91 Pull requests merged by 22 people

• UI updates.

  #6398 merged Mar 21, 2025

• Fix: change ollama default num_ctx.

  #6395 merged Mar 21, 2025

• Fix: the error of Ollama embeddings interface returning "500 Internal Server Error"

  #6350 merged Mar 21, 2025

• Fix: flow list translate to zh

  #6371 merged Mar 21, 2025

• Fix: add_chunk api, empty content issue

  #6390 merged Mar 21, 2025

• Feat: Add Duplicate ID Check and Update Deletion Logic

  #6376 merged Mar 21, 2025

• Fix broken discord invitation links

  #6388 merged Mar 21, 2025

• Refa: control the simi for entity resolution.

  #6386 merged Mar 21, 2025

• Fix: huggingface rerank model issue.

  #6385 merged Mar 21, 2025

• Remove feature_request.md

  #6383 merged Mar 21, 2025

• Refa: refine template.

  #6382 merged Mar 21, 2025

• Refa: refine template.

  #6381 merged Mar 21, 2025

• Fix: let quot stay.

  #6377 merged Mar 21, 2025

• Feat: Add user registration toggle feature

  #6327 merged Mar 21, 2025

• Fix: Optimized the get_by_id method to resolve the issue of missing exceptions and improve query performance

  #6320 merged Mar 20, 2025

• Call register_scripts on connecting redis

  #6361 merged Mar 20, 2025

• Chore: unify Ruff config and enable async checks (ASYNC, TRIO)

  #6351 merged Mar 20, 2025

• Feat: Add the functionality to load environment variables from a .env file

  #6331 merged Mar 20, 2025

• Fix update_progress

  #6340 merged Mar 20, 2025

• Fix(api): correct document parsing progress check logic

  #6318 merged Mar 20, 2025

• Fix: type import

  #6328 merged Mar 20, 2025

• Fix: Resolved a bug where sibling components in Canvas were not restricted to fetching data from the upstream when parallel components were present.

  #6315 merged Mar 20, 2025

• Fix: adapt to old configurations.

  #6321 merged Mar 20, 2025

• Fix: rerank with vllm issue.

  #6306 merged Mar 20, 2025

• Test: Skip unstable 'stop parse documents' test cases

  #6310 merged Mar 20, 2025

• Feat: add VLM-boosted DocX parser

  #6307 merged Mar 20, 2025

• Feat: add fallback for PDF figure parser

  #6305 merged Mar 20, 2025

• Fix: optimize setting config initialization to resolve Minio initialization error

  #6282 merged Mar 20, 2025

• UI updates

  #6290 merged Mar 20, 2025

• Test: Added test cases for Stop Parse Documents HTTP API

  #6285 merged Mar 20, 2025

• Feat: add VLM-boosted PDF parser

  #6278 merged Mar 20, 2025

• Feat: add agent share team viewer

  #6222 merged Mar 19, 2025

• Fix: In the Agent's workflow, the input content cannot be wrapped, and \n will not work, otherwise an error will be reported #6241

  #6284 merged Mar 19, 2025

• Docs: Update accelerate_doc_indexing.mdx

  #6268 merged Mar 19, 2025

• Fix get_unacked_iterator

  #6280 merged Mar 19, 2025

• Fix: Add a basic example when the example of content_tagging is empty

  #6276 merged Mar 19, 2025

• Fix: switch follow interact issue.

  #6279 merged Mar 19, 2025

• Feat: Alter TreeView component #3221

  #6272 merged Mar 19, 2025

• Feat: support agent version history.

  #6130 merged Mar 19, 2025

• Fix: long api key issue.

  #6267 merged Mar 19, 2025

• Fix: remove dup ids for APIs.

  #6263 merged Mar 19, 2025

• Fix: Nan response for retrieval component.

  #6265 merged Mar 19, 2025

• Feat: add TTS support for SILICONFLOW.

  #6264 merged Mar 19, 2025

• Fix: let parsing continue.

  #6259 merged Mar 19, 2025

• Fix: type violations.

  #6262 merged Mar 19, 2025

• Fix: tag_feas deletion error.

  #6257 merged Mar 19, 2025

• Fix: read flow blank template strings from i18n file

  #6240 merged Mar 19, 2025

• Miscellaneous updates

  #6245 merged Mar 18, 2025

• Fix: #5719 Added type check for parser_config

  #6243 merged Mar 18, 2025

• Fix: Nan issue.

  #6242 merged Mar 18, 2025

• Test: Added test cases for Parse Documents HTTP API

  #6235 merged Mar 18, 2025

• Fix: empty retrieval kb ids.

  #6236 merged Mar 18, 2025

• Feat: text file support position retaining.

  #6231 merged Mar 18, 2025

• Feat: Alter TransferList props #3221

  #6226 merged Mar 18, 2025

• Fix: rank feat issue.

  #6225 merged Mar 18, 2025

• Feat: add vision LLM PDF parser

  #6173 merged Mar 18, 2025

• Fix: add support for non-stream response with session.ask_without_stream

  #6207 merged Mar 18, 2025

• Feat: Add TreeView component #3221

  #6214 merged Mar 18, 2025

• Fix: miss url path.

  #6211 merged Mar 18, 2025

• Fix: enable ollama api-key.

