Merge pull request #1976 from danielaskdd/kg-context-file-path

Refactor: Remove file_path and created_at from entity and relation query context send to LLM

README-zh.md

@@ -308,15 +308,15 @@ class QueryParam:
     top_k: int = int(os.getenv("TOP_K", "60"))
     """Number of top items to retrieve. Represents entities in 'local' mode and relationships in 'global' mode."""
 
-    chunk_top_k: int = int(os.getenv("CHUNK_TOP_K", "10"))
+    chunk_top_k: int = int(os.getenv("CHUNK_TOP_K", "20"))
     """Number of text chunks to retrieve initially from vector search and keep after reranking.
     If None, defaults to top_k value.
     """
 
-    max_entity_tokens: int = int(os.getenv("MAX_ENTITY_TOKENS", "10000"))
+    max_entity_tokens: int = int(os.getenv("MAX_ENTITY_TOKENS", "6000"))
     """Maximum number of tokens allocated for entity context in unified token control system."""
 
-    max_relation_tokens: int = int(os.getenv("MAX_RELATION_TOKENS", "10000"))
+    max_relation_tokens: int = int(os.getenv("MAX_RELATION_TOKENS", "8000"))
     """Maximum number of tokens allocated for relationship context in unified token control system."""
 
     max_total_tokens: int = int(os.getenv("MAX_TOTAL_TOKENS", "30000"))

README.md

@@ -315,15 +315,15 @@ class QueryParam:
     top_k: int = int(os.getenv("TOP_K", "60"))
     """Number of top items to retrieve. Represents entities in 'local' mode and relationships in 'global' mode."""
 
-    chunk_top_k: int = int(os.getenv("CHUNK_TOP_K", "10"))
+    chunk_top_k: int = int(os.getenv("CHUNK_TOP_K", "20"))
     """Number of text chunks to retrieve initially from vector search and keep after reranking.
     If None, defaults to top_k value.
     """
 
-    max_entity_tokens: int = int(os.getenv("MAX_ENTITY_TOKENS", "10000"))
+    max_entity_tokens: int = int(os.getenv("MAX_ENTITY_TOKENS", "6000"))
     """Maximum number of tokens allocated for entity context in unified token control system."""
 
-    max_relation_tokens: int = int(os.getenv("MAX_RELATION_TOKENS", "10000"))
+    max_relation_tokens: int = int(os.getenv("MAX_RELATION_TOKENS", "8000"))
     """Maximum number of tokens allocated for relationship context in unified token control system."""
 
     max_total_tokens: int = int(os.getenv("MAX_TOTAL_TOKENS", "30000"))

env.example

@@ -64,11 +64,11 @@ ENABLE_LLM_CACHE=true
 ### Number of entities or relations retrieved from KG
 # TOP_K=40
 ### Maxmium number or chunks for naive vactor search
-# CHUNK_TOP_K=10
+# CHUNK_TOP_K=20
 ### control the actual enties send to LLM
-# MAX_ENTITY_TOKENS=10000
+# MAX_ENTITY_TOKENS=6000
 ### control the actual relations send to LLM
-# MAX_RELATION_TOKENS=10000
+# MAX_RELATION_TOKENS=8000
 ### control the maximum tokens send to LLM (include entities, raltions and chunks)
 # MAX_TOTAL_TOKENS=30000
 

lightrag/api/__init__.py

@@ -1 +1 @@
-__api_version__ = "0203"
+__api_version__ = "0204"

lightrag/api/webui/assets/_basePickBy-YLIvm-HB.js

@@ -1 +1 @@
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lightrag/api/webui/assets/chunk-353BL4L5-DzFk-TO3.js

@@ -1 +1 @@
-import{_ as l}from"./mermaid-vendor-D-8fVEyy.js";function m(e,c){var i,t,o;e.accDescr&&((i=c.setAccDescription)==null||i.call(c,e.accDescr)),e.accTitle&&((t=c.setAccTitle)==null||t.call(c,e.accTitle)),e.title&&((o=c.setDiagramTitle)==null||o.call(c,e.title))}l(m,"populateCommonDb");export{m as p};
+import{_ as l}from"./mermaid-vendor-CP0HWFbv.js";function m(e,c){var i,t,o;e.accDescr&&((i=c.setAccDescription)==null||i.call(c,e.accDescr)),e.accTitle&&((t=c.setAccTitle)==null||t.call(c,e.accTitle)),e.title&&((o=c.setDiagramTitle)==null||o.call(c,e.title))}l(m,"populateCommonDb");export{m as p};

lightrag/api/webui/assets/chunk-67H74DCK-PE1u32a1.js

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lightrag/api/webui/assets/chunk-AACKK3MU-0U3fME8O.js

@@ -1 +1 @@
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+import{_ as s}from"./mermaid-vendor-CP0HWFbv.js";var t,e=(t=class{constructor(i){this.init=i,this.records=this.init()}reset(){this.records=this.init()}},s(t,"ImperativeState"),t);export{e as I};

lightrag/api/webui/assets/chunk-BFAMUDN2-CI3g8r4q.js

@@ -1 +1 @@
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+import{_ as a,d as o}from"./mermaid-vendor-CP0HWFbv.js";var d=a((t,e)=>{let n;return e==="sandbox"&&(n=o("#i"+t)),(e==="sandbox"?o(n.nodes()[0].contentDocument.body):o("body")).select(`[id="${t}"]`)},"getDiagramElement");export{d as g};

lightrag/api/webui/assets/chunk-E2GYISFI-Bz_wopNE.js

@@ -1,4 +1,4 @@
-import{_ as e}from"./mermaid-vendor-D-8fVEyy.js";var l=e(()=>`
+import{_ as e}from"./mermaid-vendor-CP0HWFbv.js";var l=e(()=>`
   /* Font Awesome icon styling - consolidated */
   .label-icon {
     display: inline-block;

lightrag/api/webui/assets/chunk-SKB7J2MH-CMF1hfnm.js

@@ -1 +1 @@
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+import{_ as a,e as w,l as x}from"./mermaid-vendor-CP0HWFbv.js";var d=a((e,t,i,o)=>{e.attr("class",i);const{width:r,height:h,x:n,y:c}=u(e,t);w(e,h,r,o);const s=l(n,c,r,h,t);e.attr("viewBox",s),x.debug(`viewBox configured: ${s} with padding: ${t}`)},"setupViewPortForSVG"),u=a((e,t)=>{var o;const i=((o=e.node())==null?void 0:o.getBBox())||{width:0,height:0,x:0,y:0};return{width:i.width+t*2,height:i.height+t*2,x:i.x,y:i.y}},"calculateDimensionsWithPadding"),l=a((e,t,i,o,r)=>`${e-r} ${t-r} ${i} ${o}`,"createViewBox");export{d as s};

lightrag/api/webui/assets/classDiagram-M3E45YP4-BkwCRoO3.js

@@ -1 +0,0 @@
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lightrag/api/webui/assets/classDiagram-M3E45YP4-qMthlV1X.js

@@ -0,0 +1 @@
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lightrag/api/webui/assets/classDiagram-v2-YAWTLIQI-BkwCRoO3.js

@@ -1 +0,0 @@
-import{s as a,c as s,a as e,C as t}from"./chunk-SZ463SBG-BA1ZVHMK.js";import{_ as i}from"./mermaid-vendor-D-8fVEyy.js";import"./chunk-E2GYISFI-DfLhFgSZ.js";import"./chunk-BFAMUDN2-DT9pzbJx.js";import"./chunk-SKB7J2MH-5CmqqXzW.js";import"./feature-graph-DtzGBYZt.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";var c={parser:e,get db(){return new t},renderer:s,styles:a,init:i(r=>{r.class||(r.class={}),r.class.arrowMarkerAbsolute=r.arrowMarkerAbsolute},"init")};export{c as diagram};

lightrag/api/webui/assets/classDiagram-v2-YAWTLIQI-qMthlV1X.js

@@ -0,0 +1 @@
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lightrag/api/webui/assets/clone-BHfPWf-J.js

