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The following commit(s) were added to refs/heads/master by this push:
new ccf27d8e feat: add 1.7.0 release-notes (#429)
ccf27d8e is described below
commit ccf27d8e37ecb628eb1cebfd150e0158a181c949
Author: Peng Junzhi <[email protected]>
AuthorDate: Sun Nov 16 06:36:39 2025 -0600
feat: add 1.7.0 release-notes (#429)
---
.../changelog/hugegraph-1.7.0-release-notes.md | 257 +++++++++++++++++++++
.../changelog/hugegraph-1.7.0-release-notes.md | 257 +++++++++++++++++++++
2 files changed, 514 insertions(+)
diff --git a/content/cn/docs/changelog/hugegraph-1.7.0-release-notes.md
b/content/cn/docs/changelog/hugegraph-1.7.0-release-notes.md
new file mode 100644
index 00000000..1a385c33
--- /dev/null
+++ b/content/cn/docs/changelog/hugegraph-1.7.0-release-notes.md
@@ -0,0 +1,257 @@
+---
+title: "HugeGraph 1.7.0 Release Notes"
+linkTitle: "Release-1.7.0"
+weight: 7
+---
+
+> WIP: This doc is under construction, please wait for the final version (BETA)
+
+### 运行环境/版本说明
+
+**1.7.0**版 `hugegraph` 相关组件仅支持 Java 11 编译/运行环境
+
+### hugegraph
+
+#### API Changes
+
+- **BREAKING CHANGE**: Disable legacy backends include MySQL/PG/c*(.etc)
[#2746](https://github.com/apache/incubator-hugegraph/pull/2746)
+- **BREAKING CHANGE**: Release version 1.7.0 [server + pd + store]
[#2889](https://github.com/apache/incubator-hugegraph/pull/2889)
+
+#### Feature Changes
+
+- Support MemoryManagement for graph query framework
[#2649](https://github.com/apache/incubator-hugegraph/pull/2649)
+- LoginAPI support token_expire field
[#2754](https://github.com/apache/incubator-hugegraph/pull/2754)
+- Add option for task role election
[#2843](https://github.com/apache/incubator-hugegraph/pull/2843)
+- Optimize perf by avoid boxing long
[#2861](https://github.com/apache/incubator-hugegraph/pull/2861)
+- StringId hold bytes to avoid decode/encode
[#2862](https://github.com/apache/incubator-hugegraph/pull/2862)
+- Add PerfExample5 and PerfExample6
[#2860](https://github.com/apache/incubator-hugegraph/pull/2860)
+- RocksDBStore remove redundant checkOpened() call
[#2863](https://github.com/apache/incubator-hugegraph/pull/2863)
+- Add path filter
[#2898](https://github.com/apache/incubator-hugegraph/pull/2898)
+- Init serena memory system & add memories
[#2902](https://github.com/apache/incubator-hugegraph/pull/2902)
+
+#### Bug Fixes
+
+- Filter dynamice path(PUT/GET/DELETE) with params cause OOM
[#2569](https://github.com/apache/incubator-hugegraph/pull/2569)
+- JRaft Histogram Metrics Value NaN
[#2631](https://github.com/apache/incubator-hugegraph/pull/2631)
+- Update server image desc
[#2702](https://github.com/apache/incubator-hugegraph/pull/2702)
+- Kneigbor-api has unmatched edge type with server
[#2699](https://github.com/apache/incubator-hugegraph/pull/2699)
+- Add license for swagger-ui & reset use stage to false in ci yml
[#2706](https://github.com/apache/incubator-hugegraph/pull/2706)
+- Fix build pd-store arm image
[#2744](https://github.com/apache/incubator-hugegraph/pull/2744)
+- Fix graph server cache notifier mechanism
[#2729](https://github.com/apache/incubator-hugegraph/pull/2729)
+- Tx leak when stopping the graph server
[#2791](https://github.com/apache/incubator-hugegraph/pull/2791)
+- Ensure backend is initialized in gremlin script
[#2824](https://github.com/apache/incubator-hugegraph/pull/2824)
+- Fix some potential lock & type cast issues
[#2895](https://github.com/apache/incubator-hugegraph/pull/2895)
+- Fix npe in getVersion
[#2897](https://github.com/apache/incubator-hugegraph/pull/2897)
+- Fix the support for graphsapi in rocksdb and add testing for graphsapi
[#2900](https://github.com/apache/incubator-hugegraph/pull/2900)
+- Remove graph path in auth api path
[#2899](https://github.com/apache/incubator-hugegraph/pull/2899)
+- Migrate to LTS jdk11 in all Dockerfile
[#2901](https://github.com/apache/incubator-hugegraph/pull/2901)
+- Remove the judgment for java8 compatibility in the init-store
[#2905](https://github.com/apache/incubator-hugegraph/pull/2905)
+- Add missing license and remove binary license.txt & fix tinkerpop ci &
remove duplicate module
[#2910](https://github.com/apache/incubator-hugegraph/pull/2910)
+
+#### Option Changes
+
+- Remove some outdated configuration
[#2678](https://github.com/apache/incubator-hugegraph/pull/2678)
+
+#### Other Changes
+
+- Update outdated docs for release 1.5.0
[#2690](https://github.com/apache/incubator-hugegraph/pull/2690)
+- Fix licenses and remove empty files
[#2692](https://github.com/apache/incubator-hugegraph/pull/2692)
+- Update repo artifacts references
[#2695](https://github.com/apache/incubator-hugegraph/pull/2695)
+- Adjust release fury version
[#2698](https://github.com/apache/incubator-hugegraph/pull/2698)
+- Fix the JSON license issue
[#2697](https://github.com/apache/incubator-hugegraph/pull/2697)
+- Add debug info for tp test
[#2688](https://github.com/apache/incubator-hugegraph/pull/2688)
+- Enhance words in README
[#2734](https://github.com/apache/incubator-hugegraph/pull/2734)
+- Add collaborators in asf config
[#2741](https://github.com/apache/incubator-hugegraph/pull/2741)
+- Adjust the related filters of sofa-bolt
[#2735](https://github.com/apache/incubator-hugegraph/pull/2735)
+- Reopen discussion in .asf.yml config
[#2751](https://github.com/apache/incubator-hugegraph/pull/2751)
+- Fix typo in README
[#2806](https://github.com/apache/incubator-hugegraph/pull/2806)
+- Centralize version management in project