  #6205 merged Mar 18, 2025

• Fix: float transfer exception.

  #6197 merged Mar 18, 2025

• Docs: rm max token

  #6202 merged Mar 18, 2025

• Docs: remove max tokens.

  #6198 merged Mar 18, 2025

• Fix: doc deletion failure with invalid docid.

  #6194 merged Mar 18, 2025

• Fix: NaN data error.

  #6192 merged Mar 18, 2025

• Fix: in case response.choices[0].message.content is None.

  #6190 merged Mar 18, 2025

• Feat: Improve Recognizer.py performance

  #6185 merged Mar 18, 2025

• Fix: none item while concating df.

  #6176 merged Mar 17, 2025

• Test: Added test cases for Delete Documents HTTP API

  #6175 merged Mar 17, 2025

• Refa: Improve ppt_parser better handle list

  #6162 merged Mar 17, 2025

• Refa: PARALLEL_DEVICES is a static parameter.

  #6168 merged Mar 17, 2025

• Test: update test cases per pr #6144

  #6166 merged Mar 17, 2025

• Fix: Correct parameter retrieval in thumbup api

  #6114 merged Mar 17, 2025

• Test: Added test cases for List Documents HTTP API

  #6158 merged Mar 17, 2025

• Test: fix expected value validation for list dataset endpoint

  #6160 merged Mar 17, 2025

• Miscellaneous UI updates

  #6094 merged Mar 17, 2025

• Refa: fix re-rank scope.

  #6152 merged Mar 17, 2025

• Refa: refine the error message.

  #6151 merged Mar 17, 2025

• Fix: retrieval debug mode issue.

  #6150 merged Mar 17, 2025

• Fix: validation of readonly fields.

  #6144 merged Mar 17, 2025

• Feat: add OCR's muti-gpus and parallel processing support

  #5972 merged Mar 17, 2025

• Feat: Limit view with more knowledge when list knowledge so many

  #6093 merged Mar 17, 2025

• Test: update test cases per pr #6095 to fix issue #6039

  #6143 merged Mar 17, 2025

• Doc: Update readme document

  #6052 merged Mar 17, 2025

• Test: Added test cases for Update Documents HTTP API

  #6106 merged Mar 17, 2025

• Fix: update link of deploy_local_llm.mdx

  #6110 merged Mar 17, 2025

• Introduced task priority

  #6118 merged Mar 14, 2025

• Fix: Fixed the issue that events cannot be triggered after the shadcn-ui dialog is closed #3221.

  #6108 merged Mar 14, 2025

• Fix: empty tag field issue.

  #6103 merged Mar 14, 2025

• Regards kb_id at ElasticSearch insert, update, delete.

  #6105 merged Mar 14, 2025

• Fix: limit the depth of DFS

  #6101 merged Mar 14, 2025

14 Pull requests opened by 8 people

• Fix infinite recursion in RagTokenizer when processing repetitive characters

  #6109 opened Mar 14, 2025

• Added a model unloading feature to save memory, supporting selective …

  #6200 opened Mar 18, 2025

• Remove empty example lines

  #6316 opened Mar 20, 2025

• add provider google

  #6325 opened Mar 20, 2025

• add openai agent

  #6329 opened Mar 20, 2025

• allow search select UI

  #6330 opened Mar 20, 2025

• variables component agent

  #6333 opened Mar 20, 2025

• Feat: extend S3 storage compatibility and add knowledge base ID prefix

  #6355 opened Mar 20, 2025

• Add Milvus vector database support

  #6367 opened Mar 20, 2025

• Fix: multiple top-level packages error in Python project

  #6370 opened Mar 21, 2025

• Adds hierarchical title path tracking for tables in DOCX documents to improve context association

  #6374 opened Mar 21, 2025

• Fix: allow remember on local localStorage web client

  #6393 opened Mar 21, 2025

• Fix: rerank with YoudaoRerank issue.

  #6396 opened Mar 21, 2025

• Fix: miss calculate of token number.

  #6401 opened Mar 21, 2025

60 Issues closed by 36 people

• [Bug]: Errors are output when answering questions in the knowledge base

  #6322 closed Mar 21, 2025

• [Feature Request]: support milvus

  #6359 closed Mar 21, 2025

• 知识库中的数据集出现类似乱码的现象

  #6391 closed Mar 21, 2025

• [Question]: Why does the /api/v1/retrieval endpoint return the same scores regardless of whether the rerank_id is assigned or not? Did I call the rerank_id parameter incorrectly?

  #6380 closed Mar 21, 2025

• [Bug]: Behavior of parse document/delete document via HTTP API with duplicate IDs is inconsistent with delete dataset

  #6234 closed Mar 21, 2025

• [Bug]: Discord Link Invalid

  #6366 closed Mar 21, 2025

• [Feature Request]: Support for SearXNG search engine

  #6342 closed Mar 21, 2025

• [Question]:为何知识库里有40条记录，匹配输出时只输出4条，如下是详细信息

  #6373 closed Mar 21, 2025

• [Question]: how to analysis finance excel table well?

  #5888 closed Mar 21, 2025

• [Bug]: After optimizing the problem optimization component, input it into the knowledge base retrieval component, and the retrieval content is empty

  #6336 closed Mar 21, 2025

• [Question]: How to connect to open-webui ?