@@ -0,0 +1 @@
+import{b as r}from"./_baseUniq-DdBWv_js.js";var e=4;function a(o){return r(o,e)}export{a as c};

lightrag/api/webui/assets/clone-DbWVT42G.js

@@ -1 +0,0 @@
-import{b as r}from"./_baseUniq-B-LJwYfV.js";var e=4;function a(o){return r(o,e)}export{a as c};

lightrag/api/webui/assets/diagram-5UYTHUR4-DlBwEXz1.js

@@ -1,4 +1,4 @@
-import{p as y}from"./chunk-353BL4L5-3IMgfqRW.js";import{_ as l,s as B,g as S,t as z,q as F,a as P,b as E,F as v,K as W,e as T,z as D,G as _,H as A,l as w}from"./mermaid-vendor-D-8fVEyy.js";import{p as N}from"./treemap-75Q7IDZK-B6UbH8A6.js";import"./feature-graph-DtzGBYZt.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-B-LJwYfV.js";import"./_basePickBy-DeaQWhXJ.js";import"./clone-DbWVT42G.js";var x={packet:[]},m=structuredClone(x),L=A.packet,Y=l(()=>{const t=v({...L,..._().packet});return t.showBits&&(t.paddingY+=10),t},"getConfig"),G=l(()=>m.packet,"getPacket"),H=l(t=>{t.length>0&&m.packet.push(t)},"pushWord"),I=l(()=>{D(),m=structuredClone(x)},"clear"),u={pushWord:H,getPacket:G,getConfig:Y,clear:I,setAccTitle:E,getAccTitle:P,setDiagramTitle:F,getDiagramTitle:z,getAccDescription:S,setAccDescription:B},K=1e4,M=l(t=>{y(t,u);let e=-1,o=[],n=1;const{bitsPerRow:i}=u.getConfig();for(let{start:a,end:r,bits:c,label:f}of t.blocks){if(a!==void 0&&r!==void 0&&r<a)throw new Error(`Packet block ${a} - ${r} is invalid. End must be greater than start.`);if(a??(a=e+1),a!==e+1)throw new Error(`Packet block ${a} - ${r??a} is not contiguous. It should start from ${e+1}.`);if(c===0)throw new Error(`Packet block ${a} is invalid. Cannot have a zero bit field.`);for(r??(r=a+(c??1)-1),c??(c=r-a+1),e=r,w.debug(`Packet block ${a} - ${e} with label ${f}`);o.length<=i+1&&u.getPacket().length<K;){const[d,p]=O({start:a,end:r,bits:c,label:f},n,i);if(o.push(d),d.end+1===n*i&&(u.pushWord(o),o=[],n++),!p)break;({start:a,end:r,bits:c,label:f}=p)}}u.pushWord(o)},"populate"),O=l((t,e,o)=>{if(t.start===void 0)throw new Error("start should have been set during first phase");if(t.end===void 0)throw new Error("end should have been set during first phase");if(t.start>t.end)throw new Error(`Block start ${t.start} is greater than block end ${t.end}.`);if(t.end+1<=e*o)return[t,void 0];const n=e*o-1,i=e*o;return[{start:t.start,end:n,label:t.label,bits:n-t.start},{start:i,end:t.end,label:t.label,bits:t.end-i}]},"getNextFittingBlock"),q={parse:l(async t=>{const e=await N("packet",t);w.debug(e),M(e)},"parse")},R=l((t,e,o,n)=>{const i=n.db,a=i.getConfig(),{rowHeight:r,paddingY:c,bitWidth:f,bitsPerRow:d}=a,p=i.getPacket(),s=i.getDiagramTitle(),k=r+c,g=k*(p.length+1)-(s?0:r),b=f*d+2,h=W(e);h.attr("viewbox",`0 0 ${b} ${g}`),T(h,g,b,a.useMaxWidth);for(const[C,$]of p.entries())U(h,$,C,a);h.append("text").text(s).attr("x",b/2).attr("y",g-k/2).attr("dominant-baseline","middle").attr("text-anchor","middle").attr("class","packetTitle")},"draw"),U=l((t,e,o,{rowHeight:n,paddingX:i,paddingY:a,bitWidth:r,bitsPerRow:c,showBits:f})=>{const d=t.append("g"),p=o*(n+a)+a;for(const s of e){const k=s.start%c*r+1,g=(s.end-s.start+1)*r-i;if(d.append("rect").attr("x",k).attr("y",p).attr("width",g).attr("height",n).attr("class","packetBlock"),d.append("text").attr("x",k+g/2).attr("y",p+n/2).attr("class","packetLabel").attr("dominant-baseline","middle").attr("text-anchor","middle").text(s.label),!f)continue;const b=s.end===s.start,h=p-2;d.append("text").attr("x",k+(b?g/2:0)).attr("y",h).attr("class","packetByte start").attr("dominant-baseline","auto").attr("text-anchor",b?"middle":"start").text(s.start),b||d.append("text").attr("x",k+g).attr("y",h).attr("class","packetByte end").attr("dominant-baseline","auto").attr("text-anchor","end").text(s.end)}},"drawWord"),X={draw:R},j={byteFontSize:"10px",startByteColor:"black",endByteColor:"black",labelColor:"black",labelFontSize:"12px",titleColor:"black",titleFontSize:"14px",blockStrokeColor:"black",blockStrokeWidth:"1",blockFillColor:"#efefef"},J=l(({packet:t}={})=>{const e=v(j,t);return`
+import{p as y}from"./chunk-353BL4L5-DzFk-TO3.js";import{_ as l,s as B,g as S,t as z,q as F,a as P,b as E,F as v,K as W,e as T,z as D,G as _,H as A,l as w}from"./mermaid-vendor-CP0HWFbv.js";import{p as N}from"./treemap-75Q7IDZK-DCFgnv4G.js";import"./feature-graph-p4jrCRk3.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-DdBWv_js.js";import"./_basePickBy-YLIvm-HB.js";import"./clone-BHfPWf-J.js";var x={packet:[]},m=structuredClone(x),L=A.packet,Y=l(()=>{const t=v({...L,..._().packet});return t.showBits&&(t.paddingY+=10),t},"getConfig"),G=l(()=>m.packet,"getPacket"),H=l(t=>{t.length>0&&m.packet.push(t)},"pushWord"),I=l(()=>{D(),m=structuredClone(x)},"clear"),u={pushWord:H,getPacket:G,getConfig:Y,clear:I,setAccTitle:E,getAccTitle:P,setDiagramTitle:F,getDiagramTitle:z,getAccDescription:S,setAccDescription:B},K=1e4,M=l(t=>{y(t,u);let e=-1,o=[],n=1;const{bitsPerRow:i}=u.getConfig();for(let{start:a,end:r,bits:c,label:f}of t.blocks){if(a!==void 0&&r!==void 0&&r<a)throw new Error(`Packet block ${a} - ${r} is invalid. End must be greater than start.`);if(a??(a=e+1),a!==e+1)throw new Error(`Packet block ${a} - ${r??a} is not contiguous. It should start from ${e+1}.`);if(c===0)throw new Error(`Packet block ${a} is invalid. Cannot have a zero bit field.`);for(r??(r=a+(c??1)-1),c??(c=r-a+1),e=r,w.debug(`Packet block ${a} - ${e} with label ${f}`);o.length<=i+1&&u.getPacket().length<K;){const[d,p]=O({start:a,end:r,bits:c,label:f},n,i);if(o.push(d),d.end+1===n*i&&(u.pushWord(o),o=[],n++),!p)break;({start:a,end:r,bits:c,label:f}=p)}}u.pushWord(o)},"populate"),O=l((t,e,o)=>{if(t.start===void 0)throw new Error("start should have been set during first phase");if(t.end===void 0)throw new Error("end should have been set during first phase");if(t.start>t.end)throw new Error(`Block start ${t.start} is greater than block end ${t.end}.`);if(t.end+1<=e*o)return[t,void 0];const n=e*o-1,i=e*o;return[{start:t.start,end:n,label:t.label,bits:n-t.start},{start:i,end:t.end,label:t.label,bits:t.end-i}]},"getNextFittingBlock"),q={parse:l(async t=>{const e=await N("packet",t);w.debug(e),M(e)},"parse")},R=l((t,e,o,n)=>{const i=n.db,a=i.getConfig(),{rowHeight:r,paddingY:c,bitWidth:f,bitsPerRow:d}=a,p=i.getPacket(),s=i.getDiagramTitle(),k=r+c,g=k*(p.length+1)-(s?0:r),b=f*d+2,h=W(e);h.attr("viewbox",`0 0 ${b} ${g}`),T(h,g,b,a.useMaxWidth);for(const[C,$]of p.entries())U(h,$,C,a);h.append("text").text(s).attr("x",b/2).attr("y",g-k/2).attr("dominant-baseline","middle").attr("text-anchor","middle").attr("class","packetTitle")},"draw"),U=l((t,e,o,{rowHeight:n,paddingX:i,paddingY:a,bitWidth:r,bitsPerRow:c,showBits:f})=>{const d=t.append("g"),p=o*(n+a)+a;for(const s of e){const k=s.start%c*r+1,g=(s.end-s.start+1)*r-i;if(d.append("rect").attr("x",k).attr("y",p).attr("width",g).attr("height",n).attr("class","packetBlock"),d.append("text").attr("x",k+g/2).attr("y",p+n/2).attr("class","packetLabel").attr("dominant-baseline","middle").attr("text-anchor","middle").text(s.label),!f)continue;const b=s.end===s.start,h=p-2;d.append("text").attr("x",k+(b?g/2:0)).attr("y",h).attr("class","packetByte start").attr("dominant-baseline","auto").attr("text-anchor",b?"middle":"start").text(s.start),b||d.append("text").attr("x",k+g).attr("y",h).attr("class","packetByte end").attr("dominant-baseline","auto").attr("text-anchor","end").text(s.end)}},"drawWord"),X={draw:R},j={byteFontSize:"10px",startByteColor:"black",endByteColor:"black",labelColor:"black",labelFontSize:"12px",titleColor:"black",titleFontSize:"14px",blockStrokeColor:"black",blockStrokeWidth:"1",blockFillColor:"#efefef"},J=l(({packet:t}={})=>{const e=v(j,t);return`
 	.packetByte {
 		font-size: ${e.byteFontSize};
 	}

