infiniflow/ragflow

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RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Stars: 91k
Forks: 10.8k
Open beginner issues: 7
Indexed issues: 1.1k
Avg merge: 1d 13h
Merged PRs (30d): 701

Dominant language: Go
License: Apache-2.0
Last GitHub push: Sep 20, 2026
Latest indexed: Sep 17, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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1,142 open issues indexed

[Feature Request]: To be able to change the term used to refer to the sources ("Fig.X") Open

💞 feature

Difficulty 4/5 3-5 days Newbie friendliness 45/100

infiniflow/ragflow#19808 · 1 reaction · Opened Sep 17, 2026
[Feature Request]: Adding a "Loading" indicator Open

💞 feature

Difficulty 3/5 1-2 days Newbie friendliness 55/100

infiniflow/ragflow#19807 · 1 reaction · Opened Sep 17, 2026
[Feature Request]: Adding recent Gemini models Open

💞 feature

Difficulty 3/5 1-2 days Newbie friendliness 65/100

infiniflow/ragflow#19805 · 1 reaction · Opened Sep 17, 2026
Go: table datasets on Elasticsearch/OpenSearch have no field_map, so table SQL retrieval (NL2SQL) is unavailable Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

infiniflow/ragflow#19769 · 1 reaction · Opened Sep 17, 2026
[Bug]: Canvas Retrieval use_kg calls kg_retriever twice and duplicates KG chunk Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

infiniflow/ragflow#19767 · 1 reaction · Opened Sep 17, 2026
Go agent components misparse composite `llm_id` when the model name contains `@` Open

Difficulty 3/5 1-2 days Newbie friendliness 82/100

infiniflow/ragflow#19751 · 2 comments · 1 reaction · Opened Sep 16, 2026
PDF TOC removal: sectionTextPrefix slices bytes, not characters, so CJK TOC entries leak into chunks Open

Difficulty 1/5 1-3 hours Newbie friendliness 94/100

infiniflow/ragflow#19744 · 1 reaction · Opened Sep 16, 2026
Go API `GET /memories` lets any caller list another tenant's team-shared memories via `tenant_id` Open

Difficulty 3/5 1-2 days Newbie friendliness 78/100

infiniflow/ragflow#19738 · 1 reaction · Opened Sep 16, 2026
strictSSRFTransport re-resolves the hostname after the SSRF check, leaving a DNS-rebinding window Open

Difficulty 4/5 3-5 days Newbie friendliness 74/100

infiniflow/ragflow#19726 · 1 reaction · Opened Sep 16, 2026
[Bug]: DataOperations must reject unconnected query refs; connected edges must not stale-read Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

infiniflow/ragflow#19697 · 1 reaction · Opened Sep 16, 2026
[Bug]: When a VLM model is configured, the knowledge base cannot use VLM to parse images inside PDF documents. Open

🐞 bug

Difficulty 4/5 3-5 days Newbie friendliness 45/100

infiniflow/ragflow#19679 · 1 comment · 1 reaction · Opened Sep 15, 2026
Support GPU (CUDA) for the Go in-process DeepDoc ONNX inference backend Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

infiniflow/ragflow#19662 · 1 reaction · Opened Sep 15, 2026
[Bug]: Dataset-level structure graph merge silently "succeeds" with zero output when entity rows exceed ES max_result_window Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

infiniflow/ragflow#19649 · 1 reaction · Opened Sep 15, 2026
[Feature Request]: Support Zotero as a data source Open

💞 feature

Difficulty 5/5 Over a week Newbie friendliness 35/100

infiniflow/ragflow#19634 · 1 comment · 1 reaction · Opened Sep 14, 2026
Track DSL identity + version for pipeline_operation_log (decouple log rows from embedded DSL blobs) Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

infiniflow/ragflow#19629 · 1 reaction · Opened Sep 14, 2026
[Feature Request]: Remove the frosted glass style Open

💞 feature

Difficulty 3/5 1-2 days Newbie friendliness 48/100

infiniflow/ragflow#19619 · 1 comment · 1 reaction · Opened Sep 14, 2026
[Bug]: Source startup guide routes Python frontend requests to inactive Go backend Open

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

infiniflow/ragflow#19600 · 1 comment · 1 reaction · Opened Sep 14, 2026
[Bug] mysql_migration.py dry-run is not read-only: ModelTypeMergeStage.execute() creates a temporary table unconditionally Open

Difficulty 2/5 1-3 hours Newbie friendliness 80/100

infiniflow/ragflow#19570 · 1 reaction · Opened Sep 13, 2026
[Bug] MySQL in-place upgrade v0.26.4 -> v0.27.2: mysql_migration.py aborts with TypeError (unsupported operand type(s) for &: 'str' and 'int') and is skipped silently, leaving tenant_model.model_type as varchar and tenant_*_id unpopulated Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

infiniflow/ragflow#19569 · 2 reactions · Opened Sep 13, 2026
Embedding compatibility check returns an internal error for invalid check_num Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

infiniflow/ragflow#19567 · 1 comment · 1 reaction · Opened Sep 12, 2026
[Bug] `book` chunk method silently drops the figure/table channel (PDF branch never assigns `tables` to `tbls`) Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

infiniflow/ragflow#19557 · 1 reaction · Opened Sep 11, 2026
[Question]: Bug or my fault? Adding a "message" as a second output step between two agents changes input to second agent Open

