remove chunk_rerank_top_k

README-zh.md

@@ -295,15 +295,10 @@ class QueryParam:
     """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", "5"))
-    """Number of text chunks to retrieve initially from vector search.
+    """Number of text chunks to retrieve initially from vector search and keep after reranking.
     If None, defaults to top_k value.
     """
 
-    chunk_rerank_top_k: int = int(os.getenv("CHUNK_RERANK_TOP_K", "5"))
-    """Number of text chunks to keep after reranking.
-    If None, keeps all chunks returned from initial retrieval.
-    """
-
     max_entity_tokens: int = int(os.getenv("MAX_ENTITY_TOKENS", "10000"))
     """Maximum number of tokens allocated for entity context in unified token control system."""
 
@@ -340,6 +335,11 @@ class QueryParam:
     """User-provided prompt for the query.
     If proivded, this will be use instead of the default vaulue from prompt template.
     """
+
+    enable_rerank: bool = True
+    """Enable reranking for retrieved text chunks. If True but no rerank model is configured, a warning will be issued.
+    Default is True to enable reranking when rerank model is available.
+    """
 ```
 
 > top_k的默认值可以通过环境变量TOP_K更改。

README.md

@@ -302,15 +302,10 @@ class QueryParam:
     """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", "5"))
-    """Number of text chunks to retrieve initially from vector search.
+    """Number of text chunks to retrieve initially from vector search and keep after reranking.
     If None, defaults to top_k value.
     """
 
-    chunk_rerank_top_k: int = int(os.getenv("CHUNK_RERANK_TOP_K", "5"))
-    """Number of text chunks to keep after reranking.
-    If None, keeps all chunks returned from initial retrieval.
-    """
-
     max_entity_tokens: int = int(os.getenv("MAX_ENTITY_TOKENS", "10000"))
     """Maximum number of tokens allocated for entity context in unified token control system."""
 
@@ -341,6 +336,11 @@ class QueryParam:
     """User-provided prompt for the query.
     If proivded, this will be use instead of the default vaulue from prompt template.
     """
+
+    enable_rerank: bool = True
+    """Enable reranking for retrieved text chunks. If True but no rerank model is configured, a warning will be issued.
+    Default is True to enable reranking when rerank model is available.
+    """
 ```
 
 > default value of Top_k can be change by environment  variables  TOP_K.

env.example

@@ -58,14 +58,13 @@ OLLAMA_EMULATING_MODEL_TAG=latest
 # COSINE_THRESHOLD=0.2
 ### Number of entities or relations to retrieve from KG
 # TOP_K=60
-### Number of text chunks to retrieve initially from vector search
+### Number of text chunks to retrieve initially from vector search and keep after reranking
 # CHUNK_TOP_K=5
 
 ### Rerank Configuration
-# ENABLE_RERANK=False
+### Note: Reranking is now controlled per query via the 'enable_rerank' parameter (default: true)
-### Number of text chunks to keep after reranking (should be <= CHUNK_TOP_K)
+### The following configuration is only needed when you want to use reranking
-# CHUNK_RERANK_TOP_K=5
+### Rerank model configuration (required when enable_rerank=true in query parameters)
-### Rerank model configuration (required when ENABLE_RERANK=True)
 # RERANK_MODEL=BAAI/bge-reranker-v2-m3
 # RERANK_BINDING_HOST=https://api.your-rerank-provider.com/v1/rerank
 # RERANK_BINDING_API_KEY=your_rerank_api_key_here

lightrag/api/config.py

@@ -168,20 +168,8 @@ def parse_args() -> argparse.Namespace:
     parser.add_argument(
         "--chunk-top-k",
         type=int,
-        default=get_env_value("CHUNK_TOP_K", 15, int),
+        default=get_env_value("CHUNK_TOP_K", 5, int),
-        help="Number of text chunks to retrieve initially from vector search (default: from env or 15)",
+        help="Number of text chunks to retrieve initially from vector search and keep after reranking (default: from env or 5)",
-    )
-    parser.add_argument(
-        "--chunk-rerank-top-k",
-        type=int,
-        default=get_env_value("CHUNK_RERANK_TOP_K", 5, int),
-        help="Number of text chunks to keep after reranking (default: from env or 5)",
-    )
-    parser.add_argument(
-        "--enable-rerank",
-        action="store_true",
-        default=get_env_value("ENABLE_RERANK", False, bool),
-        help="Enable rerank functionality (default: from env or False)",
     )
     parser.add_argument(
         "--cosine-threshold",

lightrag/api/lightrag_server.py

@@ -292,9 +292,9 @@ def create_app(args):
         ),
     )
 
-    # Configure rerank function if enabled
+    # Configure rerank function if model and API are configured
     rerank_model_func = None
-    if args.enable_rerank and args.rerank_binding_api_key and args.rerank_binding_host:
+    if args.rerank_binding_api_key and args.rerank_binding_host:
         from lightrag.rerank import custom_rerank
 
         async def server_rerank_func(
@@ -312,10 +312,12 @@ def create_app(args):
             )
 
         rerank_model_func = server_rerank_func
-        logger.info(f"Rerank enabled with model: {args.rerank_model}")
+        logger.info(
-    elif args.enable_rerank:
+            f"Rerank model configured: {args.rerank_model} (can be enabled per query)"
-        logger.warning(
+        )
-            "Rerank enabled but RERANK_BINDING_API_KEY or RERANK_BINDING_HOST not configured. Rerank will be disabled."
+    else:
+        logger.info(
+            "Rerank model not configured. Set RERANK_BINDING_API_KEY and RERANK_BINDING_HOST to enable reranking."
         )
 
     # Initialize RAG
@@ -351,7 +353,6 @@ def create_app(args):
             },
             enable_llm_cache_for_entity_extract=args.enable_llm_cache_for_extract,
             enable_llm_cache=args.enable_llm_cache,
-            enable_rerank=args.enable_rerank,
             rerank_model_func=rerank_model_func,
             auto_manage_storages_states=False,
             max_parallel_insert=args.max_parallel_insert,
@@ -381,7 +382,6 @@ def create_app(args):
             },
             enable_llm_cache_for_entity_extract=args.enable_llm_cache_for_extract,
             enable_llm_cache=args.enable_llm_cache,
-            enable_rerank=args.enable_rerank,
             rerank_model_func=rerank_model_func,
             auto_manage_storages_states=False,
             max_parallel_insert=args.max_parallel_insert,
@@ -512,11 +512,13 @@ def create_app(args):
                     "enable_llm_cache": args.enable_llm_cache,
                     "workspace": args.workspace,
                     "max_graph_nodes": args.max_graph_nodes,
-                    # Rerank configuration
+                    # Rerank configuration (based on whether rerank model is configured)
-                    "enable_rerank": args.enable_rerank,
+                    "enable_rerank": rerank_model_func is not None,
-                    "rerank_model": args.rerank_model if args.enable_rerank else None,
+                    "rerank_model": args.rerank_model
+                    if rerank_model_func is not None
+                    else None,
                     "rerank_binding_host": args.rerank_binding_host
-                    if args.enable_rerank
+                    if rerank_model_func is not None
                     else None,
                 },
                 "auth_mode": auth_mode,

lightrag/api/routers/query_routes.py

@@ -52,13 +52,7 @@ class QueryRequest(BaseModel):
     chunk_top_k: Optional[int] = Field(
         ge=1,
         default=None,
-        description="Number of text chunks to retrieve initially from vector search.",
+        description="Number of text chunks to retrieve initially from vector search and keep after reranking.",
-    )
-
-    chunk_rerank_top_k: Optional[int] = Field(
-        ge=1,
-        default=None,
-        description="Number of text chunks to keep after reranking.",
     )
 
     max_entity_tokens: Optional[int] = Field(
@@ -99,6 +93,11 @@ class QueryRequest(BaseModel):
         description="User-provided prompt for the query. If provided, this will be used instead of the default value from prompt template.",
     )
 