lightrag/api/webui/assets/flowDiagram-KYDEHFYC-DpvXDThd.js

@@ -1,4 +1,4 @@
-import{g as q1}from"./chunk-E2GYISFI-DfLhFgSZ.js";import{_ as m,o as O1,l as ee,c as be,d as Se,p as H1,r as X1,u as i1,b as Q1,s as J1,q as Z1,a as $1,g as et,t as tt,k as st,v as it,J as rt,x as nt,y as s1,z as at,A as ut,B as lt,C as ot}from"./mermaid-vendor-D-8fVEyy.js";import{g as ct}from"./chunk-BFAMUDN2-DT9pzbJx.js";import{s as ht}from"./chunk-SKB7J2MH-5CmqqXzW.js";import"./feature-graph-DtzGBYZt.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";var dt="flowchart-",Pe,pt=(Pe=class{constructor(){this.vertexCounter=0,this.config=be(),this.vertices=new Map,this.edges=[],this.classes=new Map,this.subGraphs=[],this.subGraphLookup=new Map,this.tooltips=new Map,this.subCount=0,this.firstGraphFlag=!0,this.secCount=-1,this.posCrossRef=[],this.funs=[],this.setAccTitle=Q1,this.setAccDescription=J1,this.setDiagramTitle=Z1,this.getAccTitle=$1,this.getAccDescription=et,this.getDiagramTitle=tt,this.funs.push(this.setupToolTips.bind(this)),this.addVertex=this.addVertex.bind(this),this.firstGraph=this.firstGraph.bind(this),this.setDirection=this.setDirection.bind(this),this.addSubGraph=this.addSubGraph.bind(this),this.addLink=this.addLink.bind(this),this.setLink=this.setLink.bind(this),this.updateLink=this.updateLink.bind(this),this.addClass=this.addClass.bind(this),this.setClass=this.setClass.bind(this),this.destructLink=this.destructLink.bind(this),this.setClickEvent=this.setClickEvent.bind(this),this.setTooltip=this.setTooltip.bind(this),this.updateLinkInterpolate=this.updateLinkInterpolate.bind(this),this.setClickFun=this.setClickFun.bind(this),this.bindFunctions=this.bindFunctions.bind(this),this.lex={firstGraph:this.firstGraph.bind(this)},this.clear(),this.setGen("gen-2")}sanitizeText(i){return st.sanitizeText(i,this.config)}lookUpDomId(i){for(const n of this.vertices.values())if(n.id===i)return n.domId;return i}addVertex(i,n,a,u,l,f,c={},A){var V,C;if(!i||i.trim().length===0)return;let r;if(A!==void 0){let p;A.includes(`
+import{g as q1}from"./chunk-E2GYISFI-Bz_wopNE.js";import{_ as m,o as O1,l as ee,c as be,d as Se,p as H1,r as X1,u as i1,b as Q1,s as J1,q as Z1,a as $1,g as et,t as tt,k as st,v as it,J as rt,x as nt,y as s1,z as at,A as ut,B as lt,C as ot}from"./mermaid-vendor-CP0HWFbv.js";import{g as ct}from"./chunk-BFAMUDN2-CI3g8r4q.js";import{s as ht}from"./chunk-SKB7J2MH-CMF1hfnm.js";import"./feature-graph-p4jrCRk3.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";var dt="flowchart-",Pe,pt=(Pe=class{constructor(){this.vertexCounter=0,this.config=be(),this.vertices=new Map,this.edges=[],this.classes=new Map,this.subGraphs=[],this.subGraphLookup=new Map,this.tooltips=new Map,this.subCount=0,this.firstGraphFlag=!0,this.secCount=-1,this.posCrossRef=[],this.funs=[],this.setAccTitle=Q1,this.setAccDescription=J1,this.setDiagramTitle=Z1,this.getAccTitle=$1,this.getAccDescription=et,this.getDiagramTitle=tt,this.funs.push(this.setupToolTips.bind(this)),this.addVertex=this.addVertex.bind(this),this.firstGraph=this.firstGraph.bind(this),this.setDirection=this.setDirection.bind(this),this.addSubGraph=this.addSubGraph.bind(this),this.addLink=this.addLink.bind(this),this.setLink=this.setLink.bind(this),this.updateLink=this.updateLink.bind(this),this.addClass=this.addClass.bind(this),this.setClass=this.setClass.bind(this),this.destructLink=this.destructLink.bind(this),this.setClickEvent=this.setClickEvent.bind(this),this.setTooltip=this.setTooltip.bind(this),this.updateLinkInterpolate=this.updateLinkInterpolate.bind(this),this.setClickFun=this.setClickFun.bind(this),this.bindFunctions=this.bindFunctions.bind(this),this.lex={firstGraph:this.firstGraph.bind(this)},this.clear(),this.setGen("gen-2")}sanitizeText(i){return st.sanitizeText(i,this.config)}lookUpDomId(i){for(const n of this.vertices.values())if(n.id===i)return n.domId;return i}addVertex(i,n,a,u,l,f,c={},A){var V,C;if(!i||i.trim().length===0)return;let r;if(A!==void 0){let p;A.includes(`
 `)?p=A+`
 `:p=`{
 `+A+`

