Merge branch 'main' into add-multi-worker-support

README.md

@@ -3,7 +3,7 @@
 <table border="0" width="100%">
 <tr>
 <td width="100" align="center">
-<img src="https://i-blog.csdnimg.cn/direct/0d97ea81439442a19ac3972ad537a811.png" width="80" height="80" alt="lightrag">
+<img src="./assets/logo.png" width="80" height="80" alt="lightrag">
 </td>
 <td>
 <div>

lightrag/__init__.py

@@ -1,5 +1,5 @@
 from .lightrag import LightRAG as LightRAG, QueryParam as QueryParam
 
-__version__ = "1.2.1"
+__version__ = "1.2.2"
 __author__ = "Zirui Guo"
 __url__ = "https://github.com/HKUDS/LightRAG"

lightrag/api/routers/graph_routes.py

@@ -20,8 +20,8 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
         return await rag.get_graph_labels()
 
     @router.get("/graphs", dependencies=[Depends(optional_api_key)])
-    async def get_knowledge_graph(label: str):
+    async def get_knowledge_graph(label: str, max_depth: int = 3):
         """Get knowledge graph for a specific label"""
-        return await rag.get_knowledge_graph(node_label=label, max_depth=3)
+        return await rag.get_knowledge_graph(node_label=label, max_depth=max_depth)
 
     return router

lightrag/lightrag.py

@@ -363,14 +363,14 @@ class LightRAG:
                 self.namespace_prefix, NameSpace.VECTOR_STORE_ENTITIES
             ),
             embedding_func=self.embedding_func,
-            meta_fields={"entity_name"},
+            meta_fields={"entity_name", "source_id", "content"},
         )
         self.relationships_vdb: BaseVectorStorage = self.vector_db_storage_cls(  # type: ignore
             namespace=make_namespace(
                 self.namespace_prefix, NameSpace.VECTOR_STORE_RELATIONSHIPS
             ),
             embedding_func=self.embedding_func,
-            meta_fields={"src_id", "tgt_id"},
+            meta_fields={"src_id", "tgt_id", "source_id", "content"},
         )
         self.chunks_vdb: BaseVectorStorage = self.vector_db_storage_cls(  # type: ignore
             namespace=make_namespace(
@@ -408,16 +408,31 @@ class LightRAG:
 
         self._storages_status = StoragesStatus.CREATED
 
-        # Initialize storages
         if self.auto_manage_storages_states:
-            loop = always_get_an_event_loop()
-            loop.run_until_complete(self.initialize_storages())
+            self._run_async_safely(self.initialize_storages, "Storage Initialization")
 
     def __del__(self):
-        # Finalize storages
         if self.auto_manage_storages_states:
+            self._run_async_safely(self.finalize_storages, "Storage Finalization")
+
+    def _run_async_safely(self, async_func, action_name=""):
+        """Safely execute an async function, avoiding event loop conflicts."""
+        try:
             loop = always_get_an_event_loop()
-            loop.run_until_complete(self.finalize_storages())
+            if loop.is_running():
+                task = loop.create_task(async_func())
+                task.add_done_callback(
+                    lambda t: logger.info(f"{action_name} completed!")
+                )
+            else:
+                loop.run_until_complete(async_func())
+        except RuntimeError:
+            logger.warning(
+                f"No running event loop, creating a new loop for {action_name}."
+            )
+            loop = asyncio.new_event_loop()
+            loop.run_until_complete(async_func())
+            loop.close()
 
     async def initialize_storages(self):
         """Asynchronously initialize the storages"""
@@ -491,7 +506,7 @@ class LightRAG:
         input: str | list[str],
         split_by_character: str | None = None,
         split_by_character_only: bool = False,
-        ids: list[str] | None = None,
+        ids: str | list[str] | None = None,
     ) -> None:
         """Sync Insert documents with checkpoint support
 
@@ -500,7 +515,7 @@ class LightRAG:
             split_by_character: if split_by_character is not None, split the string by character, if chunk longer than
             split_by_character_only: if split_by_character_only is True, split the string by character only, when
             split_by_character is None, this parameter is ignored.
-            ids: list of unique document IDs, if not provided, MD5 hash IDs will be generated
+            ids: single string of the document ID or list of unique document IDs, if not provided, MD5 hash IDs will be generated
         """
         loop = always_get_an_event_loop()
         loop.run_until_complete(
@@ -512,7 +527,7 @@ class LightRAG:
         input: str | list[str],
         split_by_character: str | None = None,
         split_by_character_only: bool = False,
-        ids: list[str] | None = None,
+        ids: str | list[str] | None = None,
     ) -> None:
         """Async Insert documents with checkpoint support
 
@@ -528,12 +543,19 @@ class LightRAG:
             split_by_character, split_by_character_only
         )
 
-    def insert_custom_chunks(self, full_text: str, text_chunks: list[str]) -> None:
+    def insert_custom_chunks(
+        self,
+        full_text: str,
+        text_chunks: list[str],
+        doc_id: str | list[str] | None = None,
+    ) -> None:
         loop = always_get_an_event_loop()
-        loop.run_until_complete(self.ainsert_custom_chunks(full_text, text_chunks))
+        loop.run_until_complete(
+            self.ainsert_custom_chunks(full_text, text_chunks, doc_id)
+        )
 
     async def ainsert_custom_chunks(
-        self, full_text: str, text_chunks: list[str]
+        self, full_text: str, text_chunks: list[str], doc_id: str | None = None
     ) -> None:
         update_storage = False
         try:
@@ -542,7 +564,10 @@ class LightRAG:
             text_chunks = [self.clean_text(chunk) for chunk in text_chunks]
 
             # Process cleaned texts
-            doc_key = compute_mdhash_id(full_text, prefix="doc-")
+            if doc_id is None:
+                doc_key = compute_mdhash_id(full_text, prefix="doc-")
+            else:
+                doc_key = doc_id
             new_docs = {doc_key: {"content": full_text}}
 
             _add_doc_keys = await self.full_docs.filter_keys({doc_key})
@@ -598,6 +623,8 @@ class LightRAG:
         """
         if isinstance(input, str):
             input = [input]
+        if isinstance(ids, str):
+            ids = [ids]
 
         # 1. Validate ids if provided or generate MD5 hash IDs
         if ids is not None:
@@ -1366,12 +1393,14 @@ class LightRAG:
 
             logger.debug(f"Starting deletion for document {doc_id}")
 
+            doc_to_chunk_id = doc_id.replace("doc", "chunk")
+
             # 2. Get all related chunks
-            chunks = await self.text_chunks.get_by_id(doc_id)
+            chunks = await self.text_chunks.get_by_id(doc_to_chunk_id)
             if not chunks:
                 return
 
-            chunk_ids = list(chunks.keys())
+            chunk_ids = {chunks["full_doc_id"].replace("doc", "chunk")}
             logger.debug(f"Found {len(chunk_ids)} chunks to delete")
 
             # 3. Before deleting, check the related entities and relationships for these chunks
@@ -1380,7 +1409,7 @@ class LightRAG:
                 entities = [
                     dp
                     for dp in self.entities_vdb.client_storage["data"]
-                    if dp.get("source_id") == chunk_id
+                    if chunk_id in dp.get("source_id")
                 ]
                 logger.debug(f"Chunk {chunk_id} has {len(entities)} related entities")
 
@@ -1388,7 +1417,7 @@ class LightRAG:
                 relations = [
                     dp
                     for dp in self.relationships_vdb.client_storage["data"]
-                    if dp.get("source_id") == chunk_id
+                    if chunk_id in dp.get("source_id")
                 ]
                 logger.debug(f"Chunk {chunk_id} has {len(relations)} related relations")
 
@@ -1499,42 +1528,71 @@ class LightRAG:
                 f"Updated {len(entities_to_update)} entities and {len(relationships_to_update)} relationships."
             )
 
+            async def process_data(data_type, vdb, chunk_id):
+                # Check data (entities or relationships)
+                data_with_chunk = [
+                    dp
+                    for dp in vdb.client_storage["data"]
+                    if chunk_id in (dp.get("source_id") or "").split(GRAPH_FIELD_SEP)
+                ]
+
+                data_for_vdb = {}
+                if data_with_chunk:
+                    logger.warning(
+                        f"found {len(data_with_chunk)} {data_type} still referencing chunk {chunk_id}"
+                    )
+
+                    for item in data_with_chunk:
+                        old_sources = item["source_id"].split(GRAPH_FIELD_SEP)
+                        new_sources = [src for src in old_sources if src != chunk_id]
+
+                        if not new_sources:
+                            logger.info(
+                                f"{data_type} {item.get('entity_name', 'N/A')} is deleted because source_id is not exists"
+                            )
+                            await vdb.delete_entity(item)
+                        else:
+                            item["source_id"] = GRAPH_FIELD_SEP.join(new_sources)
+                            item_id = item["__id__"]
+                            data_for_vdb[item_id] = item.copy()
+                            if data_type == "entities":
+                                data_for_vdb[item_id]["content"] = data_for_vdb[
+                                    item_id
+                                ].get("content") or (
+                                    item.get("entity_name", "")
+                                    + (item.get("description") or "")
+                                )
+                            else:  # relationships
+                                data_for_vdb[item_id]["content"] = data_for_vdb[
+                                    item_id
+                                ].get("content") or (
+                                    (item.get("keywords") or "")
+                                    + (item.get("src_id") or "")
+                                    + (item.get("tgt_id") or "")
+                                    + (item.get("description") or "")
+                                )
+
+                    if data_for_vdb:
+                        await vdb.upsert(data_for_vdb)
+                        logger.info(f"Successfully updated {data_type} in vector DB")
+
             # Add verification step
             async def verify_deletion():
                 # Verify if the document has been deleted
                 if await self.full_docs.get_by_id(doc_id):
-                    logger.error(f"Document {doc_id} still exists in full_docs")
+                    logger.warning(f"Document {doc_id} still exists in full_docs")
 
                 # Verify if chunks have been deleted
-                remaining_chunks = await self.text_chunks.get_by_id(doc_id)
+                remaining_chunks = await self.text_chunks.get_by_id(doc_to_chunk_id)
                 if remaining_chunks:
-                    logger.error(f"Found {len(remaining_chunks)} remaining chunks")
+                    logger.warning(f"Found {len(remaining_chunks)} remaining chunks")
 
                 # Verify entities and relationships
                 for chunk_id in chunk_ids:
-                    # Check entities
-                    entities_with_chunk = [
-                        dp
-                        for dp in self.entities_vdb.client_storage["data"]
-                        if chunk_id
-                        in (dp.get("source_id") or "").split(GRAPH_FIELD_SEP)
-                    ]
-                    if entities_with_chunk:
-                        logger.error(
-                            f"Found {len(entities_with_chunk)} entities still referencing chunk {chunk_id}"
-                        )
-
-                    # Check relationships
-                    relations_with_chunk = [
-                        dp
-                        for dp in self.relationships_vdb.client_storage["data"]
-                        if chunk_id
-                        in (dp.get("source_id") or "").split(GRAPH_FIELD_SEP)
-                    ]
-                    if relations_with_chunk:
-                        logger.error(
-                            f"Found {len(relations_with_chunk)} relations still referencing chunk {chunk_id}"
-                        )
+                    await process_data("entities", self.entities_vdb, chunk_id)
+                    await process_data(
+                        "relationships", self.relationships_vdb, chunk_id
+                    )
 
             await verify_deletion()
 

lightrag/operate.py

@@ -323,6 +323,7 @@ async def _merge_edges_then_upsert(
         tgt_id=tgt_id,
         description=description,
         keywords=keywords,
+        source_id=source_id,
     )
 
     return edge_data
@@ -365,7 +366,7 @@ async def extract_entities(
         tuple_delimiter=PROMPTS["DEFAULT_TUPLE_DELIMITER"],
         record_delimiter=PROMPTS["DEFAULT_RECORD_DELIMITER"],
         completion_delimiter=PROMPTS["DEFAULT_COMPLETION_DELIMITER"],
-        entity_types=",".join(entity_types),
+        entity_types=", ".join(entity_types),
         language=language,
     )
     # add example's format
@@ -562,6 +563,7 @@ async def extract_entities(
             compute_mdhash_id(dp["entity_name"], prefix="ent-"): {
                 "content": dp["entity_name"] + dp["description"],
                 "entity_name": dp["entity_name"],
+                "source_id": dp["source_id"],
             }
             for dp in all_entities_data
         }
@@ -572,6 +574,7 @@ async def extract_entities(
             compute_mdhash_id(dp["src_id"] + dp["tgt_id"], prefix="rel-"): {
                 "src_id": dp["src_id"],
                 "tgt_id": dp["tgt_id"],
+                "source_id": dp["source_id"],
                 "content": dp["keywords"]
                 + dp["src_id"]
                 + dp["tgt_id"]
@@ -595,7 +598,7 @@ async def kg_query(
     global_config: dict[str, str],
     hashing_kv: BaseKVStorage | None = None,
     system_prompt: str | None = None,
-) -> str:
+) -> str | AsyncIterator[str]:
     # Handle cache
     use_model_func = global_config["llm_model_func"]
     args_hash = compute_args_hash(query_param.mode, query, cache_type="query")
@@ -1127,7 +1130,7 @@ async def _get_node_data(
     len_node_datas = len(node_datas)
     node_datas = truncate_list_by_token_size(
         node_datas,
-        key=lambda x: x["description"],
+        key=lambda x: x["description"] if x["description"] is not None else "",
         max_token_size=query_param.max_token_for_local_context,
     )
     logger.debug(
@@ -1310,7 +1313,7 @@ async def _find_most_related_edges_from_entities(
     )
     all_edges_data = truncate_list_by_token_size(
         all_edges_data,
-        key=lambda x: x["description"],
+        key=lambda x: x["description"] if x["description"] is not None else "",
         max_token_size=query_param.max_token_for_global_context,
     )
 
