v0.11.0

## Summary
- Adds AI search, aiming to provide PerplexityAI for each enterprise.
- TTS output based on FishAudio, Tongyi Qwen TTS.
- Supports using Postgres instead of MySQL to store RAGFlow metadata.
- Supports using S3/Azure blob as file storage.
- Supports LLMs above Anthropic, Voyage AI, Google Cloud.
- Supports Tencent Cloud ASR, to convert speech files into text.
- Adds several financial-related agent operators.
- Adds a medical assistant agent.
- Adds RAGFlow evaluation benchmark, currently supported:
    - ms_marco_v1.1:<https://huggingface.co/datasets/microsoft/ms_marco>
    - trivia_qa:<https://huggingface.co/datasets/mandarjoshi/trivia_qa>
    - miracl:<https://huggingface.co/datasets/miracl/mira

## What's Changed
* fix: Filter out disabled values ​​from the llm options #2072 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2073
* create dataset by @Feiue in https://github.com/infiniflow/ragflow/pull/2074
* prepare for sdk http api by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2075
* Update quickstart.mdx by @writinwaters in https://github.com/infiniflow/ragflow/pull/2084
* Update license by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/2086
* feat: Add FeedbackModal #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2089
* add message id to conversions by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2090
* add inferface for message thumbup by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2091
* add thumb up api by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2092
* VolcEngine SDK V3 adaptation by @yungongzi in https://github.com/infiniflow/ragflow/pull/2082
* Provide detailed error information. by @JinHai-CN in https://github.com/infiniflow/ragflow/pull/2093
* alter way of alerting info of empty task by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2094
* fix callback function error by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2096
* add support for TTS model by @hangters in https://github.com/infiniflow/ragflow/pull/2095
* add prompt to message by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2099
* Fix  API key validation api/conversation by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2100
* fix no tts issue by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2101
* update groq llm by @hangters in https://github.com/infiniflow/ragflow/pull/2103
* add support for Tencent Cloud ASR by @hangters in https://github.com/infiniflow/ragflow/pull/2102
* add tts api  by @hangters in https://github.com/infiniflow/ragflow/pull/2107
* add fish audio zh and zh-traditional by @hangters in https://github.com/infiniflow/ragflow/pull/2109
* feat: Fetch conversation list by @tanstack/react-query and displays error message that task_executor does not exist #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2112
* create and update dataset by @Feiue in https://github.com/infiniflow/ragflow/pull/2110
* feat: Pop-up prompt message after modifying the dialog settings #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2114
* feat: Modify the modal style of creating an agent so that there are more templates in the field of view #2122 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2123
* feat: Align the cards on the Model Providers page #2111 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2125
* fix the max token of Tongyi-Qianwen text-embedding-v3 model to 8k by @hwzhuhao in https://github.com/infiniflow/ragflow/pull/2118
* fix:  Delete the model.ts file of chat #1306 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2129
* make task resumable by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2132
* Fix Text2SQL by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2131
* remove alter log by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2140
* fix: build on ARM #2137 by @netandreus in https://github.com/infiniflow/ragflow/pull/2139
* fix(graphrag): variable refernence error by @dearjane in https://github.com/infiniflow/ragflow/pull/2136
* Fix exeSQL component output by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2141
* feat: Submit Feedback #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2134
* optimize text parser by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2144
* Fix Logical operator by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2143
* feat: Show prompt send to LLM for assistant answer #2098 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2142
* alter message id by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2146
* feat: Send message with uuid #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2149
* Update Dockerfile.arm by @yangboz in https://github.com/infiniflow/ragflow/pull/2150
* add support for Anthropic by @hangters in https://github.com/infiniflow/ragflow/pull/2148
* add retry count to task by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2152
* fix delete message error by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2153
* complete implementation of dataset SDK by @Feiue in https://github.com/infiniflow/ragflow/pull/2147
* feat: Delete message by id #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2155
* Fix the issue about `No module named 'graspologic'` #2157 by @LiuHao-1443 in https://github.com/infiniflow/ragflow/pull/2158
* add support for Voyage AI by @hangters in https://github.com/infiniflow/ragflow/pull/2159
* Fix some security vulnerabilities. by @hangters in https://github.com/infiniflow/ragflow/pull/2160
* fix anthropic bug by @hangters in https://github.com/infiniflow/ragflow/pull/2161
* re-generate for conversation by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2165
* feat: Regenerate chat message #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2166
* feat: Hide the delete button on the agent page #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2167
* Complete DataSet SDK implementation by @Feiue in https://github.com/infiniflow/ragflow/pull/2171
* feat: Select derived messages from backend #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2176
* ignore when save image fail by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2178
* fix: Copied API link error #2188 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2189
* add support for Google Cloud by @hangters in https://github.com/infiniflow/ragflow/pull/2175
* feat: add api of tenant app by @chinamerp in https://github.com/infiniflow/ragflow/pull/2177
* fix: After sending the message for the first time, the returned content is not streamed out #2067 #1832 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2191
* Fixed a broken link by @writinwaters in https://github.com/infiniflow/ragflow/pull/2190
* Fix component PubMed by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2192