lightrag/api/webui/assets/index-Tpdas5ZK.js

@@ -1,4 +1,4 @@
-import{j as o,Y as td,O as fg,k as dg,u as ad,Z as mg,c as hg,l as gg,g as pg,S as yg,T as vg,n as bg,m as nd,o as Sg,p as Tg,$ as ud,a0 as id,a1 as cd,a2 as xg}from"./ui-vendor-CeCm8EER.js";import{d as Ag,h as Dg,r as E,u as sd,H as Ng,i as Eg,j as kf}from"./react-vendor-DEwriMA6.js";import{N as we,c as Ve,ad as od,u as Bl,M as sl,ae as rd,af as fd,I as us,B as Cn,D as Mg,l as zg,m as Cg,n as Og,o as _g,ag as Rg,ah as jg,ai as Ug,aj as Hg,ak as ql,al as dd,am as ss,an as is,a0 as Lg,a1 as qg,a2 as Bg,a3 as Gg,ao as Yg,ap as Xg,aq as md,ar as wg,as as hd,at as Vg,au as gd,d as Qg,R as Kg,V as Zg,g as En,av as kg,aw as Jg,ax as Fg}from"./feature-graph-DtzGBYZt.js";import{S as Jf,a as Ff,b as Pf,c as $f,e as rt,D as Pg}from"./feature-documents-DA_rmxxF.js";import{R as $g}from"./feature-retrieval-RWzn8GzL.js";import{i as cs}from"./utils-vendor-BysuhMZA.js";import"./graph-vendor-B-X5JegA.js";import"./mermaid-vendor-D-8fVEyy.js";import"./markdown-vendor-DmIvJdn7.js";(function(){const y=document.createElement("link").relList;if(y&&y.supports&&y.supports("modulepreload"))return;for(const N of document.querySelectorAll('link[rel="modulepreload"]'))d(N);new MutationObserver(N=>{for(const _ of N)if(_.type==="childList")for(const H of _.addedNodes)H.tagName==="LINK"&&H.rel==="modulepreload"&&d(H)}).observe(document,{childList:!0,subtree:!0});function x(N){const _={};return N.integrity&&(_.integrity=N.integrity),N.referrerPolicy&&(_.referrerPolicy=N.referrerPolicy),N.crossOrigin==="use-credentials"?_.credentials="include":N.crossOrigin==="anonymous"?_.credentials="omit":_.credentials="same-origin",_}function d(N){if(N.ep)return;N.ep=!0;const _=x(N);fetch(N.href,_)}})();var ts={exports:{}},Mn={},as={exports:{}},ns={};/**
+import{j as o,Y as td,O as fg,k as dg,u as ad,Z as mg,c as hg,l as gg,g as pg,S as yg,T as vg,n as bg,m as nd,o as Sg,p as Tg,$ as ud,a0 as id,a1 as cd,a2 as xg}from"./ui-vendor-CeCm8EER.js";import{d as Ag,h as Dg,r as E,u as sd,H as Ng,i as Eg,j as kf}from"./react-vendor-DEwriMA6.js";import{N as we,c as Ve,ad as od,u as Bl,M as sl,ae as rd,af as fd,I as us,B as Cn,D as Mg,l as zg,m as Cg,n as Og,o as _g,ag as Rg,ah as jg,ai as Ug,aj as Hg,ak as ql,al as dd,am as ss,an as is,a0 as Lg,a1 as qg,a2 as Bg,a3 as Gg,ao as Yg,ap as Xg,aq as md,ar as wg,as as hd,at as Vg,au as gd,d as Qg,R as Kg,V as Zg,g as En,av as kg,aw as Jg,ax as Fg}from"./feature-graph-p4jrCRk3.js";import{S as Jf,a as Ff,b as Pf,c as $f,e as rt,D as Pg}from"./feature-documents-DjT3Retr.js";import{R as $g}from"./feature-retrieval-Dgv8sLQD.js";import{i as cs}from"./utils-vendor-BysuhMZA.js";import"./graph-vendor-B-X5JegA.js";import"./mermaid-vendor-CP0HWFbv.js";import"./markdown-vendor-DmIvJdn7.js";(function(){const y=document.createElement("link").relList;if(y&&y.supports&&y.supports("modulepreload"))return;for(const N of document.querySelectorAll('link[rel="modulepreload"]'))d(N);new MutationObserver(N=>{for(const _ of N)if(_.type==="childList")for(const H of _.addedNodes)H.tagName==="LINK"&&H.rel==="modulepreload"&&d(H)}).observe(document,{childList:!0,subtree:!0});function x(N){const _={};return N.integrity&&(_.integrity=N.integrity),N.referrerPolicy&&(_.referrerPolicy=N.referrerPolicy),N.crossOrigin==="use-credentials"?_.credentials="include":N.crossOrigin==="anonymous"?_.credentials="omit":_.credentials="same-origin",_}function d(N){if(N.ep)return;N.ep=!0;const _=x(N);fetch(N.href,_)}})();var ts={exports:{}},Mn={},as={exports:{}},ns={};/**
  * @license React
  * scheduler.production.js
  *

lightrag/api/webui/assets/infoDiagram-LHK5PUON-Cw5vRcSi.js

@@ -1,2 +1,2 @@
-import{_ as e,l as o,K as i,e as n,L as p}from"./mermaid-vendor-D-8fVEyy.js";import{p as m}from"./treemap-75Q7IDZK-B6UbH8A6.js";import"./feature-graph-DtzGBYZt.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-B-LJwYfV.js";import"./_basePickBy-DeaQWhXJ.js";import"./clone-DbWVT42G.js";var g={parse:e(async r=>{const a=await m("info",r);o.debug(a)},"parse")},v={version:p.version+""},d=e(()=>v.version,"getVersion"),c={getVersion:d},l=e((r,a,s)=>{o.debug(`rendering info diagram
+import{_ as e,l as o,K as i,e as n,L as p}from"./mermaid-vendor-CP0HWFbv.js";import{p as m}from"./treemap-75Q7IDZK-DCFgnv4G.js";import"./feature-graph-p4jrCRk3.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-DdBWv_js.js";import"./_basePickBy-YLIvm-HB.js";import"./clone-BHfPWf-J.js";var g={parse:e(async r=>{const a=await m("info",r);o.debug(a)},"parse")},v={version:p.version+""},d=e(()=>v.version,"getVersion"),c={getVersion:d},l=e((r,a,s)=>{o.debug(`rendering info diagram
 `+r);const t=i(a);n(t,100,400,!0),t.append("g").append("text").attr("x",100).attr("y",40).attr("class","version").attr("font-size",32).style("text-anchor","middle").text(`v${s}`)},"draw"),f={draw:l},L={parser:g,db:c,renderer:f};export{L as diagram};

lightrag/api/webui/assets/journeyDiagram-EWQZEKCU-YLbIQshL.js

@@ -1,4 +1,4 @@
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lightrag/api/webui/assets/kanban-definition-ZSS6B67P-TmbYhmex.js

@@ -1,4 +1,4 @@
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+import{g as fe}from"./chunk-E2GYISFI-Bz_wopNE.js";import{_ as c,l as te,c as W,K as ye,a8 as be,a9 as me,aa as _e,a3 as Ee,H as Y,i as G,v as ke,J as Se,a4 as Ne,a5 as le,a6 as ce}from"./mermaid-vendor-CP0HWFbv.js";import"./feature-graph-p4jrCRk3.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";var $=function(){var t=c(function(_,s,n,a){for(n=n||{},a=_.length;a--;n[_[a]]=s);return n},"o"),g=[1,4],d=[1,13],r=[1,12],p=[1,15],E=[1,16],f=[1,20],h=[1,19],L=[6,7,8],C=[1,26],w=[1,24],N=[1,25],i=[6,7,11],H=[1,31],x=[6,7,11,24],P=[1,6,13,16,17,20,23],M=[1,35],U=[1,36],A=[1,6,7,11,13,16,17,20,23],j=[1,38],V={trace:c(function(){},"trace"),yy:{},symbols_:{error:2,start:3,mindMap:4,spaceLines:5,SPACELINE:6,NL:7,KANBAN:8,document:9,stop:10,EOF:11,statement:12,SPACELIST:13,node:14,shapeData:15,ICON:16,CLASS:17,nodeWithId:18,nodeWithoutId:19,NODE_DSTART:20,NODE_DESCR:21,NODE_DEND:22,NODE_ID:23,SHAPE_DATA:24,$accept:0,$end:1},terminals_:{2:"error",6:"SPACELINE",7:"NL",8:"KANBAN",11:"EOF",13:"SPACELIST",16:"ICON",17:"CLASS",20:"NODE_DSTART",21:"NODE_DESCR",22:"NODE_DEND",23:"NODE_ID",24:"SHAPE_DATA"},productions_:[0,[3,1],[3,2],[5,1],[5,2],[5,2],[4,2],[4,3],[10,1],[10,1],[10,1],[10,2],[10,2],[9,3],[9,2],[12,3],[12,2],[12,2],[12,2],[12,1],[12,2],[12,1],[12,1],[12,1],[12,1],[14,1],[14,1],[19,3],[18,1],[18,4],[15,2],[15,1]],performAction:c(function(s,n,a,o,u,e,B){var l=e.length-1;switch(u){case 6:case 7:return o;case 8:o.getLogger().trace("Stop NL ");break;case 9:o.getLogger().trace("Stop EOF ");break;case 11:o.getLogger().trace("Stop NL2 ");break;case 12:o.getLogger().trace("Stop EOF2 ");break;case 15:o.getLogger().info("Node: ",e[l-1].id),o.addNode(e[l-2].length,e[l-1].id,e[l-1].descr,e[l-1].type,e[l]);break;case 16:o.getLogger().info("Node: ",e[l].id),o.addNode(e[l-1].length,e[l].id,e[l].descr,e[l].type);break;case 17:o.getLogger().trace("Icon: ",e[l]),o.decorateNode({icon:e[l]});break;case 18:case 23:o.decorateNode({class:e[l]});break;case 19:o.getLogger().trace("SPACELIST");break;case 20:o.getLogger().trace("Node: ",e[l-1].id),o.addNode(0,e[l-1].id,e[l-1].descr,e[l-1].type,e[l]);break;case 21:o.getLogger().trace("Node: ",e[l].id),o.addNode(0,e[l].id,e[l].descr,e[l].type);break;case 22:o.decorateNode({icon:e[l]});break;case 27:o.getLogger().trace("node found ..",e[l-2]),this.$={id:e[l-1],descr:e[l-1],type:o.getType(e[l-2],e[l])};break;case 28:this.$={id:e[l],descr:e[l],type:0};break;case 29:o.getLogger().trace("node found ..",e[l-3]),this.$={id:e[l-3],descr:e[l-1],type:o.getType(e[l-2],e[l])};break;case 30:this.$=e[l-1]+e[l];break;case 31:this.$=e[l];break}},"anonymous"),table:[{3:1,4:2,5:3,6:[1,5],8:g},{1:[3]},{1:[2,1]},{4:6,6:[1,7],7:[1,8],8:g},{6:d,7:[1,10],9:9,12:11,13:r,14:14,16:p,17:E,18:17,19:18,20:f,23:h},t(L,[2,3]),{1:[2,2]},t(L,[2,4]),t(L,[2,5]),{1:[2,6],6:d,12:21,13:r,14:14,16:p,17:E,18:17,19:18,20:f,23:h},{6:d,9:22,12:11,13:r,14:14,16:p,17:E,18:17,19:18,20:f,23:h},{6:C,7:w,10:23,11:N},t(i,[2,24],{18:17,19:18,14:27,16:[1,28],17:[1,29],20:f,23:h}),t(i,[2,19]),t(i,[2,21],{15:30,24:H}),t(i,[2,22]),t(i,[2,23]),t(x,[2,25]),t(x,[2,26]),t(x,[2,28],{20:[1,32]}),{21:[1,33]},{6:C,7:w,10:34,11:N},{1:[2,7],6:d,12:21,13:r,14:14,16:p,17:E,18:17,19:18,20:f,23:h},t(P,[2,14],{7:M,11:U}),t(A,[2,8]),t(A,[2,9]),t(A,[2,10]),t(i,[2,16],{15:37,24:H}),t(i,[2,17]),t(i,[2,18]),t(i,[2,20],{24:j}),t(x,[2,31]),{21:[1,39]},{22:[1,40]},t(P,[2,13],{7:M,11:U}),t(A,[2,11]),t(A,[2,12]),t(i,[2,15],{24:j}),t(x,[2,30]),{22:[1,41]},t(x,[2,27]),t(x,[2,29])],defaultActions:{2:[2,1],6:[2,2]},parseError:c(function(s,n){if(n.recoverable)this.trace(s);else{var a=new Error(s);throw a.hash=n,a}},"parseError"),parse:c(function(s){var n=this,a=[0],o=[],u=[null],e=[],B=this.table,l="",z=0,ie=0,ue=2,re=1,ge=e.slice.call(arguments,1),b=Object.create(this.lexer),T={yy:{}};for(var J in this.yy)Object.prototype.hasOwnProperty.call(this.yy,J)&&(T.yy[J]=this.yy[J]);b.setInput(s,T.yy),T.yy.lexer=b,T.yy.parser=this,typeof b.yylloc>"u"&&(b.yylloc={});var q=b.yylloc;e.push(q);var de=b.options&&b.options.ranges;typeof T.yy.parseError=="function"?this.parseError=T.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function pe(S){a.length=a.length-2*S,u.length=u.length-S,e.length=e.length-S}c(pe,"popStack");function ae(){var S;return S=o.pop()||b.lex()||re,typeof S!="number"&&(S instanceof Array&&(o=S,S=o.pop()),S=n.symbols_[S]||S),S}c(ae,"lex");for(var k,R,v,Q,F={},K,I,oe,X;;){if(R=a[a.length-1],this.defaultActions[R]?v=this.defaultActions[R]:((k===null||typeof k>"u")&&(k=ae()),v=B[R]&&B[R][k]),typeof v>"u"||!v.length||!v[0]){var Z="";X=[];for(K in B[R])this.terminals_[K]&&K>ue&&X.push("'"+this.terminals_[K]+"'");b.showPosition?Z="Parse error on line "+(z+1)+`:
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lightrag/api/webui/assets/pieDiagram-NIOCPIFQ-CfDJIee_.js

