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

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yangdx
2025-03-01 15:55:37 +08:00
parent d18eb52ccc 5bbe61a02d
commit 3507e894d9
31 changed files with 1755 additions and 1371 deletions
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2
README.md
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@@ -3,7 +3,7 @@
<table border="0" width="100%"> <table border="0" width="100%">
<tr> <tr>
<td width="100" align="center"> <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>
<td> <td>
<div> <div>

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

4
lightrag/api/routers/graph_routes.py
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@@ -20,8 +20,8 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
return await rag.get_graph_labels() return await rag.get_graph_labels()
@router.get("/graphs", dependencies=[Depends(optional_api_key)]) @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""" """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 return router

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lightrag/api/webui/assets/index-BDX8o1Ld.js
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lightrag/api/webui/assets/index-CLsJV-0i.css
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lightrag/api/webui/index.html
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@@ -2,11 +2,11 @@
<html lang="en"> <html lang="en">
<head> <head>
<meta charset="UTF-8" /> <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" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Lightrag</title> <title>Lightrag</title>
<script type="module" crossorigin src="./assets/index-BDX8o1Ld.js"></script> <script type="module" crossorigin src="./assets/index-DbuMPJAD.js"></script>
<link rel="stylesheet" crossorigin href="./assets/index-CLsJV-0i.css"> <link rel="stylesheet" crossorigin href="./assets/index-rP-YlyR1.css">
</head> </head>
<body> <body>
<div id="root"></div> <div id="root"></div>