  #5861 closed Mar 20, 2025

• [Question]: Regarding the use of thread pools

  #5759 closed Mar 20, 2025

• [Question]: Authority issue for files uploaded in chat.

  #5805 closed Mar 20, 2025

• [Question]: How can I upload a file during the agent chat if I have added a file parameter in the Begin component?

  #5977 closed Mar 20, 2025

• [Question]:Dockerized Ragflow Server: Elasticsearch Connection Error [Errno 111]

  #6341 closed Mar 20, 2025

• [Question]: sometime when parsing document the task always is queued，why？

  #6275 closed Mar 20, 2025

• [Question]: The file parsing process is stuck and not progressing.

  #6129 closed Mar 20, 2025

• [Question]: Parsing the file has not progressed, and there are no errors in the log.

  #6224 closed Mar 20, 2025

• [Question]: parsing document API interface is called again, an error will be reported: Can't stop parsing document with progress at 0 or 100

  #6312 closed Mar 20, 2025

• [Question]: "I read the source code, which includes the calculation of term frequency and IDF. However, these two aspects are not used in the keyword retrieval part. What is the main dependency for keyword retrieval in the project?"

  #6323 closed Mar 20, 2025

• [Question]: Call api interface how to get session history

  #6311 closed Mar 20, 2025

• [Bug]:Unable to delete tag of chunk

  #6218 closed Mar 20, 2025

• As per the previous response, I have modified the docker-compose.yml file to map the host directory to the container's /root/.ragflow directory to avoid re-downloading models on container restart. My updated configuration is as follows:

  #3342 closed Mar 20, 2025

• [Question]: parsing document API interface is called again, an error will be reported: Can't stop parsing document with progress at 0 or 100.

  #6274 closed Mar 20, 2025

• [Question]: a question about data leakage

  #6261 closed Mar 20, 2025

• [Bug]: wget Authentication error: API key is invalid!

  #6256 closed Mar 19, 2025

• [Bug]: In the Agent's workflow, the input content cannot be wrapped, and \n will not work, otherwise an error will be reported

  #6241 closed Mar 19, 2025

• [Question]: Knowlegde base crashed?

  #6132 closed Mar 19, 2025

• [Question]: Community reports generation fails 0.17.2

  #6131 closed Mar 19, 2025

• [Question]: Switch Component in Agent doesn't route as expected.

  #6254 closed Mar 19, 2025

• [Bug]: docker build --build-arg NEED_MIRROR=1 -f Dockerfile -t infiniflow/ragflow:nightly . 执行这个报错

  #6249 closed Mar 19, 2025

• [Question]: Can we manually insert the files into knowledge base instead of uploading them?

  #2698 closed Mar 19, 2025

• [Bug]: task_executor parsing task cannot be ended

  #6258 closed Mar 19, 2025

• [Feature Request]: Can Python support the domestic database dmPython?

  #6221 closed Mar 19, 2025

• [Question]: What open-source models does the document parser support

  #5901 closed Mar 19, 2025

• [Question]: Implement OpenAI compatible API via IONOS

  #5783 closed Mar 18, 2025

• [Bug]: HTTP API Lacks Type and Valid Value Checks for all parameters under parser_config During Dataset Creation

  #5719 closed Mar 18, 2025

• [Question]: System Model Settings can not found Chat model

  #6068 closed Mar 18, 2025

• [Question]: Stuck in-- "WARNING 26 RedisDB.queue_info rag_flow_svr_queue got exception: no such key"

  #6204 closed Mar 18, 2025

• [Question]: Does the agent-sessions in the http API need to be cleaned up?

  #4821 closed Mar 18, 2025

• [Question]: Why are there multiple `</think>` tags in the response data returned by the `/completion` interface?

  #6215 closed Mar 18, 2025

• [Question]: APIKEY problem

  #5962 closed Mar 18, 2025

• [Question]: Error when starting MySQL container

  #6196 closed Mar 18, 2025

• [Bug]: KeyError: 'llm'【Resolved】

  #6187 closed Mar 18, 2025

• [Question]: 0.17.2 ollama 部署bge-m3 rerank模型，不支持；

  #6167 closed Mar 17, 2025

• [Question]: Aws Claude - When message window size > 1 - Can't invoke 'anthropic.claude-v2:1'. Reason: An error occurred (ValidationException)

  #5930 closed Mar 17, 2025

• [Question]: Previous version's knowledge base lose efficacy

  #5953 closed Mar 17, 2025

• [Bug]: Agent BUG

  #6145 closed Mar 17, 2025

• [Question]: How to solve #6132 ?