+    enable_rerank: Optional[bool] = Field(
+        default=None,
+        description="Enable reranking for retrieved text chunks. If True but no rerank model is configured, a warning will be issued. Default is True.",
+    )
+
     @field_validator("query", mode="after")
     @classmethod
     def query_strip_after(cls, query: str) -> str:

lightrag/api/webui/assets/_basePickBy-DR8u580m.js

@@ -0,0 +1 @@
+import{e as v,c as O,g as b,k as P,h as p,j as w,l as c,m as A,n as x,t as N,o as _}from"./_baseUniq-CKkyFsDq.js";import{a_ as g,aw as $,a$ as E,b0 as F,b1 as M,b2 as I,b3 as B,b4 as T,b5 as y,b6 as S}from"./mermaid-vendor-0pb-wSh1.js";var G=/\s/;function H(n){for(var r=n.length;r--&&G.test(n.charAt(r)););return r}var L=/^\s+/;function R(n){return n&&n.slice(0,H(n)+1).replace(L,"")}var m=NaN,q=/^[-+]0x[0-9a-f]+$/i,z=/^0b[01]+$/i,C=/^0o[0-7]+$/i,K=parseInt;function W(n){if(typeof n=="number")return n;if(v(n))return m;if(g(n)){var r=typeof n.valueOf=="function"?n.valueOf():n;n=g(r)?r+"":r}if(typeof n!="string")return n===0?n:+n;n=R(n);var t=z.test(n);return t||C.test(n)?K(n.slice(2),t?2:8):q.test(n)?m:+n}var o=1/0,X=17976931348623157e292;function Y(n){if(!n)return n===0?n:0;if(n=W(n),n===o||n===-o){var r=n<0?-1:1;return r*X}return n===n?n:0}function D(n){var r=Y(n),t=r%1;return r===r?t?r-t:r:0}function fn(n){var r=n==null?0:n.length;return r?O(n):[]}var l=Object.prototype,J=l.hasOwnProperty,dn=$(function(n,r){n=Object(n);var t=-1,i=r.length,a=i>2?r[2]:void 0;for(a&&E(r[0],r[1],a)&&(i=1);++t<i;)for(var f=r[t],e=F(f),s=-1,d=e.length;++s<d;){var u=e[s],h=n[u];(h===void 0||M(h,l[u])&&!J.call(n,u))&&(n[u]=f[u])}return n});function un(n){var r=n==null?0:n.length;return r?n[r-1]:void 0}function Q(n){return function(r,t,i){var a=Object(r);if(!I(r)){var f=b(t);r=P(r),t=function(s){return f(a[s],s,a)}}var e=n(r,t,i);return e>-1?a[f?r[e]:e]:void 0}}var U=Math.max;function Z(n,r,t){var i=n==null?0:n.length;if(!i)return-1;var a=t==null?0:D(t);return a<0&&(a=U(i+a,0)),p(n,b(r),a)}var hn=Q(Z);function V(n,r){var t=-1,i=I(n)?Array(n.length):[];return w(n,function(a,f,e){i[++t]=r(a,f,e)}),i}function gn(n,r){var t=B(n)?c:V;return t(n,b(r))}var j=Object.prototype,k=j.hasOwnProperty;function nn(n,r){return n!=null&&k.call(n,r)}function bn(n,r){return n!=null&&A(n,r,nn)}function rn(n,r){return n<r}function tn(n,r,t){for(var i=-1,a=n.length;++i<a;){var f=n[i],e=r(f);if(e!=null&&(s===void 0?e===e&&!v(e):t(e,s)))var s=e,d=f}return d}function mn(n){return n&&n.length?tn(n,T,rn):void 0}function an(n,r,t,i){if(!g(n))return n;r=x(r,n);for(var a=-1,f=r.length,e=f-1,s=n;s!=null&&++a<f;){var d=N(r[a]),u=t;if(d==="__proto__"||d==="constructor"||d==="prototype")return n;if(a!=e){var h=s[d];u=void 0,u===void 0&&(u=g(h)?h:y(r[a+1])?[]:{})}S(s,d,u),s=s[d]}return n}function on(n,r,t){for(var i=-1,a=r.length,f={};++i<a;){var e=r[i],s=_(n,e);t(s,e)&&an(f,x(e,n),s)}return f}export{rn as a,tn as b,V as c,on as d,mn as e,fn as f,hn as g,bn as h,dn as i,D as j,un as l,gn as m,Y as t};

lightrag/api/webui/assets/_basePickBy-DdjSt9r0.js

@@ -1 +0,0 @@
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lightrag/api/webui/assets/chunk-353BL4L5-DBAQDRRL.js

@@ -1 +1 @@
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+import{_ as l}from"./mermaid-vendor-0pb-wSh1.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-CWSxjWVJ.js

@@ -1 +1 @@
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lightrag/api/webui/assets/chunk-AACKK3MU-A-tEx853.js

@@ -1 +1 @@
-import{_ as s}from"./mermaid-vendor-DxNSvhPA.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};
+import{_ as s}from"./mermaid-vendor-0pb-wSh1.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-BhkXHAMT.js

@@ -0,0 +1 @@
+import{_ as a,d as o}from"./mermaid-vendor-0pb-wSh1.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-CqnVcYld.js

@@ -0,0 +1,15 @@
+import{_ as e}from"./mermaid-vendor-0pb-wSh1.js";var l=e(()=>`
+  /* Font Awesome icon styling - consolidated */
+  .label-icon {
+    display: inline-block;
+    height: 1em;
+    overflow: visible;
+    vertical-align: -0.125em;
+  }
+  
+  .node .label-icon path {
+    fill: currentColor;
+    stroke: revert;
+    stroke-width: revert;
+  }
+`,"getIconStyles");export{l as g};

lightrag/api/webui/assets/chunk-RZ5BOZE2-DQT2Xkjs.js

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

lightrag/api/webui/assets/chunk-SKB7J2MH-BblaHGx6.js

@@ -0,0 +1 @@
+import{_ as a,e as w,l as x}from"./mermaid-vendor-0pb-wSh1.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-BGRH5UQR-B9E8imAB.js