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lightrag/api/webui/vite.svg
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@@ -1 +0,0 @@
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="31.88" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 257"><defs><linearGradient id="IconifyId1813088fe1fbc01fb466" x1="-.828%" x2="57.636%" y1="7.652%" y2="78.411%"><stop offset="0%" stop-color="#41D1FF"></stop><stop offset="100%" stop-color="#BD34FE"></stop></linearGradient><linearGradient id="IconifyId1813088fe1fbc01fb467" x1="43.376%" x2="50.316%" y1="2.242%" y2="89.03%"><stop offset="0%" stop-color="#FFEA83"></stop><stop offset="8.333%" stop-color="#FFDD35"></stop><stop offset="100%" stop-color="#FFA800"></stop></linearGradient></defs><path fill="url(#IconifyId1813088fe1fbc01fb466)" d="M255.153 37.938L134.897 252.976c-2.483 4.44-8.862 4.466-11.382.048L.875 37.958c-2.746-4.814 1.371-10.646 6.827-9.67l120.385 21.517a6.537 6.537 0 0 0 2.322-.004l117.867-21.483c5.438-.991 9.574 4.796 6.877 9.62Z"></path><path fill="url(#IconifyId1813088fe1fbc01fb467)" d="M185.432.063L96.44 17.501a3.268 3.268 0 0 0-2.634 3.014l-5.474 92.456a3.268 3.268 0 0 0 3.997 3.378l24.777-5.718c2.318-.535 4.413 1.507 3.936 3.838l-7.361 36.047c-.495 2.426 1.782 4.5 4.151 3.78l15.304-4.649c2.372-.72 4.652 1.36 4.15 3.788l-11.698 56.621c-.732 3.542 3.979 5.473 5.943 2.437l1.313-2.028l72.516-144.72c1.215-2.423-.88-5.186-3.54-4.672l-25.505 4.922c-2.396.462-4.435-1.77-3.759-4.114l16.646-57.705c.677-2.35-1.37-4.583-3.769-4.113Z"></path></svg>
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142
lightrag/lightrag.py
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@@ -363,14 +363,14 @@ class LightRAG:
self.namespace_prefix, NameSpace.VECTOR_STORE_ENTITIES self.namespace_prefix, NameSpace.VECTOR_STORE_ENTITIES
), ),
embedding_func=self.embedding_func, 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 self.relationships_vdb: BaseVectorStorage = self.vector_db_storage_cls( # type: ignore
namespace=make_namespace( namespace=make_namespace(
self.namespace_prefix, NameSpace.VECTOR_STORE_RELATIONSHIPS self.namespace_prefix, NameSpace.VECTOR_STORE_RELATIONSHIPS
), ),
embedding_func=self.embedding_func, 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 self.chunks_vdb: BaseVectorStorage = self.vector_db_storage_cls( # type: ignore
namespace=make_namespace( namespace=make_namespace(
@@ -408,16 +408,31 @@ class LightRAG:
self._storages_status = StoragesStatus.CREATED self._storages_status = StoragesStatus.CREATED
# Initialize storages
if self.auto_manage_storages_states: if self.auto_manage_storages_states:
loop = always_get_an_event_loop() self._run_async_safely(self.initialize_storages, "Storage Initialization")
loop.run_until_complete(self.initialize_storages())
def __del__(self): def __del__(self):
# Finalize storages
if self.auto_manage_storages_states: 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 = 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): async def initialize_storages(self):
"""Asynchronously initialize the storages""" """Asynchronously initialize the storages"""
@@ -491,7 +506,7 @@ class LightRAG:
input: str | list[str], input: str | list[str],
split_by_character: str | None = None, split_by_character: str | None = None,
split_by_character_only: bool = False, split_by_character_only: bool = False,
ids: list[str] | None = None, ids: str | list[str] | None = None,
) -> None: ) -> None:
"""Sync Insert documents with checkpoint support """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: 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_only: if split_by_character_only is True, split the string by character only, when
split_by_character is None, this parameter is ignored. 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 = always_get_an_event_loop()
loop.run_until_complete( loop.run_until_complete(
@@ -512,7 +527,7 @@ class LightRAG:
input: str | list[str], input: str | list[str],
split_by_character: str | None = None, split_by_character: str | None = None,
split_by_character_only: bool = False, split_by_character_only: bool = False,
ids: list[str] | None = None, ids: str | list[str] | None = None,
) -> None: ) -> None:
"""Async Insert documents with checkpoint support """Async Insert documents with checkpoint support
@@ -528,12 +543,19 @@ class LightRAG:
split_by_character, split_by_character_only 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 = 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( 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: ) -> None:
update_storage = False update_storage = False
try: try:
@@ -542,7 +564,10 @@ class LightRAG:
text_chunks = [self.clean_text(chunk) for chunk in text_chunks] text_chunks = [self.clean_text(chunk) for chunk in text_chunks]
# Process cleaned texts # Process cleaned texts
if doc_id is None:
doc_key = compute_mdhash_id(full_text, prefix="doc-") doc_key = compute_mdhash_id(full_text, prefix="doc-")
else:
doc_key = doc_id
new_docs = {doc_key: {"content": full_text}} new_docs = {doc_key: {"content": full_text}}
_add_doc_keys = await self.full_docs.filter_keys({doc_key}) _add_doc_keys = await self.full_docs.filter_keys({doc_key})
@@ -598,6 +623,8 @@ class LightRAG:
""" """
if isinstance(input, str): if isinstance(input, str):
input = [input] input = [input]
if isinstance(ids, str):
ids = [ids]
# 1. Validate ids if provided or generate MD5 hash IDs # 1. Validate ids if provided or generate MD5 hash IDs
if ids is not None: if ids is not None:
@@ -1366,12 +1393,14 @@ class LightRAG:
logger.debug(f"Starting deletion for document {doc_id}") logger.debug(f"Starting deletion for document {doc_id}")
doc_to_chunk_id = doc_id.replace("doc", "chunk")
# 2. Get all related chunks # 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: if not chunks:
return 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") logger.debug(f"Found {len(chunk_ids)} chunks to delete")
# 3. Before deleting, check the related entities and relationships for these chunks # 3. Before deleting, check the related entities and relationships for these chunks
@@ -1380,7 +1409,7 @@ class LightRAG:
entities = [ entities = [
dp dp
for dp in self.entities_vdb.client_storage["data"] 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") logger.debug(f"Chunk {chunk_id} has {len(entities)} related entities")
@@ -1388,7 +1417,7 @@ class LightRAG:
relations = [ relations = [
dp dp
for dp in self.relationships_vdb.client_storage["data"] 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") logger.debug(f"Chunk {chunk_id} has {len(relations)} related relations")
@@ -1499,41 +1528,70 @@ class LightRAG:
f"Updated {len(entities_to_update)} entities and {len(relationships_to_update)} relationships." 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 # Add verification step
async def verify_deletion(): async def verify_deletion():
# Verify if the document has been deleted # Verify if the document has been deleted
if await self.full_docs.get_by_id(doc_id): 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 # 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: 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 # Verify entities and relationships
for chunk_id in chunk_ids: for chunk_id in chunk_ids:
# Check entities await process_data("entities", self.entities_vdb, chunk_id)
entities_with_chunk = [ await process_data(
dp "relationships", self.relationships_vdb, chunk_id
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 verify_deletion() await verify_deletion()

