Apache HugeGraph(incubating) AI Release 1.5.0

What's Changed

• chore: reformat doc by @liuxiaocs7 in #36
• fix: fusiform_similarity test in traverser for server 1.3.0 by @liuxiaocs7 in #37
• feat: added local LLM API, changed the config displayed in the initial gradio demo, and added openai's apibase configuration. by @vichayturen in #41
• chore: add pr auto label by @ChenZiHong-Gavin in #42
• chore(deps): bump requests from 2.31.0 to 2.32.0 in /hugegraph-python-client by @dependabot in #45
• doc: update llm readme by @ChenZiHong-Gavin in #43
• feat: add version api & test by @ChenZiHong-Gavin in #44
• chore: introduce black for code format in github actions by @ChenZiHong-Gavin in #47
• chore(deps): bump urllib3 from 2.0.7 to 2.2.2 in /hugegraph-python-client by @dependabot in #51
• chore: add auth param for property_key.remove() by @simon824 in #52
• refact: support py 3.12 & improve the graph rag config experience by @imbajin in #53
• Introduced a simple demo of mixed index and text2gremlin demonstration. by @vichayturen in #54
• chore(deps): bump setuptools from 67.6.1 to 70.0.0 in /hugegraph-python-client by @dependabot in #55
• fix(llm): avoid generating config twice by @jasinliu in #56
• fix: change openai base url by @ChenZiHong-Gavin in #59
• fix(llm): use a proper template for default case by @imbajin in #57
• feat(client): support graphspace & refactor the request logic by @afterimagex in #61
• feat(llm): handle 'island nodes' extraction in 2-step graph queries and add asynchronous methods to the four types of generation functions in the rag web demo. by @vichayturen in #58
• doc: revise environment dependencies; update preparation by @returnToInnocence in #65
• feat(client): Implement new api & optimize code structure by @afterimagex in #63
• chore(client): fix pylint by @afterimagex in #66
• chore: enable merge option temporarily by @imbajin in #68
• feat(client): support graphspace & refactor all APIs by @imbajin in #67
• feat(llm): support basic rag api(v1) by @ChenZiHong-Gavin in #64
• feat(llm): add auth for fastapi and gradio by @ChenZiHong-Gavin in #70
• feat(llm): support word segmt extraction component & multi-files uploading by @vichayturen in #69
• feat(llm): support user-defined search template by @imbajin in #71
• feat: Add progress bars and print information for building vector indexes by @vichayturen in #74
• feat(llm): record token cost & qps by @ChenZiHong-Gavin in #72
• feat(llm): support record QPS by decorator by @ChenZiHong-Gavin in #76
• feat(llm): support multi reranker & enhance the UI by @jasinliu in #73
• feat(llm): support multi-QA test/generate by @jasinliu in #78
• refact(llm): separate user prompt configs by @returnToInnocence in #77
• feat: refactor the vector index & enhance the UI for building KG by @vichayturen in #75
• feat(llm): support graph_rag_recall api by @imbajin in #79
• chore: reconstruct web using tabs pages by @ChenZiHong-Gavin in #80
• docs: update readme by @ChenZiHong-Gavin in #81
• docs: enhance user friendly for README by @ChenZiHong-Gavin in #82
• fix: pylint for ci by @edw4rdyao in #86
• chore: update gradio to v4.43.0 by @ChenZiHong-Gavin in #85
• feat(llm): update openai dependency to 1.47 by @jasinliu in #88
• feat(llm): support multiple property_type & importing graph from the entire doc by @vichayturen in #84
• feat(client): support complete data type for PropertyKey by @imbajin in #93
• refactor(llm): enhance a string of graph query method by @imbajin in #89
• chore: update graph ai repo desc by @imbajin in #94
• fix(llm): update config in time after apply changes in UI by @returnToInnocence in #90
• fix(llm): handle the profile regenerate error by @returnToInnocence in #98
• fix: lowercase the repo label by @imbajin in #100
• feat(llm): support any openai-style api(standard) by @ChenZiHong-Gavin in #95
• docs(llm): update preparations and example codes by @vichayturen in #103
• docs(llm): update configuration file related by @returnToInnocence in #99
• doc: update info before release 1.5.0 by @imbajin in #106
• feat(ml): node emdedding, node classify and graph classify with models based on DGL by @edw4rdyao in #83
• chore(dist): add .gitattributes for exporting source package by @VGalaxies in #108
• chore(dist): exclude binary files when exporting source package by @VGalaxies in #109
• feat(ml): graph learning algorithm impl (10+) by @MrJs133 in #102
• refact(client): use rich handle for log by @imbajin in #111
• refactor: optimize the process of graph rag by @ChenZiHong-Gavin in #101
• chore: clean LICENSE for source code package by @imbajin in #104
• fix(ml): handle pylint warning by @MrJs133 in #113
• feat(llm): support log_block in RAG platform & rest-api by @diya-he in #110
• fix(rag): rag api critical bug & rename some params by @returnToInnocence in #114
• fix: null value detection on vid attributes by @ChenZiHong-Gavin in #115
• fix(llm): answer prompt None value effect by @returnToInnocence in #116
• fix(llm): correct e_cache type by @ChenZiHong-Gavin in #117
• feat(llm): separate multi llm configs/models by @HJ-Young in #112
• chore(dist): add license header for files under style directory by @VGalaxies in #118
• chore: enable allow-license & exclude style dir by @imbajin in #119
• refactor(llm): merge & update keyword extraction logic/prompt by @HJ-Young in #120

New Contributors

• @jasinliu made their first contribution in #56
• @afterimagex made their first contribution in #61
• @returnToInnocence made their first contribution in #65
• @edw4rdyao made their first contribution in #86
• @VGalaxies made their first contribution in #108
• @HJ-Young made their first contribution in #112

Full Changelog: 1.3.0...1.5.0