@@ -0,0 +1 @@
+import{s as a,c as s,a as e,C as t}from"./chunk-QEP2MXWD-Bk9mYvop.js";import{_ as i}from"./mermaid-vendor-0pb-wSh1.js";import"./chunk-E2GYISFI-CqnVcYld.js";import"./chunk-BFAMUDN2-BhkXHAMT.js";import"./chunk-SKB7J2MH-BblaHGx6.js";import"./feature-graph-CTyfN-T7.js";import"./react-vendor-CgPb4pW_.js";import"./graph-vendor-BC3frDkq.js";import"./ui-vendor-DaJTMqwy.js";import"./utils-vendor-elCzPYZl.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-GIVACNV2-BUUuyKzR.js

@@ -1 +0,0 @@
-import{s as a,c as s,a as e,C as t}from"./chunk-A2AXSNBT-Nn-DDv3A.js";import{_ as i}from"./mermaid-vendor-DxNSvhPA.js";import"./chunk-RZ5BOZE2-DQT2Xkjs.js";import"./feature-graph-ajMjCROw.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:e,get db(){return new t},renderer:s,styles:a,init:i(r=>{r.class||(r.class={}),r.class.arrowMarkerAbsolute=r.arrowMarkerAbsolute},"init")};export{f as diagram};

lightrag/api/webui/assets/classDiagram-v2-COTLJTTW-BUUuyKzR.js

@@ -1 +0,0 @@
-import{s as a,c as s,a as e,C as t}from"./chunk-A2AXSNBT-Nn-DDv3A.js";import{_ as i}from"./mermaid-vendor-DxNSvhPA.js";import"./chunk-RZ5BOZE2-DQT2Xkjs.js";import"./feature-graph-ajMjCROw.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:e,get db(){return new t},renderer:s,styles:a,init:i(r=>{r.class||(r.class={}),r.class.arrowMarkerAbsolute=r.arrowMarkerAbsolute},"init")};export{f as diagram};

lightrag/api/webui/assets/classDiagram-v2-O24JOBDK-B9E8imAB.js

@@ -0,0 +1 @@
+import{s as a,c as s,a as e,C as t}from"./chunk-QEP2MXWD-Bk9mYvop.js";import{_ as i}from"./mermaid-vendor-0pb-wSh1.js";import"./chunk-E2GYISFI-CqnVcYld.js";import"./chunk-BFAMUDN2-BhkXHAMT.js";import"./chunk-SKB7J2MH-BblaHGx6.js";import"./feature-graph-CTyfN-T7.js";import"./react-vendor-CgPb4pW_.js";import"./graph-vendor-BC3frDkq.js";import"./ui-vendor-DaJTMqwy.js";import"./utils-vendor-elCzPYZl.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/clone-CMIdR30B.js

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

lightrag/api/webui/assets/clone-Cy0pbWCc.js

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

lightrag/api/webui/assets/diagram-5UYTHUR4-C4ExlZGh.js

@@ -0,0 +1,24 @@
+import{p as y}from"./chunk-353BL4L5-DBAQDRRL.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-0pb-wSh1.js";import{p as N}from"./treemap-6Y5VK53G-Cu50KCbJ.js";import"./feature-graph-CTyfN-T7.js";import"./react-vendor-CgPb4pW_.js";import"./graph-vendor-BC3frDkq.js";import"./ui-vendor-DaJTMqwy.js";import"./utils-vendor-elCzPYZl.js";import"./_baseUniq-CKkyFsDq.js";import"./_basePickBy-DR8u580m.js";import"./clone-CMIdR30B.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=[],i=1;const{bitsPerRow:s}=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<=s+1&&u.getPacket().length<K;){const[d,p]=O({start:a,end:r,bits:c,label:f},i,s);if(o.push(d),d.end+1===i*s&&(u.pushWord(o),o=[],i++),!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 i=e*o-1,s=e*o;return[{start:t.start,end:i,label:t.label,bits:i-t.start},{start:s,end:t.end,label:t.label,bits:t.end-s}]},"getNextFittingBlock"),q={parse:l(async t=>{const e=await N("packet",t);w.debug(e),M(e)},"parse")},R=l((t,e,o,i)=>{const s=i.db,a=s.getConfig(),{rowHeight:r,paddingY:c,bitWidth:f,bitsPerRow:d}=a,p=s.getPacket(),n=s.getDiagramTitle(),k=r+c,g=k*(p.length+1)-(n?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(n).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:i,paddingX:s,paddingY:a,bitWidth:r,bitsPerRow:c,showBits:f})=>{const d=t.append("g"),p=o*(i+a)+a;for(const n of e){const k=n.start%c*r+1,g=(n.end-n.start+1)*r-s;if(d.append("rect").attr("x",k).attr("y",p).attr("width",g).attr("height",i).attr("class","packetBlock"),d.append("text").attr("x",k+g/2).attr("y",p+i/2).attr("class","packetLabel").attr("dominant-baseline","middle").attr("text-anchor","middle").text(n.label),!f)continue;const b=n.end===n.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(n.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(n.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};
+	}
+	.packetByte.start {
+		fill: ${e.startByteColor};
+	}
+	.packetByte.end {
+		fill: ${e.endByteColor};
+	}
+	.packetLabel {
+		fill: ${e.labelColor};
+		font-size: ${e.labelFontSize};
+	}
+	.packetTitle {
+		fill: ${e.titleColor};
+		font-size: ${e.titleFontSize};
+	}
+	.packetBlock {
+		stroke: ${e.blockStrokeColor};
+		stroke-width: ${e.blockStrokeWidth};
+		fill: ${e.blockFillColor};
+	}
+	`},"styles"),lt={parser:q,db:u,renderer:X,styles:J};export{lt as diagram};