  #6154 closed Mar 17, 2025

• [Feature Request]: Does the parsing file support multi-threading

  #6156 closed Mar 17, 2025

• [Question]: AttributeError: 'Pdf' object has no attribute 'page_images'

  #5826 closed Mar 17, 2025

• agent中 DB Assistant模板连不上es，第一次可能行，后面就会报错。试了好几个版本

  #6125 closed Mar 17, 2025

• [Bug]: After the txt file is parsed, all the "n" characters are accidentally removed, resulting in document errors

  #5704 closed Mar 17, 2025

• [Bug]: File Download via HTTP API Returns Success JSON When document_id Is Empty

  #6031 closed Mar 17, 2025

• [Question]: get Error: 'i=1' while chat with deepseek

  #6134 closed Mar 16, 2025

• 扫二维码添加 RAGFlow 小助手，进 RAGFlow 交流群。 对方被添加为朋友过于频繁，请稍后再试

  #6123 closed Mar 15, 2025

• [Question]: MacBook m4，can’t upload ppt file

  #6069 closed Mar 14, 2025

• [Bug]: Concurrent HTTP API File Uploads Result In Inconsistent List Dataset document_count

  #6039 closed Mar 14, 2025

• [Feature Request]: Revamp user interface

  #3221 closed Mar 14, 2025

• [Bug]: Parsing 2nd Knowledgebase with Knowledge Graph removes Knowledge Graph from 1st Knowledgebase

  #6066 closed Mar 14, 2025

140 Issues opened by 119 people

• [Question]: Multiple parsing of the same file.

  #6403 opened Mar 21, 2025

• [Question]: Be careful not to exceed the limit of four references.

  #6402 opened Mar 21, 2025

• I hope to add variables and Python code executors to the agent to facilitate the construction of more flexible agents

  #6400 opened Mar 21, 2025

• [Bug]: When reasoning is enabled and the create chat completion API is called, the response data...

  #6399 opened Mar 21, 2025

• [Bug]: Cannot retrieve the external knowledgebase on ragflow from dify

  #6397 opened Mar 21, 2025

• The dataset in the knowledge base shows signs of garbled characters.

  #6394 opened Mar 21, 2025

• [Bug]: How can we add bge-reranker-large to Ragflow?

  #6392 opened Mar 21, 2025

• [Bug]: 'NoneType' object is not iterable vllm embedding model

  #6389 opened Mar 21, 2025

• [Bug]: HTTP API add_chunk：Space-only content in content field triggers backend model errors

  #6387 opened Mar 21, 2025

• [Question]: Max tokens option not found

  #6379 opened Mar 21, 2025

• [Question]: why task_executor occupy too much memory

  #6378 opened Mar 21, 2025

• The file status is not clear after being uploaded

  #6375 opened Mar 21, 2025

• [Question]:Split blocks with large differences in length

  #6368 opened Mar 21, 2025

• [Feature Request]: Is it possible to edit the model's system prompt words when creating an agent?

  #6365 opened Mar 20, 2025

• [Question]: How can I keep a section of text intact without being split into blocks? How to customize block segmentation？

  #6364 opened Mar 20, 2025

• [Feature Request]: Improve UI for 'set metadata' field

  #6363 opened Mar 20, 2025

• [Bug]: Missing Characters in Thought Chain When Using API for Inference

  #6362 opened Mar 20, 2025

• [Question]: Still using Deepdoc although I set Ollama model as parsing model?

  #6360 opened Mar 20, 2025

• [Feature Request]: Document Filtering

  #6358 opened Mar 20, 2025

• [Question]: question related to stream:true response from api and increasing response speed

  #6357 opened Mar 20, 2025

• [Bug]: Reference invalidation

  #6356 opened Mar 20, 2025

• [Question]: Only the full version image can make use of GPU during parsing, not slim

  #6354 opened Mar 20, 2025

• [Question]: The parameters in the Begin component cannot be updated via the HTTP API /api/v1/agents/{agent_id}/completions; they always retain the values assigned during the initial creation of the agent session.

  #6353 opened Mar 20, 2025

• [Question]: The input (140999 tokens) is longer than the model's context length (128000 tokens).

  #6352 opened Mar 20, 2025

• [Question]: Search Test encounter BadRequestError('search_phase_execution_exception', meta=ApiResponseMeta(status=400)...

  #6349 opened Mar 20, 2025

• [Bug]: Issues with Adding Models Using the Hugging Face Hub Module

  #6348 opened Mar 20, 2025

• [Question]: got exception DoesNotExist What is the error?

  #6347 opened Mar 20, 2025

• [Question]: Someone can offer me some steps for upgrade from 0.16.0 to 0.17.2. I don't know how to update correctly.

  #6346 opened Mar 20, 2025

• [Question]: Problems encountered when compiling the source code of RAGFlow's front-end project

  #6345 opened Mar 20, 2025

• [Question]: The value of chunk_num and total is inconsistent

  #6344 opened Mar 20, 2025

• [Question]: how to use search feature with api

  #6343 opened Mar 20, 2025

• [Question]: mysql initialize specified it the data directory files in it, Aborting

  #6339 opened Mar 20, 2025

• [Question]: Support for different versions of RAGFlow basic services

  #6338 opened Mar 20, 2025

• [Bug]: Agent email bug

  #6337 opened Mar 20, 2025

• [Question]: chat assistant cannot find the information of the referenced dataset

  #6335 opened Mar 20, 2025

• [Bug]: After upgrading, column "permission" does not exist, migrate-db() seems to be not executing properly

  #6334 opened Mar 20, 2025

• [Question]: Can RAG be used for knowledge base isolation?

  #6332 opened Mar 20, 2025

• [Question]: how much size of gpu should i use to deploy ragflow？

  #6324 opened Mar 20, 2025

• [Question]: The application request to the RAGFlow interface timed out, but the RAGFlow logs show that the request was not received this time.