@@ -1,4 +1,4 @@
-import{p as N}from"./chunk-353BL4L5-3IMgfqRW.js";import{_ as i,g as B,s as U,a as q,b as H,t as K,q as V,l as C,c as Z,F as j,K as J,M as Q,N as z,O as X,e as Y,z as tt,P as et,H as at}from"./mermaid-vendor-D-8fVEyy.js";import{p as rt}from"./treemap-75Q7IDZK-B6UbH8A6.js";import"./feature-graph-DtzGBYZt.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-B-LJwYfV.js";import"./_basePickBy-DeaQWhXJ.js";import"./clone-DbWVT42G.js";var it=at.pie,D={sections:new Map,showData:!1},f=D.sections,w=D.showData,st=structuredClone(it),ot=i(()=>structuredClone(st),"getConfig"),nt=i(()=>{f=new Map,w=D.showData,tt()},"clear"),lt=i(({label:t,value:a})=>{f.has(t)||(f.set(t,a),C.debug(`added new section: ${t}, with value: ${a}`))},"addSection"),ct=i(()=>f,"getSections"),pt=i(t=>{w=t},"setShowData"),dt=i(()=>w,"getShowData"),F={getConfig:ot,clear:nt,setDiagramTitle:V,getDiagramTitle:K,setAccTitle:H,getAccTitle:q,setAccDescription:U,getAccDescription:B,addSection:lt,getSections:ct,setShowData:pt,getShowData:dt},gt=i((t,a)=>{N(t,a),a.setShowData(t.showData),t.sections.map(a.addSection)},"populateDb"),ut={parse:i(async t=>{const a=await rt("pie",t);C.debug(a),gt(a,F)},"parse")},mt=i(t=>`
+import{p as N}from"./chunk-353BL4L5-DzFk-TO3.js";import{_ as i,g as B,s as U,a as q,b as H,t as K,q as V,l as C,c as Z,F as j,K as J,M as Q,N as z,O as X,e as Y,z as tt,P as et,H as at}from"./mermaid-vendor-CP0HWFbv.js";import{p as rt}from"./treemap-75Q7IDZK-DCFgnv4G.js";import"./feature-graph-p4jrCRk3.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-DdBWv_js.js";import"./_basePickBy-YLIvm-HB.js";import"./clone-BHfPWf-J.js";var it=at.pie,D={sections:new Map,showData:!1},f=D.sections,w=D.showData,st=structuredClone(it),ot=i(()=>structuredClone(st),"getConfig"),nt=i(()=>{f=new Map,w=D.showData,tt()},"clear"),lt=i(({label:t,value:a})=>{f.has(t)||(f.set(t,a),C.debug(`added new section: ${t}, with value: ${a}`))},"addSection"),ct=i(()=>f,"getSections"),pt=i(t=>{w=t},"setShowData"),dt=i(()=>w,"getShowData"),F={getConfig:ot,clear:nt,setDiagramTitle:V,getDiagramTitle:K,setAccTitle:H,getAccTitle:q,setAccDescription:U,getAccDescription:B,addSection:lt,getSections:ct,setShowData:pt,getShowData:dt},gt=i((t,a)=>{N(t,a),a.setShowData(t.showData),t.sections.map(a.addSection)},"populateDb"),ut={parse:i(async t=>{const a=await rt("pie",t);C.debug(a),gt(a,F)},"parse")},mt=i(t=>`
   .pieCircle{
     stroke: ${t.pieStrokeColor};
     stroke-width : ${t.pieStrokeWidth};

lightrag/api/webui/assets/stateDiagram-v2-5AN5P6BG-B8cPKa_4.js

@@ -1 +1 @@
-import{s as r,b as e,a,S as i}from"./chunk-OW32GOEJ-DXcbO8Am.js";import{_ as s}from"./mermaid-vendor-D-8fVEyy.js";import"./chunk-BFAMUDN2-DT9pzbJx.js";import"./chunk-SKB7J2MH-5CmqqXzW.js";import"./feature-graph-DtzGBYZt.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";var f={parser:a,get db(){return new i(2)},renderer:e,styles:r,init:s(t=>{t.state||(t.state={}),t.state.arrowMarkerAbsolute=t.arrowMarkerAbsolute},"init")};export{f as diagram};
+import{s as r,b as e,a,S as i}from"./chunk-OW32GOEJ-9MTwec98.js";import{_ as s}from"./mermaid-vendor-CP0HWFbv.js";import"./chunk-BFAMUDN2-CI3g8r4q.js";import"./chunk-SKB7J2MH-CMF1hfnm.js";import"./feature-graph-p4jrCRk3.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";var f={parser:a,get db(){return new i(2)},renderer:e,styles:r,init:s(t=>{t.state||(t.state={}),t.state.arrowMarkerAbsolute=t.arrowMarkerAbsolute},"init")};export{f as diagram};

