v0.5.7

✨ Enhancements

• Support intent detection (#1588)
• Add BM25 Retriever. (#1578)
• Support openchat-3.6-8b-20240522 (#1564)
• Support llama-3-sqlcoder-8b (#1559)
• Support Phi-3 models (#1554)
• Add aload_document (#1548)
• Support Yi 1.5 16k models (#1543)
• Support DeepSeek v2 lite model (#1537)
• Add support for Vertica analytical database (#1538)

🐞 Bug fixes

• Fix cannot connect other vector store (#1579)
• Update data_loader.py - timestamp+id (#1572)
• Fix storage connector error (#1547)
• Fix CrossEncoderRanker (#1531)
• Fix data dashboard - data_loader.py (#1526)
• Fix the problem of multiple line breaks in Q&A (#1573)
• Remove resources of planner agent (#1540)
• Wrong default value of parameter parallel_executions for async_retry (#1545)

🛠️ Other improvements

• update wechat (#1544)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @FOkvj, @dingqiangliu, @fangyinc, @wzc570738205 and @yongzheJIN

v0.5.6

✨ Enhancements

• Support resource for dbgpts (#1527)
• ChatKnowledge Support Excel Document (#1524)
• Add GraphRAG framework and integrate TuGraph (#1506)
• Support deploy rerank model (#1522)
• Refactor resource of agents (#1518)
• Support Yi-1.5 models (#1516)
• Chroma store refactor (#1508)
• ES VectorStore (#1500)
• Support DeepSeek proxy LLM (#1491)
• Agent modular refactoring (#1487)
• Support ollama as an optional llm & embedding proxy (#1475)
• Support Qwen110B (#1474)

🐞 Bug fixes

• Fix Multi vector client error (#1532)
• Fix web build error (#1530)
• Fix build allinone images error (#1529)
• Fix the issue where the knowledge base cannot be edited when using ve… (#1519)
• Upgrade spacy model (#1511)
• Fix CrossEncoderRanker bug of EmbeddingRetriever (#1504)
• Fix rerank bug of EmbeddingRetriever (#1499)
• Fix app pydantic error (#1478)
• Fix Milvus will autoflush, manual flush is slowly (#1470)

🛠️ Other improvements

• Add ollama document (#1512)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @FOkvj, @GITHUBear, @IamWWT, @JamesBonddu, @fangyinc, @fanzhidongyzby, @ivanzhu109, @jsRuner, @yyhhyyyyyy and @zhenchaozhu

v0.5.5

✨ Enhancements

• Added support for TuGraph graph database (#1451)
• Add MRR and HitRate retriever metrics. (#1456)
• Add CrossEncoder rerank (#1442)
• Support Qwen2MoE (#1439)
• Support Llama-3 (#1436)
• Support OceanBase vector database (#1435)
• Datasource support summary refresh (#1433)
• Upgrade pydantic to 2.x (#1428)
• Support CodeQwen1.5-7B-Chat (#1431)
• Support retry for 'Chat Data' (#1419)
• Dbgpts support agent (#1417)
• Support oceanbase monaco plugin (#1386)

🐞 Bug fixes

• Fix parameter type mismatch issue when using Milvus (#1449)
• Fix oceanbase vector_name_exists bug (#1465)
• Fix clickhouse occur error AttributeError: 'ClickhouseConnect… (#1432)
• Fix awel check for empty DataFrame data bug (#1430)
• Fix rdbms_db_summary (#1409)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @GITHUBear, @HSunboy, @KingSkyLi, @dusens, @fangyinc, @jsRuner and @yyhhyyyyyy

v0.5.4

✨ Enhancements

• Modify default webserver port to 5670 (#1410)
• Add trace for agent (#1407)
• Support moonshot proxy LLM (#1404)
• Release agent SDK (#1396)
• Add metadata properties filters (#1395)
• Upgrade torch version to 2.2.1 (#1374)
• Support HTTP sender (#1383)
• Support Qwen1.5-32B (#1385)
• Support Starling-LM-7B-beta (#1350)
• Optimize dashboard UI and fix sql highlight (#1329)

🐞 Bug fixes

• Fix Code standards (#1393)
• Fix Resolve the issue of incorrect parameter echo for resources under app editing (#1391)
• Fix the problem of resource duplication and solve the problem of slow recall of table structure (#1381)
• Fix dashboard editor run error (#1380)
• Fix the mypy check error (#1373)
• Fix the default dependency installation error (#1363)
• Fix when delete knowledge list error embedding is required for Milvus (#1359)
• Fix the issue of invalid port settings (#1351)

🛠️ Other improvements

• Update readme content (#1392)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @evanchenhi, @fangyinc, @fanzhidongyzby, @jsRuner, @lcxadml, @majianguang, @xiuzhu9527 and @yyhhyyyyyy

v0.5.3

✨ Enhancements

• Client support chatdata (#1343)
• Run AWEL flow in CLI (#1341)
• Support i18n (#1327)

🐞 Bug fixes

• Fix pg py dependency problem (#1332)
• Fix build docker image error (#1325)

🛠️ Other improvements

• Add AWEL chat data cookbook (#1345)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @csunny and @fangyinc

v0.5.2

✨ Enhancements

• Support RAG SDK (#1322)
• Add Client and API v2 (#1316)
• Refactor datasource module (#1309)
• Support yi proxy LLM (#1303)
• Support rag retriever evaluation (#1291)
• Add support for multiple versions of the same model (#1246)