lightrag/api/webui/assets/diagram-SSKATNLV-D60YVbmk.js

@@ -1,43 +0,0 @@
-import{p as k}from"./chunk-4BMEZGHF-B5GU8YSo.js";import{_ as l,s as R,g as F,t as I,q as _,a as E,b as D,K as G,z,F as y,G as C,H as P,l as H,Q as V}from"./mermaid-vendor-DxNSvhPA.js";import{p as W}from"./radar-MK3ICKWK-Bc8q4S1r.js";import"./feature-graph-ajMjCROw.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-DdWiKhjG.js";import"./_basePickBy-DdjSt9r0.js";import"./clone-Cy0pbWCc.js";var h={showLegend:!0,ticks:5,max:null,min:0,graticule:"circle"},w={axes:[],curves:[],options:h},g=structuredClone(w),B=P.radar,j=l(()=>y({...B,...C().radar}),"getConfig"),b=l(()=>g.axes,"getAxes"),q=l(()=>g.curves,"getCurves"),K=l(()=>g.options,"getOptions"),N=l(a=>{g.axes=a.map(t=>({name:t.name,label:t.label??t.name}))},"setAxes"),Q=l(a=>{g.curves=a.map(t=>({name:t.name,label:t.label??t.name,entries:U(t.entries)}))},"setCurves"),U=l(a=>{if(a[0].axis==null)return a.map(e=>e.value);const t=b();if(t.length===0)throw new Error("Axes must be populated before curves for reference entries");return t.map(e=>{const r=a.find(s=>{var o;return((o=s.axis)==null?void 0:o.$refText)===e.name});if(r===void 0)throw new Error("Missing entry for axis "+e.label);return r.value})},"computeCurveEntries"),X=l(a=>{var e,r,s,o,i;const t=a.reduce((n,c)=>(n[c.name]=c,n),{});g.options={showLegend:((e=t.showLegend)==null?void 0:e.value)??h.showLegend,ticks:((r=t.ticks)==null?void 0:r.value)??h.ticks,max:((s=t.max)==null?void 0:s.value)??h.max,min:((o=t.min)==null?void 0:o.value)??h.min,graticule:((i=t.graticule)==null?void 0:i.value)??h.graticule}},"setOptions"),Y=l(()=>{z(),g=structuredClone(w)},"clear"),$={getAxes:b,getCurves:q,getOptions:K,setAxes:N,setCurves:Q,setOptions:X,getConfig:j,clear:Y,setAccTitle:D,getAccTitle:E,setDiagramTitle:_,getDiagramTitle:I,getAccDescription:F,setAccDescription:R},Z=l(a=>{k(a,$);const{axes:t,curves:e,options:r}=a;$.setAxes(t),$.setCurves(e),$.setOptions(r)},"populate"),J={parse:l(async a=>{const t=await W("radar",a);H.debug(t),Z(t)},"parse")},tt=l((a,t,e,r)=>{const s=r.db,o=s.getAxes(),i=s.getCurves(),n=s.getOptions(),c=s.getConfig(),d=s.getDiagramTitle(),u=G(t),p=et(u,c),m=n.max??Math.max(...i.map(f=>Math.max(...f.entries))),x=n.min,v=Math.min(c.width,c.height)/2;at(p,o,v,n.ticks,n.graticule),rt(p,o,v,c),M(p,o,i,x,m,n.graticule,c),T(p,i,n.showLegend,c),p.append("text").attr("class","radarTitle").text(d).attr("x",0).attr("y",-c.height/2-c.marginTop)},"draw"),et=l((a,t)=>{const e=t.width+t.marginLeft+t.marginRight,r=t.height+t.marginTop+t.marginBottom,s={x:t.marginLeft+t.width/2,y:t.marginTop+t.height/2};return a.attr("viewbox",`0 0 ${e} ${r}`).attr("width",e).attr("height",r),a.append("g").attr("transform",`translate(${s.x}, ${s.y})`)},"drawFrame"),at=l((a,t,e,r,s)=>{if(s==="circle")for(let o=0;o<r;o++){const i=e*(o+1)/r;a.append("circle").attr("r",i).attr("class","radarGraticule")}else if(s==="polygon"){const o=t.length;for(let i=0;i<r;i++){const n=e*(i+1)/r,c=t.map((d,u)=>{const p=2*u*Math.PI/o-Math.PI/2,m=n*Math.cos(p),x=n*Math.sin(p);return`${m},${x}`}).join(" ");a.append("polygon").attr("points",c).attr("class","radarGraticule")}}},"drawGraticule"),rt=l((a,t,e,r)=>{const s=t.length;for(let o=0;o<s;o++){const i=t[o].label,n=2*o*Math.PI/s-Math.PI/2;a.append("line").attr("x1",0).attr("y1",0).attr("x2",e*r.axisScaleFactor*Math.cos(n)).attr("y2",e*r.axisScaleFactor*Math.sin(n)).attr("class","radarAxisLine"),a.append("text").text(i).attr("x",e*r.axisLabelFactor*Math.cos(n)).attr("y",e*r.axisLabelFactor*Math.sin(n)).attr("class","radarAxisLabel")}},"drawAxes");function M(a,t,e,r,s,o,i){const n=t.length,c=Math.min(i.width,i.height)/2;e.forEach((d,u)=>{if(d.entries.length!==n)return;const p=d.entries.map((m,x)=>{const v=2*Math.PI*x/n-Math.PI/2,f=A(m,r,s,c),O=f*Math.cos(v),S=f*Math.sin(v);return{x:O,y:S}});o==="circle"?a.append("path").attr("d",L(p,i.curveTension)).attr("class",`radarCurve-${u}`):o==="polygon"&&a.append("polygon").attr("points",p.map(m=>`${m.x},${m.y}`).join(" ")).attr("class",`radarCurve-${u}`)})}l(M,"drawCurves");function A(a,t,e,r){const s=Math.min(Math.max(a,t),e);return r*(s-t)/(e-t)}l(A,"relativeRadius");function L(a,t){const e=a.length;let r=`M${a[0].x},${a[0].y}`;for(let s=0;s<e;s++){const o=a[(s-1+e)%e],i=a[s],n=a[(s+1)%e],c=a[(s+2)%e],d={x:i.x+(n.x-o.x)*t,y:i.y+(n.y-o.y)*t},u={x:n.x-(c.x-i.x)*t,y:n.y-(c.y-i.y)*t};r+=` C${d.x},${d.y} ${u.x},${u.y} ${n.x},${n.y}`}return`${r} Z`}l(L,"closedRoundCurve");function T(a,t,e,r){if(!e)return;const s=(r.width/2+r.marginRight)*3/4,o=-(r.height/2+r.marginTop)*3/4,i=20;t.forEach((n,c)=>{const d=a.append("g").attr("transform",`translate(${s}, ${o+c*i})`);d.append("rect").attr("width",12).attr("height",12).attr("class",`radarLegendBox-${c}`),d.append("text").attr("x",16).attr("y",0).attr("class","radarLegendText").text(n.label)})}l(T,"drawLegend");var st={draw:tt},nt=l((a,t)=>{let e="";for(let r=0;r<a.THEME_COLOR_LIMIT;r++){const s=a[`cScale${r}`];e+=`
-		.radarCurve-${r} {
-			color: ${s};
-			fill: ${s};
-			fill-opacity: ${t.curveOpacity};
-			stroke: ${s};
-			stroke-width: ${t.curveStrokeWidth};
-		}
-		.radarLegendBox-${r} {
-			fill: ${s};
-			fill-opacity: ${t.curveOpacity};
-			stroke: ${s};
-		}
-		`}return e},"genIndexStyles"),ot=l(a=>{const t=V(),e=C(),r=y(t,e.themeVariables),s=y(r.radar,a);return{themeVariables:r,radarOptions:s}},"buildRadarStyleOptions"),it=l(({radar:a}={})=>{const{themeVariables:t,radarOptions:e}=ot(a);return`
-	.radarTitle {
-		font-size: ${t.fontSize};
-		color: ${t.titleColor};
-		dominant-baseline: hanging;
-		text-anchor: middle;
-	}
-	.radarAxisLine {
-		stroke: ${e.axisColor};
-		stroke-width: ${e.axisStrokeWidth};
-	}
-	.radarAxisLabel {
-		dominant-baseline: middle;
-		text-anchor: middle;
-		font-size: ${e.axisLabelFontSize}px;
-		color: ${e.axisColor};
-	}
-	.radarGraticule {
-		fill: ${e.graticuleColor};
-		fill-opacity: ${e.graticuleOpacity};
-		stroke: ${e.graticuleColor};
-		stroke-width: ${e.graticuleStrokeWidth};
-	}
-	.radarLegendText {
-		text-anchor: start;
-		font-size: ${e.legendFontSize}px;
-		dominant-baseline: hanging;
-	}
-	${nt(t,e)}
-	`},"styles"),ft={parser:J,db:$,renderer:st,styles:it};export{ft as diagram};