lightrag/api/webui/assets/timeline-definition-MYPXXCX6-CJ61njpU.js

@@ -1,4 +1,4 @@
-import{_ as s,c as xt,l as E,d as q,a3 as kt,a4 as _t,a5 as bt,a6 as vt,N as nt,D as wt,a7 as St,z as Et}from"./mermaid-vendor-D-8fVEyy.js";import"./feature-graph-DtzGBYZt.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";var X=function(){var n=s(function(f,r,a,h){for(a=a||{},h=f.length;h--;a[f[h]]=r);return a},"o"),t=[6,8,10,11,12,14,16,17,20,21],e=[1,9],l=[1,10],i=[1,11],d=[1,12],c=[1,13],g=[1,16],m=[1,17],p={trace:s(function(){},"trace"),yy:{},symbols_:{error:2,start:3,timeline:4,document:5,EOF:6,line:7,SPACE:8,statement:9,NEWLINE:10,title:11,acc_title:12,acc_title_value:13,acc_descr:14,acc_descr_value:15,acc_descr_multiline_value:16,section:17,period_statement:18,event_statement:19,period:20,event:21,$accept:0,$end:1},terminals_:{2:"error",4:"timeline",6:"EOF",8:"SPACE",10:"NEWLINE",11:"title",12:"acc_title",13:"acc_title_value",14:"acc_descr",15:"acc_descr_value",16:"acc_descr_multiline_value",17:"section",20:"period",21:"event"},productions_:[0,[3,3],[5,0],[5,2],[7,2],[7,1],[7,1],[7,1],[9,1],[9,2],[9,2],[9,1],[9,1],[9,1],[9,1],[18,1],[19,1]],performAction:s(function(r,a,h,u,y,o,S){var k=o.length-1;switch(y){case 1:return o[k-1];case 2:this.$=[];break;case 3:o[k-1].push(o[k]),this.$=o[k-1];break;case 4:case 5:this.$=o[k];break;case 6:case 7:this.$=[];break;case 8:u.getCommonDb().setDiagramTitle(o[k].substr(6)),this.$=o[k].substr(6);break;case 9:this.$=o[k].trim(),u.getCommonDb().setAccTitle(this.$);break;case 10:case 11:this.$=o[k].trim(),u.getCommonDb().setAccDescription(this.$);break;case 12:u.addSection(o[k].substr(8)),this.$=o[k].substr(8);break;case 15:u.addTask(o[k],0,""),this.$=o[k];break;case 16:u.addEvent(o[k].substr(2)),this.$=o[k];break}},"anonymous"),table:[{3:1,4:[1,2]},{1:[3]},n(t,[2,2],{5:3}),{6:[1,4],7:5,8:[1,6],9:7,10:[1,8],11:e,12:l,14:i,16:d,17:c,18:14,19:15,20:g,21:m},n(t,[2,7],{1:[2,1]}),n(t,[2,3]),{9:18,11:e,12:l,14:i,16:d,17:c,18:14,19:15,20:g,21:m},n(t,[2,5]),n(t,[2,6]),n(t,[2,8]),{13:[1,19]},{15:[1,20]},n(t,[2,11]),n(t,[2,12]),n(t,[2,13]),n(t,[2,14]),n(t,[2,15]),n(t,[2,16]),n(t,[2,4]),n(t,[2,9]),n(t,[2,10])],defaultActions:{},parseError:s(function(r,a){if(a.recoverable)this.trace(r);else{var h=new Error(r);throw h.hash=a,h}},"parseError"),parse:s(function(r){var a=this,h=[0],u=[],y=[null],o=[],S=this.table,k="",M=0,C=0,B=2,J=1,O=o.slice.call(arguments,1),_=Object.create(this.lexer),N={yy:{}};for(var L in this.yy)Object.prototype.hasOwnProperty.call(this.yy,L)&&(N.yy[L]=this.yy[L]);_.setInput(r,N.yy),N.yy.lexer=_,N.yy.parser=this,typeof _.yylloc>"u"&&(_.yylloc={});var v=_.yylloc;o.push(v);var $=_.options&&_.options.ranges;typeof N.yy.parseError=="function"?this.parseError=N.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function R(T){h.length=h.length-2*T,y.length=y.length-T,o.length=o.length-T}s(R,"popStack");function A(){var T;return T=u.pop()||_.lex()||J,typeof T!="number"&&(T instanceof Array&&(u=T,T=u.pop()),T=a.symbols_[T]||T),T}s(A,"lex");for(var w,H,I,K,F={},j,P,et,G;;){if(H=h[h.length-1],this.defaultActions[H]?I=this.defaultActions[H]:((w===null||typeof w>"u")&&(w=A()),I=S[H]&&S[H][w]),typeof I>"u"||!I.length||!I[0]){var Q="";G=[];for(j in S[H])this.terminals_[j]&&j>B&&G.push("'"+this.terminals_[j]+"'");_.showPosition?Q="Parse error on line "+(M+1)+`:
+import{_ as s,c as xt,l as E,d as q,a3 as kt,a4 as _t,a5 as bt,a6 as vt,N as nt,D as wt,a7 as St,z as Et}from"./mermaid-vendor-CP0HWFbv.js";import"./feature-graph-p4jrCRk3.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";var X=function(){var n=s(function(f,r,a,h){for(a=a||{},h=f.length;h--;a[f[h]]=r);return a},"o"),t=[6,8,10,11,12,14,16,17,20,21],e=[1,9],l=[1,10],i=[1,11],d=[1,12],c=[1,13],g=[1,16],m=[1,17],p={trace:s(function(){},"trace"),yy:{},symbols_:{error:2,start:3,timeline:4,document:5,EOF:6,line:7,SPACE:8,statement:9,NEWLINE:10,title:11,acc_title:12,acc_title_value:13,acc_descr:14,acc_descr_value:15,acc_descr_multiline_value:16,section:17,period_statement:18,event_statement:19,period:20,event:21,$accept:0,$end:1},terminals_:{2:"error",4:"timeline",6:"EOF",8:"SPACE",10:"NEWLINE",11:"title",12:"acc_title",13:"acc_title_value",14:"acc_descr",15:"acc_descr_value",16:"acc_descr_multiline_value",17:"section",20:"period",21:"event"},productions_:[0,[3,3],[5,0],[5,2],[7,2],[7,1],[7,1],[7,1],[9,1],[9,2],[9,2],[9,1],[9,1],[9,1],[9,1],[18,1],[19,1]],performAction:s(function(r,a,h,u,y,o,S){var k=o.length-1;switch(y){case 1:return o[k-1];case 2:this.$=[];break;case 3:o[k-1].push(o[k]),this.$=o[k-1];break;case 4:case 5:this.$=o[k];break;case 6:case 7:this.$=[];break;case 8:u.getCommonDb().setDiagramTitle(o[k].substr(6)),this.$=o[k].substr(6);break;case 9:this.$=o[k].trim(),u.getCommonDb().setAccTitle(this.$);break;case 10:case 11:this.$=o[k].trim(),u.getCommonDb().setAccDescription(this.$);break;case 12:u.addSection(o[k].substr(8)),this.$=o[k].substr(8);break;case 15:u.addTask(o[k],0,""),this.$=o[k];break;case 16:u.addEvent(o[k].substr(2)),this.$=o[k];break}},"anonymous"),table:[{3:1,4:[1,2]},{1:[3]},n(t,[2,2],{5:3}),{6:[1,4],7:5,8:[1,6],9:7,10:[1,8],11:e,12:l,14:i,16:d,17:c,18:14,19:15,20:g,21:m},n(t,[2,7],{1:[2,1]}),n(t,[2,3]),{9:18,11:e,12:l,14:i,16:d,17:c,18:14,19:15,20:g,21:m},n(t,[2,5]),n(t,[2,6]),n(t,[2,8]),{13:[1,19]},{15:[1,20]},n(t,[2,11]),n(t,[2,12]),n(t,[2,13]),n(t,[2,14]),n(t,[2,15]),n(t,[2,16]),n(t,[2,4]),n(t,[2,9]),n(t,[2,10])],defaultActions:{},parseError:s(function(r,a){if(a.recoverable)this.trace(r);else{var h=new Error(r);throw h.hash=a,h}},"parseError"),parse:s(function(r){var a=this,h=[0],u=[],y=[null],o=[],S=this.table,k="",M=0,C=0,B=2,J=1,O=o.slice.call(arguments,1),_=Object.create(this.lexer),N={yy:{}};for(var L in this.yy)Object.prototype.hasOwnProperty.call(this.yy,L)&&(N.yy[L]=this.yy[L]);_.setInput(r,N.yy),N.yy.lexer=_,N.yy.parser=this,typeof _.yylloc>"u"&&(_.yylloc={});var v=_.yylloc;o.push(v);var $=_.options&&_.options.ranges;typeof N.yy.parseError=="function"?this.parseError=N.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;function R(T){h.length=h.length-2*T,y.length=y.length-T,o.length=o.length-T}s(R,"popStack");function A(){var T;return T=u.pop()||_.lex()||J,typeof T!="number"&&(T instanceof Array&&(u=T,T=u.pop()),T=a.symbols_[T]||T),T}s(A,"lex");for(var w,H,I,K,F={},j,P,et,G;;){if(H=h[h.length-1],this.defaultActions[H]?I=this.defaultActions[H]:((w===null||typeof w>"u")&&(w=A()),I=S[H]&&S[H][w]),typeof I>"u"||!I.length||!I[0]){var Q="";G=[];for(j in S[H])this.terminals_[j]&&j>B&&G.push("'"+this.terminals_[j]+"'");_.showPosition?Q="Parse error on line "+(M+1)+`:
 `+_.showPosition()+`
 Expecting `+G.join(", ")+", got '"+(this.terminals_[w]||w)+"'":Q="Parse error on line "+(M+1)+": Unexpected "+(w==J?"end of input":"'"+(this.terminals_[w]||w)+"'"),this.parseError(Q,{text:_.match,token:this.terminals_[w]||w,line:_.yylineno,loc:v,expected:G})}if(I[0]instanceof Array&&I.length>1)throw new Error("Parse Error: multiple actions possible at state: "+H+", token: "+w);switch(I[0]){case 1:h.push(w),y.push(_.yytext),o.push(_.yylloc),h.push(I[1]),w=null,C=_.yyleng,k=_.yytext,M=_.yylineno,v=_.yylloc;break;case 2:if(P=this.productions_[I[1]][1],F.$=y[y.length-P],F._$={first_line:o[o.length-(P||1)].first_line,last_line:o[o.length-1].last_line,first_column:o[o.length-(P||1)].first_column,last_column:o[o.length-1].last_column},$&&(F._$.range=[o[o.length-(P||1)].range[0],o[o.length-1].range[1]]),K=this.performAction.apply(F,[k,C,M,N.yy,I[1],y,o].concat(O)),typeof K<"u")return K;P&&(h=h.slice(0,-1*P*2),y=y.slice(0,-1*P),o=o.slice(0,-1*P)),h.push(this.productions_[I[1]][0]),y.push(F.$),o.push(F._$),et=S[h[h.length-2]][h[h.length-1]],h.push(et);break;case 3:return!0}}return!0},"parse")},x=function(){var f={EOF:1,parseError:s(function(a,h){if(this.yy.parser)this.yy.parser.parseError(a,h);else throw new Error(a)},"parseError"),setInput:s(function(r,a){return this.yy=a||this.yy||{},this._input=r,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},"setInput"),input:s(function(){var r=this._input[0];this.yytext+=r,this.yyleng++,this.offset++,this.match+=r,this.matched+=r;var a=r.match(/(?:\r\n?|\n).*/g);return a?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),r},"input"),unput:s(function(r){var a=r.length,h=r.split(/(?:\r\n?|\n)/g);this._input=r+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-a),this.offset-=a;var u=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),h.length-1&&(this.yylineno-=h.length-1);var y=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:h?(h.length===u.length?this.yylloc.first_column:0)+u[u.length-h.length].length-h[0].length:this.yylloc.first_column-a},this.options.ranges&&(this.yylloc.range=[y[0],y[0]+this.yyleng-a]),this.yyleng=this.yytext.length,this},"unput"),more:s(function(){return this._more=!0,this},"more"),reject:s(function(){if(this.options.backtrack_lexer)this._backtrack=!0;else return this.parseError("Lexical error on line "+(this.yylineno+1)+`. You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true).
 `+this.showPosition(),{text:"",token:null,line:this.yylineno});return this},"reject"),less:s(function(r){this.unput(this.match.slice(r))},"less"),pastInput:s(function(){var r=this.matched.substr(0,this.matched.length-this.match.length);return(r.length>20?"...":"")+r.substr(-20).replace(/\n/g,"")},"pastInput"),upcomingInput:s(function(){var r=this.match;return r.length<20&&(r+=this._input.substr(0,20-r.length)),(r.substr(0,20)+(r.length>20?"...":"")).replace(/\n/g,"")},"upcomingInput"),showPosition:s(function(){var r=this.pastInput(),a=new Array(r.length+1).join("-");return r+this.upcomingInput()+`