* fix folder name suffix checking` by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2194
* fix tts interface error by @hangters in https://github.com/infiniflow/ragflow/pull/2197
* Fix component PubMed  by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2195
* fix re sub bug by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2199
* Update api.md by @JobSmithManipulation in https://github.com/infiniflow/ragflow/pull/2196
* feat: Play audio #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2200
* feat: add tenant api of create & delete user by @chinamerp in https://github.com/infiniflow/ragflow/pull/2204
* feat: Add tts Switch to chat configuration modal  #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2206
* Minor editorial updates by @writinwaters in https://github.com/infiniflow/ragflow/pull/2207
* enable 3 char words to finegrind tokenize by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2210
* Add Authorization checks by @Feiue in https://github.com/infiniflow/ragflow/pull/2209
* make term similarity robust by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2212
* fix error response disformat usage by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2213
* fix zhipuCV bug by @hangters in https://github.com/infiniflow/ragflow/pull/2215
* Add Authorization checks by @Feiue in https://github.com/infiniflow/ragflow/pull/2218
* fix tts add bug by @hangters in https://github.com/infiniflow/ragflow/pull/2224
* feat: Supports pronunciation while outputting text #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2227
* add stream chat with TTS by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2228
* Fix bug : bad escape \x at position xxx (line xx, column xx) in agent by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2226
* Add Authorization checks by @Feiue in https://github.com/infiniflow/ragflow/pull/2221
* feat: Comment out tts item #2088 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2232
* Add Authorization checks by @Feiue in https://github.com/infiniflow/ragflow/pull/2235
* Fix component qweather by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2240
* fix QWenSeq2txt bug by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2245
* fix issue wrong agent prologue for api by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2246
* Add component yahoo finance  by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2244
* feat: Add SearchPage #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2248
* Bump aiohttp from 3.9.4 to 3.10.2 by @dependabot in https://github.com/infiniflow/ragflow/pull/2254
* Bump cryptography from 42.0.5 to 43.0.1 by @dependabot in https://github.com/infiniflow/ragflow/pull/2253
* Bump nltk from 3.8.1 to 3.9 by @dependabot in https://github.com/infiniflow/ragflow/pull/2250
* Bump flask-cors from 4.0.1 to 5.0.0 by @dependabot in https://github.com/infiniflow/ragflow/pull/2251
* feat: Make agent template support HTML #1842 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2259
* feat: Add Sider to SearchPage #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2262
* update agent\templates\medical_consultation.json by @JobSmithManipulation in https://github.com/infiniflow/ragflow/pull/2260
* feat: Set the global scroll bar style #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2265
* SDK for Assistant by @Feiue in https://github.com/infiniflow/ragflow/pull/2266
* feat: Add sidebar to SearchPage #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2267
* Fine tweaks to template descriptions by @writinwaters in https://github.com/infiniflow/ragflow/pull/2264
* Add component WenCai by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2269
* feat: send question with retrieval api #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2272
* Add component Jin10 by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2271
* Fix graphrag : "role" user by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2273
* Fix agent retrieval nothing by @wingjson in https://github.com/infiniflow/ragflow/pull/2283
* feat: Search for the answers you want based on the selected knowledge base #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2287
* Added kibana by @yuzhichang in https://github.com/infiniflow/ragflow/pull/2286
* feat: Added md.svg #345 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2289
* Add component TuShare by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2288
* Add component AkShare by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2290
* feat: Fetch mind map in search page #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2292
* Storage: Support the s3, azure blob as the object storage of ragflow. by @baifachuan in https://github.com/infiniflow/ragflow/pull/2278
* add a lib by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2306
* feat: Show chat tab #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2307
* Updated component descriptions by @writinwaters in https://github.com/infiniflow/ragflow/pull/2293
* reduce interval of task executor heart beat by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2308
* add support for TongyiQwen tts by @hangters in https://github.com/infiniflow/ragflow/pull/2311
* fix SILICONFLOW rerank error by @hangters in https://github.com/infiniflow/ragflow/pull/2313
* add elapsed time of conversation by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2316
* fix azure-openai add bug by @hangters in https://github.com/infiniflow/ragflow/pull/2314
* Update .env For CVE-2024-37288 by @fashioncj in https://github.com/infiniflow/ragflow/pull/2318
* Doc updates for newly updates by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2317
* fix minio error by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2321
* feat: Click on the relevant question tag to continue searching for answers #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2320
* Update .env by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2319
* feat: Hide search tab #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2322
* fix error for files from filemanager by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2323
* updates dead link by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2324
* feat: The search box is displayed globally when the page is loaded for the first time #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2325
* SDK for session by @Feiue in https://github.com/infiniflow/ragflow/pull/2312
* Add benchmark ndcg@10 by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2326
* feat: Add RetrievalDocuments to SearchPage #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2327
* minor by @writinwaters in https://github.com/infiniflow/ragflow/pull/2328
* Added a brief introduction to Agentic RAG by @writinwaters in https://github.com/infiniflow/ragflow/pull/2331