13
lightrag/operate.py
View File

@@ -323,6 +323,7 @@ async def _merge_edges_then_upsert(
tgt_id=tgt_id, tgt_id=tgt_id,
description=description, description=description,
keywords=keywords, keywords=keywords,
source_id=source_id,
) )
return edge_data return edge_data
@@ -562,6 +563,7 @@ async def extract_entities(
compute_mdhash_id(dp["entity_name"], prefix="ent-"): { compute_mdhash_id(dp["entity_name"], prefix="ent-"): {
"content": dp["entity_name"] + dp["description"], "content": dp["entity_name"] + dp["description"],
"entity_name": dp["entity_name"], "entity_name": dp["entity_name"],
"source_id": dp["source_id"],
} }
for dp in all_entities_data 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-"): { compute_mdhash_id(dp["src_id"] + dp["tgt_id"], prefix="rel-"): {
"src_id": dp["src_id"], "src_id": dp["src_id"],
"tgt_id": dp["tgt_id"], "tgt_id": dp["tgt_id"],
"source_id": dp["source_id"],
"content": dp["keywords"] "content": dp["keywords"]
+ dp["src_id"] + dp["src_id"]
+ dp["tgt_id"] + dp["tgt_id"]
@@ -595,7 +598,7 @@ async def kg_query(
global_config: dict[str, str], global_config: dict[str, str],
hashing_kv: BaseKVStorage | None = None, hashing_kv: BaseKVStorage | None = None,
system_prompt: str | None = None, system_prompt: str | None = None,
) -> str: ) -> str | AsyncIterator[str]:
# Handle cache # Handle cache
use_model_func = global_config["llm_model_func"] use_model_func = global_config["llm_model_func"]
args_hash = compute_args_hash(query_param.mode, query, cache_type="query") 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) len_node_datas = len(node_datas)
node_datas = truncate_list_by_token_size( node_datas = truncate_list_by_token_size(
node_datas, 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, max_token_size=query_param.max_token_for_local_context,
) )
logger.debug( 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 = truncate_list_by_token_size(
all_edges_data, 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, 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 = truncate_list_by_token_size(
edge_datas, 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, max_token_size=query_param.max_token_for_global_context,
) )
use_entities, use_text_units = await asyncio.gather( 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) len_node_datas = len(node_datas)
node_datas = truncate_list_by_token_size( node_datas = truncate_list_by_token_size(
node_datas, 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, max_token_size=query_param.max_token_for_local_context,
) )
logger.debug( logger.debug(

5
lightrag/prompt.py
View File

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

186
lightrag_webui/bun.lock
View File

@@ -35,46 +35,48 @@
"graphology": "^0.26.0", "graphology": "^0.26.0",
"graphology-generators": "^0.11.2", "graphology-generators": "^0.11.2",
"lucide-react": "^0.475.0", "lucide-react": "^0.475.0",
"minisearch": "^7.1.1", "minisearch": "^7.1.2",
"react": "^19.0.0", "react": "^19.0.0",
"react-dom": "^19.0.0", "react-dom": "^19.0.0",
"react-dropzone": "^14.3.5", "react-dropzone": "^14.3.6",
"react-markdown": "^9.0.3", "react-markdown": "^9.1.0",
"react-number-format": "^5.4.3", "react-number-format": "^5.4.3",
"react-syntax-highlighter": "^15.6.1",
"rehype-react": "^8.0.0", "rehype-react": "^8.0.0",
"remark-gfm": "^4.0.1", "remark-gfm": "^4.0.1",
"remark-math": "^6.0.0", "remark-math": "^6.0.0",
"seedrandom": "^3.0.5", "seedrandom": "^3.0.5",
"sigma": "^3.0.1", "sigma": "^3.0.1",
"sonner": "^1.7.4", "sonner": "^1.7.4",
"tailwind-merge": "^3.0.1", "tailwind-merge": "^3.0.2",
"tailwind-scrollbar": "^4.0.0", "tailwind-scrollbar": "^4.0.1",
"zustand": "^5.0.3", "zustand": "^5.0.3",
}, },
"devDependencies": { "devDependencies": {
"@eslint/js": "^9.20.0", "@eslint/js": "^9.21.0",
"@stylistic/eslint-plugin-js": "^3.1.0", "@stylistic/eslint-plugin-js": "^3.1.0",
"@tailwindcss/vite": "^4.0.6", "@tailwindcss/vite": "^4.0.8",
"@types/bun": "^1.2.2", "@types/bun": "^1.2.3",
"@types/node": "^22.13.4", "@types/node": "^22.13.5",
"@types/react": "^19.0.10", "@types/react": "^19.0.10",
"@types/react-dom": "^19.0.4", "@types/react-dom": "^19.0.4",
"@types/react-syntax-highlighter": "^15.5.13",
"@types/seedrandom": "^3.0.8", "@types/seedrandom": "^3.0.8",
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"mdast-util-mdx-jsx/parse-entities/is-hexadecimal": ["is-hexadecimal@2.0.1", "", {}, "sha512-DgZQp241c8oO6cA1SbTEWiXeoxV42vlcJxgH+B3hi1AiqqKruZR3ZGF8In3fj4+/y/7rHvlOZLZtgJ/4ttYGZg=="],
"mdast-util-mdx-jsx/parse-entities/is-alphanumerical/is-alphabetical": ["is-alphabetical@2.0.1", "", {}, "sha512-FWyyY60MeTNyeSRpkM2Iry0G9hpr7/9kD40mD/cGQEuilcZYS4okz8SN2Q6rLCJ8gbCt6fN+rC+6tMGS99LaxQ=="],
} }
} }