lightrag/api/webui/assets/diagram-VNBRO52H-BUFG-mOp.js

@@ -1,24 +0,0 @@
-import{p as w}from"./chunk-4BMEZGHF-B5GU8YSo.js";import{_ as n,s as B,g as S,t as F,q as z,a as P,b as W,F as x,K as T,e as D,z as _,G as A,H as E,l as v}from"./mermaid-vendor-DxNSvhPA.js";import{p as N}from"./radar-MK3ICKWK-Bc8q4S1r.js";import"./feature-graph-ajMjCROw.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-DdWiKhjG.js";import"./_basePickBy-DdjSt9r0.js";import"./clone-Cy0pbWCc.js";var C={packet:[]},h=structuredClone(C),L=E.packet,Y=n(()=>{const t=x({...L,...A().packet});return t.showBits&&(t.paddingY+=10),t},"getConfig"),G=n(()=>h.packet,"getPacket"),H=n(t=>{t.length>0&&h.packet.push(t)},"pushWord"),I=n(()=>{_(),h=structuredClone(C)},"clear"),m={pushWord:H,getPacket:G,getConfig:Y,clear:I,setAccTitle:W,getAccTitle:P,setDiagramTitle:z,getDiagramTitle:F,getAccDescription:S,setAccDescription:B},K=1e4,M=n(t=>{w(t,m);let e=-1,o=[],s=1;const{bitsPerRow:i}=m.getConfig();for(let{start:a,end:r,label:p}of t.blocks){if(r&&r<a)throw new Error(`Packet block ${a} - ${r} is invalid. End must be greater than start.`);if(a!==e+1)throw new Error(`Packet block ${a} - ${r??a} is not contiguous. It should start from ${e+1}.`);for(e=r??a,v.debug(`Packet block ${a} - ${e} with label ${p}`);o.length<=i+1&&m.getPacket().length<K;){const[b,c]=O({start:a,end:r,label:p},s,i);if(o.push(b),b.end+1===s*i&&(m.pushWord(o),o=[],s++),!c)break;({start:a,end:r,label:p}=c)}}m.pushWord(o)},"populate"),O=n((t,e,o)=>{if(t.end===void 0&&(t.end=t.start),t.start>t.end)throw new Error(`Block start ${t.start} is greater than block end ${t.end}.`);return t.end+1<=e*o?[t,void 0]:[{start:t.start,end:e*o-1,label:t.label},{start:e*o,end:t.end,label:t.label}]},"getNextFittingBlock"),q={parse:n(async t=>{const e=await N("packet",t);v.debug(e),M(e)},"parse")},R=n((t,e,o,s)=>{const i=s.db,a=i.getConfig(),{rowHeight:r,paddingY:p,bitWidth:b,bitsPerRow:c}=a,u=i.getPacket(),l=i.getDiagramTitle(),g=r+p,d=g*(u.length+1)-(l?0:r),k=b*c+2,f=T(e);f.attr("viewbox",`0 0 ${k} ${d}`),D(f,d,k,a.useMaxWidth);for(const[$,y]of u.entries())U(f,y,$,a);f.append("text").text(l).attr("x",k/2).attr("y",d-g/2).attr("dominant-baseline","middle").attr("text-anchor","middle").attr("class","packetTitle")},"draw"),U=n((t,e,o,{rowHeight:s,paddingX:i,paddingY:a,bitWidth:r,bitsPerRow:p,showBits:b})=>{const c=t.append("g"),u=o*(s+a)+a;for(const l of e){const g=l.start%p*r+1,d=(l.end-l.start+1)*r-i;if(c.append("rect").attr("x",g).attr("y",u).attr("width",d).attr("height",s).attr("class","packetBlock"),c.append("text").attr("x",g+d/2).attr("y",u+s/2).attr("class","packetLabel").attr("dominant-baseline","middle").attr("text-anchor","middle").text(l.label),!b)continue;const k=l.end===l.start,f=u-2;c.append("text").attr("x",g+(k?d/2:0)).attr("y",f).attr("class","packetByte start").attr("dominant-baseline","auto").attr("text-anchor",k?"middle":"start").text(l.start),k||c.append("text").attr("x",g+d).attr("y",f).attr("class","packetByte end").attr("dominant-baseline","auto").attr("text-anchor","end").text(l.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=n(({packet:t}={})=>{const e=x(j,t);return`
-	.packetByte {
-		font-size: ${e.byteFontSize};
-	}
-	.packetByte.start {
-		fill: ${e.startByteColor};
-	}
-	.packetByte.end {
-		fill: ${e.endByteColor};
-	}
-	.packetLabel {
-		fill: ${e.labelColor};
-		font-size: ${e.labelFontSize};
-	}
-	.packetTitle {
-		fill: ${e.titleColor};
-		font-size: ${e.titleFontSize};
-	}
-	.packetBlock {
-		stroke: ${e.blockStrokeColor};
-		stroke-width: ${e.blockStrokeWidth};
-		fill: ${e.blockFillColor};
-	}
-	`},"styles"),it={parser:q,db:m,renderer:X,styles:J};export{it as diagram};

lightrag/api/webui/assets/infoDiagram-PH2N3AL5-e4bVi5oy.js

@@ -1,2 +0,0 @@
-import{_ as e,l as o,K as i,e as n,L as p}from"./mermaid-vendor-DxNSvhPA.js";import{p as m}from"./radar-MK3ICKWK-Bc8q4S1r.js";import"./feature-graph-ajMjCROw.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-DdWiKhjG.js";import"./_basePickBy-DdjSt9r0.js";import"./clone-Cy0pbWCc.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/infoDiagram-XT3IWWJI-CO_psN6Q.js

@@ -0,0 +1,2 @@
+import{_ as e,l as o,K as i,e as n,L as p}from"./mermaid-vendor-0pb-wSh1.js";import{p as m}from"./treemap-6Y5VK53G-Cu50KCbJ.js";import"./feature-graph-CTyfN-T7.js";import"./react-vendor-CgPb4pW_.js";import"./graph-vendor-BC3frDkq.js";import"./ui-vendor-DaJTMqwy.js";import"./utils-vendor-elCzPYZl.js";import"./_baseUniq-CKkyFsDq.js";import"./_basePickBy-DR8u580m.js";import"./clone-CMIdR30B.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/pieDiagram-NIOCPIFQ-2v2dqwXW.js