🐞 Bug fixes

• Fix sql format error (#1319)
• Fix awel check empty data bug (#1311)
• Fix the bug of doris missing comments (#1308)
• Fix ClickHouse default login bug (#1292)
• Fix agent loss message bug (#1283)
• Fixed the problem of loading only one plugin when there are multiple (#1282)

🛠️ Other improvements

• Add pylint for storage (#1298)
• Add pylint for DB-GPT rag lib (#1267)

Thank you to all our contributors for making this release possible!
@2976151305, @ASTLY123, @Aries-ckt, @fangyinc, @jsRuner, @lordk911 and @yhjun1026

v0.5.1

✨ Enhancements

• APIServer supports embeddings (#1256)
• AWEL flow supports dynamic parameters (#1251)
• Support Hive Conn (#1215)
• Dynamically loading dbgpts (#1211)
• Support Copy AWEL flow (#1200)
• Support default strategy batch sync. (#1196)
• Support gemma model (#1187)
• Support RAG chat flow (#1185)

🚀 Performance improvements

• Support load large document (#1233)
• Increase the accuracy of reading Excel (#1209)

🐞 Bug fixes

• Fix multi-turn dialogue bug (#1259)
• Fix knowledge_space_dao.update_knowledge_space call in Knowledge… (#1250)
• Fix scheduler shutdown (#1237)
• Fix typo error (#1228)
• Fix HTTP Trigger parse parameter bug (#1225)
• Fix switch strategy failed in Chinese env. (#1219)
• Fix milvus_store.py delete collection(#1212)
• Fix KnowledgeQueryResponse (#1202)
• Fix sql format error (#1199)

🛠️ Other improvements

• Upgrate v0.5.1 doc (#1265)
• Overview update & fix reference addr (#1263)
• New AWEL tutorial (#1245)
• Set default knowledge icon (#1244)
• Add new feature docs reference (#1238)
• Add docs and usage for v0.5.0 (#1216)
• Update comments for gender and pay_status fields in test_case_m… (#1198)

Thank you to all our contributors for making this release possible!
@0sengseng0, @2976151305, @Aralhi, @Aries-ckt, @NuoweiWang, @csunny, @darius-gs, @fangyinc, @fayfox, @jiangshengdev, @polBachelin and @xiuzhu9527

v0.5.0

✨ Enhancements

• Support more chat flows (#1180)
• Add rag awel operator view metadata. (#1174)
• App i18n (#1173)
• Gpts app v0.4 (#1169)
• Native data AI application framework based on AWEL+AGENT (#1152)

🐞 Bug fixes

• Fix api path error (#1165)

🛠️ Other improvements

• Add upgrade to v0.5.0 documents (#1176)
• Update description and dbgpts (#1162)
• Update charts display (#1149)

Thank you to all our contributors for making this release possible!
@Aralhi, @Aries-ckt, @csunny, @fangyinc, @Hzh_97, @lcxadml, @xuyuan23 and @yhjun1026

v0.4.7

✨ Enhancements

• Add support for Azure openAI (#1137)
• Add Jina Embeddings (#1105)
• Refactor for core SDK (#1092)
• Feat/sync docs (#1088)
• Add schema-linking awel example (#1081)

🐞 Bug fixes

• Fix MySQL Database not support DDL init and upgrade. (#1133)
• Fix default setting prompt with history messages (#1117)
• Fix examples/awel get model_name from model_config (#1112)
• Fix bug of sharing data across DAGs (#1102)
• Fix examples/awel default loading model text2vec-large-chinese issue (#1095)

🛠️ Other improvements

• Add documents for dbgpt core lib (#1129)
• Add contributor wall (#1111)
• Fix package name conflict error (#1099)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @JoanFM, @csunny, @fangyinc, @junewgl, @lcxadml, @likenamehaojie and @xiuzhu9527

v0.4.6

✨ Enhancements

• UI component rendering in agent dialog mode (#1083)
• Support chat agent scene use dbgpts (#1075)
• Add retrieve summary agent for both local files and URLs (#1063)
• Add rag operators and rag awel examples (#1061)
• 🎨 Unified color theme, AntV light/dark theme switching, Antd first-screen style loading. (#1020)
• Add summary assistant checking (#1053)
• APP use new SDK component (#1050)
• Multi agents v0.1 (#1044)
• New MessageConverter and more AWEL operators (#1039)
• Add Summary Assistant Agent According to User's Question (#1023)

🐞 Bug fixes

• Fix summary support zhipu message_converter (#1085)
• Fix clean extra file & fix agents use zhipu (#1079)
• Fix awel embedding examples and delete unuseful code. (#1073)
• Fix fix sql component error in the web. (#1068)
• Fix device MPS load llama error (#1033)

🛠️ Other improvements

• Format agent code (#1077)
• Add pylint for DB-GPT core lib (#1076)
• Update wechat QR code (#1069)
• Refactor proxy LLM (#1064)
• Update wechat QRcode (#1046)
• Update chat_knowledge.md and wechat.jpg (#1035)

Thank you to all our contributors for making this release possible!
@2976151305, @Aries-ckt, @csunny, @fangyinc, @qidanrui and @yhjun1026