lightrag/api/webui/index.html

@@ -8,16 +8,16 @@
     <link rel="icon" type="image/png" href="favicon.png" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>Lightrag</title>
-    <script type="module" crossorigin src="/webui/assets/index-nLaq53nE.js"></script>
+    <script type="module" crossorigin src="/webui/assets/index-Tpdas5ZK.js"></script>
     <link rel="modulepreload" crossorigin href="/webui/assets/react-vendor-DEwriMA6.js">
     <link rel="modulepreload" crossorigin href="/webui/assets/ui-vendor-CeCm8EER.js">
     <link rel="modulepreload" crossorigin href="/webui/assets/graph-vendor-B-X5JegA.js">
     <link rel="modulepreload" crossorigin href="/webui/assets/utils-vendor-BysuhMZA.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/feature-graph-DtzGBYZt.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/feature-documents-DA_rmxxF.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/mermaid-vendor-D-8fVEyy.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/feature-graph-p4jrCRk3.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/feature-documents-DjT3Retr.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/mermaid-vendor-CP0HWFbv.js">
     <link rel="modulepreload" crossorigin href="/webui/assets/markdown-vendor-DmIvJdn7.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/feature-retrieval-RWzn8GzL.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/feature-retrieval-Dgv8sLQD.js">
     <link rel="stylesheet" crossorigin href="/webui/assets/feature-graph-BipNuM18.css">
     <link rel="stylesheet" crossorigin href="/webui/assets/index-CafJWW1u.css">
   </head>

lightrag/constants.py

@@ -21,9 +21,9 @@ GRAPH_FIELD_SEP = "<SEP>"
 
 # Query and retrieval configuration defaults
 DEFAULT_TOP_K = 40
-DEFAULT_CHUNK_TOP_K = 10
-DEFAULT_MAX_ENTITY_TOKENS = 10000
-DEFAULT_MAX_RELATION_TOKENS = 10000
+DEFAULT_CHUNK_TOP_K = 20
+DEFAULT_MAX_ENTITY_TOKENS = 6000
+DEFAULT_MAX_RELATION_TOKENS = 8000
 DEFAULT_MAX_TOTAL_TOKENS = 30000
 DEFAULT_COSINE_THRESHOLD = 0.2
 DEFAULT_RELATED_CHUNK_NUMBER = 5

lightrag/operate.py

@@ -2297,8 +2297,11 @@ async def _build_query_context(
     if entities_context:
         # Process entities context to replace GRAPH_FIELD_SEP with : in file_path fields
         for entity in entities_context:
-            if "file_path" in entity and entity["file_path"]:
-                entity["file_path"] = entity["file_path"].replace(GRAPH_FIELD_SEP, ";")
+            # remove file_path and created_at
+            entity.pop("file_path", None)
+            entity.pop("created_at", None)
+            # if "file_path" in entity and entity["file_path"]:
+            #     entity["file_path"] = entity["file_path"].replace(GRAPH_FIELD_SEP, ";")
 
         entities_context = truncate_list_by_token_size(
             entities_context,
@@ -2311,10 +2314,13 @@ async def _build_query_context(
     if relations_context:
         # Process relations context to replace GRAPH_FIELD_SEP with : in file_path fields
         for relation in relations_context:
-            if "file_path" in relation and relation["file_path"]:
-                relation["file_path"] = relation["file_path"].replace(
-                    GRAPH_FIELD_SEP, ";"
-                )
+            # remove file_path and created_at
+            relation.pop("file_path", None)
+            relation.pop("created_at", None)
+            # if "file_path" in relation and relation["file_path"]:
+            #     relation["file_path"] = relation["file_path"].replace(
+            #         GRAPH_FIELD_SEP, ";"
+            #     )
 
         relations_context = truncate_list_by_token_size(
             relations_context,

lightrag/prompt.py

@@ -203,13 +203,7 @@ You are a helpful assistant responding to user query about Knowledge Graph and D
 
 ---Goal---
 
-Generate a concise response based on Knowledge Base and follow Response Rules, considering both the conversation history and the current query. Summarize all information in the provided Knowledge Base, and incorporating general knowledge relevant to the Knowledge Base. Do not include information not provided by Knowledge Base.
-
-When handling relationships with timestamps:
-1. Each relationship has a "created_at" timestamp indicating when we acquired this knowledge
-2. When encountering conflicting relationships, consider both the semantic content and the timestamp
-3. Don't automatically prefer the most recently created relationships - use judgment based on the context
-4. For time-specific queries, prioritize temporal information in the content before considering creation timestamps
+Generate a concise response based on Knowledge Base and follow Response Rules, considering both current query and the conversation history if provided. Summarize all information in the provided Knowledge Base, and incorporating general knowledge relevant to the Knowledge Base. Do not include information not provided by Knowledge Base.
 