@@ -1,4 +1,4 @@
-import{p as N}from"./chunk-4BMEZGHF-B5GU8YSo.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-DxNSvhPA.js";import{p as rt}from"./radar-MK3ICKWK-Bc8q4S1r.js";import"./feature-graph-ajMjCROw.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";import"./_baseUniq-DdWiKhjG.js";import"./_basePickBy-DdjSt9r0.js";import"./clone-Cy0pbWCc.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-DBAQDRRL.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-0pb-wSh1.js";import{p as rt}from"./treemap-6Y5VK53G-Cu50KCbJ.js";import"./feature-graph-CTyfN-T7.js";import"./react-vendor-CgPb4pW_.js";import"./graph-vendor-BC3frDkq.js";import"./ui-vendor-DaJTMqwy.js";import"./utils-vendor-elCzPYZl.js";import"./_baseUniq-CKkyFsDq.js";import"./_basePickBy-DR8u580m.js";import"./clone-CMIdR30B.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-GD6S3NHB-I1pnn6Vf.js

@@ -0,0 +1 @@
+import{s as r,b as e,a,S as i}from"./chunk-6OLS64BW-DprZxoQ9.js";import{_ as s}from"./mermaid-vendor-0pb-wSh1.js";import"./chunk-BFAMUDN2-BhkXHAMT.js";import"./chunk-SKB7J2MH-BblaHGx6.js";import"./feature-graph-CTyfN-T7.js";import"./react-vendor-CgPb4pW_.js";import"./graph-vendor-BC3frDkq.js";import"./ui-vendor-DaJTMqwy.js";import"./utils-vendor-elCzPYZl.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/stateDiagram-v2-YXO3MK2T-CtvtA9TP.js

@@ -1 +0,0 @@
-import{s as r,b as e,a,S as s}from"./chunk-AEK57VVT-D9reeTsn.js";import{_ as i}from"./mermaid-vendor-DxNSvhPA.js";import"./chunk-RZ5BOZE2-DQT2Xkjs.js";import"./feature-graph-ajMjCROw.js";import"./react-vendor-DEwriMA6.js";import"./graph-vendor-B-X5JegA.js";import"./ui-vendor-CeCm8EER.js";import"./utils-vendor-BysuhMZA.js";var b={parser:a,get db(){return new s(2)},renderer:e,styles:r,init:i(t=>{t.state||(t.state={}),t.state.arrowMarkerAbsolute=t.arrowMarkerAbsolute},"init")};export{b as diagram};

lightrag/api/webui/index.html

@@ -1,27 +1,27 @@
-<!doctype html>
+<!doctype html>
-<html lang="en">
+<html lang="en">
-  <head>
+  <head>
-    <meta charset="UTF-8" />
+    <meta charset="UTF-8" />
-    <meta http-equiv="Cache-Control" content="no-cache, no-store, must-revalidate" />
+    <meta http-equiv="Cache-Control" content="no-cache, no-store, must-revalidate" />
-    <meta http-equiv="Pragma" content="no-cache" />
+    <meta http-equiv="Pragma" content="no-cache" />
-    <meta http-equiv="Expires" content="0" />
+    <meta http-equiv="Expires" content="0" />
-    <link rel="icon" type="image/png" href="favicon.png" />
+    <link rel="icon" type="image/png" href="favicon.png" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Lightrag</title>
+    <title>Lightrag</title>
-    <script type="module" crossorigin src="/webui/assets/index-BZ-Qnuxe.js"></script>
+    <script type="module" crossorigin src="/webui/assets/index-P-DdP8A0.js"></script>
-    <link rel="modulepreload" crossorigin href="/webui/assets/react-vendor-DEwriMA6.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/react-vendor-CgPb4pW_.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/ui-vendor-CeCm8EER.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/ui-vendor-DaJTMqwy.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/graph-vendor-B-X5JegA.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/graph-vendor-BC3frDkq.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/utils-vendor-BysuhMZA.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/utils-vendor-elCzPYZl.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/feature-graph-ajMjCROw.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/feature-graph-CTyfN-T7.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/mermaid-vendor-DxNSvhPA.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/mermaid-vendor-0pb-wSh1.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/markdown-vendor-mGl2lXzx.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/markdown-vendor-DZPCLF-N.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/feature-retrieval-DVIGk-ao.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/feature-retrieval-C4OgyLZ6.js">
-    <link rel="modulepreload" crossorigin href="/webui/assets/feature-documents--uHlw_9L.js">
+    <link rel="modulepreload" crossorigin href="/webui/assets/feature-documents-DNEZp_nA.js">
     <link rel="stylesheet" crossorigin href="/webui/assets/feature-graph-BipNuM18.css">
-    <link rel="stylesheet" crossorigin href="/webui/assets/index-DwO2XWaU.css">
+    <link rel="stylesheet" crossorigin href="/webui/assets/index-BXW7ZC7b.css">
-  </head>
+  </head>
-  <body>
+  <body>
-    <div id="root"></div>
+    <div id="root"></div>
-  </body>
+  </body>
-</html>
+</html>

lightrag/base.py

@@ -61,15 +61,10 @@ class QueryParam:
     """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", "5"))
-    """Number of text chunks to retrieve initially from vector search.
+    """Number of text chunks to retrieve initially from vector search and keep after reranking.
     If None, defaults to top_k value.
     """
 
-    chunk_rerank_top_k: int = int(os.getenv("CHUNK_RERANK_TOP_K", "5"))
-    """Number of text chunks to keep after reranking.
-    If None, keeps all chunks returned from initial retrieval.
-    """
-
     max_entity_tokens: int = int(os.getenv("MAX_ENTITY_TOKENS", "10000"))
     """Maximum number of tokens allocated for entity context in unified token control system."""
 
@@ -107,6 +102,11 @@ class QueryParam:
     If proivded, this will be use instead of the default vaulue from prompt template.
     """
 
+    enable_rerank: bool = True
+    """Enable reranking for retrieved text chunks. If True but no rerank model is configured, a warning will be issued.
+    Default is True to enable reranking when rerank model is available.
+    """
+
 
 @dataclass
 class StorageNameSpace(ABC):

lightrag/lightrag.py

@@ -243,11 +243,6 @@ class LightRAG:
     # Rerank Configuration
     # ---
 
-    enable_rerank: bool = field(
-        default=bool(os.getenv("ENABLE_RERANK", "False").lower() == "true")
-    )
-    """Enable reranking for improved retrieval quality. Defaults to False."""
-
     rerank_model_func: Callable[..., object] | None = field(default=None)
     """Function for reranking retrieved documents. All rerank configurations (model name, API keys, top_k, etc.) should be included in this function. Optional."""
 