2
lightrag_webui/index.html
View File

@@ -2,7 +2,7 @@
<html lang="en"> <html lang="en">
<head> <head>
<meta charset="UTF-8" /> <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" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Lightrag</title> <title>Lightrag</title>
</head> </head>

30
lightrag_webui/package.json
View File

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

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1
lightrag_webui/public/vite.svg
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@@ -1 +0,0 @@
<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="31.88" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 257"><defs><linearGradient id="IconifyId1813088fe1fbc01fb466" x1="-.828%" x2="57.636%" y1="7.652%" y2="78.411%"><stop offset="0%" stop-color="#41D1FF"></stop><stop offset="100%" stop-color="#BD34FE"></stop></linearGradient><linearGradient id="IconifyId1813088fe1fbc01fb467" x1="43.376%" x2="50.316%" y1="2.242%" y2="89.03%"><stop offset="0%" stop-color="#FFEA83"></stop><stop offset="8.333%" stop-color="#FFDD35"></stop><stop offset="100%" stop-color="#FFA800"></stop></linearGradient></defs><path fill="url(#IconifyId1813088fe1fbc01fb466)" d="M255.153 37.938L134.897 252.976c-2.483 4.44-8.862 4.466-11.382.048L.875 37.958c-2.746-4.814 1.371-10.646 6.827-9.67l120.385 21.517a6.537 6.537 0 0 0 2.322-.004l117.867-21.483c5.438-.991 9.574 4.796 6.877 9.62Z"></path><path fill="url(#IconifyId1813088fe1fbc01fb467)" d="M185.432.063L96.44 17.501a3.268 3.268 0 0 0-2.634 3.014l-5.474 92.456a3.268 3.268 0 0 0 3.997 3.378l24.777-5.718c2.318-.535 4.413 1.507 3.936 3.838l-7.361 36.047c-.495 2.426 1.782 4.5 4.151 3.78l15.304-4.649c2.372-.72 4.652 1.36 4.15 3.788l-11.698 56.621c-.732 3.542 3.979 5.473 5.943 2.437l1.313-2.028l72.516-144.72c1.215-2.423-.88-5.186-3.54-4.672l-25.505 4.922c-2.396.462-4.435-1.77-3.759-4.114l16.646-57.705c.677-2.35-1.37-4.583-3.769-4.113Z"></path></svg>
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4
lightrag_webui/src/api/lightrag.ts
View File