[#2797](https://github.com/apache/incubator-hugegraph/pull/2797)
+- Update notice year
[#2826](https://github.com/apache/incubator-hugegraph/pull/2826)
+- Improve maven Reproducible Builds → upgrade plugins
[#2874](https://github.com/apache/incubator-hugegraph/pull/2874)
+- Enhance docker instruction with auth opened graph
[#2881](https://github.com/apache/incubator-hugegraph/pull/2881)
+- Remove the package existing in java8
[#2792](https://github.com/apache/incubator-hugegraph/pull/2792)
+- Revise Docker usage instructions in README
[#2882](https://github.com/apache/incubator-hugegraph/pull/2882)
+- Add DeepWiki badge to README
[#2883](https://github.com/apache/incubator-hugegraph/pull/2883)
+- Update guidance for store module
[#2894](https://github.com/apache/incubator-hugegraph/pull/2894)
+- Update test commands and improve documentation clarity
[#2893](https://github.com/apache/incubator-hugegraph/pull/2893)
+- Bump rocksdb version from 7.2.2 to 8.10.2
[#2896](https://github.com/apache/incubator-hugegraph/pull/2896)
+
+### hugegraph-toolchain
+
+#### API Changes
+
+- Support graphspace
[#633](https://github.com/apache/incubator-hugegraph-toolchain/pull/633)
+
+#### Feature Changes
+
+- Support jdbc date type & sync .editorconfig
[#648](https://github.com/apache/incubator-hugegraph-toolchain/pull/648)
+- Add a useSSL option for mysql
[#650](https://github.com/apache/incubator-hugegraph-toolchain/pull/650)
+- Patch for father sub edge
[#654](https://github.com/apache/incubator-hugegraph-toolchain/pull/654)
+- Improve user experience for user script
[#666](https://github.com/apache/incubator-hugegraph-toolchain/pull/666)
+- Support concurrent readers, short-id & Graphsrc
[#683](https://github.com/apache/incubator-hugegraph-toolchain/pull/683)
+- Init serena onboarding & project memory files
[#692](https://github.com/apache/incubator-hugegraph-toolchain/pull/692)
+
+#### Bug Fixes
+
+- Typo word in display
[#655](https://github.com/apache/incubator-hugegraph-toolchain/pull/655)
+- Patch up missing classes and methods for hubble
[#657](https://github.com/apache/incubator-hugegraph-toolchain/pull/657)
+- Adjust Client to 1.7.0 server
[#689](https://github.com/apache/incubator-hugegraph-toolchain/pull/689)
+- Remove json license for release 1.7.0
[#698](https://github.com/apache/incubator-hugegraph-toolchain/pull/698)
+
+#### Other Changes
+
+- Update hugegraph source commit id
[#640](https://github.com/apache/incubator-hugegraph-toolchain/pull/640)
+- Add collaborators in asf config
[#656](https://github.com/apache/incubator-hugegraph-toolchain/pull/656)
+- Update pom for version-1.7.0
[#681](https://github.com/apache/incubator-hugegraph-toolchain/pull/681)
+- Add DeepWiki badge to README
[#684](https://github.com/apache/incubator-hugegraph-toolchain/pull/684)
+- Adjust APIs to compatible with 1.7.0 server
[#685](https://github.com/apache/incubator-hugegraph-toolchain/pull/685)
+- Adjust LoadContext to 1.7.0 version
[#687](https://github.com/apache/incubator-hugegraph-toolchain/pull/687)
+- Migrate to LTS jdk11 in all Dockerfile
[#691](https://github.com/apache/incubator-hugegraph-toolchain/pull/691)
+- Update copyright year in NOTICE file
[#697](https://github.com/apache/incubator-hugegraph-toolchain/pull/697)
+
+### hugegraph-computer
+
+#### Feature Changes
+
+- Migration Vermeer to hugegraph-computer
[#316](https://github.com/apache/incubator-hugegraph-computer/pull/316)
+- Make startChan's size configurable
[#328](https://github.com/apache/incubator-hugegraph-computer/pull/328)
+- Assign WorkerGroup via worker configuration
[#332](https://github.com/apache/incubator-hugegraph-computer/pull/332)
+- Support task priority based scheduling
[#336](https://github.com/apache/incubator-hugegraph-computer/pull/336)
+- Avoid 800k
[#340](https://github.com/apache/incubator-hugegraph-computer/pull/340)
+
+#### Bug Fixes
+
+- Fix docker file build
[#341](https://github.com/apache/incubator-hugegraph-computer/pull/341)
+
+#### Other Changes
+
+- Update release version to 1.5.0
[#318](https://github.com/apache/incubator-hugegraph-computer/pull/318)
+- Update go depends module & fix headers
[#321](https://github.com/apache/incubator-hugegraph-computer/pull/321)
+- Update go version to 1.23
[#322](https://github.com/apache/incubator-hugegraph-computer/pull/322)
+- Add collaborator in .asf.yaml
[#323](https://github.com/apache/incubator-hugegraph-computer/pull/323)
+- Update the Go version in docker image
[#333](https://github.com/apache/incubator-hugegraph-computer/pull/333)
+- Add DeepWiki badge to README
[#337](https://github.com/apache/incubator-hugegraph-computer/pull/337)
+- Bump project version to 1.7.0 (RELEASE)
[#338](https://github.com/apache/incubator-hugegraph-computer/pull/338)
+- Update copyright year in NOTICE file
[#342](https://github.com/apache/incubator-hugegraph-computer/pull/342)
+
+### hugegraph-ai
+
+#### API Changes
+
+- Support choose template in api
[#135](https://github.com/apache/incubator-hugegraph-ai/pull/135)
+- Add post method for paths-api
[#162](https://github.com/apache/incubator-hugegraph-ai/pull/162)
+- Support switch graph in api & add some query configs
[#184](https://github.com/apache/incubator-hugegraph-ai/pull/184)
+- Text2gremlin api
[#258](https://github.com/apache/incubator-hugegraph-ai/pull/258)
+- Support switching prompt EN/CN
[#269](https://github.com/apache/incubator-hugegraph-ai/pull/269)
+- **BREAKING CHANGE**: Update keyword extraction method
