feat: add streaming learning assistant and knowledge base scaffolding

2026-06-10 09:32:36 +08:00
parent f0cdc454b3
commit 89258ab448
31 changed files with 2021 additions and 330 deletions
@@ -43,3 +43,29 @@ LLM_SCORING_JSON_RESPONSE=true
 LLM_SCORING_MAX_TOKENS=4096

 REPORT_STORAGE_DIR=/app/storage/reports
+
+# Knowledge base / Milvus / RAG
+MILVUS_URI=http://milvus-standalone:19530
+MILVUS_COLLECTION_PREFIX=kb_inst
+MILVUS_DEFAULT_DB=default
+CELERY_BROKER_URL=redis://redis:6379/1
+CELERY_RESULT_BACKEND=redis://redis:6379/2
+KNOWLEDGE_INGESTION_SYNC=false
+KNOWLEDGE_STORAGE_DIR=/app/storage/knowledge
+KNOWLEDGE_MAX_UPLOAD_MB=50
+
+# Embedding
+EMBEDDING_PROVIDER=openai_compatible
+EMBEDDING_BASE_URL=https://dashscope.aliyuncs.com/compatible-mode/v1
+EMBEDDING_API_KEY=CHANGE_ME
+EMBEDDING_MODEL=text-embedding-v4
+EMBEDDING_DIM=1024
+EMBEDDING_BATCH_SIZE=16
+EMBEDDING_TIMEOUT_SECONDS=30
+
+# Learning assistant RAG
+RAG_TOP_N=20
+RAG_TOP_K=5
+RAG_SCORE_THRESHOLD=0.35
+RAG_QUERY_REWRITE_ENABLED=false
+RAG_RERANK_ENABLED=false