HKUDS/LightRAG

Issues

• Neo4j查询无结果：No high level context found. Switching to local mode. An error occurred: cannot access local variable 'll_entities_context' where it is not associated with a value

  #501 opened 3 days ago by hixulei
  0

• Error calling ChatGLM Embedding API

  #490 opened 5 days ago by Dullne
  2

• Extracting entities from chunks trapped

  #431 opened 15 days ago by FocusCareer
  2

• Entity Extraction stuck on 0% with only CPU

  #500 opened 4 days ago by podral3
  0

• INFO:httpx:HTTP Request: POST http://127.0.0.1:11434/api/chat "HTTP/1.1 500 Internal Server Error" ollama._types.ResponseError: POST predict: Post "http://127.0.0.1:52582/completion": EOF

  #497 opened 4 days ago by shalini-agarwal
  0

• Not able to extract any entities; LLM is not working error. Writing graph with 0 nodes, 0 edges.

  #499 opened 4 days ago by shalini-agarwal
  0

• 请问如何控制抽取实体和关系过程中大模型的并发量

  #463 opened 4 days ago by wi162yyxq
  2

• Getting 'internal server error' while running ollama_demo file for lightrag for various smaller models. NEED HELP.

  #498 opened 4 days ago by shalini-agarwal
  0

• 并发调用API query接口报错

  #496 opened 4 days ago by Yu-Xiao-Sheng
  2

• Poor node deduplication - how to have more control?

  #495 opened 4 days ago by jbartot
  2

• Can we change entites that are hardcoded

  #493 opened 5 days ago by pratham-adav
  0

• We particularly need experimental scripts and evaluation functions to reproduce the performance results mentioned in the paper.

  #492 opened 5 days ago by dannis97500
  0

• requests.exceptions.ConnectionError

  #472 opened 8 days ago by fireSunset
  5

• Please add streaming output, as it is very useful for us.

  #491 opened 5 days ago by valueLzy
  0

• ENCODER = tiktoken.encoding_for_model(model_name) tiktoken openai？

  #489 opened 5 days ago by kyre-99
  0

• Debug:lightrag:Trigger summary:

  #488 opened 5 days ago by anguy044
  0

• Question about trained/chunked rag

  #449 opened 13 days ago by anguy044
  2

• production use-case questions

  #422 opened 16 days ago by ChristianWunderlich
  5

• Why Using Labels for Node Names and Label-Based Search Optimization in Neo4j

  #487 opened 6 days ago by domenicopolicastro
  0

• 数据库中的文本复用

  #486 opened 6 days ago by HerSophia
  1

• Inserting a multi-part document results in duplicate nodes and edges

  #485 opened 6 days ago by jin38324
  0

• when using grok for chat and openai for embedding, some http requests to openai.com/v1/embeddings work, some fail because it's using the wrong api key

  #484 opened 6 days ago by felixniemeyer
  0

• fixed the examples bug :ERROR:asyncio:Cancelling an overlapped future failed

  #478 opened 6 days ago by KevinZhuoGpt
  1

• SurrealDB 2.0 support as VectorStorage, KVStorage and GraphStorage! 🔥

  #481 opened 6 days ago by sFritsch09
  0

• Redundant sorting

  #480 opened 7 days ago by ajmani2195
  0

• Possibility to add metadata to chunks and return that with the result in json structure

  #468 opened 9 days ago by ewagner70
  2

• Increase speed when insert batch

  #475 opened 8 days ago by vanhdz2611
  1

• Ollama local demo test, got stuck at the end and didn’t run

  #474 opened 8 days ago by kyre-99
  0

• AttributeError: 'NoneType' object has no attribute 'global_config'

  #466 opened 10 days ago by alllexx88
  1

• _get_storage_class should return a Dict instead of Type[BaseGraphStorage]

  #473 opened 8 days ago by xuanleilin
  0

• Regardless of the method chosen, it displays requests.exceptions.ConnectionError

  #471 opened 8 days ago by fireSunset
  0

•  Examining the path of torch.classes raised: Tried to instantiate class '__path__._path', but it does not exist! Ensure that it is registered via torch::class_

  #470 opened 8 days ago by KevinZhuoGpt
  0

• Add - Option to return source file name used for answering the query

  #469 opened 8 days ago by Arslan-Mehmood1
  0

• use lightrag-1.0..5 TypeError: lazy_external_import.<locals>.import_class() got an unexpected keyword argument 'namespace'

  #457 opened 12 days ago by fairleehu
  5

• SEPATAROR in graph_chunk_entity_relation.graphml

  #456 opened 12 days ago by eddprogrammer
  1

• lightrag_ollama_demo.py running successfully, but without answering the question, keeping embedding

  #455 opened 13 days ago by SorrowRX
  1

• [Enh]: add support for elasticsearch

  #460 opened 11 days ago by flefevre
  1

• Adding Azure AI Search / Customized database

  #459 opened 11 days ago by annawiewer
  0

• Use light-rag without cuda

  #454 opened 13 days ago by Fianax
  9

• Looking for 'openaipublic.blob.core.windows.net' even using only local ollama models

  #439 opened 14 days ago by miary
  1

• AsyncCompletions.create() got an unexpected keyword argument 'keyword_extraction

  #453 opened 13 days ago by Z-oo883
  3

• 如何使用本地的embedding模型

  #448 opened 14 days ago by joseph16388
  4

• batch_eval may be subject to positional / recency bias

  #438 opened 14 days ago by bhelm
  1

• content_keywords & high_level_keywords

  #451 opened 13 days ago by eddprogrammer
  2

• 关于单纯使用LightRAG

  #445 opened 13 days ago by joseph16388
  2

• Propose to standardize Document structure

  #446 opened 14 days ago by zhangxingeng
  2

• 10x slower performance on Neo4j AuraDB vs Local Neo4j

  #450 opened 13 days ago by Nauxie
  0

• 使用 pip install lightrag-hku 安装需要额外安装其他库才能运行

  #433 opened 15 days ago by HuiDBK
  1

• Metadata

  #437 opened 14 days ago by jbartot
  1

• why sorted(edge['src_id'],edge('tgt_id'))?

  #427 opened 15 days ago by masterwang22327
  1