🙋‍♀️ question

Difficulty 4/5 3-5 days Newbie friendliness 48/100

infiniflow/ragflow#19556 · 1 comment · 1 reaction · Opened Sep 11, 2026
[Bug]: Agent webhook IP whitelist can be bypassed with a spoofed X-Forwarded-For header (Go API) Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

infiniflow/ragflow#19549 · 1 reaction · Opened Sep 11, 2026
[Bug]: Go PinnedHTTPClient follows redirects unchecked and unpinned, bypassing the SSRF guard (MCP test/tool calls, connectors) Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

infiniflow/ragflow#19544 · 1 reaction · Opened Sep 11, 2026
[Bug]: Go API document download route serves any tenant's file bytes without tenant authorization Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

infiniflow/ragflow#19542 · 1 reaction · Opened Sep 11, 2026
[Feature Request]: Support decoupled, field-level metadata re-extraction for already parsed documents without triggering a full document re-parse Open

💞 feature

Difficulty 5/5 Over a week Newbie friendliness 38/100

infiniflow/ragflow#19540 · 1 comment · 1 reaction · Opened Sep 11, 2026
Spreadsheet TCADP path drops the position data it already receives Open

Difficulty 3/5 1-2 days Newbie friendliness 74/100

infiniflow/ragflow#19528 · 1 comment · 1 reaction · Opened Sep 11, 2026
[Bug]: Chat cannot Retrieve Dataset Open

🐞 bug

Difficulty 4/5 3-5 days Newbie friendliness 32/100

infiniflow/ragflow#19516 · 3 comments · 1 reaction · Opened Sep 10, 2026
[Question]: Agent run UI no longer shows an input box — is this an interaction change? How can I test an agent simply? Open

🙋‍♀️ question

Difficulty 3/5 1-2 days Newbie friendliness 48/100

infiniflow/ragflow#19510 · 3 comments · 1 reaction · Opened Sep 10, 2026
feat(parser): support genuine BIFF .xls files in Go Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

infiniflow/ragflow#19496 · 1 reaction · Opened Sep 10, 2026
[Bug]: Chunk available/available_int flags return 500 for non-integer values Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

infiniflow/ragflow#19479 · 1 reaction · Opened Sep 10, 2026
[Bug]: POST /connectors returns 500 for missing required fields or non-integer frequency values Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

infiniflow/ragflow#19470 · 1 reaction · Opened Sep 10, 2026
[Bug]: POST /searchbots/retrieval_test returns 500 for non-numeric numeric parameters Open

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

infiniflow/ragflow#19469 · 1 reaction · Opened Sep 10, 2026
[Bug] DOCX preview crashes with "Maximum update depth exceeded" in document detail view Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

infiniflow/ragflow#19464 · 1 comment · 1 reaction · Opened Sep 9, 2026
Tasks bound to fake document ids cannot be tenant-scoped on cancellation Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

infiniflow/ragflow#19455 · 5 comments · 1 reaction · Opened Sep 9, 2026
[Bug] Go MinerU parser never sends server_url and uses a different call contract than Python Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

infiniflow/ragflow#19438 · 2 comments · 1 reaction · Opened Sep 9, 2026
/dify/retrieval accepts out-of-range top_k and 500s or runs heavy queries Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

infiniflow/ragflow#19431 · 1 reaction · Opened Sep 9, 2026
Deleting the first message of a chat session removes the wrong reference Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

infiniflow/ragflow#19430 · 1 reaction · Opened Sep 9, 2026
Team member can delete other users' sessions on a shared agent Open

Difficulty 2/5 1-3 hours Newbie friendliness 82/100

infiniflow/ragflow#19429 · 1 reaction · Opened Sep 9, 2026
Document image and thumbnail routes serve any tenant's files without authorization Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

infiniflow/ragflow#19428 · 1 comment · 1 reaction · Opened Sep 9, 2026
ListOperations agent component crashes sorting mixed-type or None values Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

infiniflow/ragflow#19427 · 1 reaction · Opened Sep 9, 2026
fix(agent): Switch crashes the canvas run when a numeric variable meets an unparseable comparison value Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

infiniflow/ragflow#19416 · 1 reaction · Opened Sep 9, 2026
fix(api): page_size above the public maximum returns 500 on several REST endpoints Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

infiniflow/ragflow#19414 · 1 reaction · Opened Sep 9, 2026
fix(agent): VariableAggregator crashes on string variable selectors accepted elsewhere Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

infiniflow/ragflow#19412 · 1 comment · 1 reaction · Opened Sep 9, 2026
fix(agent): Categorize misroutes when one category name is a substring of another Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

infiniflow/ragflow#19410 · 1 reaction · Opened Sep 9, 2026
fix(agent): Data Operations leaks unresolved template text when a variable resolves to an empty value Open

Difficulty 3/5 1-2 days Newbie friendliness 74/100

infiniflow/ragflow#19408 · 1 reaction · Opened Sep 9, 2026
[Bug]: Go retrieval API rejects saved-search calls that omit dataset_ids Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

infiniflow/ragflow#19401 · 1 reaction · Opened Sep 8, 2026
[Bug]: Go agent engine copies a scalar query into every declared Begin input Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

infiniflow/ragflow#19395 · 1 reaction · Opened Sep 8, 2026
[Bug]: Go retrieval API lets a saved search config override explicit request parameters Open

Difficulty 3/5 1-2 days Newbie friendliness 78/100

infiniflow/ragflow#19393 · 1 reaction · Opened Sep 8, 2026
Go API: dev_insert_chunks_from_file inserts chunks into any dataset without a[Bug]: Open

🐞 bug

Difficulty 3/5 1-2 days Newbie friendliness 55/100

infiniflow/ragflow#19391 · 4 comments · 1 reaction · Opened Sep 8, 2026

infiniflow/ragflow

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