@@ -459,9 +454,9 @@ class LightRAG:
         )
 
         # Init Rerank
-        if self.enable_rerank and self.rerank_model_func:
+        if self.rerank_model_func:
             logger.info("Rerank model initialized for improved retrieval quality")
-        elif self.enable_rerank and not self.rerank_model_func:
+        else:
             logger.warning(
                 "Rerank is enabled but no rerank_model_func provided. Reranking will be skipped."
             )

lightrag/operate.py

@@ -1976,6 +1976,14 @@ async def _build_query_context(
         # Truncate entities based on complete JSON serialization
         if entities_context:
             original_entity_count = len(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, ";"
+                    )
+
             entities_context = truncate_list_by_token_size(
                 entities_context,
                 key=lambda x: json.dumps(x, ensure_ascii=False),
@@ -1990,6 +1998,14 @@ async def _build_query_context(
         # Truncate relations based on complete JSON serialization
         if relations_context:
             original_relation_count = len(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, ";"
+                    )
+
             relations_context = truncate_list_by_token_size(
                 relations_context,
                 key=lambda x: json.dumps(x, ensure_ascii=False),
@@ -3025,6 +3041,7 @@ async def apply_rerank_if_enabled(
     query: str,
     retrieved_docs: list[dict],
     global_config: dict,
+    enable_rerank: bool = True,
     top_k: int = None,
 ) -> list[dict]:
     """
@@ -3034,18 +3051,19 @@ async def apply_rerank_if_enabled(
         query: The search query
         retrieved_docs: List of retrieved documents
         global_config: Global configuration containing rerank settings
+        enable_rerank: Whether to enable reranking from query parameter
         top_k: Number of top documents to return after reranking
 
     Returns:
         Reranked documents if rerank is enabled, otherwise original documents
     """
-    if not global_config.get("enable_rerank", False) or not retrieved_docs:
+    if not enable_rerank or not retrieved_docs:
         return retrieved_docs
 
     rerank_func = global_config.get("rerank_model_func")
     if not rerank_func:
-        logger.debug(
+        logger.warning(
-            "Rerank is enabled but no rerank function provided, skipping rerank"
+            "Rerank is enabled but no rerank model is configured. Please set up a rerank model or set enable_rerank=False in query parameters."
         )
         return retrieved_docs
 
@@ -3115,12 +3133,13 @@ async def process_chunks_unified(
     )
 
     # 2. Apply reranking if enabled and query is provided
-    if global_config.get("enable_rerank", False) and query and unique_chunks:
+    if query_param.enable_rerank and query and unique_chunks:
-        rerank_top_k = query_param.chunk_rerank_top_k or len(unique_chunks)
+        rerank_top_k = query_param.chunk_top_k or len(unique_chunks)
         unique_chunks = await apply_rerank_if_enabled(
             query=query,
             retrieved_docs=unique_chunks,
             global_config=global_config,
+            enable_rerank=query_param.enable_rerank,
             top_k=rerank_top_k,
         )
         logger.debug(f"Rerank: {len(unique_chunks)} chunks (source: {source_type})")

lightrag_webui/src/api/lightrag.ts

@@ -106,10 +106,8 @@ export type QueryRequest = {
   stream?: boolean
   /** Number of top items to retrieve. Represents entities in 'local' mode and relationships in 'global' mode. */
   top_k?: number
-  /** Maximum number of text chunks to retrieve and process. */
+  /** Maximum number of text chunks to retrieve and keep after reranking. */
   chunk_top_k?: number
-  /** Number of text chunks to keep after reranking. */
-  chunk_rerank_top_k?: number
   /** Maximum number of tokens allocated for entity context in unified token control system. */
   max_entity_tokens?: number
   /** Maximum number of tokens allocated for relationship context in unified token control system. */
@@ -125,6 +123,8 @@ export type QueryRequest = {
   history_turns?: number
   /** User-provided prompt for the query. If provided, this will be used instead of the default value from prompt template. */
   user_prompt?: string
+  /** Enable reranking for retrieved text chunks. If True but no rerank model is configured, a warning will be issued. Default is True. */
+  enable_rerank?: boolean
 }
 
 export type QueryResponse = {

lightrag_webui/src/components/retrieval/QuerySettings.tsx

@@ -120,7 +120,6 @@ export default function QuerySettings() {
                 </Tooltip>
               </TooltipProvider>
               <div>
-                {/* Removed sr-only label */}
                 <Input
                   id="top_k"
                   type="number"
@@ -176,144 +175,109 @@ export default function QuerySettings() {
               </div>
             </>
 
-            {/* Chunk Rerank Top K */}
+            {/* Max Entity Tokens */}
             <>
               <TooltipProvider>
                 <Tooltip>
                   <TooltipTrigger asChild>
-                    <label htmlFor="chunk_rerank_top_k" className="ml-1 cursor-help">
+                    <label htmlFor="max_entity_tokens" className="ml-1 cursor-help">
-                      {t('retrievePanel.querySettings.chunkRerankTopK')}
+                      {t('retrievePanel.querySettings.maxEntityTokens')}
                     </label>
                   </TooltipTrigger>
                   <TooltipContent side="left">
-                    <p>{t('retrievePanel.querySettings.chunkRerankTopKTooltip')}</p>
+                    <p>{t('retrievePanel.querySettings.maxEntityTokensTooltip')}</p>
                   </TooltipContent>
                 </Tooltip>
               </TooltipProvider>
               <div>
                 <Input
-                  id="chunk_rerank_top_k"
+                  id="max_entity_tokens"
                   type="number"
-                  value={querySettings.chunk_rerank_top_k ?? ''}
+                  value={querySettings.max_entity_tokens ?? ''}
                   onChange={(e) => {
                     const value = e.target.value
-                    handleChange('chunk_rerank_top_k', value === '' ? '' : parseInt(value) || 0)
+                    handleChange('max_entity_tokens', value === '' ? '' : parseInt(value) || 0)
                   }}
                   onBlur={(e) => {
                     const value = e.target.value
                     if (value === '' || isNaN(parseInt(value))) {
-                      handleChange('chunk_rerank_top_k', 1)
+                      handleChange('max_entity_tokens', 1000)
                     }
                   }}
                   min={1}
-                  placeholder={t('retrievePanel.querySettings.chunkRerankTopKPlaceholder')}
+                  placeholder={t('retrievePanel.querySettings.maxEntityTokensPlaceholder')}
                 />
               </div>
             </>
 
