'commit'

dsLightRag/T4_QueryNeo4j.py

@@ -1,5 +1,8 @@
 import asyncio
 import inspect
+import os
+
+from Config.Config import NEO4J_URI, NEO4J_USERNAME, NEO4J_PASSWORD
 from Util.LightRagUtil import configure_logging, initialize_rag, print_stream
 from lightrag import QueryParam
 
@@ -18,11 +21,16 @@ idx = [i for i, d in enumerate(data) if d["NAME"] == KEMU][0]
 
 
 async def main():
+    # 设置Neo4j连接参数
+    os.environ["NEO4J_URI"] = NEO4J_URI
+    os.environ["NEO4J_USERNAME"] = NEO4J_USERNAME
+    os.environ["NEO4J_PASSWORD"] = NEO4J_PASSWORD
+
     try:
         user_prompt = "\n 1、资料中提供化学反应方程式的，一定要严格按提供的Latex公式输出，绝对不允许对Latex公式进行修改 ！"
         user_prompt = user_prompt + "\n 2、如果资料中提供了图片的，一定要严格按照原文提供图片输出，不允许省略或不输出！"
         user_prompt = user_prompt + "\n 3、资料中提到的知识内容，需要判断是否与本次问题相关，不相关的绝对不要输出！"
-        rag = await initialize_rag('Topic/' + data[idx]["NAME"])
+        rag = await initialize_rag('Topic/' + data[idx]["NAME"],graph_storage="Neo4JStorage") # 加上使用Neo4JStorage
         resp = await rag.aquery(
             data[idx]["Q"],
             param=QueryParam(mode="hybrid", stream=True, user_prompt=user_prompt),

dsLightRag/Topic/Chemistry/kv_store_doc_status.json

@@ -1,12 +1,12 @@
 {
   "doc-7367de1960fc3eb00672757c23990f62": {
-    "status": "processing",
+    "status": "processed",
     "chunks_count": 1,
     "content": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{{Delta}}}{=}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$\n氧化铁与硝酸的加热反应方程式\n$$FeO + 4HNO_{3}overset{overset{}{{Delta}}}{=}Fe(NO_{3})_{3} + 2H_{2} uparrow + NO_{2} uparrow$$\n氢气与氧气燃烧的现象如下图所示：\n$$2H_{2} + O_{2}overset{overset{}{text{燃烧}}}{=}2H_{2}O$$\n![](./Images/5009542d74a24d00b5ae62f5cdc0f048/media/image1.png)",
     "content_summary": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{{Delta}}}{=}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$\n氧化铁与硝酸的加热反应方程式\n$$FeO + 4HNO_{3}overset{overset{}{{Delta}}}{=}Fe(NO_{3})_{3} + 2H_{2} uparrow + NO_{2} uparrow$$\n氢气与氧气燃烧的现象如下图所示：\n$$2H_{2} + O_{2}overset{ov...",
     "content_length": 344,
     "created_at": "2025-07-11T00:29:04.956110+00:00",
-    "updated_at": "2025-07-11T00:29:04.959142+00:00",
+    "updated_at": "2025-07-11T00:30:01.205644+00:00",
     "file_path": "unknown_source"
   }
 }

dsLightRag/Topic/Chemistry/kv_store_full_docs.json

@@ -0,0 +1,5 @@
+{
+  "doc-7367de1960fc3eb00672757c23990f62": {
+    "content": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{{Delta}}}{=}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$\n氧化铁与硝酸的加热反应方程式\n$$FeO + 4HNO_{3}overset{overset{}{{Delta}}}{=}Fe(NO_{3})_{3} + 2H_{2} uparrow + NO_{2} uparrow$$\n氢气与氧气燃烧的现象如下图所示：\n$$2H_{2} + O_{2}overset{overset{}{text{燃烧}}}{=}2H_{2}O$$\n![](./Images/5009542d74a24d00b5ae62f5cdc0f048/media/image1.png)"
+  }
+}

dsLightRag/Topic/Chemistry/kv_store_text_chunks.json

@@ -0,0 +1,9 @@
+{
+  "chunk-7367de1960fc3eb00672757c23990f62": {
+    "tokens": 198,
+    "content": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{{Delta}}}{=}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$\n氧化铁与硝酸的加热反应方程式\n$$FeO + 4HNO_{3}overset{overset{}{{Delta}}}{=}Fe(NO_{3})_{3} + 2H_{2} uparrow + NO_{2} uparrow$$\n氢气与氧气燃烧的现象如下图所示：\n$$2H_{2} + O_{2}overset{overset{}{text{燃烧}}}{=}2H_{2}O$$\n![](./Images/5009542d74a24d00b5ae62f5cdc0f048/media/image1.png)",
+    "chunk_order_index": 0,
+    "full_doc_id": "doc-7367de1960fc3eb00672757c23990f62",
+    "file_path": "unknown_source"
+  }
+}