@@ -1364,7 +1367,7 @@ async def _get_edge_data(
     )
     edge_datas = truncate_list_by_token_size(
         edge_datas,
-        key=lambda x: x["description"],
+        key=lambda x: x["description"] if x["description"] is not None else "",
         max_token_size=query_param.max_token_for_global_context,
     )
     use_entities, use_text_units = await asyncio.gather(
@@ -1468,7 +1471,7 @@ async def _find_most_related_entities_from_relationships(
     len_node_datas = len(node_datas)
     node_datas = truncate_list_by_token_size(
         node_datas,
-        key=lambda x: x["description"],
+        key=lambda x: x["description"] if x["description"] is not None else "",
         max_token_size=query_param.max_token_for_local_context,
     )
     logger.debug(

lightrag/prompt.py

@@ -47,8 +47,9 @@ Format the content-level key words as ("content_keywords"{tuple_delimiter}<high_
 #############################
 ---Real Data---
 ######################
-Entity_types: {entity_types}
-Text: {input_text}
+Entity_types: [{entity_types}]
+Text:
+{input_text}
 ######################
 Output:"""
 

lightrag_webui/bun.lock

@@ -35,46 +35,48 @@
         "graphology": "^0.26.0",
         "graphology-generators": "^0.11.2",
         "lucide-react": "^0.475.0",
-        "minisearch": "^7.1.1",
+        "minisearch": "^7.1.2",
         "react": "^19.0.0",
         "react-dom": "^19.0.0",
-        "react-dropzone": "^14.3.5",
-        "react-markdown": "^9.0.3",
+        "react-dropzone": "^14.3.6",
+        "react-markdown": "^9.1.0",
         "react-number-format": "^5.4.3",
+        "react-syntax-highlighter": "^15.6.1",
         "rehype-react": "^8.0.0",
         "remark-gfm": "^4.0.1",
         "remark-math": "^6.0.0",
         "seedrandom": "^3.0.5",
         "sigma": "^3.0.1",
         "sonner": "^1.7.4",
-        "tailwind-merge": "^3.0.1",
-        "tailwind-scrollbar": "^4.0.0",
+        "tailwind-merge": "^3.0.2",
+        "tailwind-scrollbar": "^4.0.1",
         "zustand": "^5.0.3",
       },
       "devDependencies": {
-        "@eslint/js": "^9.20.0",
+        "@eslint/js": "^9.21.0",
         "@stylistic/eslint-plugin-js": "^3.1.0",
-        "@tailwindcss/vite": "^4.0.6",
-        "@types/bun": "^1.2.2",
-        "@types/node": "^22.13.4",
+        "@tailwindcss/vite": "^4.0.8",
+        "@types/bun": "^1.2.3",
+        "@types/node": "^22.13.5",
         "@types/react": "^19.0.10",
         "@types/react-dom": "^19.0.4",
+        "@types/react-syntax-highlighter": "^15.5.13",
         "@types/seedrandom": "^3.0.8",
         "@vitejs/plugin-react-swc": "^3.8.0",
-        "eslint": "^9.20.1",
+        "eslint": "^9.21.0",
         "eslint-config-prettier": "^10.0.1",
         "eslint-plugin-react": "^7.37.4",
         "eslint-plugin-react-hooks": "^5.1.0",
         "eslint-plugin-react-refresh": "^0.4.19",
         "globals": "^15.15.0",
         "graphology-types": "^0.24.8",
-        "prettier": "^3.5.1",
+        "prettier": "^3.5.2",
         "prettier-plugin-tailwindcss": "^0.6.11",
-        "tailwindcss": "^4.0.6",
+        "tailwindcss": "^4.0.8",
         "tailwindcss-animate": "^1.0.7",
         "typescript": "~5.7.3",
-        "typescript-eslint": "^8.24.0",
-        "vite": "^6.1.0",
+        "typescript-eslint": "^8.24.1",
+        "vite": "^6.1.1",
       },
     },
   },
@@ -177,15 +179,15 @@
 
     "@eslint/config-array": ["@eslint/[email protected]", "", { "dependencies": { "@eslint/object-schema": "^2.1.6", "debug": "^4.3.1", "minimatch": "^3.1.2" } }, "sha512-GNKqxfHG2ySmJOBSHg7LxeUx4xpuCoFjacmlCoYWEbaPXLwvfIjixRI12xCQZeULksQb23uiA8F40w5TojpV7w=="],
 
-    "@eslint/core": ["@eslint/core@0.11.0", "", { "dependencies": { "@types/json-schema": "^7.0.15" } }, "sha512-DWUB2pksgNEb6Bz2fggIy1wh6fGgZP4Xyy/Mt0QZPiloKKXerbqq9D3SBQTlCRYOrcRPu4vuz+CGjwdfqxnoWA=="],
+    "@eslint/core": ["@eslint/core@0.12.0", "", { "dependencies": { "@types/json-schema": "^7.0.15" } }, "sha512-cmrR6pytBuSMTaBweKoGMwu3EiHiEC+DoyupPmlZ0HxBJBtIxwe+j/E4XPIKNx+Q74c8lXKPwYawBf5glsTkHg=="],
 
-    "@eslint/eslintrc": ["@eslint/eslintrc@3.2.0", "", { "dependencies": { "ajv": "^6.12.4", "debug": "^4.3.2", "espree": "^10.0.1", "globals": "^14.0.0", "ignore": "^5.2.0", "import-fresh": "^3.2.1", "js-yaml": "^4.1.0", "minimatch": "^3.1.2", "strip-json-comments": "^3.1.1" } }, "sha512-grOjVNN8P3hjJn/eIETF1wwd12DdnwFDoyceUJLYYdkpbwq3nLi+4fqrTAONx7XDALqlL220wC/RHSC/QTI/0w=="],
+    "@eslint/eslintrc": ["@eslint/eslintrc@3.3.0", "", { "dependencies": { "ajv": "^6.12.4", "debug": "^4.3.2", "espree": "^10.0.1", "globals": "^14.0.0", "ignore": "^5.2.0", "import-fresh": "^3.2.1", "js-yaml": "^4.1.0", "minimatch": "^3.1.2", "strip-json-comments": "^3.1.1" } }, "sha512-yaVPAiNAalnCZedKLdR21GOGILMLKPyqSLWaAjQFvYA2i/ciDi8ArYVr69Anohb6cH2Ukhqti4aFnYyPm8wdwQ=="],
 
-    "@eslint/js": ["@eslint/js@9.20.0", "", {}, "sha512-iZA07H9io9Wn836aVTytRaNqh00Sad+EamwOVJT12GTLw1VGMFV/4JaME+JjLtr9fiGaoWgYnS54wrfWsSs4oQ=="],
+    "@eslint/js": ["@eslint/js@9.21.0", "", {}, "sha512-BqStZ3HX8Yz6LvsF5ByXYrtigrV5AXADWLAGc7PH/1SxOb7/FIYYMszZZWiUou/GB9P2lXWk2SV4d+Z8h0nknw=="],
 
     "@eslint/object-schema": ["@eslint/[email protected]", "", {}, "sha512-RBMg5FRL0I0gs51M/guSAj5/e14VQ4tpZnQNWwuDT66P14I43ItmPfIZRhO9fUVIPOAQXU47atlywZ/czoqFPA=="],
 
-    "@eslint/plugin-kit": ["@eslint/[email protected].5", "", { "dependencies": { "@eslint/core": "^0.10.0", "levn": "^0.4.1" } }, "sha512-lB05FkqEdUg2AA0xEbUz0SnkXT1LcCTa438W4IWTUh4hdOnVbQyOJ81OrDXsJk/LSiJHubgGEFoR5EHq1NsH1A=="],
+    "@eslint/plugin-kit": ["@eslint/[email protected].7", "", { "dependencies": { "@eslint/core": "^0.12.0", "levn": "^0.4.1" } }, "sha512-JubJ5B2pJ4k4yGxaNLdbjrnk9d/iDz6/q8wOilpIowd6PJPgaxCuHBnBszq7Ce2TyMrywm5r4PnKm6V3iiZF+g=="],
 
     "@faker-js/faker": ["@faker-js/[email protected]", "", {}, "sha512-3qbjLv+fzuuCg3umxc9/7YjrEXNaKwHgmig949nfyaTx8eL4FAsvFbu+1JcFUj1YAXofhaDn6JdEUBTYuk0Ssw=="],
 
@@ -203,7 +205,7 @@
 
     "@humanwhocodes/module-importer": ["@humanwhocodes/[email protected]", "", {}, "sha512-bxveV4V8v5Yb4ncFTT3rPSgZBOpCkjfK0y4oVVVJwIuDVBRMDXrPyXRL988i5ap9m9bnyEEjWfm5WkBmtffLfA=="],
 
-    "@humanwhocodes/retry": ["@humanwhocodes/[email protected].1", "", {}, "sha512-c7hNEllBlenFTHBky65mhq8WD2kbN9Q6gk0bTk8lSBvc554jpXSkST1iePudpt7+A/AQvuHs9EMqjHDXMY1lrA=="],
+    "@humanwhocodes/retry": ["@humanwhocodes/[email protected].2", "", {}, "sha512-xeO57FpIu4p1Ri3Jq/EXq4ClRm86dVF2z/+kvFnyqVYRavTZmaFaUBbWCOuuTh0o/g7DSsk6kc2vrS4Vl5oPOQ=="],
 
     "@jridgewell/gen-mapping": ["@jridgewell/[email protected]", "", { "dependencies": { "@jridgewell/set-array": "^1.2.1", "@jridgewell/sourcemap-codec": "^1.4.10", "@jridgewell/trace-mapping": "^0.3.24" } }, "sha512-imAbBGkb+ebQyxKgzv5Hu2nmROxoDOXHh80evxdoXNOrvAnVx7zimzc1Oo5h9RlfV4vPXaE2iM5pOFbvOCClWA=="],
 
@@ -383,35 +385,35 @@
 
     "@swc/types": ["@swc/[email protected]", "", { "dependencies": { "@swc/counter": "^0.1.3" } }, "sha512-V5gRru+aD8YVyCOMAjMpWR1Ui577DD5KSJsHP8RAxopAH22jFz6GZd/qxqjO6MJHQhcsjvjOFXyDhyLQUnMveQ=="],
 
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+    "@tailwindcss/node": ["@tailwindcss/[email protected].8", "", { "dependencies": { "enhanced-resolve": "^5.18.1", "jiti": "^2.4.2", "tailwindcss": "4.0.8" } }, "sha512-FKArQpbrbwv08TNT0k7ejYXpF+R8knZFAatNc0acOxbgeqLzwb86r+P3LGOjIeI3Idqe9CVkZrh4GlsJLJKkkw=="],
 
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+    "@tailwindcss/oxide-freebsd-x64": ["@tailwindcss/[email protected].8", "", { "os": "freebsd", "cpu": "x64" }, "sha512-SO+dyvjJV9G94bnmq2288Ke0BIdvrbSbvtPLaQdqjqHR83v5L2fWADyFO+1oecHo9Owsk8MxcXh1agGVPIKIqw=="],
 
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+    "@tailwindcss/oxide-linux-arm-gnueabihf": ["@tailwindcss/[email protected].8", "", { "os": "linux", "cpu": "arm" }, "sha512-ZSHggWiEblQNV69V0qUK5vuAtHP+I+S2eGrKGJ5lPgwgJeAd6GjLsVBN+Mqn2SPVfYM3BOpS9jX/zVg9RWQVDQ=="],
 
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+    "@tailwindcss/oxide-linux-arm64-musl": ["@tailwindcss/[email protected].8", "", { "os": "linux", "cpu": "arm64" }, "sha512-5tz2IL7LN58ssGEq7h/staD7pu/izF/KeMWdlJ86WDe2Ah46LF3ET6ZGKTr5eZMrnEA0M9cVFuSPprKRHNgjeg=="],
 
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+    "@tailwindcss/oxide-linux-x64-musl": ["@tailwindcss/[email protected].8", "", { "os": "linux", "cpu": "x64" }, "sha512-yFYKG5UtHTRimjtqxUWXBgI4Tc6NJe3USjRIVdlTczpLRxq/SFwgzGl5JbatCxgSRDPBFwRrNPxq+ukfQFGdrw=="],
 
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+    "@tailwindcss/oxide-win32-arm64-msvc": ["@tailwindcss/[email protected].8", "", { "os": "win32", "cpu": "arm64" }, "sha512-tndGujmCSba85cRCnQzXgpA2jx5gXimyspsUYae5jlPyLRG0RjXbDshFKOheVXU4TLflo7FSG8EHCBJ0EHTKdQ=="],
 
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+    "@tailwindcss/oxide-win32-x64-msvc": ["@tailwindcss/[email protected].8", "", { "os": "win32", "cpu": "x64" }, "sha512-T77jroAc0p4EHVVgTUiNeFn6Nj3jtD3IeNId2X+0k+N1XxfNipy81BEkYErpKLiOkNhpNFjPee8/ZVas29b2OQ=="],
 
-    "@tailwindcss/vite": ["@tailwindcss/[email protected].6", "", { "dependencies": { "@tailwindcss/node": "^4.0.6", "@tailwindcss/oxide": "^4.0.6", "lightningcss": "^1.29.1", "tailwindcss": "4.0.6" }, "peerDependencies": { "vite": "^5.2.0 || ^6" } }, "sha512-O25vZ/URWbZ2JHdk2o8wH7jOKqEGCsYmX3GwGmYS5DjE4X3mpf93a72Rn7VRnefldNauBzr5z2hfZptmBNtTUQ=="],
+    "@tailwindcss/vite": ["@tailwindcss/[email protected].8", "", { "dependencies": { "@tailwindcss/node": "4.0.8", "@tailwindcss/oxide": "4.0.8", "lightningcss": "^1.29.1", "tailwindcss": "4.0.8" }, "peerDependencies": { "vite": "^5.2.0 || ^6" } }, "sha512-+SAq44yLzYlzyrb7QTcFCdU8Xa7FOA0jp+Xby7fPMUie+MY9HhJysM7Vp+vL8qIp8ceQJfLD+FjgJuJ4lL6nyg=="],
 
-    "@types/bun": ["@types/[email protected].2", "", { "dependencies": { "bun-types": "1.2.2" } }, "sha512-tr74gdku+AEDN5ergNiBnplr7hpDp3V1h7fqI2GcR/rsUaM39jpSeKH0TFibRvU0KwniRx5POgaYnaXbk0hU+w=="],
+    "@types/bun": ["@types/[email protected].3", "", { "dependencies": { "bun-types": "1.2.3" } }, "sha512-054h79ipETRfjtsCW9qJK8Ipof67Pw9bodFWmkfkaUaRiIQ1dIV2VTlheshlBx3mpKr0KeK8VqnMMCtgN9rQtw=="],
 
