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HuangHai 2 weeks ago
parent bff3454b29
commit 7b1b993a61
15 changed files with 109 additions and 160 deletions
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dsLightRag/Doc/6、在Word中录入Latex公式的方法.docx
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dsLightRag/Doc/~$在Word中录入Latex公式的方法.docx
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3
dsLightRag/Start.py
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@ -49,7 +49,8 @@ async def rag(request: fastapi.Request):
query = data.get("query")
# 关闭参考资料
user_prompt = "\n 1、不要输出参考资料 或者 References ！"
user_prompt = user_prompt + "\n 2、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 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:

6
dsLightRag/T2_Query.py
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@ -5,7 +5,7 @@ from lightrag import QueryParam
# 化学
data = [
{"NAME": "Chemistry", "Q": "氧化铁与硝酸的化学反应方程式是什么", "ChineseName": "化学"},
{"NAME": "Chemistry", "Q": "硝酸光照分解的化学反应方程式是什么", "ChineseName": "化学"},
{"NAME": "Math", "Q": "氧化铁与硝酸的化学反应方程式是什么", "ChineseName": "数学"},
{"NAME": "Chinese", "Q": "氧化铁与硝酸的化学反应方程式是什么", "ChineseName": "语文"}]
@ -15,12 +15,14 @@ KEMU = "Chemistry"
# 查找索引号
idx = [i for i, d in enumerate(data) if d["NAME"] == KEMU][0]
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 ！"
rag = await initialize_rag('Topic/' + data[idx]["NAME"])
resp = await rag.aquery(
data[idx]["Q"],
param=QueryParam(mode="hybrid", stream=True),
param=QueryParam(mode="hybrid", stream=True, user_prompt=user_prompt),
)
if inspect.isasyncgen(resp):
await print_stream(resp)

