朱子纯 / xlyNewAi

  • refactor(agent): slim to 6 fixed tools, unified prompt, 4-class intent gate ...
    0a4a3236 
    - delete queryData (QueryTool, sqlChatModel bean, llm.sql-model, jsqlparser dep)
- delete kgSearch (findForms stays), delete loadSkill (SkillTool/SkillService)
- single system prompt (domain map + 业务常识) replaces 3 ToolScope versions; ToolScope removed
- intent gate reduced to 查询/新增/操作已有单据/其他 with class definitions only;
  write action derived from utterance in router
- dedup: shared locateRecord() in ProposeWriteTool; name-field/label lookups
  consolidated into FormResolverService
    zichun authored
     
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  • refactor(llm): switch to OpenAI-compatible API; unify model to qwen3.6-27b-iq3 ...
    7b4fbe38 
    - Replace langchain4j-ollama with langchain4j-open-ai; AgentFactory/
  QueryTool depend on ChatModel/StreamingChatModel interfaces
- OllamaJsonClient -> LlmJsonClient: raw /v1/chat/completions with
  response_format json_schema; single OkHttpClient instance
- Thinking off at all 3 call sites via reasoning_effort=none (the only
  switch that works on /v1; think:false and /no_think are ignored)
- Drop client-side length params (num_ctx/num_predict/max_tokens) —
  server-side OLLAMA_CONTEXT_LENGTH=16384 on xlyllm covers them
- Unified tracing: TracingChatModelListener.record() shared by listener
  callbacks and LlmJsonClient; per-request model name from ctx; sql
  model now has the listener too (was untraced and mislabeled)
- Config keys langchain4j.ollama.* -> llm.{base-url,api-key,chat-model,
  sql-model}; both models = qwen3.6-27b-iq3:latest (tools+thinking+
  vision, verified: streaming tool-calls / json_schema / reasoning off)

Verified end-to-end on :8199: intent gate traced (340/28 tokens), agent
tool loop, correct answers; warm 1-4s, cold load ~96s (KEEP_ALIVE=30s).
    zichun authored
     
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  • refactor: retire legacy stack; remove milvus/tts/ocr; slim deps (166→39 files) ...
    4c9d29c3 
    P4 retirement + code slim-down (~18.5k lines deleted), on top of the
intent-gate WIP (docs §17/§18 + agent/tool refinements):

- Delete old 8-scene multi-agent stack: XlyErpService, SceneSelector/
  Chati/ErpAi/DynamicTableNl2Sql agents, DynamicToolProvider (62 meta
  tools), Scene/ToolMeta/ParamRule entities+mappers+startup caches
- Delete whole milvus/tts/ocr packages, /api/tts + /api/ocr endpoints,
  tts.html, python stream_server.py; strip dead TTS JS from chat.html
  (playByIndex/handleNormalResponse had no callers)
- Three-pass orphan sweep: 17 dead utils, 16 dead entities, dead
  constants/exceptions, RedisService+RedisConfig, duplicate
  JacksonConfig, OperableChatMemoryProvider, old prompt generators;
  fold PageController into MvcConfig; trim OkHttpUtil 495→39 lines
- pom: ~35→13 deps (drop mybatis/JPA/webflux/tika/pdfbox/poi/jieba/
  jsoup/gson/fastjson2/springdoc/mapstruct/pagehelper/pinyin4j/
  spring-retry/jnr-ffi/hutool/ocr/milvus/embeddings; add starter-jdbc);
  war 200M+→48M
- application.yml: drop milvus/tts/ocr/tesseract/mybatis blocks;
  GlobalExceptionHandler returns plain {code,message} JSON
- docs: mark P4 retirement done in agent-architecture §13/§18

Verified: mvn clean package OK; boot smoke on :8199 (Started 0.9s,
/chat 200, health db UP). Old /api/tts & /api/ocr now 404 by design.
    zichun authored
     
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