     "@types/debug": ["@types/[email protected]", "", { "dependencies": { "@types/ms": "*" } }, "sha512-vIChWdVG3LG1SMxEvI/AK+FWJthlrqlTu7fbrlywTkkaONwk/UAGaULXRlf8vkzFBLVm0zkMdCquhL5aOjhXPQ=="],
 
@@ -429,7 +431,7 @@
 
     "@types/ms": ["@types/[email protected]", "", {}, "sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA=="],
 
-    "@types/node": ["@types/[email protected].4", "", { "dependencies": { "undici-types": "~6.20.0" } }, "sha512-ywP2X0DYtX3y08eFVx5fNIw7/uIv8hYUKgXoK8oayJlLnKcRfEYCxWMVE1XagUdVtCJlZT1AU4LXEABW+L1Peg=="],
+    "@types/node": ["@types/[email protected].5", "", { "dependencies": { "undici-types": "~6.20.0" } }, "sha512-+lTU0PxZXn0Dr1NBtC7Y8cR21AJr87dLLU953CWA6pMxxv/UDc7jYAY90upcrie1nRcD6XNG5HOYEDtgW5TxAg=="],
 
     "@types/parse-json": ["@types/[email protected]", "", {}, "sha512-dISoDXWWQwUquiKsyZ4Ng+HX2KsPL7LyHKHQwgGFEA3IaKac4Obd+h2a/a6waisAoepJlBcx9paWqjA8/HVjCw=="],
 
@@ -439,6 +441,8 @@
 
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+    "@types/react-syntax-highlighter": ["@types/[email protected]", "", { "dependencies": { "@types/react": "*" } }, "sha512-uLGJ87j6Sz8UaBAooU0T6lWJ0dBmjZgN1PZTrj05TNql2/XpC6+4HhMT5syIdFUUt+FASfCeLLv4kBygNU+8qA=="],
+
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     "@types/seedrandom": ["@types/[email protected]", "", {}, "sha512-TY1eezMU2zH2ozQoAFAQFOPpvP15g+ZgSfTZt31AUUH/Rxtnz3H+A/Sv1Snw2/amp//omibc+AEkTaA8KUeOLQ=="],
@@ -447,21 +451,21 @@
 
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+    "@typescript-eslint/utils": ["@typescript-eslint/[email protected].1", "", { "dependencies": { "@eslint-community/eslint-utils": "^4.4.0", "@typescript-eslint/scope-manager": "8.24.1", "@typescript-eslint/types": "8.24.1", "@typescript-eslint/typescript-estree": "8.24.1" }, "peerDependencies": { "eslint": "^8.57.0 || ^9.0.0", "typescript": ">=4.8.4 <5.8.0" } }, "sha512-OOcg3PMMQx9EXspId5iktsI3eMaXVwlhC8BvNnX6B5w9a4dVgpkQZuU8Hy67TolKcl+iFWq0XX+jbDGN4xWxjQ=="],
 
-    "@typescript-eslint/visitor-keys": ["@typescript-eslint/[email protected].0", "", { "dependencies": { "@typescript-eslint/types": "8.24.0", "eslint-visitor-keys": "^4.2.0" } }, "sha512-kArLq83QxGLbuHrTMoOEWO+l2MwsNS2TGISEdx8xgqpkbytB07XmlQyQdNDrCc1ecSqx0cnmhGvpX+VBwqqSkg=="],
+    "@typescript-eslint/visitor-keys": ["@typescript-eslint/[email protected].1", "", { "dependencies": { "@typescript-eslint/types": "8.24.1", "eslint-visitor-keys": "^4.2.0" } }, "sha512-EwVHlp5l+2vp8CoqJm9KikPZgi3gbdZAtabKT9KPShGeOcJhsv4Zdo3oc8T8I0uKEmYoU4ItyxbptjF08enaxg=="],
 
     "@ungap/structured-clone": ["@ungap/[email protected]", "", {}, "sha512-WmoN8qaIAo7WTYWbAZuG8PYEhn5fkz7dZrqTBZ7dtt//lL2Gwms1IcnQ5yHqjDfX8Ft5j4YzDM23f87zBfDe9g=="],
 
@@ -515,7 +519,7 @@
 
     "braces": ["[email protected]", "", { "dependencies": { "fill-range": "^7.1.1" } }, "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA=="],
 
-    "bun-types": ["[email protected].2", "", { "dependencies": { "@types/node": "*", "@types/ws": "~8.5.10" } }, "sha512-RCbMH5elr9gjgDGDhkTTugA21XtJAy/9jkKe/G3WR2q17VPGhcquf9Sir6uay9iW+7P/BV0CAHA1XlHXMAVKHg=="],
+    "bun-types": ["[email protected].3", "", { "dependencies": { "@types/node": "*", "@types/ws": "~8.5.10" } }, "sha512-P7AeyTseLKAvgaZqQrvp3RqFM3yN9PlcLuSTe7SoJOfZkER73mLdT2vEQi8U64S1YvM/ldcNiQjn0Sn7H9lGgg=="],
 
     "call-bind": ["[email protected]", "", { "dependencies": { "call-bind-apply-helpers": "^1.0.0", "es-define-property": "^1.0.0", "get-intrinsic": "^1.2.4", "set-function-length": "^1.2.2" } }, "sha512-oKlSFMcMwpUg2ednkhQ454wfWiU/ul3CkJe/PEHcTKuiX6RpbehUiFMXu13HalGZxfUwCQzZG747YXBn1im9ww=="],
 
@@ -529,13 +533,13 @@
 
     "chalk": ["[email protected]", "", { "dependencies": { "ansi-styles": "^4.1.0", "supports-color": "^7.1.0" } }, "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA=="],
 
-    "character-entities": ["character-entities@2.0.2", "", {}, "sha512-shx7oQ0Awen/BRIdkjkvz54PnEEI/EjwXDSIZp86/KKdbafHh1Df/RYGBhn4hbe2+uKC9FnT5UCEdyPz3ai9hQ=="],
+    "character-entities": ["character-entities@1.2.4", "", {}, "sha512-iBMyeEHxfVnIakwOuDXpVkc54HijNgCyQB2w0VfGQThle6NXn50zU6V/u+LDhxHcDUPojn6Kpga3PTAD8W1bQw=="],
 
     "character-entities-html4": ["[email protected]", "", {}, "sha512-1v7fgQRj6hnSwFpq1Eu0ynr/CDEw0rXo2B61qXrLNdHZmPKgb7fqS1a2JwF0rISo9q77jDI8VMEHoApn8qDoZA=="],
 
-    "character-entities-legacy": ["character-entities-legacy@3.0.0", "", {}, "sha512-RpPp0asT/6ufRm//AJVwpViZbGM/MkjQFxJccQRHmISF/22NBtsHqAWmL+/pmkPWoIUJdWyeVleTl1wydHATVQ=="],
+    "character-entities-legacy": ["character-entities-legacy@1.1.4", "", {}, "sha512-3Xnr+7ZFS1uxeiUDvV02wQ+QDbc55o97tIV5zHScSPJpcLm/r0DFPcoY3tYRp+VZukxuMeKgXYmsXQHO05zQeA=="],
 
-    "character-reference-invalid": ["character-reference-invalid@2.0.1", "", {}, "sha512-iBZ4F4wRbyORVsu0jPV7gXkOsGYjGHPmAyv+HiHG8gi5PtC9KI2j1+v8/tlibRvjoWX027ypmG/n0HtO5t7unw=="],
+    "character-reference-invalid": ["character-reference-invalid@1.1.4", "", {}, "sha512-mKKUkUbhPpQlCOfIuZkvSEgktjPFIsZKRRbC6KWVEMvlzblj3i3asQv5ODsrwt0N3pHAEvjP8KTQPHkp0+6jOg=="],
 
     "class-variance-authority": ["[email protected]", "", { "dependencies": { "clsx": "^2.1.1" } }, "sha512-Ka+9Trutv7G8M6WT6SeiRWz792K5qEqIGEGzXKhAE6xOWAY6pPH8U+9IY3oCMv6kqTmLsv7Xh/2w2RigkePMsg=="],
 
@@ -619,7 +623,7 @@
 
     "escape-string-regexp": ["[email protected]", "", {}, "sha512-TtpcNJ3XAzx3Gq8sWRzJaVajRs0uVxA2YAkdb1jm2YkPz4G6egUFAyA3n5vtEIZefPk5Wa4UXbKuS5fKkJWdgA=="],
 
-    "eslint": ["eslint@9.20.1", "", { "dependencies": { "@eslint-community/eslint-utils": "^4.2.0", "@eslint-community/regexpp": "^4.12.1", "@eslint/config-array": "^0.19.0", "@eslint/core": "^0.11.0", "@eslint/eslintrc": "^3.2.0", "@eslint/js": "9.20.0", "@eslint/plugin-kit": "^0.2.5", "@humanfs/node": "^0.16.6", "@humanwhocodes/module-importer": "^1.0.1", "@humanwhocodes/retry": "^0.4.1", "@types/estree": "^1.0.6", "@types/json-schema": "^7.0.15", "ajv": "^6.12.4", "chalk": "^4.0.0", "cross-spawn": "^7.0.6", "debug": "^4.3.2", "escape-string-regexp": "^4.0.0", "eslint-scope": "^8.2.0", "eslint-visitor-keys": "^4.2.0", "espree": "^10.3.0", "esquery": "^1.5.0", "esutils": "^2.0.2", "fast-deep-equal": "^3.1.3", "file-entry-cache": "^8.0.0", "find-up": "^5.0.0", "glob-parent": "^6.0.2", "ignore": "^5.2.0", "imurmurhash": "^0.1.4", "is-glob": "^4.0.0", "json-stable-stringify-without-jsonify": "^1.0.1", "lodash.merge": "^4.6.2", "minimatch": "^3.1.2", "natural-compare": "^1.4.0", "optionator": "^0.9.3" }, "peerDependencies": { "jiti": "*" }, "optionalPeers": ["jiti"], "bin": { "eslint": "bin/eslint.js" } }, "sha512-m1mM33o6dBUjxl2qb6wv6nGNwCAsns1eKtaQ4l/NPHeTvhiUPbtdfMyktxN4B3fgHIgsYh1VT3V9txblpQHq+g=="],
+    "eslint": ["eslint@9.21.0", "", { "dependencies": { "@eslint-community/eslint-utils": "^4.2.0", "@eslint-community/regexpp": "^4.12.1", "@eslint/config-array": "^0.19.2", "@eslint/core": "^0.12.0", "@eslint/eslintrc": "^3.3.0", "@eslint/js": "9.21.0", "@eslint/plugin-kit": "^0.2.7", "@humanfs/node": "^0.16.6", "@humanwhocodes/module-importer": "^1.0.1", "@humanwhocodes/retry": "^0.4.2", "@types/estree": "^1.0.6", "@types/json-schema": "^7.0.15", "ajv": "^6.12.4", "chalk": "^4.0.0", "cross-spawn": "^7.0.6", "debug": "^4.3.2", "escape-string-regexp": "^4.0.0", "eslint-scope": "^8.2.0", "eslint-visitor-keys": "^4.2.0", "espree": "^10.3.0", "esquery": "^1.5.0", "esutils": "^2.0.2", "fast-deep-equal": "^3.1.3", "file-entry-cache": "^8.0.0", "find-up": "^5.0.0", "glob-parent": "^6.0.2", "ignore": "^5.2.0", "imurmurhash": "^0.1.4", "is-glob": "^4.0.0", "json-stable-stringify-without-jsonify": "^1.0.1", "lodash.merge": "^4.6.2", "minimatch": "^3.1.2", "natural-compare": "^1.4.0", "optionator": "^0.9.3" }, "peerDependencies": { "jiti": "*" }, "optionalPeers": ["jiti"], "bin": { "eslint": "bin/eslint.js" } }, "sha512-KjeihdFqTPhOMXTt7StsDxriV4n66ueuF/jfPNC3j/lduHwr/ijDwJMsF+wyMJethgiKi5wniIE243vi07d3pg=="],
 
     "eslint-config-prettier": ["[email protected]", "", { "peerDependencies": { "eslint": ">=7.0.0" }, "bin": { "eslint-config-prettier": "build/bin/cli.js" } }, "sha512-lZBts941cyJyeaooiKxAtzoPHTN+GbQTJFAIdQbRhA4/8whaAraEh47Whw/ZFfrjNSnlAxqfm9i0XVAEkULjCw=="],
 
@@ -659,6 +663,8 @@
 
     "fastq": ["[email protected]", "", { "dependencies": { "reusify": "^1.0.4" } }, "sha512-7SFSRCNjBQIZH/xZR3iy5iQYR8aGBE0h3VG6/cwlbrpdciNYBMotQav8c1XI3HjHH+NikUpP53nPdlZSdWmFzA=="],
 
+    "fault": ["[email protected]", "", { "dependencies": { "format": "^0.2.0" } }, "sha512-CJ0HCB5tL5fYTEA7ToAq5+kTwd++Borf1/bifxd9iT70QcXr4MRrO3Llf8Ifs70q+SJcGHFtnIE/Nw6giCtECA=="],
+
     "file-entry-cache": ["[email protected]", "", { "dependencies": { "flat-cache": "^4.0.0" } }, "sha512-XXTUwCvisa5oacNGRP9SfNtYBNAMi+RPwBFmblZEF7N7swHYQS6/Zfk7SRwx4D5j3CH211YNRco1DEMNVfZCnQ=="],
 
     "file-selector": ["[email protected]", "", { "dependencies": { "tslib": "^2.7.0" } }, "sha512-QgXo+mXTe8ljeqUFaX3QVHc5osSItJ/Km+xpocx0aSqWGMSCf6qYs/VnzZgS864Pjn5iceMRFigeAV7AfTlaig=="],
@@ -679,6 +685,8 @@
 
     "form-data": ["[email protected]", "", { "dependencies": { "asynckit": "^0.4.0", "combined-stream": "^1.0.8", "mime-types": "^2.1.12" } }, "sha512-tzN8e4TX8+kkxGPK8D5u0FNmjPUjw3lwC9lSLxxoB/+GtsJG91CO8bSWy73APlgAZzZbXEYZJuxjkHH2w+Ezhw=="],
 
+    "format": ["[email protected]", "", {}, "sha512-wzsgA6WOq+09wrU1tsJ09udeR/YZRaeArL9e1wPbFg3GG2yDnC2ldKpxs4xunpFF9DgqCqOIra3bc1HWrJ37Ww=="],
+
     "fsevents": ["[email protected]", "", { "os": "darwin" }, "sha512-5xoDfX+fL7faATnagmWPpbFtwh/R77WmMMqqHGS65C3vvB0YHrgF+B1YmZ3441tMj5n63k0212XNoJwzlhffQw=="],
 