 ---Conversation History---
 {history}
@@ -217,17 +211,29 @@ When handling relationships with timestamps:
 ---Knowledge Graph and Document Chunks---
 {context_data}
 
----Response Rules---
-
-- Target format and length: {response_type}
-- Use markdown formatting with appropriate section headings
-- Please respond in the same language as the user's question.
+---RESPONSE GUIDELINES---
+**1. Content & Adherence:**
+- Strictly adhere to the provided context from the Knowledge Base. Do not invent, assume, or include any information not present in the source data.
+- If the answer cannot be found in the provided context, state that you do not have enough information to answer.
 - Ensure the response maintains continuity with the conversation history.
-- List up to 5 most important reference sources at the end under "References" section. Clearly indicating whether each source is from Knowledge Graph (KG) or Document Chunks (DC), and include the file path if available, in the following format: [KG/DC] file_path
-- If you don't know the answer, just say so.
-- Do not make anything up. Do not include information not provided by the Knowledge Base.
+
+**2. Formatting & Language:**
+- Format the response using markdown with appropriate section headings.
+- The response language must match the user's question language.
+- Target format and length: {response_type}
+
+**3. Citations / References:**
+- At the end of the response, under a "References" section, each citation must clearly indicate its origin (KG or DC).
+- The maximum number of citations is 5, including both KG and DC.
+- Use the following formats for citations:
+  - For a Knowledge Graph Entity: `[KG] <entity_name>`
+  - For a Knowledge Graph Relationship: `[KG] <entity1_name> - <entity2_name>`
+  - For a Document Chunk: `[DC] <file_path_or_document_name>`
+
+---USER CONTEXT---
 - Additional user prompt: {user_prompt}
 
+
 Response:"""
 
 PROMPTS["keywords_extraction"] = """---Role---
@@ -308,51 +314,29 @@ You are a helpful assistant responding to user query about Document Chunks provi
 
 Generate a concise response based on Document Chunks and follow Response Rules, considering both the conversation history and the current query. Summarize all information in the provided Document Chunks, and incorporating general knowledge relevant to the Document Chunks. Do not include information not provided by Document Chunks.
 
-When handling content with timestamps:
-1. Each piece of content has a "created_at" timestamp indicating when we acquired this knowledge
-2. When encountering conflicting information, consider both the content and the timestamp
-3. Don't automatically prefer the most recent content - use judgment based on the context
-4. For time-specific queries, prioritize temporal information in the content before considering creation timestamps
-
 ---Conversation History---
 {history}
 
 ---Document Chunks(DC)---
 {content_data}
 
----Response Rules---
-
-- Target format and length: {response_type}
-- Use markdown formatting with appropriate section headings
-- Please respond in the same language as the user's question.
+---RESPONSE GUIDELINES---
+**1. Content & Adherence:**
+- Strictly adhere to the provided context from the Knowledge Base. Do not invent, assume, or include any information not present in the source data.
+- If the answer cannot be found in the provided context, state that you do not have enough information to answer.
 - Ensure the response maintains continuity with the conversation history.
-- List up to 5 most important reference sources at the end under "References" section. Clearly indicating each source from Document Chunks(DC), and include the file path if available, in the following format: [DC] file_path
-- If you don't know the answer, just say so.
-- Do not include information not provided by the Document Chunks.
-- Addtional user prompt: {user_prompt}
+
+**2. Formatting & Language:**
+- Format the response using markdown with appropriate section headings.
+- The response language must match the user's question language.
+- Target format and length: {response_type}
+
+**3. Citations / References:**
+- At the end of the response, under a "References" section, cite a maximum of 5 most relevant sources used.
+- Use the following formats for citations: `[DC] <file_path_or_document_name>`
+
+---USER CONTEXT---
+- Additional user prompt: {user_prompt}
+
 
 Response:"""
-
-# TODO: deprecated
-PROMPTS[
-    "similarity_check"
-] = """Please analyze the similarity between these two questions:
-
-Question 1: {original_prompt}
-Question 2: {cached_prompt}
-
-Please evaluate whether these two questions are semantically similar, and whether the answer to Question 2 can be used to answer Question 1, provide a similarity score between 0 and 1 directly.
-
-Similarity score criteria:
-0: Completely unrelated or answer cannot be reused, including but not limited to:
-   - The questions have different topics
-   - The locations mentioned in the questions are different
-   - The times mentioned in the questions are different
-   - The specific individuals mentioned in the questions are different
-   - The specific events mentioned in the questions are different
-   - The background information in the questions is different
-   - The key conditions in the questions are different
-1: Identical and answer can be directly reused
-0.5: Partially related and answer needs modification to be used
-Return only a number between 0-1, without any additional content.
-"""

lightrag/utils.py

@@ -1994,7 +1994,7 @@ async def process_chunks_unified(
 
         unique_chunks = truncate_list_by_token_size(
             unique_chunks,
-            key=lambda x: x.get("content", ""),
+            key=lambda x: json.dumps(x, ensure_ascii=False),
             max_token_size=chunk_token_limit,
             tokenizer=tokenizer,
         )

lightrag_webui/src/components/retrieval/QuerySettings.tsx

@@ -30,9 +30,9 @@ export default function QuerySettings() {
     mode: 'mix' as QueryMode,
     response_type: 'Multiple Paragraphs',
     top_k: 40,
-    chunk_top_k: 10,
-    max_entity_tokens: 10000,
-    max_relation_tokens: 10000,
+    chunk_top_k: 20,
+    max_entity_tokens: 6000,
+    max_relation_tokens: 8000,
     max_total_tokens: 30000
   }), [])
 
@@ -179,7 +179,7 @@ export default function QuerySettings() {
                   onBlur={(e) => {
                     const value = e.target.value
                     if (value === '' || isNaN(parseInt(value))) {
-                      handleChange('top_k', 1)
+                      handleChange('top_k', 40)
                     }
                   }}
                   min={1}
@@ -219,7 +219,7 @@ export default function QuerySettings() {
                   onBlur={(e) => {
                     const value = e.target.value
                     if (value === '' || isNaN(parseInt(value))) {
-                      handleChange('chunk_top_k', 1)
+                      handleChange('chunk_top_k', 20)
                     }
                   }}
                   min={1}
@@ -259,7 +259,7 @@ export default function QuerySettings() {
                   onBlur={(e) => {
                     const value = e.target.value
                     if (value === '' || isNaN(parseInt(value))) {
-                      handleChange('max_entity_tokens', 1000)
+                      handleChange('max_entity_tokens', 6000)
                     }
                   }}
                   min={1}
@@ -299,7 +299,7 @@ export default function QuerySettings() {
                   onBlur={(e) => {
                     const value = e.target.value
                     if (value === '' || isNaN(parseInt(value))) {
-                      handleChange('max_relation_tokens', 1000)
+                      handleChange('max_relation_tokens', 8000)
                     }
                   }}
                   min={1}
@@ -339,7 +339,7 @@ export default function QuerySettings() {
                   onBlur={(e) => {
                     const value = e.target.value
                     if (value === '' || isNaN(parseInt(value))) {
-                      handleChange('max_total_tokens', 32000)
+                      handleChange('max_total_tokens', 30000)
                     }
                   }}
                   min={1}

lightrag_webui/src/stores/settings.ts

@@ -115,10 +115,10 @@ const useSettingsStoreBase = create<SettingsState>()(
         mode: 'global',
         response_type: 'Multiple Paragraphs',
         top_k: 40,
-        chunk_top_k: 10,
-        max_entity_tokens: 10000,
-        max_relation_tokens: 10000,
-        max_total_tokens: 32000,
+        chunk_top_k: 20,
+        max_entity_tokens: 6000,
+        max_relation_tokens: 8000,
+        max_total_tokens: 30000,
         only_need_context: false,
         only_need_prompt: false,
         stream: true,