2 Commits

Author	SHA1	Message	Date
MerCry	4b64a4dbf4	feat(AISVC-T6.9): 集成Ollama嵌入模型修复RAG检索问题 ... ## 问题修复 - 替换假嵌入(SHA256 hash)为真实Ollama nomic-embed-text嵌入 - 修复Qdrant客户端版本不兼容导致score_threshold参数失效 - 降低默认分数阈值从0.7到0.3 ## 新增文件 - ai-service/app/services/embedding/ollama_embedding.py ## 修改文件 - ai-service/app/api/admin/kb.py: 索引任务使用真实嵌入 - ai-service/app/core/config.py: 新增Ollama配置,向量维度改为768 - ai-service/app/core/qdrant_client.py: 移除score_threshold参数 - ai-service/app/services/retrieval/vector_retriever.py: 使用Ollama嵌入	2026-02-24 22:15:53 +08:00
MerCry	0a167d69f0	feat(ai-service): implement LLM Adapter for T3.1 [AC-AISVC-02, AC-AISVC-06] ... - Add LLMClient abstract base class with generate/stream_generate interfaces - Implement OpenAIClient with httpx for OpenAI-compatible API calls - Add retry logic with tenacity for timeout handling - Support both non-streaming and streaming generation - Add comprehensive unit tests for LLM Adapter - Fix entities.py JSON column type for SQLModel compatibility	2026-02-24 13:19:38 +08:00