     "function-bind": ["[email protected]", "", {}, "sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA=="],
@@ -743,10 +751,18 @@
 
     "hasown": ["[email protected]", "", { "dependencies": { "function-bind": "^1.1.2" } }, "sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ=="],
 
+    "hast-util-parse-selector": ["[email protected]", "", {}, "sha512-7j6mrk/qqkSehsM92wQjdIgWM2/BW61u/53G6xmC8i1OmEdKLHbk419QKQUjz6LglWsfqoiHmyMRkP1BGjecNQ=="],
+
     "hast-util-to-jsx-runtime": ["[email protected]", "", { "dependencies": { "@types/estree": "^1.0.0", "@types/hast": "^3.0.0", "@types/unist": "^3.0.0", "comma-separated-tokens": "^2.0.0", "devlop": "^1.0.0", "estree-util-is-identifier-name": "^3.0.0", "hast-util-whitespace": "^3.0.0", "mdast-util-mdx-expression": "^2.0.0", "mdast-util-mdx-jsx": "^3.0.0", "mdast-util-mdxjs-esm": "^2.0.0", "property-information": "^6.0.0", "space-separated-tokens": "^2.0.0", "style-to-object": "^1.0.0", "unist-util-position": "^5.0.0", "vfile-message": "^4.0.0" } }, "sha512-1ngXYb+V9UT5h+PxNRa1O1FYguZK/XL+gkeqvp7EdHlB9oHUG0eYRo/vY5inBdcqo3RkPMC58/H94HvkbfGdyg=="],
 
     "hast-util-whitespace": ["[email protected]", "", { "dependencies": { "@types/hast": "^3.0.0" } }, "sha512-88JUN06ipLwsnv+dVn+OIYOvAuvBMy/Qoi6O7mQHxdPXpjy+Cd6xRkWwux7DKO+4sYILtLBRIKgsdpS2gQc7qw=="],
 
+    "hastscript": ["[email protected]", "", { "dependencies": { "@types/hast": "^2.0.0", "comma-separated-tokens": "^1.0.0", "hast-util-parse-selector": "^2.0.0", "property-information": "^5.0.0", "space-separated-tokens": "^1.0.0" } }, "sha512-nDM6bvd7lIqDUiYEiu5Sl/+6ReP0BMk/2f4U/Rooccxkj0P5nm+acM5PrGJ/t5I8qPGiqZSE6hVAwZEdZIvP4w=="],
+
+    "highlight.js": ["[email protected]", "", {}, "sha512-tzcUFauisWKNHaRkN4Wjl/ZA07gENAjFl3J/c480dprkGTg5EQstgaNFqBfUqCq54kZRIEcreTsAgF/m2quD7A=="],
+
+    "highlightjs-vue": ["[email protected]", "", {}, "sha512-PDEfEF102G23vHmPhLyPboFCD+BkMGu+GuJe2d9/eH4FsCwvgBpnc9n0pGE+ffKdph38s6foEZiEjdgHdzp+IA=="],
+
     "hoist-non-react-statics": ["[email protected]", "", { "dependencies": { "react-is": "^16.7.0" } }, "sha512-/gGivxi8JPKWNm/W0jSmzcMPpfpPLc3dY/6GxhX2hQ9iGj3aDfklV4ET7NjKpSinLpJ5vafa9iiGIEZg10SfBw=="],
 
     "html-url-attributes": ["[email protected]", "", {}, "sha512-ol6UPyBWqsrO6EJySPz2O7ZSr856WDrEzM5zMqp+FJJLGMW35cLYmmZnl0vztAZxRUoNZJFTCohfjuIJ8I4QBQ=="],
@@ -761,9 +777,9 @@
 
     "internal-slot": ["[email protected]", "", { "dependencies": { "es-errors": "^1.3.0", "hasown": "^2.0.2", "side-channel": "^1.1.0" } }, "sha512-4gd7VpWNQNB4UKKCFFVcp1AVv+FMOgs9NKzjHKusc8jTMhd5eL1NqQqOpE0KzMds804/yHlglp3uxgluOqAPLw=="],
 
-    "is-alphabetical": ["is-alphabetical@2.0.1", "", {}, "sha512-FWyyY60MeTNyeSRpkM2Iry0G9hpr7/9kD40mD/cGQEuilcZYS4okz8SN2Q6rLCJ8gbCt6fN+rC+6tMGS99LaxQ=="],
+    "is-alphabetical": ["is-alphabetical@1.0.4", "", {}, "sha512-DwzsA04LQ10FHTZuL0/grVDk4rFoVH1pjAToYwBrHSxcrBIGQuXrQMtD5U1b0U2XVgKZCTLLP8u2Qxqhy3l2Vg=="],
 
-    "is-alphanumerical": ["is-alphanumerical@2.0.1", "", { "dependencies": { "is-alphabetical": "^2.0.0", "is-decimal": "^2.0.0" } }, "sha512-hmbYhX/9MUMF5uh7tOXyK/n0ZvWpad5caBA17GsC6vyuCqaWliRG5K1qS9inmUhEMaOBIW7/whAnSwveW/LtZw=="],
+    "is-alphanumerical": ["is-alphanumerical@1.0.4", "", { "dependencies": { "is-alphabetical": "^1.0.0", "is-decimal": "^1.0.0" } }, "sha512-UzoZUr+XfVz3t3v4KyGEniVL9BDRoQtY7tOyrRybkVNjDFWyo1yhXNGrrBTQxp3ib9BLAWs7k2YKBQsFRkZG9A=="],
 
     "is-array-buffer": ["[email protected]", "", { "dependencies": { "call-bind": "^1.0.8", "call-bound": "^1.0.3", "get-intrinsic": "^1.2.6" } }, "sha512-DDfANUiiG2wC1qawP66qlTugJeL5HyzMpfr8lLK+jMQirGzNod0B12cFB/9q838Ru27sBwfw78/rdoU7RERz6A=="],
 
@@ -783,7 +799,7 @@
 
     "is-date-object": ["[email protected]", "", { "dependencies": { "call-bound": "^1.0.2", "has-tostringtag": "^1.0.2" } }, "sha512-PwwhEakHVKTdRNVOw+/Gyh0+MzlCl4R6qKvkhuvLtPMggI1WAHt9sOwZxQLSGpUaDnrdyDsomoRgNnCfKNSXXg=="],
 
-    "is-decimal": ["is-decimal@2.0.1", "", {}, "sha512-AAB9hiomQs5DXWcRB1rqsxGUstbRroFOPPVAomNk/3XHR5JyEZChOyTWe2oayKnsSsr/kcGqF+z6yuH6HHpN0A=="],
+    "is-decimal": ["is-decimal@1.0.4", "", {}, "sha512-RGdriMmQQvZ2aqaQq3awNA6dCGtKpiDFcOzrTWrDAT2MiWrKQVPmxLGHl7Y2nNu6led0kEyoX0enY0qXYsv9zw=="],
 
     "is-extglob": ["[email protected]", "", {}, "sha512-SbKbANkN603Vi4jEZv49LeVJMn4yGwsbzZworEoyEiutsN3nJYdbO36zfhGJ6QEDpOZIFkDtnq5JRxmvl3jsoQ=="],
 
@@ -793,7 +809,7 @@
 
     "is-glob": ["[email protected]", "", { "dependencies": { "is-extglob": "^2.1.1" } }, "sha512-xelSayHH36ZgE7ZWhli7pW34hNbNl8Ojv5KVmkJD4hBdD3th8Tfk9vYasLM+mXWOZhFkgZfxhLSnrwRr4elSSg=="],
 
-    "is-hexadecimal": ["is-hexadecimal@2.0.1", "", {}, "sha512-DgZQp241c8oO6cA1SbTEWiXeoxV42vlcJxgH+B3hi1AiqqKruZR3ZGF8In3fj4+/y/7rHvlOZLZtgJ/4ttYGZg=="],
+    "is-hexadecimal": ["is-hexadecimal@1.0.4", "", {}, "sha512-gyPJuv83bHMpocVYoqof5VDiZveEoGoFL8m3BXNb2VW8Xs+rz9kqO8LOQ5DH6EsuvilT1ApazU0pyl+ytbPtlw=="],
 
     "is-map": ["[email protected]", "", {}, "sha512-1Qed0/Hr2m+YqxnM09CjA2d/i6YZNfF6R2oRAOj36eUdS6qIV/huPJNSEpKbupewFs+ZsJlxsjjPbc0/afW6Lw=="],
 
@@ -883,6 +899,8 @@
 
     "loose-envify": ["[email protected]", "", { "dependencies": { "js-tokens": "^3.0.0 || ^4.0.0" }, "bin": { "loose-envify": "cli.js" } }, "sha512-lyuxPGr/Wfhrlem2CL/UcnUc1zcqKAImBDzukY7Y5F/yQiNdko6+fRLevlw1HgMySw7f611UIY408EtxRSoK3Q=="],
 
+    "lowlight": ["[email protected]", "", { "dependencies": { "fault": "^1.0.0", "highlight.js": "~10.7.0" } }, "sha512-8Ktj+prEb1RoCPkEOrPMYUN/nCggB7qAWe3a7OpMjWQkh3l2RD5wKRQ+o8Q8YuI9RG/xs95waaI/E6ym/7NsTw=="],
+
     "lucide-react": ["[email protected]", "", { "peerDependencies": { "react": "^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-NJzvVu1HwFVeZ+Gwq2q00KygM1aBhy/ZrhY9FsAgJtpB+E4R7uxRk9M2iKvHa6/vNxZydIB59htha4c2vvwvVg=="],
 
     "markdown-table": ["[email protected]", "", {}, "sha512-wiYz4+JrLyb/DqW2hkFJxP7Vd7JuTDm77fvbM8VfEQdmSMqcImWeeRbHwZjBjIFki/VaMK2BhFi7oUUZeM5bqw=="],
@@ -991,7 +1009,7 @@
 
     "minimatch": ["[email protected]", "", { "dependencies": { "brace-expansion": "^1.1.7" } }, "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw=="],
 
-    "minisearch": ["[email protected].1", "", {}, "sha512-b3YZEYCEH4EdCAtYP7OlDyx7FdPwNzuNwLQ34SfJpM9dlbBZzeXndGavTrC+VCiRWomL21SWfMc6SCKO/U2ZNw=="],
+    "minisearch": ["[email protected].2", "", {}, "sha512-R1Pd9eF+MD5JYDDSPAp/q1ougKglm14uEkPMvQ/05RGmx6G9wvmLTrTI/Q5iPNJLYqNdsDQ7qTGIcNWR+FrHmA=="],
 
     "mnemonist": ["[email protected]", "", { "dependencies": { "obliterator": "^2.0.1" } }, "sha512-vyWo2K3fjrUw8YeeZ1zF0fy6Mu59RHokURlld8ymdUPjMlD9EC9ov1/YPqTgqRvUN9nTr3Gqfz29LYAmu0PHPQ=="],
 
@@ -1029,7 +1047,7 @@
 
     "parent-module": ["[email protected]", "", { "dependencies": { "callsites": "^3.0.0" } }, "sha512-GQ2EWRpQV8/o+Aw8YqtfZZPfNRWZYkbidE9k5rpl/hC3vtHHBfGm2Ifi6qWV+coDGkrUKZAxE3Lot5kcsRlh+g=="],
 
-    "parse-entities": ["parse-entities@4.0.2", "", { "dependencies": { "@types/unist": "^2.0.0", "character-entities-legacy": "^3.0.0", "character-reference-invalid": "^2.0.0", "decode-named-character-reference": "^1.0.0", "is-alphanumerical": "^2.0.0", "is-decimal": "^2.0.0", "is-hexadecimal": "^2.0.0" } }, "sha512-GG2AQYWoLgL877gQIKeRPGO1xF9+eG1ujIb5soS5gPvLQ1y2o8FL90w2QWNdf9I361Mpp7726c+lj3U0qK1uGw=="],
+    "parse-entities": ["parse-entities@2.0.0", "", { "dependencies": { "character-entities": "^1.0.0", "character-entities-legacy": "^1.0.0", "character-reference-invalid": "^1.0.0", "is-alphanumerical": "^1.0.0", "is-decimal": "^1.0.0", "is-hexadecimal": "^1.0.0" } }, "sha512-kkywGpCcRYhqQIchaWqZ875wzpS/bMKhz5HnN3p7wveJTkTtyAB/AlnS0f8DFSqYW1T82t6yEAkEcB+A1I3MbQ=="],
 
     "parse-json": ["[email protected]", "", { "dependencies": { "@babel/code-frame": "^7.0.0", "error-ex": "^1.3.1", "json-parse-even-better-errors": "^2.3.0", "lines-and-columns": "^1.1.6" } }, "sha512-ayCKvm/phCGxOkYRSCM82iDwct8/EonSEgCSxWxD7ve6jHggsFl4fZVQBPRNgQoKiuV/odhFrGzQXZwbifC8Rg=="],
 
@@ -1047,16 +1065,18 @@
 
     "possible-typed-array-names": ["[email protected]", "", {}, "sha512-/+5VFTchJDoVj3bhoqi6UeymcD00DAwb1nJwamzPvHEszJ4FpF6SNNbUbOS8yI56qHzdV8eK0qEfOSiodkTdxg=="],
 
-    "postcss": ["[email protected].1", "", { "dependencies": { "nanoid": "^3.3.8", "picocolors": "^1.1.1", "source-map-js": "^1.2.1" } }, "sha512-6oz2beyjc5VMn/KV1pPw8fliQkhBXrVn1Z3TVyqZxU8kZpzEKhBdmCFqI6ZbmGtamQvQGuU1sgPTk8ZrXDD7jQ=="],
+    "postcss": ["[email protected].3", "", { "dependencies": { "nanoid": "^3.3.8", "picocolors": "^1.1.1", "source-map-js": "^1.2.1" } }, "sha512-dle9A3yYxlBSrt8Fu+IpjGT8SY8hN0mlaA6GY8t0P5PjIOZemULz/E2Bnm/2dcUOena75OTNkHI76uZBNUUq3A=="],
 
     "prelude-ls": ["[email protected]", "", {}, "sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g=="],
 