[#282](https://github.com/apache/incubator-hugegraph-ai/pull/282)
+
+#### Feature Changes
+
+- Added the process of text2gql in graphrag V1.0
[#105](https://github.com/apache/incubator-hugegraph-ai/pull/105)
+- Use pydantic-settings for config management
[#122](https://github.com/apache/incubator-hugegraph-ai/pull/122)
+- Timely execute vid embedding & enhance some HTTP logic
[#141](https://github.com/apache/incubator-hugegraph-ai/pull/141)
+- Use retry from tenacity
[#143](https://github.com/apache/incubator-hugegraph-ai/pull/143)
+- Modify the summary info and enhance the request logic
[#147](https://github.com/apache/incubator-hugegraph-ai/pull/147)
+- Automatic backup graph data timely
[#151](https://github.com/apache/incubator-hugegraph-ai/pull/151)
+- Add a button to backup data & count together
[#153](https://github.com/apache/incubator-hugegraph-ai/pull/153)
+- Extract topk_per_keyword & topk_return_results to .env
[#154](https://github.com/apache/incubator-hugegraph-ai/pull/154)
+- Modify clear buttons
[#156](https://github.com/apache/incubator-hugegraph-ai/pull/156)
+- Support intent recognition V1
[#159](https://github.com/apache/incubator-hugegraph-ai/pull/159)
+- Change vid embedding x:yy to yy & use multi-thread
[#158](https://github.com/apache/incubator-hugegraph-ai/pull/158)
+- Support mathjax in rag query block V1
[#157](https://github.com/apache/incubator-hugegraph-ai/pull/157)
+- Use poetry to manage the dependencies
[#149](https://github.com/apache/incubator-hugegraph-ai/pull/149)
+- Return schema.groovy first when backup graph data
[#161](https://github.com/apache/incubator-hugegraph-ai/pull/161)
+- Merge all logs into one file
[#171](https://github.com/apache/incubator-hugegraph-ai/pull/171)
+- Use uv for the CI action
[#175](https://github.com/apache/incubator-hugegraph-ai/pull/175)
+- Use EN prompt for keywords extraction
[#174](https://github.com/apache/incubator-hugegraph-ai/pull/174)
+- Support litellm LLM provider
[#178](https://github.com/apache/incubator-hugegraph-ai/pull/178)
+- Improve graph extraction default prompt
[#187](https://github.com/apache/incubator-hugegraph-ai/pull/187)
+- Replace vid by full vertexes info
[#189](https://github.com/apache/incubator-hugegraph-ai/pull/189)
+- Support asynchronous streaming generation in rag block by using
async_generator and asyncio.wait
[#190](https://github.com/apache/incubator-hugegraph-ai/pull/190)
+- Generalize the regex extraction func
[#194](https://github.com/apache/incubator-hugegraph-ai/pull/194)
+- Create quick_start.md
[#196](https://github.com/apache/incubator-hugegraph-ai/pull/196)
+- Support Docker & K8s deployment way
[#195](https://github.com/apache/incubator-hugegraph-ai/pull/195)
+- Multi-stage building in Dockerfile
[#199](https://github.com/apache/incubator-hugegraph-ai/pull/199)
+- Support graph checking before updating vid embedding
[#205](https://github.com/apache/incubator-hugegraph-ai/pull/205)
+- Disable text2gql by default
[#216](https://github.com/apache/incubator-hugegraph-ai/pull/216)
+- Use 4.1-mini and 0.01 temperature by default
[#214](https://github.com/apache/incubator-hugegraph-ai/pull/214)
+- Enhance the multi configs for LLM
[#212](https://github.com/apache/incubator-hugegraph-ai/pull/212)
+- Textbox to Code
[#217](https://github.com/apache/incubator-hugegraph-ai/pull/223)
+- Replace the IP + Port with URL
[#209](https://github.com/apache/incubator-hugegraph-ai/pull/209)
+- Update gradio's version
[#235](https://github.com/apache/incubator-hugegraph-ai/pull/235)
+- Use asyncio to get embeddings
[#215](https://github.com/apache/incubator-hugegraph-ai/pull/215)
+- Change QPS -> RPM for timer decorator
[#241](https://github.com/apache/incubator-hugegraph-ai/pull/241)
+- Support batch embedding
[#238](https://github.com/apache/incubator-hugegraph-ai/pull/238)
+- Using nuitka to provide a binary/perf way for the service
[#242](https://github.com/apache/incubator-hugegraph-ai/pull/242)
+- Use uv instead poetry
[#226](https://github.com/apache/incubator-hugegraph-ai/pull/226)
+- Basic compatible in text2gremlin generation
[#261](https://github.com/apache/incubator-hugegraph-ai/pull/261)
+- Enhance config path handling and add project root validation
[#262](https://github.com/apache/incubator-hugegraph-ai/pull/262)
+- Add vermeer python client for graph computing
[#263](https://github.com/apache/incubator-hugegraph-ai/pull/263)
+- Use uv in client & ml modules & adapter the CI
[#257](https://github.com/apache/incubator-hugegraph-ai/pull/257)
+- Use uv to manage pkgs & update README
[#272](https://github.com/apache/incubator-hugegraph-ai/pull/272)
+- Limit the deps version to handle critical init problems
[#279](https://github.com/apache/incubator-hugegraph-ai/pull/279)
+- Support semi-automated prompt generation
[#281](https://github.com/apache/incubator-hugegraph-ai/pull/281)
+- Support semi-automated generated graph schema
[#274](https://github.com/apache/incubator-hugegraph-ai/pull/274)
+- Unify all modules with uv
[#287](https://github.com/apache/incubator-hugegraph-ai/pull/287)
+- Add GitHub Actions for auto upstream sync and update SEALData subsample
logic [#289](https://github.com/apache/incubator-hugegraph-ai/pull/289)
+- Add a basic LLM/AI coding instruction file
[#290](https://github.com/apache/incubator-hugegraph-ai/pull/290)
+- Add rules for AI coding guideline - V1.0
[#293](https://github.com/apache/incubator-hugegraph-ai/pull/293)
+- Replace QianFan by OpenAI-compatible format
[#285](https://github.com/apache/incubator-hugegraph-ai/pull/285)