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

4
lightrag_webui/src/components/graph/GraphControl.tsx
View File

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

78
lightrag_webui/src/components/graph/GraphLabels.tsx
View File

@@ -1,35 +1,37 @@
import { useCallback, useState } from 'react' import { useCallback } from 'react'
import { AsyncSelect } from '@/components/ui/AsyncSelect' import { AsyncSelect } from '@/components/ui/AsyncSelect'
import { getGraphLabels } from '@/api/lightrag' import { getGraphLabels } from '@/api/lightrag'
import { useSettingsStore } from '@/stores/settings' import { useSettingsStore } from '@/stores/settings'
import { useGraphStore } from '@/stores/graph'
import { labelListLimit } from '@/lib/constants'
import MiniSearch from 'minisearch' import MiniSearch from 'minisearch'
const lastGraph: any = {
graph: null,
searchEngine: null,
labels: []
}
const GraphLabels = () => { const GraphLabels = () => {
const label = useSettingsStore.use.queryLabel() const label = useSettingsStore.use.queryLabel()
const [labels, setLabels] = useState<{ const graph = useGraphStore.use.sigmaGraph()
labels: string[]
searchEngine: MiniSearch | null
}>({
labels: [],
searchEngine: null
})
const [fetched, setFetched] = useState(false)
const fetchData = useCallback( const getSearchEngine = useCallback(async () => {
async (query?: string): Promise<string[]> => { if (lastGraph.graph == graph) {
let _labels = labels.labels return {
let _searchEngine = labels.searchEngine labels: lastGraph.labels,
searchEngine: lastGraph.searchEngine
if (!fetched || !_searchEngine) { }
_labels = ['*'].concat(await getGraphLabels()) }
const labels = ['*'].concat(await getGraphLabels())
// Ensure query label exists // Ensure query label exists
if (!_labels.includes(useSettingsStore.getState().queryLabel)) { if (!labels.includes(useSettingsStore.getState().queryLabel)) {
useSettingsStore.getState().setQueryLabel(_labels[0]) useSettingsStore.getState().setQueryLabel(labels[0])
} }
// Create search engine // Create search engine
_searchEngine = new MiniSearch({ const searchEngine = new MiniSearch({
idField: 'id', idField: 'id',
fields: ['value'], fields: ['value'],
searchOptions: { searchOptions: {
@@ -42,26 +44,38 @@ const GraphLabels = () => {
}) })
// Add documents // Add documents
const documents = _labels.map((str, index) => ({ id: index, value: str })) const documents = labels.map((str, index) => ({ id: index, value: str }))
_searchEngine.addAll(documents) searchEngine.addAll(documents)
setLabels({ lastGraph.graph = graph
labels: _labels, lastGraph.searchEngine = searchEngine
searchEngine: _searchEngine lastGraph.labels = labels
})
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 // Search labels
return _searchEngine.search(query).map((result) => _labels[result.id]) result = searchEngine.search(query).map((r) => labels[r.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) => { const setQueryLabel = useCallback((label: string) => {
if (label.startsWith('And ') && label.endsWith(' others')) return
useSettingsStore.getState().setQueryLabel(label) useSettingsStore.getState().setQueryLabel(label)
}, []) }, [])