174
dsLightRag/Topic/Chemistry/graph_chunk_entity_relation.graphml
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@ -16,178 +16,74 @@
<node id="硝酸">
<data key="d0">硝酸</data>
<data key="d1">category</data>
<data key="d2">硝酸是一种化学物质，化学式为HNO₃，在光照或加热条件下会分解。</data>
<data key="d3">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d2">Nitric acid (HNO₃) is a chemical compound that undergoes photodecomposition under light exposure.</data>
<data key="d3">chunk-32d0a4c354a3dc5a975b3684e3e21bb2</data>
<data key="d4">unknown_source</data>
<data key="d5">1752042117</data>
<data key="d5">1752046926</data>
</node>
<node id="二氧化氮">
<data key="d0">二氧化氮</data>
<data key="d1">category</data>
<data key="d2">二氧化氮是硝酸分解的产物之一，化学式为NO₂，以气体形式释放。</data>
<data key="d3">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d2">Nitrogen dioxide (NO₂) is a gaseous product of nitric acid photodecomposition.</data>
<data key="d3">chunk-32d0a4c354a3dc5a975b3684e3e21bb2</data>
<data key="d4">unknown_source</data>
<data key="d5">1752042117</data>
<data key="d5">1752046926</data>
</node>
<node id="氧气">
<data key="d0">氧气</data>
<data key="d1">category</data>
<data key="d2">氧气是硝酸分解的产物之一，化学式为O₂，以气体形式释放。</data>
<data key="d3">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d2">Oxygen (O₂) is a gaseous product of nitric acid photodecomposition.</data>
<data key="d3">chunk-32d0a4c354a3dc5a975b3684e3e21bb2</data>
<data key="d4">unknown_source</data>
<data key="d5">1752042117</data>
<data key="d5">1752046926</data>
</node>
<node id="水">
<data key="d0">水</data>
<data key="d1">category</data>
<data key="d2">水是硝酸分解的产物之一，化学式为H₂O。</data>
<data key="d3">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d2">Water (H₂O) is a product of nitric acid photodecomposition.</data>
<data key="d3">chunk-32d0a4c354a3dc5a975b3684e3e21bb2</data>
<data key="d4">unknown_source</data>
<data key="d5">1752042117</data>
<data key="d5">1752046926</data>
</node>
<node id="硝酸分解反应">
<data key="d0">硝酸分解反应</data>
<node id="光照分解">
<data key="d0">光照分解</data>
<data key="d1">event</data>
<data key="d2">硝酸在光照或加热条件下分解为二氧化氮、氧气和水，是一种典型的化学分解反应。</data>
<data key="d3">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d2">Photodecomposition is a chemical reaction where compounds break down under light exposure.</data>
<data key="d3">chunk-32d0a4c354a3dc5a975b3684e3e21bb2</data>
<data key="d4">unknown_source</data>
<data key="d5">1752042117</data>
<data key="d5">1752046926</data>
</node>
<node id="光照条件">
<data key="d0">光照条件</data>
<data key="d1">event</data>
<data key="d2">光照是引发硝酸分解反应的重要外部条件之一。</data>
<data key="d3">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d4">unknown_source</data>
<data key="d5">1752042117</data>
</node>
<node id="加热条件">
<data key="d0">加热条件</data>
<data key="d1">event</data>
<data key="d2">加热是引发硝酸分解反应的另一种重要外部条件。</data>
<data key="d3">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d4">unknown_source</data>
<data key="d5">1752042117</data>
</node>
<node id="化学方程式">
<data key="d0">化学方程式</data>
<data key="d1">category</data>
<data key="d2">描述硝酸分解反应过程的符号表示：4HNO₃→4NO₂↑+O₂↑+2H₂O。</data>
<data key="d3">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d4">unknown_source</data>
<data key="d5">1752042117</data>
</node>
<node id="分解反应">
<data key="d0">分解反应</data>
<data key="d1">category</data>
<data key="d2">一种化学反应类型，指单一化合物分解为两种或多种较简单物质。</data>
<data key="d3">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d4">unknown_source</data>
<data key="d5">1752042117</data>
</node>
<edge source="硝酸" target="硝酸分解反应">
<data key="d6">9.0</data>
<data key="d7">硝酸是分解反应的反应物，在光照或加热条件下发生分解。</data>
<data key="d8">化学反应,物质转化</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
</edge>
<edge source="硝酸" target="二氧化氮">
<data key="d6">9.0</data>
<data key="d7">硝酸分解产生二氧化氮作为主要产物。</data>
<data key="d8">产物生成,化学反应</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d7">Nitric acid decomposes into nitrogen dioxide when exposed to light.</data>
<data key="d8">chemical reaction,product formation</data>
<data key="d9">chunk-32d0a4c354a3dc5a975b3684e3e21bb2</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
<data key="d11">1752046926</data>
</edge>
<edge source="硝酸" target="氧气">
<data key="d6">8.0</data>
<data key="d7">硝酸分解产生氧气作为副产物。</data>
<data key="d8">化学反应,气体生成</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d6">9.0</data>
<data key="d7">Nitric acid decomposes into oxygen when exposed to light.</data>
<data key="d8">chemical reaction,product formation</data>
<data key="d9">chunk-32d0a4c354a3dc5a975b3684e3e21bb2</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
<data key="d11">1752046926</data>
</edge>
<edge source="硝酸" target="水">
<data key="d6">8.0</data>
<data key="d7">硝酸分解产生水作为副产物。</data>
<data key="d8">化学反应,液体生成</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
</edge>
<edge source="硝酸" target="光照条件">
<data key="d6">7.0</data>
<data key="d7">光照是引发硝酸分解的重要条件之一。</data>
<data key="d8">反应条件,能量输入</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
</edge>
<edge source="硝酸" target="加热条件">
<data key="d6">7.0</data>
<data key="d7">加热是引发硝酸分解的另一种重要条件。</data>
<data key="d8">反应条件,能量输入</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
</edge>
<edge source="硝酸" target="分解反应">
<data key="d6">9.0</data>
<data key="d7">硝酸的分解是典型的分解反应实例。</data>
<data key="d8">化学变化,反应类型</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d7">Nitric acid decomposes into water when exposed to light.</data>
<data key="d8">chemical reaction,product formation</data>
<data key="d9">chunk-32d0a4c354a3dc5a975b3684e3e21bb2</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
<data key="d11">1752046926</data>
</edge>
<edge source="二氧化氮" target="硝酸分解反应">
<edge source="硝酸" target="光照分解">
<data key="d6">8.0</data>
<data key="d7">硝酸分解反应生成二氧化氮作为产物之一。</data>
<data key="d8">化学产物,气体释放</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
</edge>
<edge source="二氧化氮" target="氧气">
<data key="d6">6.0</data>
<data key="d7">两者都是硝酸分解的气态产物。</data>
<data key="d8">共同产物,气体释放</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
</edge>
<edge source="氧气" target="硝酸分解反应">
<data key="d6">8.0</data>
<data key="d7">硝酸分解反应生成氧气作为产物之一。</data>
<data key="d8">化学产物,气体释放</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
</edge>
<edge source="水" target="硝酸分解反应">
<data key="d6">7.0</data>
<data key="d7">硝酸分解反应生成水作为产物之一。</data>
<data key="d8">化学产物,液体生成</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
</edge>
<edge source="硝酸分解反应" target="化学方程式">
<data key="d6">10.0</data>
<data key="d7">化学方程式准确描述了硝酸分解的反应过程。</data>
<data key="d8">反应描述,符号表示</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
</edge>
<edge source="光照条件" target="加热条件">
<data key="d6">5.0</data>
<data key="d7">两者都是引发硝酸分解的能量输入方式。</data>
<data key="d8">反应条件,能量来源</data>
<data key="d9">chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6</data>
<data key="d7">Photodecomposition is the process that causes nitric acid to break down.</data>
<data key="d8">chemical process,reaction trigger</data>
<data key="d9">chunk-32d0a4c354a3dc5a975b3684e3e21bb2</data>
<data key="d10">unknown_source</data>
<data key="d11">1752042117</data>
<data key="d11">1752046926</data>
</edge>
</graph>
</graphml>