+- Optimize vector index with asyncio embedding
[#264](https://github.com/apache/incubator-hugegraph-ai/pull/264)
+- Refactor embedding parallelization to preserve order
[#295](https://github.com/apache/incubator-hugegraph-ai/pull/295)
+- Support storing vector data for a graph instance by model type/name
[#265](https://github.com/apache/incubator-hugegraph-ai/pull/265)
+- Add AGENTS.md as new document standard
[#299](https://github.com/apache/incubator-hugegraph-ai/pull/299)
+- Add Fixed Workflow Execution Engine: Flow, Node, and Scheduler Architecture
[#302](https://github.com/apache/incubator-hugegraph-ai/pull/302)
+- Support vector db layer V1.0
[#304](https://github.com/apache/incubator-hugegraph-ai/pull/304)
+
+#### Bug Fixes
+
+- Limit the length of log & improve the format
[#121](https://github.com/apache/incubator-hugegraph-ai/pull/121)
+- Pylint in ml
[#125](https://github.com/apache/incubator-hugegraph-ai/pull/125)
+- Critical bug with pylint usage
[#131](https://github.com/apache/incubator-hugegraph-ai/pull/131)
+- Multi vid k-neighbor query only return the data of first vid
[#132](https://github.com/apache/incubator-hugegraph-ai/pull/132)
+- Replace getenv usage to settings
[#133](https://github.com/apache/incubator-hugegraph-ai/pull/133)
+- Correct header writing errors
[#140](https://github.com/apache/incubator-hugegraph-ai/pull/140)
+- Update prompt to fit prefix cache
[#137](https://github.com/apache/incubator-hugegraph-ai/pull/137)
+- Extract_graph_data use wrong method
[#145](https://github.com/apache/incubator-hugegraph-ai/pull/145)
+- Use empty str for llm config
[#155](https://github.com/apache/incubator-hugegraph-ai/pull/155)
+- Update gremlin generate prompt to apply fuzzy match
[#163](https://github.com/apache/incubator-hugegraph-ai/pull/163)
+- Enable fastapi auto reload function
[#164](https://github.com/apache/incubator-hugegraph-ai/pull/164)
+- Fix tiny bugs & optimize reranker layout
[#202](https://github.com/apache/incubator-hugegraph-ai/pull/202)
+- Enable tasks concurrency configs in Gradio
[#188](https://github.com/apache/incubator-hugegraph-ai/pull/188)
+- Align regex extraction of json to json format of prompt
[#211](https://github.com/apache/incubator-hugegraph-ai/pull/211)
+- Fix documentation sample code error
[#219](https://github.com/apache/incubator-hugegraph-ai/pull/219)
+- Failed to remove vectors when updating vid embedding
[#243](https://github.com/apache/incubator-hugegraph-ai/pull/243)
+- Skip empty chunk in LLM steaming mode
[#245](https://github.com/apache/incubator-hugegraph-ai/pull/245)
+- Ollama batch embedding bug
[#250](https://github.com/apache/incubator-hugegraph-ai/pull/250)
+- Fix Dockerfile to add pyproject.toml anchor file
[#266](https://github.com/apache/incubator-hugegraph-ai/pull/266)
+- Add missing 'properties' in gremlin prompt formatting
[#298](https://github.com/apache/incubator-hugegraph-ai/pull/298)
+- Fixed cgraph version
[#305](https://github.com/apache/incubator-hugegraph-ai/pull/305)
+- Ollama embedding API usage and config param
[#306](https://github.com/apache/incubator-hugegraph-ai/pull/306)
+
+#### Option Changes
+
+- Remove enable_gql logic in api & rag block
[#148](https://github.com/apache/incubator-hugegraph-ai/pull/148)
+
+#### Other Changes
+
+- Update README for python-client/SDK
[#150](https://github.com/apache/incubator-hugegraph-ai/pull/150)
+- Enable pip cache
[#142](https://github.com/apache/incubator-hugegraph-ai/pull/142)
+- Enable discussion & change merge way
[#201](https://github.com/apache/incubator-hugegraph-ai/pull/201)
+- Synchronization with official documentation
[#273](https://github.com/apache/incubator-hugegraph-ai/pull/273)
+- Fix grammar errors
[#275](https://github.com/apache/incubator-hugegraph-ai/pull/275)
+- Improve README clarity and deployment instructions
[#276](https://github.com/apache/incubator-hugegraph-ai/pull/276)
+- Add docker-compose deployment and improve container networking instructions
[#280](https://github.com/apache/incubator-hugegraph-ai/pull/280)
+- Update docker compose command
[#283](https://github.com/apache/incubator-hugegraph-ai/pull/283)
+- Reduce third-party library log output
[#244](https://github.com/apache/incubator-hugegraph-ai/pull/284)
+- Update README with improved setup instructions
[#294](https://github.com/apache/incubator-hugegraph-ai/pull/294)
+- Add collaborators in asf config
[#182](https://github.com/apache/incubator-hugegraph-ai/pull/182)
+
+### 发布细节
+
+Please check the release details/contributor in each repository:
+
+- [Server Release
Notes](https://github.com/apache/incubator-hugegraph/releases)
+- [Toolchain Release
Notes](https://github.com/apache/incubator-hugegraph-toolchain/releases)
+- [Computer Release
Notes](https://github.com/apache/incubator-hugegraph-computer/releases)
+- [AI Release Notes](https://github.com/apache/incubator-hugegraph-ai/releases)
diff --git a/content/en/docs/changelog/hugegraph-1.7.0-release-notes.md
b/content/en/docs/changelog/hugegraph-1.7.0-release-notes.md
new file mode 100644
index 00000000..87473007
--- /dev/null
+++ b/content/en/docs/changelog/hugegraph-1.7.0-release-notes.md
@@ -0,0 +1,257 @@
+---
+title: "HugeGraph 1.7.0 Release Notes"
+linkTitle: "Release-1.7.0"
+weight: 7
+---
+
+> WIP: This doc is under construction, please wait for the final version (BETA)
+
+### Operating Environment / Version Description
+
+For **1.7.0** version `hugegraph`, related components only support Java11.
