v0.6.2

✨ Enhancements

• Distinguish awel flow on the ui (#2149)
• Pdf loader support table extraction (#2147)
• Support Qwen2.5 coder models (#2139)
• Feat/note book (#2134)
• Call xunfei spark with stream, and fix the temperature bug (#2121)
• Execute codes in a sandbox environment (#2119)
• Feat support xunfei spark ultra/max/pro/lite (#2117)
• Enhance the triplets extraction in the knowledge graph by the batch size (#2091)

🐞 Bug fixes

• Fix the issue that lost prev observation memory in toolExpert bug (#2136) (#2137)
• Fix core agent dependent prompt service bug (#2129)
• Fix milvus store search with topk always set to 4 (#2131)
• Fix use fuzzy matching when searching dbgpts (#2110)
• Fix the issue that OceanBase config in .env does not take effect (#2108)
• os environment variables should take precedences over the defaults, f… (#2100)
• Fix Critical Directory Traversal Vulnerability (#2098)
• Fix excel_reader.py unicode bug (#2095)

🛠️ Other improvements

• v0.6.2 tag (#2148)
• Add AWEL shared slides (#2107)

Thank you to all our contributors for making this release possible!
@Appointat, @Aries-ckt, @GITHUBear, @ayushin, @cinjoseph, @fangyinc, @fengdezhen666, @hiyizi, @jiaoqiyuan, @r0path, @slper001, @sunshinesmilelk and @yhjun1026

v0.6.1

✨ Enhancements

• Passing stop parameter to proxyllm (#2077)
• Add document structure into GraphRAG (#2033)
• Update OceanBaseStore to be compatible with oceanbase-4.3.3.0 (#2074)
• Add evaluation service module for RAG and Agent (#2070)
• Support Qwen2.5 models (#2030)

🐞 Bug fixes

• Fix unit test error (#2085)
• Fix chunk strategy (#2075)
• Replace deprecated method and add missing decorator (#2072)
• Fixed the error caused by file format when docx loading files (#2061)
• Resolving duplicate dependency (#2055)
• Fix long message response error (#2051)
• cli: issue close strategy update (#2037)
• Fix vllm inference error (#2025)
• fix bug - Tongyiproxy embedding model error (#2018)

🛠️ Other improvements

• refinement of document structure process (#2084)
• app & agents development document (#2081)
• adjust graphrag doc (#2027)

Thank you to all our contributors for making this release possible!
@517739, @Appointat, @Aries-ckt, @GITHUBear, @Hopshine, @KingSkyLi, @csunny, @fangyinc, @fanzhidongyzby, @iCanDoAllThingszz, @lhwan, @mzaispace, @nightosong and @noahc1510

v0.6.0

✨ Enhancements

• Support higher-order operators (#1984)
• Add DAG variables to web flow (#1981)
• Add GraphRAG web statics (#1943)
• ✨ feat(GraphRAG): enhance GraphRAG by graph community summary (#1801)
• Unified frontend code style (#1923)
• Support qianfan embedding and resolves an issue (#1819)
• New dbgpts modules (#1910)
• AWEL flow 2.0 frontend codes (#1898)
• AWEL flow 2.0 backend code (#1879)
• Web update (#1860)
• (0.6)New UI (#1855)
• Add financial report how to use doc. (#1757)
• Support mistral nemo (#1766)
• Add Text2GQL fine tuning framework and provide TuGraph examples (DB-GPT-Hub#287)

🐞 Bug fixes

• Fix build doc image error (#1997)
• Fix export flow error (#1994)
• Fix full text storage truncate method error. (#1989)
• Fix native app bug (#1988)
• Fix agent bug (#1953)
• rename vis-chart to vis-db-chart (#1946)
• Fix postgresql read schema_info with characters truncated if too long (#1935)
• Fix chat web bug (#1932)
• Fix dbgpts modules bug (#1921)
• Fix execution failure error after manually updating SQL (#1812)
• Fix Graph retrieve bug (#1884)
• Fix can't read the milvus url config (#1808)
• Fix pylint check error (#1807)
• Unique Constraint Issue with create_space API Cau… (#1794)
• add ding group & update wechat (#1787)
• Fix knowledge api report error when call create space api (#1784)
• Editor page with redundant table fields of the same name in othe… (#1765)
• Resolve async response issue with Azure GPT-4o API (#1772)
• Fix knowledge command load bug (#1767)
• Fix db schema aretriever bug (#1755)

🛠️ Other improvements

• Add v0.6.0 tag (#2000)
• Add flow usage document (#1999)
• Add v0.6.0 release notes (#1991)
• Build flow UI (#1992)
• 🍎 docs: add docs for v0.6.0 (#1964)
• Update Graph RAG Document (#1955)
• Build static file (#1951)
• Fix pylint error (#1915)
• Upgrade gpt-vis (#1883)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @Dreammy23, @Hec-gitHub, @JxQg, @KingSkyLi, @M1n9X, @bigcash, @chaplinthink, @csunny, @dusens, @fangyinc, @fanzhidongyzby, @huangjh131, @hustcc, @lhwan, @whyuds, @yhjun1026 and @yunfeng1993

v0.5.10

✨ Enhancements

• Support Financial Report Analysis (#1702)
• Support llama3.1 models (#1744)
• Multiple ways to run dbgpts (#1734)
• Support internlm2.5 models (#1735)
• Support codegeex4-all-9b (#1720)
• Support opentelemetry exporter (#1690)

🐞 Bug fixes

• Fix chat knowledge error (#1753)
• Fix the problem of invalid subgraph naming when creating tugraph (#1731)
• Fix line chart using interval field as xAxis & fix pie chart tooltip (#1697)
• Add missing context property (#1732)
• Fix table scroll bug (#1725)
• Fix Stream object can't use await (#1719)
• Fix http empty headers error (#1710)
• FIx GraphRAG build error (#1706)
• Fix write log files bug (#1687)

🛠️ Other improvements

• Multi-version document build (#1741)

Thank you to all our contributors for making this release possible!
@A-Salty-Fish, @Aries-ckt, @Kain-90, @chenluli, @fangyinc and @shyusi

v0.5.9

✨ Enhancements

• Support gemma-2 model (#1675)
• Support tongyi embedding (#1552)
• Support database model registry (#1656)
• Add download image function&fix null data point (#1653)
• Support sort line chart data according to time order (#1639)

🐞 Bug fixes

• Fix bug for issue #1669 (#1672)
• Fix web build issues with yarn and missing dependencies (#1658)
• Fix AWEL branch bug (#1640)
• Fix schema linking error (#1637)

🛠️ Other improvements

• tag_v0.5.9 (#1674)
• Add agents development guide (#1673)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @Armandwt, @aagnone3, @chenluli, @fangyinc and @zhenchaozhu

v0.5.8

✨ Enhancements

• Set the default model to glm-4-9b-chat (#1629)
• Add OceanBase support (#1622)
• ChatKnowledge Support Keyword Retrieve (#1624)
• Support Qwen2 models (#1612)
• Support glm-4-9b-chat (#1602)
• Support new zhipuai SDK (#1592)

🐞 Bug fixes

• Rebuild web static (#1634)
• Fix inconsistency between model recommendation charts and display charts (#1615)
• Fix vllm new tokenizer error (#1601)
• Fix Use PageTextSplitter for DatasourceKnowledge (#1599)

🛠️ Other improvements

• Add Japanese README (#1593)

Thank you to all our contributors for making this release possible!
@Aries-ckt, @chenluli, @csunny, @eltociear, @fangyinc, @lordk911, @yhjun1026 and @yyhhyyyyyy

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