error}); reset drops pre-tool-call narration - chat.html: consume the new SSE endpoint (streamed), per-page conversationId, drop TTS-borrow path - application-saaslocal.yml: add to worktree (was master-only untracked -> profile silently hit remote DB) Verified running (saaslocal, :8099): streaming chat, tool loop returns real forms, write requests correctly report 'under development'.