+
+### hugegraph
+
+#### API Changes
+
+- **BREAKING CHANGE**: Disable legacy backends include MySQL/PG/c*(.etc)
[#2746](https://github.com/apache/incubator-hugegraph/pull/2746)
+- **BREAKING CHANGE**: Release version 1.7.0 [server + pd + store]
[#2889](https://github.com/apache/incubator-hugegraph/pull/2889)
+
+#### Feature Changes
+
+- Support MemoryManagement for graph query framework
[#2649](https://github.com/apache/incubator-hugegraph/pull/2649)
+- LoginAPI support token_expire field
[#2754](https://github.com/apache/incubator-hugegraph/pull/2754)
+- Add option for task role election
[#2843](https://github.com/apache/incubator-hugegraph/pull/2843)
+- Optimize perf by avoid boxing long
[#2861](https://github.com/apache/incubator-hugegraph/pull/2861)
+- StringId hold bytes to avoid decode/encode
[#2862](https://github.com/apache/incubator-hugegraph/pull/2862)
+- Add PerfExample5 and PerfExample6
[#2860](https://github.com/apache/incubator-hugegraph/pull/2860)
+- RocksDBStore remove redundant checkOpened() call
[#2863](https://github.com/apache/incubator-hugegraph/pull/2863)
+- Add path filter
[#2898](https://github.com/apache/incubator-hugegraph/pull/2898)
+- Init serena memory system & add memories
[#2902](https://github.com/apache/incubator-hugegraph/pull/2902)
+
+#### Bug Fixes
+
+- Filter dynamice path(PUT/GET/DELETE) with params cause OOM
[#2569](https://github.com/apache/incubator-hugegraph/pull/2569)
+- JRaft Histogram Metrics Value NaN
[#2631](https://github.com/apache/incubator-hugegraph/pull/2631)
+- Update server image desc
[#2702](https://github.com/apache/incubator-hugegraph/pull/2702)
+- Kneigbor-api has unmatched edge type with server
[#2699](https://github.com/apache/incubator-hugegraph/pull/2699)
+- Add license for swagger-ui & reset use stage to false in ci yml
[#2706](https://github.com/apache/incubator-hugegraph/pull/2706)
+- Fix build pd-store arm image
[#2744](https://github.com/apache/incubator-hugegraph/pull/2744)
+- Fix graph server cache notifier mechanism
[#2729](https://github.com/apache/incubator-hugegraph/pull/2729)
+- Tx leak when stopping the graph server
[#2791](https://github.com/apache/incubator-hugegraph/pull/2791)
+- Ensure backend is initialized in gremlin script
[#2824](https://github.com/apache/incubator-hugegraph/pull/2824)
+- Fix some potential lock & type cast issues
[#2895](https://github.com/apache/incubator-hugegraph/pull/2895)
+- Fix npe in getVersion
[#2897](https://github.com/apache/incubator-hugegraph/pull/2897)
+- Fix the support for graphsapi in rocksdb and add testing for graphsapi
[#2900](https://github.com/apache/incubator-hugegraph/pull/2900)
+- Remove graph path in auth api path
[#2899](https://github.com/apache/incubator-hugegraph/pull/2899)
+- Migrate to LTS jdk11 in all Dockerfile
[#2901](https://github.com/apache/incubator-hugegraph/pull/2901)
+- Remove the judgment for java8 compatibility in the init-store
[#2905](https://github.com/apache/incubator-hugegraph/pull/2905)
+- Add missing license and remove binary license.txt & fix tinkerpop ci &
remove duplicate module
[#2910](https://github.com/apache/incubator-hugegraph/pull/2910)
+
+#### Option Changes
+
+- Remove some outdated configuration
[#2678](https://github.com/apache/incubator-hugegraph/pull/2678)
+
+#### Other Changes
+
+- Update outdated docs for release 1.5.0
[#2690](https://github.com/apache/incubator-hugegraph/pull/2690)
+- Fix licenses and remove empty files
[#2692](https://github.com/apache/incubator-hugegraph/pull/2692)
+- Update repo artifacts references
[#2695](https://github.com/apache/incubator-hugegraph/pull/2695)
+- Adjust release fury version
[#2698](https://github.com/apache/incubator-hugegraph/pull/2698)
+- Fix the JSON license issue
[#2697](https://github.com/apache/incubator-hugegraph/pull/2697)
+- Add debug info for tp test
[#2688](https://github.com/apache/incubator-hugegraph/pull/2688)
+- Enhance words in README
[#2734](https://github.com/apache/incubator-hugegraph/pull/2734)
+- Add collaborators in asf config
[#2741](https://github.com/apache/incubator-hugegraph/pull/2741)
+- Adjust the related filters of sofa-bolt
[#2735](https://github.com/apache/incubator-hugegraph/pull/2735)
+- Reopen discussion in .asf.yml config
[#2751](https://github.com/apache/incubator-hugegraph/pull/2751)
+- Fix typo in README
[#2806](https://github.com/apache/incubator-hugegraph/pull/2806)
+- Centralize version management in project
[#2797](https://github.com/apache/incubator-hugegraph/pull/2797)
+- Update notice year
[#2826](https://github.com/apache/incubator-hugegraph/pull/2826)
+- Improve maven Reproducible Builds → upgrade plugins
[#2874](https://github.com/apache/incubator-hugegraph/pull/2874)
+- Enhance docker instruction with auth opened graph
[#2881](https://github.com/apache/incubator-hugegraph/pull/2881)
+- Remove the package existing in java8
[#2792](https://github.com/apache/incubator-hugegraph/pull/2792)
+- Revise Docker usage instructions in README
[#2882](https://github.com/apache/incubator-hugegraph/pull/2882)
+- Add DeepWiki badge to README
