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HuangHai 2 weeks ago
parent d305e2b8aa
commit 7b372558b3
10 changed files with 171 additions and 3 deletions
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3
dsLightRag/Start.py
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@ -51,7 +51,8 @@ async def rag(request: fastapi.Request):
user_prompt = "\n 1、不要输出参考资料 或者 References ！"
user_prompt = user_prompt + "\n 2、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 3、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 4、如果问题与提供的知识库内容不符，则明确告诉未在知识库范围内提到！"
user_prompt = user_prompt + "\n 4、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！"
user_prompt = user_prompt + "\n 5、如果问题与提供的知识库内容不符，则明确告诉未在知识库范围内提到！"
async def generate_response_stream(query: str):
try:

1
dsLightRag/T2_Query.py
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@ -21,6 +21,7 @@ async def main():
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"])
resp = await rag.aquery(
data[idx]["Q"],

129
dsLightRag/Topic/Chemistry/graph_chunk_entity_relation.graphml
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@ -0,0 +1,129 @@
<?xml version='1.0' encoding='utf-8'?>
<graphml xmlns="http://graphml.graphdrawing.org/xmlns" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://graphml.graphdrawing.org/xmlns http://graphml.graphdrawing.org/xmlns/1.0/graphml.xsd">
<key id="d11" for="edge" attr.name="created_at" attr.type="long" />
<key id="d10" for="edge" attr.name="file_path" attr.type="string" />
<key id="d9" for="edge" attr.name="source_id" attr.type="string" />
<key id="d8" for="edge" attr.name="keywords" attr.type="string" />
<key id="d7" for="edge" attr.name="description" attr.type="string" />
<key id="d6" for="edge" attr.name="weight" attr.type="double" />
<key id="d5" for="node" attr.name="created_at" attr.type="long" />
<key id="d4" for="node" attr.name="file_path" attr.type="string" />
<key id="d3" for="node" attr.name="source_id" attr.type="string" />
<key id="d2" for="node" attr.name="description" attr.type="string" />
<key id="d1" for="node" attr.name="entity_type" attr.type="string" />
<key id="d0" for="node" attr.name="entity_id" attr.type="string" />
<graph edgedefault="undirected">
<node id="硝酸光照分解的方程式">
<data key="d0">硝酸光照分解的方程式</data>
<data key="d1">event</data>
<data key="d2">The equation describes the photodecomposition of nitric acid under light, producing nitrogen dioxide, oxygen, and water.</data>
<data key="d3">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d4">unknown_source</data>
<data key="d5">1752050398</data>
</node>
<node id="氢气与氧气燃烧的现象">
<data key="d0">氢气与氧气燃烧的现象</data>
<data key="d1">event</data>
<data key="d2">The phenomenon describes the combustion of hydrogen and oxygen, as illustrated in the provided image.</data>
<data key="d3">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d4">unknown_source</data>
<data key="d5">1752050398</data>
</node>
<node id="硝酸">
<data key="d0">硝酸</data>
<data key="d1">category</data>
<data key="d2">Nitric acid (HNO₃) is a highly corrosive mineral acid involved in the photodecomposition reaction.</data>
<data key="d3">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d4">unknown_source</data>
<data key="d5">1752050398</data>
</node>
<node id="氮氧化物">
<data key="d0">氮氧化物</data>
<data key="d1">category</data>
<data key="d2">Nitrogen dioxide (NO₂) is a product of nitric acid decomposition, appearing as a reddish-brown gas.</data>
<data key="d3">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d4">unknown_source</data>
<data key="d5">1752050398</data>
</node>
<node id="氧气">
<data key="d0">氧气</data>
<data key="d1">category</data>
<data key="d2">Oxygen (O₂) is produced as a byproduct in nitric acid decomposition and is essential for combustion.</data>
<data key="d3">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d4">unknown_source</data>
<data key="d5">1752050398</data>
</node>
<node id="水">
<data key="d0">水</data>
<data key="d1">category</data>
<data key="d2">Water (H₂O) is formed in the photodecomposition of nitric acid.</data>
<data key="d3">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d4">unknown_source</data>
<data key="d5">1752050398</data>
</node>
<node id="氢气">
<data key="d0">氢气</data>
<data key="d1">category</data>
<data key="d2">Hydrogen (H₂) is involved in the combustion reaction with oxygen, producing water.</data>
<data key="d3">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d4">unknown_source</data>
<data key="d5">1752050398</data>
</node>
<node id="光照">
<data key="d0">光照</data>
<data key="d1">event</data>
<data key="d2">Light acts as a catalyst in the decomposition of nitric acid.</data>
<data key="d3">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d4">unknown_source</data>
<data key="d5">1752050398</data>
</node>
<node id="燃烧">
<data key="d0">燃烧</data>
<data key="d1">event</data>
<data key="d2">Combustion refers to the rapid chemical reaction between hydrogen and oxygen, releasing energy.</data>
<data key="d3">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d4">unknown_source</data>
<data key="d5">1752050398</data>
</node>
<edge source="硝酸" target="光照">
<data key="d6">9.0</data>
<data key="d7">Nitric acid decomposes under light, producing nitrogen dioxide, oxygen, and water.</data>
<data key="d8">decomposition,photochemical reaction</data>
<data key="d9">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d10">unknown_source</data>
<data key="d11">1752050398</data>
</edge>
<edge source="硝酸" target="氮氧化物">
<data key="d6">8.0</data>
<data key="d7">Nitrogen dioxide is a direct product of nitric acid decomposition.</data>
<data key="d8">chemical product,reaction outcome</data>
<data key="d9">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d10">unknown_source</data>
<data key="d11">1752050398</data>
</edge>
<edge source="硝酸" target="氧气">
<data key="d6">7.0</data>
<data key="d7">Oxygen is released as a byproduct during nitric acid decomposition.</data>
<data key="d8">gas evolution,reaction byproduct</data>
<data key="d9">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d10">unknown_source</data>
<data key="d11">1752050398</data>
</edge>
<edge source="硝酸" target="水">
<data key="d6">7.0</data>
<data key="d7">Water is formed as a result of nitric acid photodecomposition.</data>
<data key="d8">chemical synthesis,reaction product</data>
<data key="d9">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d10">unknown_source</data>
<data key="d11">1752050398</data>
</edge>
<edge source="氧气" target="氢气">
<data key="d6">10.0</data>
<data key="d7">Hydrogen combusts with oxygen, producing water and energy.</data>
<data key="d8">combustion,exothermic reaction</data>
<data key="d9">chunk-19ff3bd9fb2635b72b0d70f58e920f97</data>
<data key="d10">unknown_source</data>
<data key="d11">1752050398</data>
</edge>
</graph>
</graphml>