  #6317 opened Mar 20, 2025

• [Question]: Agent talk nonsense!

  #6314 opened Mar 20, 2025

• [Question]: Error parse data with lmm limit token

  #6308 opened Mar 20, 2025

• [Question]: The maximum length of file upload names is limited

  #6304 opened Mar 20, 2025

• [Feature Request]: Add a "disable public registration" setting.

  #6303 opened Mar 20, 2025

• [Question]: MySQL has been detected to have a security vulnerability, how to use the manufacturer's upgrade patch to fix the vulnerability?

  #6302 opened Mar 20, 2025

• [Question]: I deployed the rerank model using vLLM and successfully configured the settings, but I encountered a 404 error during the knowledge base test.

  #6301 opened Mar 20, 2025

• [Question]: categorize in agent works weird.

  #6300 opened Mar 20, 2025

• [Bug]: graph can't display

  #6298 opened Mar 20, 2025

• [Question]: Are chunks automatically added with their corresponding embeddings when using add_chunk method from python api?

  #6296 opened Mar 19, 2025

• [Feature Request]: light rag and graph rag language switch

  #6295 opened Mar 19, 2025

• [Question]: How can I hide the light bulb icon above the dialogue when I embed my chat assistant into my website？

  #6294 opened Mar 19, 2025

• [Question]: Can mysql container subtitute for the local mysql service?

  #6293 opened Mar 19, 2025

• [Question]: When parsing a document under the maximum token limit preset by the model, an error is reported indicating that the input tokens exceed the model's limit. How should this issue be debugged and resolved?

  #6291 opened Mar 19, 2025

• [Bug]: Knowledge graphs generated by Light RAG disappear in the frontend.

  #6289 opened Mar 19, 2025

• [Feature Request]: Multiple answer generations cannot run concurrently, resulting in long execution times. Requesting to add concurrent execution functionality.

  #6288 opened Mar 19, 2025

• [Bug]: Cannot add new entities to the general GraphRAG; after adding, the generation cannot recognize them

  #6287 opened Mar 19, 2025

• [Question]: whats matter with my ragflow, I cant enter web UI

  #6286 opened Mar 19, 2025

• [Question]: There is no reference to the knowledge base in the conversation

  #6283 opened Mar 19, 2025

• [Feature Request]: Added searxng interface to the chat page

  #6281 opened Mar 19, 2025

• [Bug]: Miss layout matching when parsing papers.

  #6277 opened Mar 19, 2025

• [Question]: Does it support Faiss or Milvus vector databases? What are the options to switch from ES to Faiss or Milvus?

  #6273 opened Mar 19, 2025

• [Question]: Where has the 'Knowledge Graph' slicing method gone in a locally deployed environment?

  #6271 opened Mar 19, 2025

• [Bug]: The Knowledge Base does not respond when uploading files in batches through folders.

  #6269 opened Mar 19, 2025

• [Feature Request]: JSON API response

  #6266 opened Mar 19, 2025

• [Question]: "If no rerank model is set up when building a robot, will the entire RAG process no longer have the reranking step?"

  #6260 opened Mar 19, 2025

• [Bug]: the parse operation takes too much time

  #6253 opened Mar 19, 2025

• [Question]:How to improve the efficiency of document parsing in OCR and layout ？

  #6252 opened Mar 19, 2025

• [Bug]:

  #6250 opened Mar 18, 2025

• [Bug]: OpenAI compatible API with IONOS doesn't work

  #6248 opened Mar 18, 2025

• [Bug]: Nan appears in the data

  #6247 opened Mar 18, 2025

• [Bug]: AssertionError(\"There have to be an 'Answer' component.\")

  #6246 opened Mar 18, 2025

• [Bug]: Can't find model for *****/tts/FunAudioLLM/CosyVoice2-0.5B@SILICONFLOW

  #6244 opened Mar 18, 2025

• [Bug]: Function rag.utils.get_float() parameter v=0.13927435874938965 violates type hint str

  #6238 opened Mar 18, 2025

• [Question]: You do not own the assistant

  #6233 opened Mar 18, 2025

• [Feature Request]: Add support to gemini-embedding-exp-03-07

  #6232 opened Mar 18, 2025

• [Bug]: When I only sent "bom", I found the prompt was modified to: You are a Database Administrator. You need to check the fields of the following tables based on the user's list of questions and write the SQL corresponding to the last question.

  #6230 opened Mar 18, 2025

• [Bug]: HTTP API Document parse Stops at First Invalid ID in List, Leaving Subsequent Document Unparesed

  #6229 opened Mar 18, 2025

• [Question]: When uploading images in a conversation, cannot be recognized

  #6228 opened Mar 18, 2025

• [Feature Request]: When parsing DOCX or PDF files, tables and titles (a line of text above the table) need to be kept as a single, complete block

  #6227 opened Mar 18, 2025

• [Question]: After ragflow uploads multiple documents, it stops parsing for 12 hours in the middle, and then automatically turns on the analysis. How to troubleshoot the reason?

  #6223 opened Mar 18, 2025

• [Question]: Where is the script for general parsing?