-    "prettier": ["[email protected].1", "", { "bin": { "prettier": "bin/prettier.cjs" } }, "sha512-hPpFQvHwL3Qv5AdRvBFMhnKo4tYxp0ReXiPn2bxkiohEX6mBeBwEpBSQTkD458RaaDKQMYSp4hX4UtfUTA5wDw=="],
+    "prettier": ["[email protected].2", "", { "bin": { "prettier": "bin/prettier.cjs" } }, "sha512-lc6npv5PH7hVqozBR7lkBNOGXV9vMwROAPlumdBkX0wTbbzPu/U1hk5yL8p2pt4Xoc+2mkT8t/sow2YrV/M5qg=="],
 
     "prettier-plugin-tailwindcss": ["[email protected]", "", { "peerDependencies": { "@ianvs/prettier-plugin-sort-imports": "*", "@prettier/plugin-pug": "*", "@shopify/prettier-plugin-liquid": "*", "@trivago/prettier-plugin-sort-imports": "*", "@zackad/prettier-plugin-twig": "*", "prettier": "^3.0", "prettier-plugin-astro": "*", "prettier-plugin-css-order": "*", "prettier-plugin-import-sort": "*", "prettier-plugin-jsdoc": "*", "prettier-plugin-marko": "*", "prettier-plugin-multiline-arrays": "*", "prettier-plugin-organize-attributes": "*", "prettier-plugin-organize-imports": "*", "prettier-plugin-sort-imports": "*", "prettier-plugin-style-order": "*", "prettier-plugin-svelte": "*" }, "optionalPeers": ["@ianvs/prettier-plugin-sort-imports", "@prettier/plugin-pug", "@shopify/prettier-plugin-liquid", "@trivago/prettier-plugin-sort-imports", "@zackad/prettier-plugin-twig", "prettier-plugin-astro", "prettier-plugin-css-order", "prettier-plugin-import-sort", "prettier-plugin-jsdoc", "prettier-plugin-marko", "prettier-plugin-multiline-arrays", "prettier-plugin-organize-attributes", "prettier-plugin-organize-imports", "prettier-plugin-sort-imports", "prettier-plugin-style-order", "prettier-plugin-svelte"] }, "sha512-YxaYSIvZPAqhrrEpRtonnrXdghZg1irNg4qrjboCXrpybLWVs55cW2N3juhspVJiO0JBvYJT8SYsJpc8OQSnsA=="],
 
     "prism-react-renderer": ["[email protected]", "", { "dependencies": { "@types/prismjs": "^1.26.0", "clsx": "^2.0.0" }, "peerDependencies": { "react": ">=16.0.0" } }, "sha512-ey8Ls/+Di31eqzUxC46h8MksNuGx/n0AAC8uKpwFau4RPDYLuE3EXTp8N8G2vX2N7UC/+IXeNUnlWBGGcAG+Ig=="],
 
+    "prismjs": ["[email protected]", "", {}, "sha512-Kx/1w86q/epKcmte75LNrEoT+lX8pBpavuAbvJWRXar7Hz8jrtF+e3vY751p0R8H9HdArwaCTNDDzHg/ScJK1Q=="],
+
     "prop-types": ["[email protected]", "", { "dependencies": { "loose-envify": "^1.4.0", "object-assign": "^4.1.1", "react-is": "^16.13.1" } }, "sha512-oj87CgZICdulUohogVAR7AjlC0327U4el4L6eAvOqCeudMDVU0NThNaV+b9Df4dXgSP1gXMTnPdhfe/2qDH5cg=="],
 
     "property-information": ["[email protected]", "", {}, "sha512-PgTgs/BlvHxOu8QuEN7wi5A0OmXaBcHpmCSTehcs6Uuu9IkDIEo13Hy7n898RHfrQ49vKCoGeWZSaAK01nwVig=="],
@@ -1071,11 +1091,11 @@
 
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-    "react-dropzone": ["[email protected].5", "", { "dependencies": { "attr-accept": "^2.2.4", "file-selector": "^2.1.0", "prop-types": "^15.8.1" }, "peerDependencies": { "react": ">= 16.8 || 18.0.0" } }, "sha512-9nDUaEEpqZLOz5v5SUcFA0CjM4vq8YbqO0WRls+EYT7+DvxUdzDPKNCPLqGfj3YL9MsniCLCD4RFA6M95V6KMQ=="],
+    "react-dropzone": ["[email protected].6", "", { "dependencies": { "attr-accept": "^2.2.4", "file-selector": "^2.1.0", "prop-types": "^15.8.1" }, "peerDependencies": { "react": ">= 16.8 || 18.0.0" } }, "sha512-U792j+x0rcwH/U/Slv/OBNU/LGFYbDLHKKiJoPhNaOianayZevCt4Y5S0CraPssH/6/wT6xhKDfzdXUgCBS0HQ=="],
 
     "react-is": ["[email protected]", "", {}, "sha512-24e6ynE2H+OKt4kqsOvNd8kBpV65zoxbA4BVsEOB3ARVWQki/DHzaUoC5KuON/BiccDaCCTZBuOcfZs70kR8bQ=="],
 
-    "react-markdown": ["[email protected].3", "", { "dependencies": { "@types/hast": "^3.0.0", "devlop": "^1.0.0", "hast-util-to-jsx-runtime": "^2.0.0", "html-url-attributes": "^3.0.0", "mdast-util-to-hast": "^13.0.0", "remark-parse": "^11.0.0", "remark-rehype": "^11.0.0", "unified": "^11.0.0", "unist-util-visit": "^5.0.0", "vfile": "^6.0.0" }, "peerDependencies": { "@types/react": ">=18", "react": ">=18" } }, "sha512-Yk7Z94dbgYTOrdk41Z74GoKA7rThnsbbqBTRYuxoe08qvfQ9tJVhmAKw6BJS/ZORG7kTy/s1QvYzSuaoBA1qfw=="],
+    "react-markdown": ["react-markdown@9.1.0", "", { "dependencies": { "@types/hast": "^3.0.0", "@types/mdast": "^4.0.0", "devlop": "^1.0.0", "hast-util-to-jsx-runtime": "^2.0.0", "html-url-attributes": "^3.0.0", "mdast-util-to-hast": "^13.0.0", "remark-parse": "^11.0.0", "remark-rehype": "^11.0.0", "unified": "^11.0.0", "unist-util-visit": "^5.0.0", "vfile": "^6.0.0" }, "peerDependencies": { "@types/react": ">=18", "react": ">=18" } }, "sha512-xaijuJB0kzGiUdG7nc2MOMDUDBWPyGAjZtUrow9XxUeua8IqeP+VlIfAZ3bphpcLTnSZXz6z9jcVC/TCwbfgdw=="],
 
     "react-number-format": ["[email protected]", "", { "peerDependencies": { "react": "^0.14 || ^15.0.0 || ^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0", "react-dom": "^0.14 || ^15.0.0 || ^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0" } }, "sha512-VCY5hFg/soBighAoGcdE+GagkJq0230qN6jcS5sp8wQX1qy1fYN/RX7/BXkrs0oyzzwqR8/+eSUrqXbGeywdUQ=="],
 
@@ -1087,10 +1107,14 @@
 
     "react-style-singleton": ["[email protected]", "", { "dependencies": { "get-nonce": "^1.0.0", "tslib": "^2.0.0" }, "peerDependencies": { "@types/react": "*", "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-b6jSvxvVnyptAiLjbkWLE/lOnR4lfTtDAl+eUC7RZy+QQWc6wRzIV2CE6xBuMmDxc2qIihtDCZD5NPOFl7fRBQ=="],
 
+    "react-syntax-highlighter": ["[email protected]", "", { "dependencies": { "@babel/runtime": "^7.3.1", "highlight.js": "^10.4.1", "highlightjs-vue": "^1.0.0", "lowlight": "^1.17.0", "prismjs": "^1.27.0", "refractor": "^3.6.0" }, "peerDependencies": { "react": ">= 0.14.0" } }, "sha512-OqJ2/vL7lEeV5zTJyG7kmARppUjiB9h9udl4qHQjjgEos66z00Ia0OckwYfRxCSFrW8RJIBnsBwQsHZbVPspqg=="],
+
     "react-transition-group": ["[email protected]", "", { "dependencies": { "@babel/runtime": "^7.5.5", "dom-helpers": "^5.0.1", "loose-envify": "^1.4.0", "prop-types": "^15.6.2" }, "peerDependencies": { "react": ">=16.6.0", "react-dom": ">=16.6.0" } }, "sha512-pZcd1MCJoiKiBR2NRxeCRg13uCXbydPnmB4EOeRrY7480qNWO8IIgQG6zlDkm6uRMsURXPuKq0GWtiM59a5Q6g=="],
 
     "reflect.getprototypeof": ["[email protected]", "", { "dependencies": { "call-bind": "^1.0.8", "define-properties": "^1.2.1", "es-abstract": "^1.23.9", "es-errors": "^1.3.0", "es-object-atoms": "^1.0.0", "get-intrinsic": "^1.2.7", "get-proto": "^1.0.1", "which-builtin-type": "^1.2.1" } }, "sha512-00o4I+DVrefhv+nX0ulyi3biSHCPDe+yLv5o/p6d/UVlirijB8E16FtfwSAi4g3tcqrQ4lRAqQSoFEZJehYEcw=="],
 
+    "refractor": ["[email protected]", "", { "dependencies": { "hastscript": "^6.0.0", "parse-entities": "^2.0.0", "prismjs": "~1.27.0" } }, "sha512-MY9W41IOWxxk31o+YvFCNyNzdkc9M20NoZK5vq6jkv4I/uh2zkWcfudj0Q1fovjUQJrNewS9NMzeTtqPf+n5EA=="],
+
     "regenerator-runtime": ["[email protected]", "", {}, "sha512-dYnhHh0nJoMfnkZs6GmmhFknAGRrLznOu5nc9ML+EJxGvrx6H7teuevqVqCuPcPK//3eDrrjQhehXVx9cnkGdw=="],
 
     "regexp.prototype.flags": ["[email protected]", "", { "dependencies": { "call-bind": "^1.0.8", "define-properties": "^1.2.1", "es-errors": "^1.3.0", "get-proto": "^1.0.1", "gopd": "^1.2.0", "set-function-name": "^2.0.2" } }, "sha512-dYqgNSZbDwkaJ2ceRd9ojCGjBq+mOm9LmtXnAnEGyHhN/5R7iDW2TRw3h+o/jCFxus3P2LfWIIiwowAjANm7IA=="],
@@ -1179,11 +1203,11 @@
 
     "supports-preserve-symlinks-flag": ["[email protected]", "", {}, "sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w=="],
 
-    "tailwind-merge": ["[email protected].1", "", {}, "sha512-AvzE8FmSoXC7nC+oU5GlQJbip2UO7tmOhOfQyOmPhrStOGXHU08j8mZEHZ4BmCqY5dWTCo4ClWkNyRNx1wpT0g=="],
+    "tailwind-merge": ["[email protected].2", "", {}, "sha512-l7z+OYZ7mu3DTqrL88RiKrKIqO3NcpEO8V/Od04bNpvk0kiIFndGEoqfuzvj4yuhRkHKjRkII2z+KS2HfPcSxw=="],
 
-    "tailwind-scrollbar": ["[email protected].0", "", { "dependencies": { "prism-react-renderer": "^2.4.1" }, "peerDependencies": { "tailwindcss": "4.x" } }, "sha512-elqx9m09VHY8gkrMiyimFO09JlS3AyLFXT0eaLaWPi7ImwHlbZj1ce/AxSis2LtR+ewBGEyUV7URNEMcjP1Z2w=="],
+    "tailwind-scrollbar": ["[email protected].1", "", { "dependencies": { "prism-react-renderer": "^2.4.1" }, "peerDependencies": { "tailwindcss": "4.x" } }, "sha512-j2ZfUI7p8xmSQdlqaCxEb4Mha8ErvWjDVyu2Ke4IstWprQ/6TmIz1GSLE62vsTlXwnMLYhuvbFbIFzaJGOGtMg=="],
 
-    "tailwindcss": ["[email protected].6", "", {}, "sha512-mysewHYJKaXgNOW6pp5xon/emCsfAMnO8WMaGKZZ35fomnR/T5gYnRg2/yRTTrtXiEl1tiVkeRt0eMO6HxEZqw=="],
+    "tailwindcss": ["[email protected].8", "", {}, "sha512-Me7N5CKR+D2A1xdWA5t5+kjjT7bwnxZOE6/yDI/ixJdJokszsn2n++mdU5yJwrsTpqFX2B9ZNMBJDwcqk9C9lw=="],
 
     "tailwindcss-animate": ["[email protected]", "", { "peerDependencies": { "tailwindcss": ">=3.0.0 || insiders" } }, "sha512-bl6mpH3T7I3UFxuvDEXLxy/VuFxBk5bbzplh7tXI68mwMokNYd1t9qPBHlnyTwfa4JGC4zP516I1hYYtQ/vspA=="],
 
@@ -1211,7 +1235,7 @@
 
     "typescript": ["[email protected]", "", { "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" } }, "sha512-84MVSjMEHP+FQRPy3pX9sTVV/INIex71s9TL2Gm5FG/WG1SqXeKyZ0k7/blY/4FdOzI12CBy1vGc4og/eus0fw=="],
 
-    "typescript-eslint": ["[email protected].0", "", { "dependencies": { "@typescript-eslint/eslint-plugin": "8.24.0", "@typescript-eslint/parser": "8.24.0", "@typescript-eslint/utils": "8.24.0" }, "peerDependencies": { "eslint": "^8.57.0 || ^9.0.0", "typescript": ">=4.8.4 <5.8.0" } }, "sha512-/lmv4366en/qbB32Vz5+kCNZEMf6xYHwh1z48suBwZvAtnXKbP+YhGe8OLE2BqC67LMqKkCNLtjejdwsdW6uOQ=="],
+    "typescript-eslint": ["[email protected].1", "", { "dependencies": { "@typescript-eslint/eslint-plugin": "8.24.1", "@typescript-eslint/parser": "8.24.1", "@typescript-eslint/utils": "8.24.1" }, "peerDependencies": { "eslint": "^8.57.0 || ^9.0.0", "typescript": ">=4.8.4 <5.8.0" } }, "sha512-cw3rEdzDqBs70TIcb0Gdzbt6h11BSs2pS0yaq7hDWDBtCCSei1pPSUXE9qUdQ/Wm9NgFg8mKtMt1b8fTHIl1jA=="],
 