4
dsLightRag/Topic/Chemistry/kv_store_doc_status.json
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@ -1,12 +1,12 @@
{
"doc-19ff3bd9fb2635b72b0d70f58e920f97": {
"status": "processing",
"status": "processed",
"chunks_count": 1,
"content": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{phantom{Delta}}}{underset{underset{}{text{或光照}}}{=}}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$\n氢气与氧气燃烧的现象如下图所示：\n![](./Images/9ba64b1cd9ce42c38fb3f5066692edc2/media/image1.png)",
"content_summary": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{phantom{Delta}}}{underset{underset{}{text{或光照}}}{=}}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$\n氢气与氧气燃烧的现象如下图所示：\n![](./Images/9ba64b1cd9ce42c38fb3f5066692edc2/media/image1.png)",
"content_length": 215,
"created_at": "2025-07-09T08:39:31.336276+00:00",
"updated_at": "2025-07-09T08:39:31.339296+00:00",
"updated_at": "2025-07-09T08:40:00.261476+00:00",
"file_path": "unknown_source"
}
}

5
dsLightRag/Topic/Chemistry/kv_store_full_docs.json
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@ -0,0 +1,5 @@
{
"doc-19ff3bd9fb2635b72b0d70f58e920f97": {
"content": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{phantom{Delta}}}{underset{underset{}{text{或光照}}}{=}}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$\n氢气与氧气燃烧的现象如下图所示：\n![](./Images/9ba64b1cd9ce42c38fb3f5066692edc2/media/image1.png)"
}
}

20
dsLightRag/Topic/Chemistry/kv_store_llm_response_cache.json
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9
dsLightRag/Topic/Chemistry/kv_store_text_chunks.json
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@ -0,0 +1,9 @@
{
"chunk-19ff3bd9fb2635b72b0d70f58e920f97": {
"tokens": 117,
"content": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{phantom{Delta}}}{underset{underset{}{text{或光照}}}{=}}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$\n氢气与氧气燃烧的现象如下图所示：\n![](./Images/9ba64b1cd9ce42c38fb3f5066692edc2/media/image1.png)",
"chunk_order_index": 0,
"full_doc_id": "doc-19ff3bd9fb2635b72b0d70f58e920f97",
"file_path": "unknown_source"
}
}

1
dsLightRag/Topic/Chemistry/vdb_chunks.json
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1
dsLightRag/Topic/Chemistry/vdb_entities.json
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1
dsLightRag/Topic/Chemistry/vdb_relationships.json
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