  #6219 opened Mar 18, 2025

• [Question]: Why are there multiple </think> tags in the response data returned by the /completion interface?

  #6217 opened Mar 18, 2025

• [Bug]: An exception was encountered while querying api/v1/datasets.

  #6216 opened Mar 18, 2025

• [Question]: production deployment

  #6213 opened Mar 18, 2025

• Regarding the problem of API calls in Ragflow

  #6210 opened Mar 18, 2025

• [Bug]: Can't get image for elasticsearch

  #6209 opened Mar 18, 2025

• [Bug]: docker-machine is deprecated

  #6208 opened Mar 18, 2025

• [Bug]: session.ask() doesn't support stream=False

  #6206 opened Mar 18, 2025

• [Question]: When changing the content of a slice, selecting the "enable/disable" button for this slice causes the slice to be misplaced and not in the context of the original text

  #6203 opened Mar 18, 2025

• [Question]:How can I use only the answer part from QA knowledge for LLM?

  #6201 opened Mar 18, 2025

• [Question]: How to extract the file processing part separately as a tool

  #6195 opened Mar 18, 2025

• [Feature Request]: Add Qwen/QwQ-32B in modelscope

  #6193 opened Mar 18, 2025

• [Bug]: Error install with helm

  #6191 opened Mar 18, 2025

• [Question]: Add Ollama LLM's only without API-Key

  #6189 opened Mar 17, 2025

• [Question]: Agent using Switch with Interact as input

  #6188 opened Mar 17, 2025

• [Bug]: ragflow-server can't connect to es01

  #6186 opened Mar 17, 2025

• [Question]: Transaction Conflict Error in update_nodes_pagerank_nhop_neighbour (InfinityException 4002)

  #6184 opened Mar 17, 2025

• [Question]: How to use img2text with Ollama?

  #6183 opened Mar 17, 2025

• [Question]: Where "thumbs up" are stored?

  #6182 opened Mar 17, 2025

• [Bug]: the tavily doesn't work

  #6181 opened Mar 17, 2025

• [Bug]:wrong config with helm chart

  #6180 opened Mar 17, 2025

• [Bug]: Remove max_tokens settings in HTTP and Python API references

  #6178 opened Mar 17, 2025

• [Question]: error when use KG search , error:" float() argument must be a string or a real number, not 'NoneType'"

  #6177 opened Mar 17, 2025

• [Bug]: HTTP API Document Deletion Stops at First Invalid ID in List, Leaving Subsequent Document Undeleted

  #6174 opened Mar 17, 2025

• [Question]: Embed agent with Begin Input Parameters to Webpage

  #6172 opened Mar 17, 2025

• [Question]: Is is possible to use this without Docker?

  #6171 opened Mar 17, 2025

• [Bug]: [ERROR]Fail to bind embedding model: NCCL Error 2: unhandled system error (run with NCCL_DEBUG=INFO for details)

  #6170 opened Mar 17, 2025

• [Bug]: ERROR: 'NoneType' object has no attribute 'strip' when enabling button Multi turn optimization

  #6164 opened Mar 17, 2025

• [Bug]: Retrieval module truncates input prompts to 2048 tokens when using Ollama as Inference Provider

  #6163 opened Mar 17, 2025

• [Question]: Entity type problem when obtaining knowledge graph.

  #6161 opened Mar 17, 2025

• [Bug]: KeyError: 'results'

  #6157 opened Mar 17, 2025

• Feat: How to use Langfuse to trace Ragflow python-api

  #6155 opened Mar 17, 2025

• [Feature Request]: add the max block to 8096

  #6153 opened Mar 17, 2025

• [Question]: How to integrate third-party IdP (Identity Provider) SSO (Single Sign-On) with Ragflow

  #6147 opened Mar 17, 2025

• [Feature Request]: Restricting Download Files

  #6146 opened Mar 17, 2025

• [Question]: Back up database

  #6142 opened Mar 17, 2025

• [Bug]: System Memory release problem.

  #6141 opened Mar 16, 2025

• [Question]: Retrieval Testing Fails with 10 Items per Page but Works with 100 - Pagination Affects Search Results Accuracy

  #6140 opened Mar 16, 2025

• [Bug]: The Retrieval module in the agent construction is unable to retrieve data from the knowledge base, and the recall results are all empty.

  #6139 opened Mar 16, 2025

• [Question]: When adding a chat model from Gpustack, if you enable vision support, a KeyError will be prompted.

  #6138 opened Mar 16, 2025

• [Bug]: Can't iterate over documents with number of chunks > 1000

  #6137 opened Mar 16, 2025

• [Question]: Recall knowlege typeerror with rerank model

  #6136 opened Mar 16, 2025

• [Feature Request]: Objective: When a user submits a document, only add the task to the queue instead of parsing immediately, to avoid blocking the UI.

  #6135 opened Mar 16, 2025

• [Question]: The knowledge base resolves configuration consistency problems.

  #6133 opened Mar 16, 2025

• [Bug]: Click login and there is no response. The interface displays a registerServer error, error 502

  #6128 opened Mar 15, 2025

• [Feature Request]: Map local data storage directory

  #6127 opened Mar 15, 2025

• [Bug]: ragflow keeps looping output, gpu usage is 100 percent, and sometimes this happens.