[#2883](https://github.com/apache/incubator-hugegraph/pull/2883)
+- Update guidance for store module
[#2894](https://github.com/apache/incubator-hugegraph/pull/2894)
+- Update test commands and improve documentation clarity
[#2893](https://github.com/apache/incubator-hugegraph/pull/2893)
+- Bump rocksdb version from 7.2.2 to 8.10.2
[#2896](https://github.com/apache/incubator-hugegraph/pull/2896)
+
+### hugegraph-toolchain
+
+#### API Changes
+
+- Support graphspace
[#633](https://github.com/apache/incubator-hugegraph-toolchain/pull/633)
+
+#### Feature Changes
+
+- Support jdbc date type & sync .editorconfig
[#648](https://github.com/apache/incubator-hugegraph-toolchain/pull/648)
+- Add a useSSL option for mysql
[#650](https://github.com/apache/incubator-hugegraph-toolchain/pull/650)
+- Patch for father sub edge
[#654](https://github.com/apache/incubator-hugegraph-toolchain/pull/654)
+- Improve user experience for user script
[#666](https://github.com/apache/incubator-hugegraph-toolchain/pull/666)
+- Support concurrent readers, short-id & Graphsrc
[#683](https://github.com/apache/incubator-hugegraph-toolchain/pull/683)
+- Init serena onboarding & project memory files
[#692](https://github.com/apache/incubator-hugegraph-toolchain/pull/692)
+
+#### Bug Fixes
+
+- Typo word in display
[#655](https://github.com/apache/incubator-hugegraph-toolchain/pull/655)
+- Patch up missing classes and methods for hubble
[#657](https://github.com/apache/incubator-hugegraph-toolchain/pull/657)
+- Adjust Client to 1.7.0 server
[#689](https://github.com/apache/incubator-hugegraph-toolchain/pull/689)
+- Remove json license for release 1.7.0
[#698](https://github.com/apache/incubator-hugegraph-toolchain/pull/698)
+
+#### Other Changes
+
+- Update hugegraph source commit id
[#640](https://github.com/apache/incubator-hugegraph-toolchain/pull/640)
+- Add collaborators in asf config
[#656](https://github.com/apache/incubator-hugegraph-toolchain/pull/656)
+- Update pom for version-1.7.0
[#681](https://github.com/apache/incubator-hugegraph-toolchain/pull/681)
+- Add DeepWiki badge to README
[#684](https://github.com/apache/incubator-hugegraph-toolchain/pull/684)
+- Adjust APIs to compatible with 1.7.0 server
[#685](https://github.com/apache/incubator-hugegraph-toolchain/pull/685)
+- Adjust LoadContext to 1.7.0 version
[#687](https://github.com/apache/incubator-hugegraph-toolchain/pull/687)
+- Migrate to LTS jdk11 in all Dockerfile
[#691](https://github.com/apache/incubator-hugegraph-toolchain/pull/691)
+- Update copyright year in NOTICE file
[#697](https://github.com/apache/incubator-hugegraph-toolchain/pull/697)
+
+### hugegraph-computer
+
+#### Feature Changes
+
+- Migration Vermeer to hugegraph-computer
[#316](https://github.com/apache/incubator-hugegraph-computer/pull/316)
+- Make startChan's size configurable
[#328](https://github.com/apache/incubator-hugegraph-computer/pull/328)
+- Assign WorkerGroup via worker configuration
[#332](https://github.com/apache/incubator-hugegraph-computer/pull/332)
+- Support task priority based scheduling
[#336](https://github.com/apache/incubator-hugegraph-computer/pull/336)
+- Avoid 800k
[#340](https://github.com/apache/incubator-hugegraph-computer/pull/340)
+
+#### Bug Fixes
+
+- Fix docker file build
[#341](https://github.com/apache/incubator-hugegraph-computer/pull/341)
+
+#### Other Changes
+
+- Update release version to 1.5.0
[#318](https://github.com/apache/incubator-hugegraph-computer/pull/318)
+- Update go depends module & fix headers
[#321](https://github.com/apache/incubator-hugegraph-computer/pull/321)
+- Update go version to 1.23
[#322](https://github.com/apache/incubator-hugegraph-computer/pull/322)
+- Add collaborator in .asf.yaml
[#323](https://github.com/apache/incubator-hugegraph-computer/pull/323)
+- Update the Go version in docker image
[#333](https://github.com/apache/incubator-hugegraph-computer/pull/333)
+- Add DeepWiki badge to README
[#337](https://github.com/apache/incubator-hugegraph-computer/pull/337)
+- Bump project version to 1.7.0 (RELEASE)
[#338](https://github.com/apache/incubator-hugegraph-computer/pull/338)
+- Update copyright year in NOTICE file
[#342](https://github.com/apache/incubator-hugegraph-computer/pull/342)
+
+### hugegraph-ai
+
+#### API Changes
+
+- Support choose template in api
[#135](https://github.com/apache/incubator-hugegraph-ai/pull/135)
+- Add post method for paths-api
[#162](https://github.com/apache/incubator-hugegraph-ai/pull/162)
+- Support switch graph in api & add some query configs
[#184](https://github.com/apache/incubator-hugegraph-ai/pull/184)
+- Text2gremlin api
[#258](https://github.com/apache/incubator-hugegraph-ai/pull/258)
+- Support switching prompt EN/CN
[#269](https://github.com/apache/incubator-hugegraph-ai/pull/269)
+- **BREAKING CHANGE**: Update keyword extraction method
[#282](https://github.com/apache/incubator-hugegraph-ai/pull/282)
+
+#### Feature Changes
+
+- Added the process of text2gql in graphrag V1.0
[#105](https://github.com/apache/incubator-hugegraph-ai/pull/105)
+- Use pydantic-settings for config management