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dsLightRag/Topic/Chemistry/kv_store_doc_status.json
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@ -1,12 +1,12 @@
{
"doc-fa4cbbef47ac19e90c1a1de96f1ce2f6": {
"doc-32d0a4c354a3dc5a975b3684e3e21bb2": {
"status": "processed",
"chunks_count": 1,
"content": "硝酸光照分解的方程式\n$$ 4HNO_{ 3 } begin{array} {} {underline{ Δ }} 或光照 end{array} 4NO_{ 2 } ↑+O_{ 2 } ↑+2H_{ 2 } O $$",
"content_summary": "硝酸光照分解的方程式\n$$ 4HNO_{ 3 } begin{array} {} {underline{ Δ }} 或光照 end{array} 4NO_{ 2 } ↑+O_{ 2 } ↑+2H_{ 2 } O $$",
"content_length": 120,
"created_at": "2025-07-09T06:20:51.851607+00:00",
"updated_at": "2025-07-09T06:21:58.453864+00:00",
"content": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{phantom{Delta}}}{underset{underset{}{text{或光照}}}{=}}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$",
"content_summary": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{phantom{Delta}}}{underset{underset{}{text{或光照}}}{=}}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$",
"content_length": 134,
"created_at": "2025-07-09T07:41:47.532000+00:00",
"updated_at": "2025-07-09T07:42:07.686043+00:00",
"file_path": "unknown_source"
}
}

4
dsLightRag/Topic/Chemistry/kv_store_full_docs.json
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@ -1,5 +1,5 @@
{
"doc-fa4cbbef47ac19e90c1a1de96f1ce2f6": {
"content": "硝酸光照分解的方程式\n$$ 4HNO_{ 3 } begin{array} {} {underline{ Δ }} 或光照 end{array} 4NO_{ 2 } ↑+O_{ 2 } ↑+2H_{ 2 } O $$"
"doc-32d0a4c354a3dc5a975b3684e3e21bb2": {
"content": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{phantom{Delta}}}{underset{underset{}{text{或光照}}}{=}}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$"
}
}

50
dsLightRag/Topic/Chemistry/kv_store_llm_response_cache.json
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8
dsLightRag/Topic/Chemistry/kv_store_text_chunks.json
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@ -1,9 +1,9 @@
{
"chunk-fa4cbbef47ac19e90c1a1de96f1ce2f6": {
"tokens": 69,
"content": "硝酸光照分解的方程式\n$$ 4HNO_{ 3 } begin{array} {} {underline{ Δ }} 或光照 end{array} 4NO_{ 2 } ↑+O_{ 2 } ↑+2H_{ 2 } O $$",
"chunk-32d0a4c354a3dc5a975b3684e3e21bb2": {
"tokens": 70,
"content": "硝酸光照分解的方程式\n$$4HNO_{3}overset{overset{}{phantom{Delta}}}{underset{underset{}{text{或光照}}}{=}}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$",
"chunk_order_index": 0,
"full_doc_id": "doc-fa4cbbef47ac19e90c1a1de96f1ce2f6",
"full_doc_id": "doc-32d0a4c354a3dc5a975b3684e3e21bb2",
"file_path": "unknown_source"
}
}

2
dsLightRag/Topic/Chemistry/vdb_chunks.json
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2
dsLightRag/Topic/Chemistry/vdb_entities.json
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2
dsLightRag/Topic/Chemistry/vdb_relationships.json
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dsLightRag/static/Txt/Chemistry.docx
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4
dsLightRag/static/ai.html
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@ -199,8 +199,8 @@
<div class="example-item" onclick="fillExample('苏轼的好朋友都有谁?')">苏轼的好朋友都有谁?</div>
<div class="example-item" onclick="fillExample('苏轼的家人都有谁?')">苏轼的家人都有谁?</div>
<div class="example-item" onclick="fillExample('苏轼有哪些有名的诗句?')">苏轼有哪些有名的诗句?</div>
<div class="example-item" onclick="fillExample('硝酸的分解反应?')">
硝酸的分解反应?
<div class="example-item" onclick="fillExample('硝酸的光照分解反应?')">
硝酸的光照分解反应?
</div>
</div>
</div>

2
dsLightRag/static/markdown/Chemistry.md
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@ -1,2 +1,2 @@
硝酸光照分解的方程式
$FeO+4HNO_3≜Fe(No_3)_3+2H_2↑+NO_2↑$
$$4HNO_{3}\overset{\overset{}{△}}{\underset{\underset{}{\text{或光照}}}{=}}4NO_{2} \uparrow + O_{2} \uparrow + 2HO_{2}$$

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