  #6126 opened Mar 15, 2025

• [Question]: A question of ragflow API

  #6124 opened Mar 15, 2025

• [Question]: Can the maximum top k value of 2048 be exceeded?

  #6122 opened Mar 15, 2025

• [Feature Request]: I would like to request an API from Ragflow that provides paginated chat history based on a session_id

  #6121 opened Mar 15, 2025

• [Question]: I am parsing the document and the backend reports the following error

  #6120 opened Mar 15, 2025

• [Question]: Can't use Generate component as the input of Retrieval component in agent

  #6119 opened Mar 15, 2025

• [Question]: Best practices for a data-ware-house knowlege base?

  #6117 opened Mar 14, 2025

• [Question]: macOS cannot upload pptx file

  #6116 opened Mar 14, 2025

• [Question]: build nginx proxy

  #6115 opened Mar 14, 2025

• [Bug]: If a table response is requested, there is a line at the end of the table showing the cited source information

  #6113 opened Mar 14, 2025

• [Bug]: Wrong response from tool on using a numerical chart for RAG

  #6112 opened Mar 14, 2025

• [Feature Request]: Active Directory Authentication

  #6111 opened Mar 14, 2025

• [Question]: Inquiry About LLM Configuration for Accurate Knowledge Base Responses

  #6107 opened Mar 14, 2025

• [Bug]: Update Document HTTP API Returns Success Code but Fails to Apply Changes for Non-Editable Properties

  #6104 opened Mar 14, 2025

• Some problems of GPU version

  #6102 opened Mar 14, 2025

59 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [Question]: I started the service using docker, and the logs showed that both Elasticsearch and Infinity failed, resulting in an inability to log in to the web page

  #5980 commented on Mar 14, 2025 • 0 new comments

• [Bug]: pdf ocr failed with msg: Pdf object has no attribute page_images

  #5816 commented on Mar 14, 2025 • 0 new comments

• [Bug]: DeepSeek-R1-Distill-Qwen-32B-Q5_K_M.gguf can't normally use by ragflow

  #5887 commented on Mar 15, 2025 • 0 new comments

• [Question]: using the dingtalk by chatgpt-on-wechat failed

  #6086 commented on Mar 15, 2025 • 0 new comments

• [Bug]: Unable to upload to knowledge base/file manager file larger than 2GB

  #6034 commented on Mar 16, 2025 • 0 new comments

• [Question]: Why does Ragflow keep saying the knowledge base is empty?

  #6082 commented on Mar 16, 2025 • 0 new comments

• [Question]: Internal server error while chunking: Coordinate lower is less than upper.

  #6004 commented on Mar 16, 2025 • 0 new comments

• [Feature Request]: Is there any chance to backup and restore / migrate the knowledge base?

  #5792 commented on Mar 17, 2025 • 0 new comments

• [Feature Request]: Update GraphRAG to support LazyGraphRAG

  #3862 commented on Mar 17, 2025 • 0 new comments

• [Bug]: Missing Type Validation for page, page_size, orderby, desc in HTTP API list datasets

  #5851 commented on Mar 17, 2025 • 0 new comments

• [Bug]: v0.15.0-17 / Chunk Book + RAPTOR / Page(265~277): [ERROR]Internal server error while chunking

  #4166 commented on Mar 17, 2025 • 0 new comments

• [Question]: Web crawling and contend extraction

  #6037 commented on Mar 17, 2025 • 0 new comments

• [Question]: An error occurred while parsing the DOC document. Replacing it with a DOCX file resolved the issue.

  #6005 commented on Mar 17, 2025 • 0 new comments

• [Bug]: ERROR:root:Fail to bind LLM used by Knowledge Graph: Error tokenizing 'Y OF TRANSPORT OF THE PEOPLE'S REPUBLIC OF CHINA'

  #5520 commented on Mar 17, 2025 • 0 new comments

• [Feature Request]: Implement Model Context Protocol (MCP) server for RAGFlow

  #4344 commented on Mar 17, 2025 • 0 new comments

• [Question]: "The total size of the files uploaded at once is too large." error while uploading a file.

  #3412 commented on Mar 17, 2025 • 0 new comments

• [Bug]: Agent page turns blank

  #5622 commented on Mar 18, 2025 • 0 new comments

• [Question]: OSError: [Errno loading yaml file config from /ragflow/conf/service_conf.yaml failed:] [Errno 2] No such file or directory: '/ragflow/conf/service_conf.yaml'

  #4857 commented on Mar 18, 2025 • 0 new comments

• [Question]: No such file or directory: '/ragflow/conf/service_conf.yaml'

  #5624 commented on Mar 18, 2025 • 0 new comments

• [Question]:

  #5832 commented on Mar 18, 2025 • 0 new comments

• [Bug]: Agent flow requires two completions of the conversation after creating a session if there are input parameters.

  #5418 commented on Mar 18, 2025 • 0 new comments

• [Question]: Connection exception of redis

  #4994 commented on Mar 18, 2025 • 0 new comments

• [Question]: Temperature is not working

  #5330 commented on Mar 18, 2025 • 0 new comments

• [ Question ]: I've added Olama and I've configured deepseek r1, But why is it shown as null in the system model Settings? img 2txt and speech 2txt also appear empty, Are these models no longer available by default in 0.17.1 full?