[#122](https://github.com/apache/incubator-hugegraph-ai/pull/122)
+- Timely execute vid embedding & enhance some HTTP logic
[#141](https://github.com/apache/incubator-hugegraph-ai/pull/141)
+- Use retry from tenacity
[#143](https://github.com/apache/incubator-hugegraph-ai/pull/143)
+- Modify the summary info and enhance the request logic
[#147](https://github.com/apache/incubator-hugegraph-ai/pull/147)
+- Automatic backup graph data timely
[#151](https://github.com/apache/incubator-hugegraph-ai/pull/151)
+- Add a button to backup data & count together
[#153](https://github.com/apache/incubator-hugegraph-ai/pull/153)
+- Extract topk_per_keyword & topk_return_results to .env
[#154](https://github.com/apache/incubator-hugegraph-ai/pull/154)
+- Modify clear buttons
[#156](https://github.com/apache/incubator-hugegraph-ai/pull/156)
+- Support intent recognition V1
[#159](https://github.com/apache/incubator-hugegraph-ai/pull/159)
+- Change vid embedding x:yy to yy & use multi-thread
[#158](https://github.com/apache/incubator-hugegraph-ai/pull/158)
+- Support mathjax in rag query block V1
[#157](https://github.com/apache/incubator-hugegraph-ai/pull/157)
+- Use poetry to manage the dependencies
[#149](https://github.com/apache/incubator-hugegraph-ai/pull/149)
+- Return schema.groovy first when backup graph data
[#161](https://github.com/apache/incubator-hugegraph-ai/pull/161)
+- Merge all logs into one file
[#171](https://github.com/apache/incubator-hugegraph-ai/pull/171)
+- Use uv for the CI action
[#175](https://github.com/apache/incubator-hugegraph-ai/pull/175)
+- Use EN prompt for keywords extraction
[#174](https://github.com/apache/incubator-hugegraph-ai/pull/174)
+- Support litellm LLM provider
[#178](https://github.com/apache/incubator-hugegraph-ai/pull/178)
+- Improve graph extraction default prompt
[#187](https://github.com/apache/incubator-hugegraph-ai/pull/187)
+- Replace vid by full vertexes info
[#189](https://github.com/apache/incubator-hugegraph-ai/pull/189)
+- Support asynchronous streaming generation in rag block by using
async_generator and asyncio.wait
[#190](https://github.com/apache/incubator-hugegraph-ai/pull/190)
+- Generalize the regex extraction func
[#194](https://github.com/apache/incubator-hugegraph-ai/pull/194)
+- Create quick_start.md
[#196](https://github.com/apache/incubator-hugegraph-ai/pull/196)
+- Support Docker & K8s deployment way
[#195](https://github.com/apache/incubator-hugegraph-ai/pull/195)
+- Multi-stage building in Dockerfile
[#199](https://github.com/apache/incubator-hugegraph-ai/pull/199)
+- Support graph checking before updating vid embedding
[#205](https://github.com/apache/incubator-hugegraph-ai/pull/205)
+- Disable text2gql by default
[#216](https://github.com/apache/incubator-hugegraph-ai/pull/216)
+- Use 4.1-mini and 0.01 temperature by default
[#214](https://github.com/apache/incubator-hugegraph-ai/pull/214)
+- Enhance the multi configs for LLM
[#212](https://github.com/apache/incubator-hugegraph-ai/pull/212)
+- Textbox to Code
[#217](https://github.com/apache/incubator-hugegraph-ai/pull/223)
+- Replace the IP + Port with URL
[#209](https://github.com/apache/incubator-hugegraph-ai/pull/209)
+- Update gradio's version
[#235](https://github.com/apache/incubator-hugegraph-ai/pull/235)
+- Use asyncio to get embeddings
[#215](https://github.com/apache/incubator-hugegraph-ai/pull/215)
+- Change QPS -> RPM for timer decorator
[#241](https://github.com/apache/incubator-hugegraph-ai/pull/241)
+- Support batch embedding
[#238](https://github.com/apache/incubator-hugegraph-ai/pull/238)
+- Using nuitka to provide a binary/perf way for the service
[#242](https://github.com/apache/incubator-hugegraph-ai/pull/242)
+- Use uv instead poetry
[#226](https://github.com/apache/incubator-hugegraph-ai/pull/226)
+- Basic compatible in text2gremlin generation
[#261](https://github.com/apache/incubator-hugegraph-ai/pull/261)
+- Enhance config path handling and add project root validation
[#262](https://github.com/apache/incubator-hugegraph-ai/pull/262)
+- Add vermeer python client for graph computing
[#263](https://github.com/apache/incubator-hugegraph-ai/pull/263)
+- Use uv in client & ml modules & adapter the CI
[#257](https://github.com/apache/incubator-hugegraph-ai/pull/257)
+- Use uv to manage pkgs & update README
[#272](https://github.com/apache/incubator-hugegraph-ai/pull/272)
+- Limit the deps version to handle critical init problems
[#279](https://github.com/apache/incubator-hugegraph-ai/pull/279)
+- Support semi-automated prompt generation
[#281](https://github.com/apache/incubator-hugegraph-ai/pull/281)
+- Support semi-automated generated graph schema
[#274](https://github.com/apache/incubator-hugegraph-ai/pull/274)
+- Unify all modules with uv
[#287](https://github.com/apache/incubator-hugegraph-ai/pull/287)
+- Add GitHub Actions for auto upstream sync and update SEALData subsample
logic [#289](https://github.com/apache/incubator-hugegraph-ai/pull/289)
+- Add a basic LLM/AI coding instruction file
[#290](https://github.com/apache/incubator-hugegraph-ai/pull/290)
+- Add rules for AI coding guideline - V1.0