* Fixed a docusaurus display issue by @writinwaters in https://github.com/infiniflow/ragflow/pull/2340
* feat: Dynamically change the background image on the search homepage every day #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2338
* add model types to factories API by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2341
* add default model types by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2342
* fix: Make markdown support line breaks #2315 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2343
* fix categorize error by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2348
* fix: 123.60.95.134 redirect attack #2350 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2352
* fix: empty or contains only empty strings. by @Chunshan-Theta in https://github.com/infiniflow/ragflow/pull/2347
* SDK for session by @Feiue in https://github.com/infiniflow/ragflow/pull/2354
* fix SILICONFLOW embedding error by @hangters in https://github.com/infiniflow/ragflow/pull/2363
* Update templates:Text2sql and DB Description by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2361
* fix OpenRouter add bug and the way to add OpenRouter model by @hangters in https://github.com/infiniflow/ragflow/pull/2364
* feat: Proxy the api address to the local nginx address #2350 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2366
* feat: Catch errors in getting mindmap #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2368
* fix json error by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2372
* feat: Retrieval chunks by page #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2373
* add search TAB backend api by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2375
* feat: Catching errors with IndentedTree #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2380
* update sdk document by @JobSmithManipulation in https://github.com/infiniflow/ragflow/pull/2374
* feat: Cover the entire search page with a background image #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2381
* Add a default value for do_refer in Dialog by @Feiue in https://github.com/infiniflow/ragflow/pull/2383
* Common: Support postgreSQL database as the metadata db. by @baifachuan in https://github.com/infiniflow/ragflow/pull/2357
* feat: Use Tree to display the knowledge base list on the search page #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2385
* debug backend API for TAB 'search' by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2389
* feat: Add component WenCai #1739 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2388
* feat: Add component AkShare #1739 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2390
* Fix volcengine yfinance confliction by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2386
* Add RAGFlow benchmark by @guoyuhao2330 in https://github.com/infiniflow/ragflow/pull/2387
* feat: Wrap the searched chunk with a Popover #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2398
* feat: Click on the chunk on the search page to locate the corresponding file location #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2399
* fix pip install error by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2407
* feat: Use Spin to wrap the chunk list on the search page #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2409
* feat: Modify the style of the answer card on the search page #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2412
* feat: When the mindmap data is empty, it will not be displayed on the search page #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2414
* add updates for README by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2413
* make highlight friendly to English by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2417
* fix empty children in mindmap by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2418
* Initial draft of Create a General-purpose chatbot by @writinwaters in https://github.com/infiniflow/ragflow/pull/2411
* boost highlight performace by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2419
* minor by @writinwaters in https://github.com/infiniflow/ragflow/pull/2422
* fix parsing spaces in russian language PDFs (#1987) by @Hyperb0t in https://github.com/infiniflow/ragflow/pull/2427
* update sdk document and chunk by @JobSmithManipulation in https://github.com/infiniflow/ragflow/pull/2421
* refine the warning message for rewrite component by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2429
* fix batch size error for qianwen embedding by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2431
* feat: Display mindmap in drawer #2247 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2430
* feat: Add html to the description text of the parsing method general #336 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2432
* feat: Supports text output and sound output #1877 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2436
* fix duplicate function name by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2437
* prepare document for release by @KevinHuSh in https://github.com/infiniflow/ragflow/pull/2438
* feat: After the voice in the new conversation window is played, jump to the tab of the conversation #1877 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2440
* Update _category_.json by @toronan in https://github.com/infiniflow/ragflow/pull/2442
* Update and rename agentic_rag_introduction.md to agent_introduction.md by @toronan in https://github.com/infiniflow/ragflow/pull/2443
* feat: If the tts model is not set, the Text to Speech switch is not allowed to be turned on #1877 by @cike8899 in https://github.com/infiniflow/ragflow/pull/2446

## New Contributors
* @Feiue made their first contribution in https://github.com/infiniflow/ragflow/pull/2074
* @netandreus made their first contribution in https://github.com/infiniflow/ragflow/pull/2139
* @dearjane made their first contribution in https://github.com/infiniflow/ragflow/pull/2136
* @yangboz made their first contribution in https://github.com/infiniflow/ragflow/pull/2150
* @LiuHao-1443 made their first contribution in https://github.com/infiniflow/ragflow/pull/2158
* @JobSmithManipulation made their first contribution in https://github.com/infiniflow/ragflow/pull/2196
* @yuzhichang made their first contribution in https://github.com/infiniflow/ragflow/pull/2286
* @baifachuan made their first contribution in https://github.com/infiniflow/ragflow/pull/2278
* @fashioncj made their first contribution in https://github.com/infiniflow/ragflow/pull/2318
* @Hyperb0t made their first contribution in https://github.com/infiniflow/ragflow/pull/2427
* @toronan made their first contribution in https://github.com/infiniflow/ragflow/pull/2442

**Full Changelog**: https://github.com/infiniflow/ragflow/compare/v0.10.0...v0.11.0