  #6002 commented on Mar 18, 2025 • 0 new comments

• [Question]: I have configured the large model, why can't I see it when I build the chat assistant

  #5445 commented on Mar 18, 2025 • 0 new comments

• [Bug]: NaN appears in the data returned after the operator is run, causing the agent page to not display properly.

  #6065 commented on Mar 18, 2025 • 0 new comments

• [Question]: Cannot import VolcEngine's doubao-embedding-vision

  #4884 commented on Mar 18, 2025 • 0 new comments

• [Question]: Cannot find embedding models after "Build a Docker image including embedding models"

  #5717 commented on Mar 19, 2025 • 0 new comments

• [Question]: How to improve document parsing speed through GPU

  #5711 commented on Mar 19, 2025 • 0 new comments

• [Question]: What does "positions" in the reference returned by the chat interface mean?

  #5648 commented on Mar 19, 2025 • 0 new comments

• [Question]: GPU is not used when using ollama?

  #5775 commented on Mar 19, 2025 • 0 new comments

• [Question]: ragflow-server failed to start: OSError: [Errno loading yaml file config from /ragflow/conf/service_conf.yaml failed:] [Errno 2] No such file or directory: '/ragflow/conf/service_conf.yaml'

  #3418 commented on Mar 19, 2025 • 0 new comments

• [Question]: Time based queries

  #5758 commented on Mar 19, 2025 • 0 new comments

• [Bug]: Table doesn't exist for `Infinity`

  #5190 commented on Mar 19, 2025 • 0 new comments

• [Bug]: completion API

  #4320 commented on Mar 19, 2025 • 0 new comments

• [Question]: The `Extract knowledge graph` General and Light Problem

  #5731 commented on Mar 19, 2025 • 0 new comments

• [Question]: How to retrieve the number of tokens used for model interaction via API

  #6059 commented on Mar 19, 2025 • 0 new comments

• [Bug]: Can't add Azure OpenAI models，max_tokens unsupported

  #6063 commented on Mar 19, 2025 • 0 new comments

• I have completed the deployment of all source code and it has been successfully running, but I am still encountering a "gateway timeout" issue. Please provide guidance to resolve this problem.

  #5322 commented on Mar 19, 2025 • 0 new comments

• [Bug]: Error when inviting a new user hint : 102 User not found.

  #4707 commented on Mar 19, 2025 • 0 new comments

• [Question]: How to disable public registration?

  #2133 commented on Mar 19, 2025 • 0 new comments

• ROADMAP 2025

  #4214 commented on Mar 19, 2025 • 0 new comments

• [Feature Request]: Support for dynamic passing of Knowledge Base IDs and Knowledge Base File IDs during API dialogs

  #5833 commented on Mar 20, 2025 • 0 new comments

• [Question]: HELP !!! Resume parser fail (docx-7M)

  #4913 commented on Mar 20, 2025 • 0 new comments

• [Question]: About accessing oneAPI

  #2893 commented on Mar 20, 2025 • 0 new comments

• [Question]: How to start Huawei 910b NPU graphics card with ARM architecture and want to use graphics card acceleration

  #5737 commented on Mar 20, 2025 • 0 new comments

• [Bug]: Exceptions from Trio nursery (1 sub-exception) -- 'NoneType' object is not callable

  #6053 commented on Mar 20, 2025 • 0 new comments

• [Question]: elasticsearch.BadRequestError: BadRequestError(400, 'verification_exception'

  #4905 commented on Mar 20, 2025 • 0 new comments

• [Question]: Infinity Service Becomes Unavailable After Parsing Several Documents in RAGFlow-v0.17.0 Docker Deployment on CentOS7

  #5809 commented on Mar 20, 2025 • 0 new comments

• [Question]: container ragflow-mysql is unhealthy

  #4424 commented on Mar 20, 2025 • 0 new comments

• [Bug]: PDF preview under File Management -<Unauthorized '401: Unauthorized'>

  #5571 commented on Mar 20, 2025 • 0 new comments

• [Bug]: Login RAGFlow with error code 502

  #4815 commented on Mar 20, 2025 • 0 new comments

• [Question]: Fail to access model(deepseek-r1:14b).**ERROR**: [Errno 111] Connection refused

  #5185 commented on Mar 21, 2025 • 0 new comments

• [Question]: [ERROR]Fail to bind embedding model: [Errno 111] Connection refused

  #5813 commented on Mar 21, 2025 • 0 new comments

• [Question]: Knowledge graph extraction error:**ERROR**: [Errno 111] Connection refused

  #5178 commented on Mar 21, 2025 • 0 new comments

• [Question]: Knowledge Graph rebuilding over and over again

  #5098 commented on Mar 21, 2025 • 0 new comments

• [Bug]: [ERROR]Generate embedding error:{}

  #4934 commented on Mar 21, 2025 • 0 new comments

• [Feature Request]: deploy using WSGI.

  #1268 commented on Mar 21, 2025 • 0 new comments

• [Question]: how to serve bge-reranker-v2-m3 and bge-large-zh-v1.5 in RAGFlow?

  #5871 commented on Mar 21, 2025 • 0 new comments