     "unbox-primitive": ["[email protected]", "", { "dependencies": { "call-bound": "^1.0.3", "has-bigints": "^1.0.2", "has-symbols": "^1.1.0", "which-boxed-primitive": "^1.1.1" } }, "sha512-nWJ91DjeOkej/TA8pXQ3myruKpKEYgqvpw9lz4OPHj/NWFNluYrjbz9j01CJ8yKQd2g4jFoOkINCTW2I5LEEyw=="],
 
@@ -1245,7 +1269,7 @@
 
     "vfile-message": ["[email protected]", "", { "dependencies": { "@types/unist": "^3.0.0", "unist-util-stringify-position": "^4.0.0" } }, "sha512-jRDZ1IMLttGj41KcZvlrYAaI3CfqpLpfpf+Mfig13viT6NKvRzWZ+lXz0Y5D60w6uJIBAOGq9mSHf0gktF0duw=="],
 
-    "vite": ["[email protected].0", "", { "dependencies": { "esbuild": "^0.24.2", "postcss": "^8.5.1", "rollup": "^4.30.1" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "peerDependencies": { "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0", "jiti": ">=1.21.0", "less": "*", "lightningcss": "^1.21.0", "sass": "*", "sass-embedded": "*", "stylus": "*", "sugarss": "*", "terser": "^5.16.0", "tsx": "^4.8.1", "yaml": "^2.4.2" }, "optionalPeers": ["@types/node", "jiti", "less", "lightningcss", "sass", "sass-embedded", "stylus", "sugarss", "terser", "tsx", "yaml"], "bin": { "vite": "bin/vite.js" } }, "sha512-RjjMipCKVoR4hVfPY6GQTgveinjNuyLw+qruksLDvA5ktI1150VmcMBKmQaEWJhg/j6Uaf6dNCNA0AfdzUb/hQ=="],
+    "vite": ["[email protected].1", "", { "dependencies": { "esbuild": "^0.24.2", "postcss": "^8.5.2", "rollup": "^4.30.1" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "peerDependencies": { "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0", "jiti": ">=1.21.0", "less": "*", "lightningcss": "^1.21.0", "sass": "*", "sass-embedded": "*", "stylus": "*", "sugarss": "*", "terser": "^5.16.0", "tsx": "^4.8.1", "yaml": "^2.4.2" }, "optionalPeers": ["@types/node", "jiti", "less", "lightningcss", "sass", "sass-embedded", "stylus", "sugarss", "terser", "tsx", "yaml"], "bin": { "vite": "bin/vite.js" } }, "sha512-4GgM54XrwRfrOp297aIYspIti66k56v16ZnqHvrIM7mG+HjDlAwS7p+Srr7J6fGvEdOJ5JcQ/D9T7HhtdXDTzA=="],
 
     "which": ["[email protected]", "", { "dependencies": { "isexe": "^2.0.0" }, "bin": { "node-which": "./bin/node-which" } }, "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA=="],
 
@@ -1259,6 +1283,8 @@
 
     "word-wrap": ["[email protected]", "", {}, "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA=="],
 
+    "xtend": ["[email protected]", "", {}, "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ=="],
+
     "yaml": ["[email protected]", "", {}, "sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg=="],
 
     "yocto-queue": ["[email protected]", "", {}, "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q=="],
@@ -1273,8 +1299,6 @@
 
     "@eslint/eslintrc/globals": ["[email protected]", "", {}, "sha512-oahGvuMGQlPw/ivIYBjVSrWAfWLBeku5tpPE2fOPLi+WHffIWbuh2tCjhyQhTBPMf5E9jDEH4FOmTYgYwbKwtQ=="],
 
-    "@eslint/plugin-kit/@eslint/core": ["@eslint/[email protected]", "", { "dependencies": { "@types/json-schema": "^7.0.15" } }, "sha512-gFHJ+xBOo4G3WRlR1e/3G8A6/KZAH6zcE/hkLRCZTi/B9avAG365QhFA8uOGzTMqgTghpn7/fSnscW++dpMSAw=="],
-
     "@humanfs/node/@humanwhocodes/retry": ["@humanwhocodes/[email protected]", "", {}, "sha512-JBxkERygn7Bv/GbN5Rv8Ul6LVknS+5Bp6RgDC/O8gEBU/yeH5Ui5C/OlWrTb6qct7LjjfT6Re2NxB0ln0yYybA=="],
 
     "@types/ws/@types/node": ["@types/[email protected]", "", { "dependencies": { "undici-types": "~6.20.0" } }, "sha512-jK8uzQlrvXqEU91UxiK5J7pKHyzgnI1Qnl0QDHIgVGuolJhRb9EEl28Cj9b3rGR8B2lhFCtvIm5os8lFnO/1Ew=="],
@@ -1285,14 +1309,42 @@
 
     "babel-plugin-macros/resolve": ["[email protected]", "", { "dependencies": { "is-core-module": "^2.16.0", "path-parse": "^1.0.7", "supports-preserve-symlinks-flag": "^1.0.0" }, "bin": { "resolve": "bin/resolve" } }, "sha512-NPRy+/ncIMeDlTAsuqwKIiferiawhefFJtkNSW0qZJEqMEb+qBt/77B/jGeeek+F0uOeN05CDa6HXbbIgtVX4w=="],
 
-    "bun-types/@types/node": ["@types/node@22.13.1", "", { "dependencies": { "undici-types": "~6.20.0" } }, "sha512-jK8uzQlrvXqEU91UxiK5J7pKHyzgnI1Qnl0QDHIgVGuolJhRb9EEl28Cj9b3rGR8B2lhFCtvIm5os8lFnO/1Ew=="],
+    "decode-named-character-reference/character-entities": ["character-entities@2.0.2", "", {}, "sha512-shx7oQ0Awen/BRIdkjkvz54PnEEI/EjwXDSIZp86/KKdbafHh1Df/RYGBhn4hbe2+uKC9FnT5UCEdyPz3ai9hQ=="],
 
     "fast-glob/glob-parent": ["[email protected]", "", { "dependencies": { "is-glob": "^4.0.1" } }, "sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow=="],
 
+    "hastscript/@types/hast": ["@types/[email protected]", "", { "dependencies": { "@types/unist": "^2" } }, "sha512-McWspRw8xx8J9HurkVBfYj0xKoE25tOFlHGdx4MJ5xORQrMGZNqJhVQWaIbm6Oyla5kYOXtDiopzKRJzEOkwJw=="],
+
+    "hastscript/comma-separated-tokens": ["[email protected]", "", {}, "sha512-GHuDRO12Sypu2cV70d1dkA2EUmXHgntrzbpvOB+Qy+49ypNfGgFQIC2fhhXbnyrJRynDCAARsT7Ou0M6hirpfw=="],
+
+    "hastscript/property-information": ["[email protected]", "", { "dependencies": { "xtend": "^4.0.0" } }, "sha512-YUHSPk+A30YPv+0Qf8i9Mbfe/C0hdPXk1s1jPVToV8pk8BQtpw10ct89Eo7OWkutrwqvT0eicAxlOg3dOAu8JA=="],
+
+    "hastscript/space-separated-tokens": ["[email protected]", "", {}, "sha512-q/JSVd1Lptzhf5bkYm4ob4iWPjx0KiRe3sRFBNrVqbJkFaBm5vbbowy1mymoPNLRa52+oadOhJ+K49wsSeSjTA=="],
+
     "mdast-util-find-and-replace/escape-string-regexp": ["[email protected]", "", {}, "sha512-/veY75JbMK4j1yjvuUxuVsiS/hr/4iHs9FTT6cgTexxdE0Ly/glccBAkloH/DofkjRbZU3bnoj38mOmhkZ0lHw=="],
 
-    "parse-entities/@types/unist": ["@types/unist@2.0.11", "", {}, "sha512-CmBKiL6NNo/OqgmMn95Fk9Whlp2mtvIv+KNpQKN2F4SjvrEesubTRWGYSg+BnWZOnlCaSTU1sMpsBOzgbYhnsA=="],
+    "mdast-util-mdx-jsx/parse-entities": ["parse-entities@4.0.2", "", { "dependencies": { "@types/unist": "^2.0.0", "character-entities-legacy": "^3.0.0", "character-reference-invalid": "^2.0.0", "decode-named-character-reference": "^1.0.0", "is-alphanumerical": "^2.0.0", "is-decimal": "^2.0.0", "is-hexadecimal": "^2.0.0" } }, "sha512-GG2AQYWoLgL877gQIKeRPGO1xF9+eG1ujIb5soS5gPvLQ1y2o8FL90w2QWNdf9I361Mpp7726c+lj3U0qK1uGw=="],
+
+    "refractor/prismjs": ["[email protected]", "", {}, "sha512-t13BGPUlFDR7wRB5kQDG4jjl7XeuH6jbJGt11JHPL96qwsEHNX2+68tFXqc1/k+/jALsbSWJKUOT/hcYAZ5LkA=="],
+
+    "stringify-entities/character-entities-legacy": ["[email protected]", "", {}, "sha512-RpPp0asT/6ufRm//AJVwpViZbGM/MkjQFxJccQRHmISF/22NBtsHqAWmL+/pmkPWoIUJdWyeVleTl1wydHATVQ=="],
 
     "@typescript-eslint/typescript-estree/minimatch/brace-expansion": ["[email protected]", "", { "dependencies": { "balanced-match": "^1.0.0" } }, "sha512-XnAIvQ8eM+kC6aULx6wuQiwVsnzsi9d3WxzV3FpWTGA19F621kwdbsAcFKXgKUHZWsy+mY6iL1sHTxWEFCytDA=="],
+
+    "hastscript/@types/hast/@types/unist": ["@types/[email protected]", "", {}, "sha512-CmBKiL6NNo/OqgmMn95Fk9Whlp2mtvIv+KNpQKN2F4SjvrEesubTRWGYSg+BnWZOnlCaSTU1sMpsBOzgbYhnsA=="],
+
+    "mdast-util-mdx-jsx/parse-entities/@types/unist": ["@types/[email protected]", "", {}, "sha512-CmBKiL6NNo/OqgmMn95Fk9Whlp2mtvIv+KNpQKN2F4SjvrEesubTRWGYSg+BnWZOnlCaSTU1sMpsBOzgbYhnsA=="],
+
+    "mdast-util-mdx-jsx/parse-entities/character-entities-legacy": ["[email protected]", "", {}, "sha512-RpPp0asT/6ufRm//AJVwpViZbGM/MkjQFxJccQRHmISF/22NBtsHqAWmL+/pmkPWoIUJdWyeVleTl1wydHATVQ=="],
+
+    "mdast-util-mdx-jsx/parse-entities/character-reference-invalid": ["[email protected]", "", {}, "sha512-iBZ4F4wRbyORVsu0jPV7gXkOsGYjGHPmAyv+HiHG8gi5PtC9KI2j1+v8/tlibRvjoWX027ypmG/n0HtO5t7unw=="],
+
+    "mdast-util-mdx-jsx/parse-entities/is-alphanumerical": ["[email protected]", "", { "dependencies": { "is-alphabetical": "^2.0.0", "is-decimal": "^2.0.0" } }, "sha512-hmbYhX/9MUMF5uh7tOXyK/n0ZvWpad5caBA17GsC6vyuCqaWliRG5K1qS9inmUhEMaOBIW7/whAnSwveW/LtZw=="],
+
+    "mdast-util-mdx-jsx/parse-entities/is-decimal": ["[email protected]", "", {}, "sha512-AAB9hiomQs5DXWcRB1rqsxGUstbRroFOPPVAomNk/3XHR5JyEZChOyTWe2oayKnsSsr/kcGqF+z6yuH6HHpN0A=="],
+
+    "mdast-util-mdx-jsx/parse-entities/is-hexadecimal": ["[email protected]", "", {}, "sha512-DgZQp241c8oO6cA1SbTEWiXeoxV42vlcJxgH+B3hi1AiqqKruZR3ZGF8In3fj4+/y/7rHvlOZLZtgJ/4ttYGZg=="],
+
+    "mdast-util-mdx-jsx/parse-entities/is-alphanumerical/is-alphabetical": ["[email protected]", "", {}, "sha512-FWyyY60MeTNyeSRpkM2Iry0G9hpr7/9kD40mD/cGQEuilcZYS4okz8SN2Q6rLCJ8gbCt6fN+rC+6tMGS99LaxQ=="],
   }
 }

lightrag_webui/index.html

@@ -2,7 +2,7 @@
 <html lang="en">
   <head>
     <meta charset="UTF-8" />
-    <link rel="icon" type="image/svg+xml" href="/vite.svg" />
+    <link rel="icon" type="image/svg+xml" href="/logo.png" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>Lightrag</title>
   </head>

lightrag_webui/package.json

@@ -44,45 +44,47 @@
     "graphology": "^0.26.0",
     "graphology-generators": "^0.11.2",
     "lucide-react": "^0.475.0",
-    "minisearch": "^7.1.1",
+    "minisearch": "^7.1.2",
     "react": "^19.0.0",
     "react-dom": "^19.0.0",
-    "react-dropzone": "^14.3.5",
-    "react-markdown": "^9.0.3",
+    "react-dropzone": "^14.3.6",
+    "react-markdown": "^9.1.0",
     "react-number-format": "^5.4.3",
+    "react-syntax-highlighter": "^15.6.1",
     "rehype-react": "^8.0.0",
     "remark-gfm": "^4.0.1",
     "remark-math": "^6.0.0",
     "seedrandom": "^3.0.5",
     "sigma": "^3.0.1",
     "sonner": "^1.7.4",
-    "tailwind-merge": "^3.0.1",
-    "tailwind-scrollbar": "^4.0.0",
+    "tailwind-merge": "^3.0.2",
+    "tailwind-scrollbar": "^4.0.1",
     "zustand": "^5.0.3"
   },
   "devDependencies": {
-    "@eslint/js": "^9.20.0",
+    "@eslint/js": "^9.21.0",
     "@stylistic/eslint-plugin-js": "^3.1.0",
-    "@tailwindcss/vite": "^4.0.6",
-    "@types/bun": "^1.2.2",
-    "@types/node": "^22.13.4",
+    "@tailwindcss/vite": "^4.0.8",
+    "@types/bun": "^1.2.3",
+    "@types/node": "^22.13.5",
     "@types/react": "^19.0.10",
     "@types/react-dom": "^19.0.4",
+    "@types/react-syntax-highlighter": "^15.5.13",
     "@types/seedrandom": "^3.0.8",
     "@vitejs/plugin-react-swc": "^3.8.0",
-    "eslint": "^9.20.1",
+    "eslint": "^9.21.0",
     "eslint-config-prettier": "^10.0.1",
     "eslint-plugin-react": "^7.37.4",
     "eslint-plugin-react-hooks": "^5.1.0",
     "eslint-plugin-react-refresh": "^0.4.19",
     "globals": "^15.15.0",
     "graphology-types": "^0.24.8",
-    "prettier": "^3.5.1",
+    "prettier": "^3.5.2",
     "prettier-plugin-tailwindcss": "^0.6.11",
-    "tailwindcss": "^4.0.6",
+    "tailwindcss": "^4.0.8",
     "tailwindcss-animate": "^1.0.7",
     "typescript": "~5.7.3",
-    "typescript-eslint": "^8.24.0",
-    "vite": "^6.1.0"
+    "typescript-eslint": "^8.24.1",
+    "vite": "^6.1.1"
   }
 }

lightrag_webui/src/api/lightrag.ts

@@ -161,8 +161,8 @@ axiosInstance.interceptors.response.use(
 )
 
