'commit'

dsRagAnything/T2_Query.py

@@ -3,12 +3,11 @@ import inspect
 from Util.LightRagUtil import configure_logging, initialize_rag, print_stream
 from lightrag import QueryParam
 
-async def query():
+async def query(user_prompt,rag_path):
     try:
-        user_prompt = "简洁回复。"
-        rag = await initialize_rag('./Topic/HuangWanQiao')
+        rag = await initialize_rag(rag_path)
         resp = await rag.aquery(
-            "文档的主要内容是什么",
+            user_prompt,
             param=QueryParam(mode="hybrid", stream=True, user_prompt=user_prompt),
         )
         if inspect.isasyncgen(resp):
@@ -23,5 +22,7 @@ async def query():
 
 
 if __name__ == "__main__":
+    rag_path='./Topic/HuangWanQiao'
+    user_prompt = "简洁回复。"
     configure_logging()
-    asyncio.run(query())
+    asyncio.run(query(user_prompt,rag_path))

dsRagAnything/Topic/HuangWanQiao/kv_store_llm_response_cache.json

@@ -50,5 +50,18 @@
     "create_time": 1756195954,
     "update_time": 1756195954,
     "_id": "default:extract:66842cd8466b98a780c319608a8083b1"
+  },
+  "hybrid:keywords:071f224e4117a8c20e9db67c6065c076": {
+    "return": "{\"high_level_keywords\": [\"\\u7b80\\u6d01\\u56de\\u590d\"], \"low_level_keywords\": []}",
+    "cache_type": "keywords",
+    "chunk_id": null,
+    "embedding": null,
+    "embedding_shape": null,
+    "embedding_min": null,
+    "embedding_max": null,
+    "original_prompt": "简洁回复。",
+    "create_time": 1756196373,
+    "update_time": 1756196373,
+    "_id": "hybrid:keywords:071f224e4117a8c20e9db67c6065c076"
   }
 }