[#293](https://github.com/apache/incubator-hugegraph-ai/pull/293)
+- Replace QianFan by OpenAI-compatible format
[#285](https://github.com/apache/incubator-hugegraph-ai/pull/285)
+- Optimize vector index with asyncio embedding
[#264](https://github.com/apache/incubator-hugegraph-ai/pull/264)
+- Refactor embedding parallelization to preserve order
[#295](https://github.com/apache/incubator-hugegraph-ai/pull/295)
+- Support storing vector data for a graph instance by model type/name
[#265](https://github.com/apache/incubator-hugegraph-ai/pull/265)
+- Add AGENTS.md as new document standard
[#299](https://github.com/apache/incubator-hugegraph-ai/pull/299)
+- Add Fixed Workflow Execution Engine: Flow, Node, and Scheduler Architecture
[#302](https://github.com/apache/incubator-hugegraph-ai/pull/302)
+- Support vector db layer V1.0
[#304](https://github.com/apache/incubator-hugegraph-ai/pull/304)
+
+#### Bug Fixes
+
+- Limit the length of log & improve the format
[#121](https://github.com/apache/incubator-hugegraph-ai/pull/121)
+- Pylint in ml
[#125](https://github.com/apache/incubator-hugegraph-ai/pull/125)
+- Critical bug with pylint usage
[#131](https://github.com/apache/incubator-hugegraph-ai/pull/131)
+- Multi vid k-neighbor query only return the data of first vid
[#132](https://github.com/apache/incubator-hugegraph-ai/pull/132)
+- Replace getenv usage to settings
[#133](https://github.com/apache/incubator-hugegraph-ai/pull/133)
+- Correct header writing errors
[#140](https://github.com/apache/incubator-hugegraph-ai/pull/140)
+- Update prompt to fit prefix cache
[#137](https://github.com/apache/incubator-hugegraph-ai/pull/137)
+- Extract_graph_data use wrong method
[#145](https://github.com/apache/incubator-hugegraph-ai/pull/145)
+- Use empty str for llm config
[#155](https://github.com/apache/incubator-hugegraph-ai/pull/155)
+- Update gremlin generate prompt to apply fuzzy match
[#163](https://github.com/apache/incubator-hugegraph-ai/pull/163)
+- Enable fastapi auto reload function
[#164](https://github.com/apache/incubator-hugegraph-ai/pull/164)
+- Fix tiny bugs & optimize reranker layout
[#202](https://github.com/apache/incubator-hugegraph-ai/pull/202)
+- Enable tasks concurrency configs in Gradio
[#188](https://github.com/apache/incubator-hugegraph-ai/pull/188)
+- Align regex extraction of json to json format of prompt
[#211](https://github.com/apache/incubator-hugegraph-ai/pull/211)
+- Fix documentation sample code error
[#219](https://github.com/apache/incubator-hugegraph-ai/pull/219)
+- Failed to remove vectors when updating vid embedding
[#243](https://github.com/apache/incubator-hugegraph-ai/pull/243)
+- Skip empty chunk in LLM steaming mode
[#245](https://github.com/apache/incubator-hugegraph-ai/pull/245)
+- Ollama batch embedding bug
[#250](https://github.com/apache/incubator-hugegraph-ai/pull/250)
+- Fix Dockerfile to add pyproject.toml anchor file
[#266](https://github.com/apache/incubator-hugegraph-ai/pull/266)
+- Add missing 'properties' in gremlin prompt formatting
[#298](https://github.com/apache/incubator-hugegraph-ai/pull/298)
+- Fixed cgraph version
[#305](https://github.com/apache/incubator-hugegraph-ai/pull/305)
+- Ollama embedding API usage and config param
[#306](https://github.com/apache/incubator-hugegraph-ai/pull/306)
+
+#### Option Changes
+
+- Remove enable_gql logic in api & rag block
[#148](https://github.com/apache/incubator-hugegraph-ai/pull/148)
+
+#### Other Changes
+
+- Update README for python-client/SDK
[#150](https://github.com/apache/incubator-hugegraph-ai/pull/150)
+- Enable pip cache
[#142](https://github.com/apache/incubator-hugegraph-ai/pull/142)
+- Enable discussion & change merge way
[#201](https://github.com/apache/incubator-hugegraph-ai/pull/201)
+- Synchronization with official documentation
[#273](https://github.com/apache/incubator-hugegraph-ai/pull/273)
+- Fix grammar errors
[#275](https://github.com/apache/incubator-hugegraph-ai/pull/275)
+- Improve README clarity and deployment instructions
[#276](https://github.com/apache/incubator-hugegraph-ai/pull/276)
+- Add docker-compose deployment and improve container networking instructions
[#280](https://github.com/apache/incubator-hugegraph-ai/pull/280)
+- Update docker compose command
[#283](https://github.com/apache/incubator-hugegraph-ai/pull/283)
+- Reduce third-party library log output
[#244](https://github.com/apache/incubator-hugegraph-ai/pull/284)
+- Update README with improved setup instructions
[#294](https://github.com/apache/incubator-hugegraph-ai/pull/294)
+- Add collaborators in asf config
[#182](https://github.com/apache/incubator-hugegraph-ai/pull/182)
+
+### Release Details
+
+Please check the release details/contributor in each repository:
+
+- [Server Release
Notes](https://github.com/apache/incubator-hugegraph/releases)
+- [Toolchain Release
Notes](https://github.com/apache/incubator-hugegraph-toolchain/releases)
+- [Computer Release
Notes](https://github.com/apache/incubator-hugegraph-computer/releases)
+- [AI Release Notes](https://github.com/apache/incubator-hugegraph-ai/releases)