 // API methods
-export const queryGraphs = async (label: string): Promise<LightragGraphType> => {
-  const response = await axiosInstance.get(`/graphs?label=${label}`)
+export const queryGraphs = async (label: string, maxDepth: number): Promise<LightragGraphType> => {
+  const response = await axiosInstance.get(`/graphs?label=${label}&max_depth=${maxDepth}`)
   return response.data
 }
 

lightrag_webui/src/components/graph/GraphControl.tsx

@@ -26,8 +26,10 @@ const GraphControl = ({ disableHoverEffect }: { disableHoverEffect?: boolean })
   const registerEvents = useRegisterEvents<NodeType, EdgeType>()
   const setSettings = useSetSettings<NodeType, EdgeType>()
   const loadGraph = useLoadGraph<NodeType, EdgeType>()
+
+  const maxIterations = useSettingsStore.use.graphLayoutMaxIterations()
   const { assign: assignLayout } = useLayoutForceAtlas2({
-    iterations: 20
+    iterations: maxIterations
   })
 
   const { theme } = useTheme()

lightrag_webui/src/components/graph/GraphLabels.tsx

@@ -1,67 +1,81 @@
-import { useCallback, useState } from 'react'
+import { useCallback } from 'react'
 import { AsyncSelect } from '@/components/ui/AsyncSelect'
 import { getGraphLabels } from '@/api/lightrag'
 import { useSettingsStore } from '@/stores/settings'
+import { useGraphStore } from '@/stores/graph'
+import { labelListLimit } from '@/lib/constants'
 import MiniSearch from 'minisearch'
 
+const lastGraph: any = {
+  graph: null,
+  searchEngine: null,
+  labels: []
+}
+
 const GraphLabels = () => {
   const label = useSettingsStore.use.queryLabel()
-  const [labels, setLabels] = useState<{
-    labels: string[]
-    searchEngine: MiniSearch | null
-  }>({
-    labels: [],
-    searchEngine: null
-  })
-  const [fetched, setFetched] = useState(false)
+  const graph = useGraphStore.use.sigmaGraph()
 
-  const fetchData = useCallback(
-    async (query?: string): Promise<string[]> => {
-      let _labels = labels.labels
-      let _searchEngine = labels.searchEngine
+  const getSearchEngine = useCallback(async () => {
+    if (lastGraph.graph == graph) {
+      return {
+        labels: lastGraph.labels,
+        searchEngine: lastGraph.searchEngine
+      }
+    }
+    const labels = ['*'].concat(await getGraphLabels())
 
-      if (!fetched || !_searchEngine) {
-        _labels = ['*'].concat(await getGraphLabels())
+    // Ensure query label exists
+    if (!labels.includes(useSettingsStore.getState().queryLabel)) {
+      useSettingsStore.getState().setQueryLabel(labels[0])
+    }
 
-        // Ensure query label exists
-        if (!_labels.includes(useSettingsStore.getState().queryLabel)) {
-          useSettingsStore.getState().setQueryLabel(_labels[0])
+    // Create search engine
+    const searchEngine = new MiniSearch({
+      idField: 'id',
+      fields: ['value'],
+      searchOptions: {
+        prefix: true,
+        fuzzy: 0.2,
+        boost: {
+          label: 2
         }
+      }
+    })
 
-        // Create search engine
-        _searchEngine = new MiniSearch({
-          idField: 'id',
-          fields: ['value'],
-          searchOptions: {
-            prefix: true,
-            fuzzy: 0.2,
-            boost: {
-              label: 2
-            }
-          }
-        })
+    // Add documents
+    const documents = labels.map((str, index) => ({ id: index, value: str }))
+    searchEngine.addAll(documents)
 
-        // Add documents
-        const documents = _labels.map((str, index) => ({ id: index, value: str }))
-        _searchEngine.addAll(documents)
+    lastGraph.graph = graph
+    lastGraph.searchEngine = searchEngine
+    lastGraph.labels = labels
 
-        setLabels({
-          labels: _labels,
-          searchEngine: _searchEngine
-        })
-        setFetched(true)
-      }
-      if (!query) {
-        return _labels
+    return {
+      labels,
+      searchEngine
+    }
+  }, [graph])
+
+  const fetchData = useCallback(
+    async (query?: string): Promise<string[]> => {
+      const { labels, searchEngine } = await getSearchEngine()
+
+      let result: string[] = labels
+      if (query) {
+        // Search labels
+        result = searchEngine.search(query).map((r) => labels[r.id])
       }
 
-      // Search labels
-      return _searchEngine.search(query).map((result) => _labels[result.id])
+      return result.length <= labelListLimit
+        ? result
+        : [...result.slice(0, labelListLimit), `And ${result.length - labelListLimit} others`]
     },
-    [labels, fetched, setLabels, setFetched]
+    [getSearchEngine]
   )
 
   const setQueryLabel = useCallback((label: string) => {
+    if (label.startsWith('And ') && label.endsWith(' others')) return
     useSettingsStore.getState().setQueryLabel(label)
   }, [])
 

lightrag_webui/src/components/graph/GraphSearch.tsx

@@ -46,7 +46,7 @@ export const GraphSearchInput = ({
 }) => {
   const graph = useGraphStore.use.sigmaGraph()
 
-  const search = useMemo(() => {
+  const searchEngine = useMemo(() => {
     if (lastGraph.graph == graph) {
       return lastGraph.searchEngine
     }
@@ -83,9 +83,9 @@ export const GraphSearchInput = ({
   const loadOptions = useCallback(
     async (query?: string): Promise<OptionItem[]> => {
       if (onFocus) onFocus(null)
-      if (!query || !search) return []
-      const result: OptionItem[] = search.search(query).map((result) => ({
-        id: result.id,
+      if (!query || !searchEngine) return []
+      const result: OptionItem[] = searchEngine.search(query).map((r) => ({
+        id: r.id,
         type: 'nodes'
       }))
 
@@ -101,7 +101,7 @@ export const GraphSearchInput = ({
           }
         ]
     },
-    [search, onFocus]
+    [searchEngine, onFocus]
   )
 
   return (

lightrag_webui/src/components/graph/LayoutsControl.tsx

@@ -13,6 +13,7 @@ import Button from '@/components/ui/Button'
 import { Popover, PopoverContent, PopoverTrigger } from '@/components/ui/Popover'
 import { Command, CommandGroup, CommandItem, CommandList } from '@/components/ui/Command'
 import { controlButtonVariant } from '@/lib/constants'
+import { useSettingsStore } from '@/stores/settings'
 
 import { GripIcon, PlayIcon, PauseIcon } from 'lucide-react'
 
@@ -76,12 +77,14 @@ const LayoutsControl = () => {
   const [layout, setLayout] = useState<LayoutName>('Circular')
   const [opened, setOpened] = useState<boolean>(false)
 
+  const maxIterations = useSettingsStore.use.graphLayoutMaxIterations()
+
   const layoutCircular = useLayoutCircular()
   const layoutCirclepack = useLayoutCirclepack()
   const layoutRandom = useLayoutRandom()
   const layoutNoverlap = useLayoutNoverlap({ settings: { margin: 1 } })
-  const layoutForce = useLayoutForce({ maxIterations: 20 })
-  const layoutForceAtlas2 = useLayoutForceAtlas2({ iterations: 20 })
+  const layoutForce = useLayoutForce({ maxIterations: maxIterations })
+  const layoutForceAtlas2 = useLayoutForceAtlas2({ iterations: maxIterations })
   const workerNoverlap = useWorkerLayoutNoverlap()
   const workerForce = useWorkerLayoutForce()
   const workerForceAtlas2 = useWorkerLayoutForceAtlas2()

lightrag_webui/src/components/graph/Settings.tsx

@@ -1,9 +1,10 @@
+import { useState, useCallback, useEffect } from 'react'
 import { Popover, PopoverContent, PopoverTrigger } from '@/components/ui/Popover'
 import Checkbox from '@/components/ui/Checkbox'
 import Button from '@/components/ui/Button'
 import Separator from '@/components/ui/Separator'
 import Input from '@/components/ui/Input'
-import { useState, useCallback, useEffect } from 'react'
+
 import { controlButtonVariant } from '@/lib/constants'
 import { useSettingsStore } from '@/stores/settings'
 import { useBackendState } from '@/stores/state'
@@ -35,6 +36,74 @@ const LabeledCheckBox = ({
   )
 }
 
+/**
+ * Component that displays a number input with a label.
+ */
+const LabeledNumberInput = ({
+  value,
+  onEditFinished,
+  label,
+  min,
+  max
+}: {
+  value: number
+  onEditFinished: (value: number) => void
+  label: string
+  min: number
+  max?: number
+}) => {
+  const [currentValue, setCurrentValue] = useState<number | null>(value)
+
+  const onValueChange = useCallback(
+    (e: React.ChangeEvent<HTMLInputElement>) => {
+      const text = e.target.value.trim()
+      if (text.length === 0) {
+        setCurrentValue(null)
+        return
+      }
+      const newValue = Number.parseInt(text)
+      if (!isNaN(newValue) && newValue !== currentValue) {
+        if (min !== undefined && newValue < min) {
+          return
+        }
+        if (max !== undefined && newValue > max) {
+          return
+        }
+        setCurrentValue(newValue)
+      }
+    },
+    [currentValue, min, max]
+  )
+
+  const onBlur = useCallback(() => {
+    if (currentValue !== null && value !== currentValue) {
+      onEditFinished(currentValue)
+    }
+  }, [value, currentValue, onEditFinished])
+
+  return (
+    <div className="flex flex-col gap-2">
+      <label
+        htmlFor="terms"
+        className="text-sm leading-none font-medium peer-disabled:cursor-not-allowed peer-disabled:opacity-70"
+      >
+        {label}
+      </label>
+      <Input
+        value={currentValue || ''}
+        onChange={onValueChange}
+        className="h-6 w-full min-w-0"
+        onBlur={onBlur}
+        onKeyDown={(e) => {
+          if (e.key === 'Enter') {
+            onBlur()
+          }
+        }}
+      />
+    </div>
+  )
+}
+
 /**
  * Component that displays a popover with settings options.
  */
@@ -45,11 +114,12 @@ export default function Settings() {
   const showPropertyPanel = useSettingsStore.use.showPropertyPanel()
   const showNodeSearchBar = useSettingsStore.use.showNodeSearchBar()
   const showNodeLabel = useSettingsStore.use.showNodeLabel()
-
   const enableEdgeEvents = useSettingsStore.use.enableEdgeEvents()
   const enableNodeDrag = useSettingsStore.use.enableNodeDrag()
   const enableHideUnselectedEdges = useSettingsStore.use.enableHideUnselectedEdges()
   const showEdgeLabel = useSettingsStore.use.showEdgeLabel()
+  const graphQueryMaxDepth = useSettingsStore.use.graphQueryMaxDepth()
+  const graphLayoutMaxIterations = useSettingsStore.use.graphLayoutMaxIterations()
 
   const enableHealthCheck = useSettingsStore.use.enableHealthCheck()
   const apiKey = useSettingsStore.use.apiKey()
@@ -102,6 +172,16 @@ export default function Settings() {
     []
   )
 
+  const setGraphQueryMaxDepth = useCallback((depth: number) => {
+    if (depth < 1) return
+    useSettingsStore.setState({ graphQueryMaxDepth: depth })
+  }, [])
+
+  const setGraphLayoutMaxIterations = useCallback((iterations: number) => {
+    if (iterations < 1) return
+    useSettingsStore.setState({ graphLayoutMaxIterations: iterations })
+  }, [])
+
   const setApiKey = useCallback(async () => {
     useSettingsStore.setState({ apiKey: tempApiKey || null })
     await useBackendState.getState().check()
@@ -129,6 +209,14 @@ export default function Settings() {
         onCloseAutoFocus={(e) => e.preventDefault()}
       >
         <div className="flex flex-col gap-2">
+          <LabeledCheckBox
+            checked={enableHealthCheck}
+            onCheckedChange={setEnableHealthCheck}
+            label="Health Check"
+          />
+
+          <Separator />
+
           <LabeledCheckBox
             checked={showPropertyPanel}
             onCheckedChange={setShowPropertyPanel}
@@ -172,11 +260,18 @@ export default function Settings() {
           />
 
           <Separator />
-
-          <LabeledCheckBox
-            checked={enableHealthCheck}
-            onCheckedChange={setEnableHealthCheck}
-            label="Health Check"
+          <LabeledNumberInput
+            label="Max Query Depth"
+            min={1}
+            value={graphQueryMaxDepth}
+            onEditFinished={setGraphQueryMaxDepth}
+          />
+          <LabeledNumberInput
+            label="Max Layout Iterations"
+            min={1}
+            max={20}
+            value={graphLayoutMaxIterations}
+            onEditFinished={setGraphLayoutMaxIterations}
           />
 
