AwesomeRepos
Sign in

ModelEngine-Group / fit-framework

Open on GitHub

FIT: 企业级AI开发框架，提供多语言函数引擎（FIT）、流式编排引擎（WaterFlow）及Java生态的LangChain替代方案（FEL）。原生/Spring双模运行，支持插件热插拔与智能聚散部署，无缝统一大模型与业务系统。

Stars
2,118 stars
Forks
335 forks
Language
Java
License
MIT
Created
Feb 22, 2025
Last push
Mar 13, 2026
Updated
Nov 9, 2026
Tags
Why these Tags: an agent read the README and quoted it
  • Agent framework from the readme: FEL 为 Java 开发者带来了更符合工程化实践的答案——基于标准化原语封装大模型、知识库与工具链
  • Workflow engine from the description: 流式编排引擎（WaterFlow）

An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an error with the form at the end of this page.

GitHub topics

Admitted to the Repository Index on Nov 12, 2026: 2,118 stars on 2026-11-12.

Star History

181 days recorded, May 17, 2026 – Nov 13, 2026 (UTC). Net change +31 stars.

Stars at the end of each day 2,118 now
May 17, 2026 Nov 13, 2026
Net stars each day highest +7
+7 on Jun 4, 2026
May 17, 2026 Nov 13, 2026

The star count of each day is the latest count minus the net stars of the later days.

Add this Star History to a README

The images follow the light or dark theme of the page that shows them, and update every hour. Add ?theme=light or ?theme=dark to the chart address to keep one theme.

Star History chart

[![Star History of ModelEngine-Group/fit-framework](https://awesomerepos.com/ModelEngine-Group/fit-framework/stars.svg)](https://awesomerepos.com/ModelEngine-Group/fit-framework)

Badge

[![AwesomeRepos](https://awesomerepos.com/ModelEngine-Group/fit-framework/badge.svg)](https://awesomerepos.com/ModelEngine-Group/fit-framework)

Timeline

It gained stars on 25 of the 181 days recorded since May 17, 2026.

Its largest 7 days were May 31, 2026 to Jun 6, 2026: 9 stars.

In the 30 days to Nov 13, 2026 it got 3 stars, 50% more than in the 30 days before.

It had 2,087 stars before May 17, 2026 and has 2,118 stars now: 2,882 fewer than 5,000.

  1. Created on the Repository Host
  2. Release v3.6.0
  3. Release v3.6.1
  4. Release v3.6.2
  5. Release v3.6.3
  6. Release v3.6.4
  7. Latest push
  8. +1 stars in one day
  9. Largest star day recorded: +7 stars
  10. +1 stars in one day
  11. Entered the Repository Index: 2,118 stars on 2026-11-12

The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.

Forks and pushes

From 2 Observations, Nov 13, 2026 – Nov 14, 2026. Forks 0. AwesomeRepos saw a new push on 0 of 1 days.

Forks 335
  1. Nov 14, 2026: no new push

A filled day: the last push time changed since the Observation before it.

Health facts

Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos reads the weekly commits, the changelog, and the community files each week for the 5,000 visible repositories with the most stars and for each rising repository. How AwesomeRepos defines each check

Maintenance

1 of 4 checks (2 without data)

  • Yes: Not archived

    GitHub does not mark the repository as archived. Source

  • No: A push in the last 90 days

    Last push on 2026-03-13, 246 days ago. Source

  • No data: Commits in the last 13 weeks

    No data: AwesomeRepos has not read the weekly commits.

  • No data: Commits in 26 or more of the last 52 weeks

    No data: AwesomeRepos has not read the weekly commits.

Releases

2 of 3 checks (1 without data)

  • Yes: A release in the last 365 days

    Newest release v3.6.4 on 2026-03-13, 246 days ago. 4 releases in the last 365 days. Source

  • Yes: The newest release tag is a semantic version

    The newest release tag is v3.6.4. Source

  • No data: A changelog file at the root

    No data: AwesomeRepos has not scanned this repository.

Security practice

0 of 1 check (1 without data)

  • No data: A security policy

    No data: AwesomeRepos has not scanned this repository.

AwesomeRepos has not asked OpenSSF Scorecard about this repository.

Community files

1 of 3 checks (2 without data)

  • Yes: A licence

    GitHub finds the licence MIT. Source

  • No data: A contributing guide

    No data: AwesomeRepos has not scanned this repository.

  • No data: A code of conduct

    No data: AwesomeRepos has not scanned this repository.

Dependencies in the index

This section shows the packages that connect this repository to other repositories in the index.

The GitHub dependency graph of this repository names 276 direct packages (scanned on Nov 14, 2026). Packages from 33 other repositories in the index are among them.

No scanned repository names a package from this repository.

Uses (8 of 33) Used by ModelEngine-Group/fit-framewo… langchain-ai/langchain langchain-ai/langchain microsoft/TypeScript microsoft/TypeScript spring-projects/spring-boot spring-projects/spring-boot psf/requests psf/requests run-llama/llama_index run-llama/llama_index google/guava google/guava DefinitelyTyped/DefinitelyTyped DefinitelyTyped/DefinitelyTyp… evanw/esbuild evanw/esbuild None in the scan
An arrow points from the repository that names a package to the repository that the package comes from.

Uses (in the index) · 33

Show all 33

Used by (in the index) · 0

None.

Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package (checked on Nov 14, 2026). A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made

Observations

Latest Observation, Nov 14, 2026: 2,118 stars, 335 forks, last push Mar 13, 2026, not archived. One of 2 Observations since Nov 13, 2026.

Report a problem with this page

Do not include personal data. AwesomeRepos keeps the message, the page, and the time.