10
lightrag_webui/src/components/graph/GraphSearch.tsx
View File

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

7
lightrag_webui/src/components/graph/LayoutsControl.tsx
View File

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

109
lightrag_webui/src/components/graph/Settings.tsx
View File

@@ -1,9 +1,10 @@
import { useState, useCallback, useEffect } from 'react'
import { Popover, PopoverContent, PopoverTrigger } from '@/components/ui/Popover' import { Popover, PopoverContent, PopoverTrigger } from '@/components/ui/Popover'
import Checkbox from '@/components/ui/Checkbox' import Checkbox from '@/components/ui/Checkbox'
import Button from '@/components/ui/Button' import Button from '@/components/ui/Button'
import Separator from '@/components/ui/Separator' import Separator from '@/components/ui/Separator'
import Input from '@/components/ui/Input' import Input from '@/components/ui/Input'
import { useState, useCallback, useEffect } from 'react'
import { controlButtonVariant } from '@/lib/constants' import { controlButtonVariant } from '@/lib/constants'
import { useSettingsStore } from '@/stores/settings' import { useSettingsStore } from '@/stores/settings'
import { useBackendState } from '@/stores/state' 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. * Component that displays a popover with settings options.
*/ */
@@ -45,11 +114,12 @@ export default function Settings() {
const showPropertyPanel = useSettingsStore.use.showPropertyPanel() const showPropertyPanel = useSettingsStore.use.showPropertyPanel()
const showNodeSearchBar = useSettingsStore.use.showNodeSearchBar() const showNodeSearchBar = useSettingsStore.use.showNodeSearchBar()
const showNodeLabel = useSettingsStore.use.showNodeLabel() const showNodeLabel = useSettingsStore.use.showNodeLabel()
const enableEdgeEvents = useSettingsStore.use.enableEdgeEvents() const enableEdgeEvents = useSettingsStore.use.enableEdgeEvents()
const enableNodeDrag = useSettingsStore.use.enableNodeDrag() const enableNodeDrag = useSettingsStore.use.enableNodeDrag()
const enableHideUnselectedEdges = useSettingsStore.use.enableHideUnselectedEdges() const enableHideUnselectedEdges = useSettingsStore.use.enableHideUnselectedEdges()
const showEdgeLabel = useSettingsStore.use.showEdgeLabel() const showEdgeLabel = useSettingsStore.use.showEdgeLabel()
const graphQueryMaxDepth = useSettingsStore.use.graphQueryMaxDepth()
const graphLayoutMaxIterations = useSettingsStore.use.graphLayoutMaxIterations()
const enableHealthCheck = useSettingsStore.use.enableHealthCheck() const enableHealthCheck = useSettingsStore.use.enableHealthCheck()
const apiKey = useSettingsStore.use.apiKey() 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 () => { const setApiKey = useCallback(async () => {
useSettingsStore.setState({ apiKey: tempApiKey || null }) useSettingsStore.setState({ apiKey: tempApiKey || null })
await useBackendState.getState().check() await useBackendState.getState().check()
@@ -129,6 +209,14 @@ export default function Settings() {
onCloseAutoFocus={(e) => e.preventDefault()} onCloseAutoFocus={(e) => e.preventDefault()}
> >
<div className="flex flex-col gap-2"> <div className="flex flex-col gap-2">
<LabeledCheckBox
checked={enableHealthCheck}
onCheckedChange={setEnableHealthCheck}
label="Health Check"
/>
<Separator />
<LabeledCheckBox <LabeledCheckBox
checked={showPropertyPanel} checked={showPropertyPanel}
onCheckedChange={setShowPropertyPanel} onCheckedChange={setShowPropertyPanel}
@@ -172,11 +260,18 @@ export default function Settings() {
/> />
<Separator /> <Separator />
<LabeledNumberInput
<LabeledCheckBox label="Max Query Depth"
checked={enableHealthCheck} min={1}
onCheckedChange={setEnableHealthCheck} value={graphQueryMaxDepth}
label="Health Check" onEditFinished={setGraphQueryMaxDepth}
/>
<LabeledNumberInput
label="Max Layout Iterations"
min={1}
max={20}
value={graphLayoutMaxIterations}
onEditFinished={setGraphLayoutMaxIterations}
/> />
<Separator /> <Separator />

112
lightrag_webui/src/components/retrieval/ChatMessage.tsx Normal file
View File

@@ -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>
)
}

47
lightrag_webui/src/features/RetrievalTesting.tsx
View File

@@ -1,38 +1,16 @@
import Input from '@/components/ui/Input' import Input from '@/components/ui/Input'
import Button from '@/components/ui/Button' import Button from '@/components/ui/Button'
import { useCallback, useEffect, useRef, useState } from 'react' 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 { errorMessage } from '@/lib/utils'
import { useSettingsStore } from '@/stores/settings' import { useSettingsStore } from '@/stores/settings'
import { useDebounce } from '@/hooks/useDebounce' import { useDebounce } from '@/hooks/useDebounce'
import QuerySettings from '@/components/retrieval/QuerySettings' import QuerySettings from '@/components/retrieval/QuerySettings'
import { ChatMessage, MessageWithError } from '@/components/retrieval/ChatMessage'
import ReactMarkdown from 'react-markdown' import { EraserIcon, SendIcon } from 'lucide-react'
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>
)
}
export default function RetrievalTesting() { export default function RetrievalTesting() {
const [messages, setMessages] = useState<Message[]>( const [messages, setMessages] = useState<MessageWithError[]>(
() => useSettingsStore.getState().retrievalHistory || [] () => useSettingsStore.getState().retrievalHistory || []
) )
const [inputValue, setInputValue] = useState('') const [inputValue, setInputValue] = useState('')
@@ -147,22 +125,7 @@ export default function RetrievalTesting() {
key={idx} key={idx}
className={`flex ${message.role === 'user' ? 'justify-end' : 'justify-start'}`} className={`flex ${message.role === 'user' ? 'justify-end' : 'justify-start'}`}
> >
<div {<ChatMessage message={message} />}
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>
</div> </div>
)) ))
)} )}

1
lightrag_webui/src/features/SiteHeader.tsx
View File

@@ -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"> <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"> <a href="/" className="mr-6 flex items-center gap-2">
<ZapIcon className="size-4 text-emerald-400" aria-hidden="true" /> <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> <span className="font-bold md:inline-block">{SiteInfo.name}</span>
</a> </a>

15
lightrag_webui/src/hooks/useLightragGraph.tsx
View File

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

38
lightrag_webui/src/lib/constants.ts
View File

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

51
lightrag_webui/src/stores/settings.ts
View File

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