           <Separator />

lightrag_webui/src/components/retrieval/ChatMessage.tsx

@@ -0,0 +1,112 @@
+import { ReactNode, useCallback } from 'react'
+import { Message } from '@/api/lightrag'
+import useTheme from '@/hooks/useTheme'
+import Button from '@/components/ui/Button'
+import { cn } from '@/lib/utils'
+
+import ReactMarkdown from 'react-markdown'
+import remarkGfm from 'remark-gfm'
+import rehypeReact from 'rehype-react'
+import remarkMath from 'remark-math'
+
+import type { Element } from 'hast'
+
+import { Prism as SyntaxHighlighter } from 'react-syntax-highlighter'
+import { oneLight, oneDark } from 'react-syntax-highlighter/dist/cjs/styles/prism'
+
+import { LoaderIcon, CopyIcon } from 'lucide-react'
+
+export type MessageWithError = Message & {
+  isError?: boolean
+}
+
+export const ChatMessage = ({ message }: { message: MessageWithError }) => {
+  const handleCopyMarkdown = useCallback(async () => {
+    if (message.content) {
+      try {
+        await navigator.clipboard.writeText(message.content)
+      } catch (err) {
+        console.error('Failed to copy:', err)
+      }
+    }
+  }, [message])
+
+  return (
+    <div
+      className={`max-w-[80%] rounded-lg px-4 py-2 ${
+        message.role === 'user'
+          ? 'bg-primary text-primary-foreground'
+          : message.isError
+            ? 'bg-red-100 text-red-600 dark:bg-red-950 dark:text-red-400'
+            : 'bg-muted'
+      }`}
+    >
+      <pre className="relative break-words whitespace-pre-wrap">
+        <ReactMarkdown
+          className="dark:prose-invert max-w-none text-base text-sm"
+          remarkPlugins={[remarkGfm, remarkMath]}
+          rehypePlugins={[rehypeReact]}
+          skipHtml={false}
+          components={{
+            code: CodeHighlight
+          }}
+        >
+          {message.content}
+        </ReactMarkdown>
+        {message.role === 'assistant' && message.content.length > 0 && (
+          <Button
+            onClick={handleCopyMarkdown}
+            className="absolute right-0 bottom-0 size-6 rounded-md opacity-20 transition-opacity hover:opacity-100"
+            tooltip="Copy to clipboard"
+            variant="default"
+            size="icon"
+          >
+            <CopyIcon />
+          </Button>
+        )}
+      </pre>
+      {message.content.length === 0 && <LoaderIcon className="animate-spin duration-2000" />}
+    </div>
+  )
+}
+
+interface CodeHighlightProps {
+  inline?: boolean
+  className?: string
+  children?: ReactNode
+  node?: Element
+}
+
+const isInlineCode = (node: Element): boolean => {
+  const textContent = (node.children || [])
+    .filter((child) => child.type === 'text')
+    .map((child) => (child as any).value)
+    .join('')
+
+  return !textContent.includes('\n')
+}
+
+const CodeHighlight = ({ className, children, node, ...props }: CodeHighlightProps) => {
+  const { theme } = useTheme()
+  const match = className?.match(/language-(\w+)/)
+  const language = match ? match[1] : undefined
+  const inline = node ? isInlineCode(node) : false
+
+  return !inline ? (
+    <SyntaxHighlighter
+      style={theme === 'dark' ? oneDark : oneLight}
+      PreTag="div"
+      language={language}
+      {...props}
+    >
+      {String(children).replace(/\n$/, '')}
+    </SyntaxHighlighter>
+  ) : (
+    <code
+      className={cn(className, 'mx-1 rounded-xs bg-black/10 px-1 dark:bg-gray-100/20')}
+      {...props}
+    >
+      {children}
+    </code>
+  )
+}

lightrag_webui/src/features/RetrievalTesting.tsx

@@ -1,38 +1,16 @@
 import Input from '@/components/ui/Input'
 import Button from '@/components/ui/Button'
 import { useCallback, useEffect, useRef, useState } from 'react'
-import { queryText, queryTextStream, Message as ChatMessage } from '@/api/lightrag'
+import { queryText, queryTextStream, Message } from '@/api/lightrag'
 import { errorMessage } from '@/lib/utils'
 import { useSettingsStore } from '@/stores/settings'
 import { useDebounce } from '@/hooks/useDebounce'
 import QuerySettings from '@/components/retrieval/QuerySettings'
-
-import ReactMarkdown from 'react-markdown'
-import remarkGfm from 'remark-gfm'
-import rehypeReact from 'rehype-react'
-import remarkMath from 'remark-math'
-
-import { EraserIcon, SendIcon, LoaderIcon } from 'lucide-react'
-
-type Message = ChatMessage & {
-  isError?: boolean
-}
-
-const ChatMessageComponent = ({ message }: { message: Message }) => {
-  return (
-    <ReactMarkdown
-      className="prose lg:prose-xs dark:prose-invert max-w-none text-base"
-      remarkPlugins={[remarkGfm, remarkMath]}
-      rehypePlugins={[rehypeReact]}
-      skipHtml={false}
-    >
-      {message.content}
-    </ReactMarkdown>
-  )
-}
+import { ChatMessage, MessageWithError } from '@/components/retrieval/ChatMessage'
+import { EraserIcon, SendIcon } from 'lucide-react'
 
 export default function RetrievalTesting() {
-  const [messages, setMessages] = useState<Message[]>(
+  const [messages, setMessages] = useState<MessageWithError[]>(
     () => useSettingsStore.getState().retrievalHistory || []
   )
   const [inputValue, setInputValue] = useState('')
@@ -147,22 +125,7 @@ export default function RetrievalTesting() {
                     key={idx}
                     className={`flex ${message.role === 'user' ? 'justify-end' : 'justify-start'}`}
                   >
-                    <div
-                      className={`max-w-[80%] rounded-lg px-4 py-2 ${
-                        message.role === 'user'
-                          ? 'bg-primary text-primary-foreground'
-                          : message.isError
-                            ? 'bg-red-100 text-red-600 dark:bg-red-950 dark:text-red-400'
-                            : 'bg-muted'
-                      }`}
-                    >
-                      <pre className="break-words whitespace-pre-wrap">
-                        {<ChatMessageComponent message={message} />}
-                      </pre>
-                      {message.content.length === 0 && (
-                        <LoaderIcon className="animate-spin duration-2000" />
-                      )}
-                    </div>
+                    {<ChatMessage message={message} />}
                   </div>
                 ))
               )}

lightrag_webui/src/features/SiteHeader.tsx

@@ -55,6 +55,7 @@ export default function SiteHeader() {
     <header className="border-border/40 bg-background/95 supports-[backdrop-filter]:bg-background/60 sticky top-0 z-50 flex h-10 w-full border-b px-4 backdrop-blur">
       <a href="/" className="mr-6 flex items-center gap-2">
         <ZapIcon className="size-4 text-emerald-400" aria-hidden="true" />
+        {/* <img src='/logo.png' className="size-4" /> */}
         <span className="font-bold md:inline-block">{SiteInfo.name}</span>
       </a>
 

lightrag_webui/src/hooks/useLightragGraph.tsx

@@ -50,11 +50,11 @@ export type NodeType = {
 }
 export type EdgeType = { label: string }
 
-const fetchGraph = async (label: string) => {
+const fetchGraph = async (label: string, maxDepth: number) => {
   let rawData: any = null
 
   try {
-    rawData = await queryGraphs(label)
+    rawData = await queryGraphs(label, maxDepth)
   } catch (e) {
     useBackendState.getState().setErrorMessage(errorMessage(e), 'Query Graphs Error!')
     return null
@@ -161,12 +161,13 @@ const createSigmaGraph = (rawGraph: RawGraph | null) => {
   return graph
 }
 
-const lastQueryLabel = { label: '' }
+const lastQueryLabel = { label: '', maxQueryDepth: 0 }
 
 const useLightrangeGraph = () => {
   const queryLabel = useSettingsStore.use.queryLabel()
   const rawGraph = useGraphStore.use.rawGraph()
   const sigmaGraph = useGraphStore.use.sigmaGraph()
+  const maxQueryDepth = useSettingsStore.use.graphQueryMaxDepth()
 
   const getNode = useCallback(
     (nodeId: string) => {
@@ -184,11 +185,13 @@ const useLightrangeGraph = () => {
 
   useEffect(() => {
     if (queryLabel) {
-      if (lastQueryLabel.label !== queryLabel) {
+      if (lastQueryLabel.label !== queryLabel || lastQueryLabel.maxQueryDepth !== maxQueryDepth) {
         lastQueryLabel.label = queryLabel
+        lastQueryLabel.maxQueryDepth = maxQueryDepth
+
         const state = useGraphStore.getState()
         state.reset()
-        fetchGraph(queryLabel).then((data) => {
+        fetchGraph(queryLabel, maxQueryDepth).then((data) => {
           // console.debug('Query label: ' + queryLabel)
           state.setSigmaGraph(createSigmaGraph(data))
           data?.buildDynamicMap()
@@ -200,7 +203,7 @@ const useLightrangeGraph = () => {
       state.reset()
       state.setSigmaGraph(new DirectedGraph())
     }
-  }, [queryLabel])
+  }, [queryLabel, maxQueryDepth])
 
   const lightrageGraph = useCallback(() => {
     if (sigmaGraph) {

lightrag_webui/src/lib/constants.ts

@@ -16,6 +16,7 @@ export const edgeColorSelected = '#F57F17'
 export const edgeColorHighlighted = '#B2EBF2'
 
 export const searchResultLimit = 20
+export const labelListLimit = 40
 
 export const minNodeSize = 4
 export const maxNodeSize = 20
@@ -27,10 +28,39 @@ export const defaultQueryLabel = '*'
 // reference: https://developer.mozilla.org/en-US/docs/Web/HTTP/MIME_types/Common_types
 export const supportedFileTypes = {
   'text/plain': [
-      '.txt', '.md', '.html', '.htm', '.tex', '.json', '.xml', '.yaml', '.yml',
-      '.rtf', '.odt', '.epub', '.csv', '.log', '.conf', '.ini', '.properties',
-      '.sql', '.bat', '.sh', '.c', '.cpp', '.py', '.java', '.js', '.ts',
-      '.swift', '.go', '.rb', '.php', '.css', '.scss', '.less'
+    '.txt',
+    '.md',
+    '.html',
+    '.htm',
+    '.tex',
+    '.json',
+    '.xml',
+    '.yaml',
+    '.yml',
+    '.rtf',
+    '.odt',
+    '.epub',
+    '.csv',
+    '.log',
+    '.conf',
+    '.ini',
+    '.properties',
+    '.sql',
+    '.bat',
+    '.sh',
+    '.c',
+    '.cpp',
+    '.py',
+    '.java',
+    '.js',
+    '.ts',
+    '.swift',
+    '.go',
+    '.rb',
+    '.php',
+    '.css',
+    '.scss',
+    '.less'
   ],
   'application/pdf': ['.pdf'],
   'application/msword': ['.doc'],

lightrag_webui/src/stores/settings.ts

@@ -8,9 +8,7 @@ type Theme = 'dark' | 'light' | 'system'
 type Tab = 'documents' | 'knowledge-graph' | 'retrieval' | 'api'
 
 interface SettingsState {
-  theme: Theme
-  setTheme: (theme: Theme) => void
-
+  // Graph viewer settings
   showPropertyPanel: boolean
   showNodeSearchBar: boolean
 
@@ -21,23 +19,35 @@ interface SettingsState {
   enableHideUnselectedEdges: boolean
   enableEdgeEvents: boolean
 
+  graphQueryMaxDepth: number
+  setGraphQueryMaxDepth: (depth: number) => void
+
+  graphLayoutMaxIterations: number
+  setGraphLayoutMaxIterations: (iterations: number) => void
+
+  // Retrieval settings
   queryLabel: string
   setQueryLabel: (queryLabel: string) => void
 
-  enableHealthCheck: boolean
-  setEnableHealthCheck: (enable: boolean) => void
+  retrievalHistory: Message[]
+  setRetrievalHistory: (history: Message[]) => void
+
+  querySettings: Omit<QueryRequest, 'query'>
+  updateQuerySettings: (settings: Partial<QueryRequest>) => void
 
+  // Auth settings
   apiKey: string | null
   setApiKey: (key: string | null) => void
 
-  currentTab: Tab
-  setCurrentTab: (tab: Tab) => void
+  // App settings
+  theme: Theme
+  setTheme: (theme: Theme) => void
 
-  retrievalHistory: Message[]
-  setRetrievalHistory: (history: Message[]) => void
+  enableHealthCheck: boolean
+  setEnableHealthCheck: (enable: boolean) => void
 
-  querySettings: Omit<QueryRequest, 'query'>
-  updateQuerySettings: (settings: Partial<QueryRequest>) => void
+  currentTab: Tab
+  setCurrentTab: (tab: Tab) => void
 }
 
 const useSettingsStoreBase = create<SettingsState>()(
@@ -55,7 +65,11 @@ const useSettingsStoreBase = create<SettingsState>()(
       enableHideUnselectedEdges: true,
       enableEdgeEvents: false,
 
+      graphQueryMaxDepth: 3,
+      graphLayoutMaxIterations: 10,
+
       queryLabel: defaultQueryLabel,
+
       enableHealthCheck: true,
 
       apiKey: null,
@@ -81,11 +95,18 @@ const useSettingsStoreBase = create<SettingsState>()(
 
       setTheme: (theme: Theme) => set({ theme }),
 
+      setGraphLayoutMaxIterations: (iterations: number) =>
+        set({
+          graphLayoutMaxIterations: iterations
+        }),
+
       setQueryLabel: (queryLabel: string) =>
         set({
           queryLabel
         }),
 
+      setGraphQueryMaxDepth: (depth: number) => set({ graphQueryMaxDepth: depth }),
+
       setEnableHealthCheck: (enable: boolean) => set({ enableHealthCheck: enable }),
 
       setApiKey: (apiKey: string | null) => set({ apiKey }),
@@ -102,7 +123,7 @@ const useSettingsStoreBase = create<SettingsState>()(
     {
       name: 'settings-storage',
       storage: createJSONStorage(() => localStorage),
-      version: 6,
+      version: 7,
       migrate: (state: any, version: number) => {
         if (version < 2) {
           state.showEdgeLabel = false
@@ -137,6 +158,10 @@ const useSettingsStoreBase = create<SettingsState>()(
           }
           state.retrievalHistory = []
         }
+        if (version < 7) {
+          state.graphQueryMaxDepth = 3
+          state.graphLayoutMaxIterations = 10
+        }
         return state
       }
     }