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[Feature Request]: Can we pack our agent in RAGFLOW into a MCP server like what Dify do?

💞 featureFeature request, pull request that fullfill a new feature.Feature request, pull request that fullfill a new feature.

Status: Open.

#12612 In infiniflow/ragflow;

· Windswithyou opened on Jan 14, 2026

[Bug]: Parse docx error!

🐞 bugSomething isn't working, pull request that fix bug.Something isn't working, pull request that fix bug.

Status: Open.

#12605 In infiniflow/ragflow;

· simonjhy opened on Jan 14, 2026

[Bug]: The word format document parse error!

🐞 bugSomething isn't working, pull request that fix bug.Something isn't working, pull request that fix bug.

Status: Open.

#12604 In infiniflow/ragflow;

· simonjhy opened on Jan 14, 2026

[Bug]: ASR works on same origin UI, but fails in cross domain fullscreen iframe

🐞 bugSomething isn't working, pull request that fix bug.Something isn't working, pull request that fix bug.

Status: Open.

#12602 In infiniflow/ragflow;

· Oranggge opened on Jan 13, 2026

[Question]: When using a knowledge graph for retrieval, defining custom entity relationships does not achieve the intended effect

🐞 bugSomething isn't working, pull request that fix bug.Something isn't working, pull request that fix bug.

🙋‍♀️ questionFurther information is requestedFurther information is requested

Status: Open.

#12597 In infiniflow/ragflow;

· woshiren0ck opened on Jan 13, 2026

GitLab Connector: TypeError with async generator

🐞 bugSomething isn't working, pull request that fix bug.Something isn't working, pull request that fix bug.

Status: Open.

#12594 In infiniflow/ragflow;

· VenutNSA opened on Jan 13, 2026

[Question]: why I use knowledge base test page to do kb test and I can find some chunk detail content, but I can not get when I used retriival api

🙋‍♀️ questionFurther information is requestedFurther information is requested

Status: Open.

#12593 In infiniflow/ragflow;

· simonjhy opened on Jan 13, 2026

[Question]: Mineru Chunking

🐞 bugSomething isn't working, pull request that fix bug.Something isn't working, pull request that fix bug.

🙋‍♀️ questionFurther information is requestedFurther information is requested

Status: Open.

#12591 In infiniflow/ragflow;

· bryantomadon opened on Jan 13, 2026

[Feature Request]: API supports uploading files when chatting

💞 featureFeature request, pull request that fullfill a new feature.Feature request, pull request that fullfill a new feature.

Status: Open.

#12589 In infiniflow/ragflow;

· LiruiYu33 opened on Jan 13, 2026

[Question]: After deploying the qwen3-vl model locally, it cannot be found in the images2text model list above. My version is v0.21.1.I have configured this model through xinference.

🙋‍♀️ questionFurther information is requestedFurther information is requested

Status: Open.

#12587 In infiniflow/ragflow;

· xqd461 opened on Jan 13, 2026

[Bug]: The Retrieval component inside an Iteration component didn't follow the IterationItem variable during retrieval.

🐞 bugSomething isn't working, pull request that fix bug.Something isn't working, pull request that fix bug.

Status: Open.

#12582 In infiniflow/ragflow;

· kuyeduwu opened on Jan 13, 2026

[Question]: Table 'rag_flow.user' doesn't exist！ Table 'rag_flow.sync_logs' doesn't exist！

🐞 bugSomething isn't working, pull request that fix bug.Something isn't working, pull request that fix bug.

🙋‍♀️ questionFurther information is requestedFurther information is requested

Status: Open.

#12581 In infiniflow/ragflow;

· Williamwsk opened on Jan 13, 2026