-            {/* Max Tokens */}
+            {/* Max Relation Tokens */}
             <>
-              <>
+              <TooltipProvider>
-                <TooltipProvider>
+                <Tooltip>
-                  <Tooltip>
+                  <TooltipTrigger asChild>
-                    <TooltipTrigger asChild>
+                    <label htmlFor="max_relation_tokens" className="ml-1 cursor-help">
-                      <label htmlFor="max_entity_tokens" className="ml-1 cursor-help">
+                      {t('retrievePanel.querySettings.maxRelationTokens')}
-                        {t('retrievePanel.querySettings.maxEntityTokens')}
+                    </label>
-                      </label>
+                  </TooltipTrigger>
-                    </TooltipTrigger>
+                  <TooltipContent side="left">
-                    <TooltipContent side="left">
+                    <p>{t('retrievePanel.querySettings.maxRelationTokensTooltip')}</p>
-                      <p>{t('retrievePanel.querySettings.maxEntityTokensTooltip')}</p>
+                  </TooltipContent>
-                    </TooltipContent>
+                </Tooltip>
-                  </Tooltip>
+              </TooltipProvider>
-                </TooltipProvider>
+              <div>
-                <div>
+                <Input
-                  <Input
+                  id="max_relation_tokens"
-                    id="max_entity_tokens"
+                  type="number"
-                    type="number"
+                  value={querySettings.max_relation_tokens ?? ''}
-                    value={querySettings.max_entity_tokens ?? ''}
+                  onChange={(e) => {
-                    onChange={(e) => {
+                    const value = e.target.value
-                      const value = e.target.value
+                    handleChange('max_relation_tokens', value === '' ? '' : parseInt(value) || 0)
-                      handleChange('max_entity_tokens', value === '' ? '' : parseInt(value) || 0)
+                  }}
-                    }}
+                  onBlur={(e) => {
-                    onBlur={(e) => {
+                    const value = e.target.value
-                      const value = e.target.value
+                    if (value === '' || isNaN(parseInt(value))) {
-                      if (value === '' || isNaN(parseInt(value))) {
+                      handleChange('max_relation_tokens', 1000)
-                        handleChange('max_entity_tokens', 1)
+                    }
-                      }
+                  }}
-                    }}
+                  min={1}
-                    min={1}
+                  placeholder={t('retrievePanel.querySettings.maxRelationTokensPlaceholder')}
-                    placeholder={t('retrievePanel.querySettings.maxEntityTokens')}
+                />
-                  />
+              </div>
-                </div>
+            </>
-              </>
 
-              <>
+            {/* Max Total Tokens */}
-                <TooltipProvider>
+            <>
-                  <Tooltip>
+              <TooltipProvider>
-                    <TooltipTrigger asChild>
+                <Tooltip>
-                      <label htmlFor="max_relation_tokens" className="ml-1 cursor-help">
+                  <TooltipTrigger asChild>
-                        {t('retrievePanel.querySettings.maxRelationTokens')}
+                    <label htmlFor="max_total_tokens" className="ml-1 cursor-help">
-                      </label>
+                      {t('retrievePanel.querySettings.maxTotalTokens')}
-                    </TooltipTrigger>
+                    </label>
-                    <TooltipContent side="left">
+                  </TooltipTrigger>
-                      <p>{t('retrievePanel.querySettings.maxRelationTokensTooltip')}</p>
+                  <TooltipContent side="left">
-                    </TooltipContent>
+                    <p>{t('retrievePanel.querySettings.maxTotalTokensTooltip')}</p>
-                  </Tooltip>
+                  </TooltipContent>
-                </TooltipProvider>
+                </Tooltip>
-                <div>
+              </TooltipProvider>
-                  <Input
+              <div>
-                    id="max_relation_tokens"
+                <Input
-                    type="number"
+                  id="max_total_tokens"
-                    value={querySettings.max_relation_tokens ?? ''}
+                  type="number"
-                    onChange={(e) => {
+                  value={querySettings.max_total_tokens ?? ''}
-                      const value = e.target.value
+                  onChange={(e) => {
-                      handleChange('max_relation_tokens', value === '' ? '' : parseInt(value) || 0)
+                    const value = e.target.value
-                    }}
+                    handleChange('max_total_tokens', value === '' ? '' : parseInt(value) || 0)
-                    onBlur={(e) => {
+                  }}
-                      const value = e.target.value
+                  onBlur={(e) => {
-                      if (value === '' || isNaN(parseInt(value))) {
+                    const value = e.target.value
-                        handleChange('max_relation_tokens', 1)
+                    if (value === '' || isNaN(parseInt(value))) {
-                      }
+                      handleChange('max_total_tokens', 1000)
-                    }}
+                    }
-                    min={1}
+                  }}
-                    placeholder={t('retrievePanel.querySettings.maxRelationTokens')}
+                  min={1}
-                  />
+                  placeholder={t('retrievePanel.querySettings.maxTotalTokensPlaceholder')}
-                </div>
+                />
-              </>
+              </div>
-
-              <>
-                <TooltipProvider>
-                  <Tooltip>
-                    <TooltipTrigger asChild>
-                      <label htmlFor="max_total_tokens" className="ml-1 cursor-help">
-                        {t('retrievePanel.querySettings.maxTotalTokens')}
-                      </label>
-                    </TooltipTrigger>
-                    <TooltipContent side="left">
-                      <p>{t('retrievePanel.querySettings.maxTotalTokensTooltip')}</p>
-                    </TooltipContent>
-                  </Tooltip>
-                </TooltipProvider>
-                <div>
-                  <Input
-                    id="max_total_tokens"
-                    type="number"
-                    value={querySettings.max_total_tokens ?? ''}
-                    onChange={(e) => {
-                      const value = e.target.value
-                      handleChange('max_total_tokens', value === '' ? '' : parseInt(value) || 0)
-                    }}
-                    onBlur={(e) => {
-                      const value = e.target.value
-                      if (value === '' || isNaN(parseInt(value))) {
-                        handleChange('max_total_tokens', 1)
-                      }
-                    }}
-                    min={1}
-                    placeholder={t('retrievePanel.querySettings.maxTotalTokens')}
-                  />
-                </div>
-              </>
             </>
 
             {/* History Turns */}
@@ -331,7 +295,6 @@ export default function QuerySettings() {
                 </Tooltip>
               </TooltipProvider>
               <div>
-                {/* Removed sr-only label */}
                 <Input
                   id="history_turns"
                   type="number"
@@ -442,7 +405,29 @@ export default function QuerySettings() {
                   onCheckedChange={(checked) => handleChange('stream', checked)}
                 />
               </div>
+
+              <div className="flex items-center gap-2">
+                <TooltipProvider>
+                  <Tooltip>
+                    <TooltipTrigger asChild>
+                      <label htmlFor="enable_rerank" className="flex-1 ml-1 cursor-help">
+                        {t('retrievePanel.querySettings.enableRerank')}
+                      </label>
+                    </TooltipTrigger>
+                    <TooltipContent side="left">
+                      <p>{t('retrievePanel.querySettings.enableRerankTooltip')}</p>
+                    </TooltipContent>
+                  </Tooltip>
+                </TooltipProvider>
+                <Checkbox
+                  className="mr-1 cursor-pointer"
+                  id="enable_rerank"
+                  checked={querySettings.enable_rerank}
+                  onCheckedChange={(checked) => handleChange('enable_rerank', checked)}
+                />
+              </div>
             </>
+
           </div>
         </div>
       </CardContent>