diff --git a/.github/workflows/latest_changes.yml b/.github/workflows/latest_changes.yml
new file mode 100644
index 0000000..3dc534f
--- /dev/null
+++ b/.github/workflows/latest_changes.yml
@@ -0,0 +1,45 @@
+name: Run Python Script and Update README
+
+on:
+  push:
+
+jobs:
+  run-script:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout main branch
+        uses: actions/checkout@v4
+        with:
+          ref: 'main'
+          fetch-depth: 0
+          token: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Configuring git credentials
+        run: |
+          git config --global user.email "1831768457@qq.com"
+          git config --global user.name "Atticuszz"
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
+      - name: Install dependencies
+        run: |
+            python -m pip install --upgrade pip
+            pip install useful-scripts pre-commit
+
+      - name: Run pre-commit hooks
+        run: pre-commit run --all-files
+        continue-on-error: true
+
+      - name: Run the script for recently modified
+        run: markdown --root ${{ github.workspace }} modify_recent --output ${{ github.workspace }}/README.md --num_commits 15 --dir src --title "### Latest Changes"
+
+
+      - name: Commit README changes
+        run: |
+          git add README.md
+          git add docs/
+          git commit -m "Update README.md automatically" || echo "No changes to commit"
+          git push origin main
diff --git a/.idea/fastapi_supabase_template.iml b/.idea/fastapi_supabase_template.iml
index f1c1bb5..96028b0 100644
--- a/.idea/fastapi_supabase_template.iml
+++ b/.idea/fastapi_supabase_template.iml
@@ -9,5 +9,6 @@
     <orderEntry type="module" module-name="supabase-py-async" />
     <orderEntry type="module" module-name="bug_reproduction" />
     <orderEntry type="module" module-name="fastapi-supabase-auth" />
+    <orderEntry type="module" module-name="KnowledgeHub" />
   </component>
 </module>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
index 02e5a19..ffb2212 100644
--- a/.idea/modules.xml
+++ b/.idea/modules.xml
@@ -2,6 +2,7 @@
 <project version="4">
   <component name="ProjectModuleManager">
     <modules>
+      <module fileurl="file://$PROJECT_DIR$/../../KnowledgeHub/.idea/KnowledgeHub.iml" filepath="$PROJECT_DIR$/../../KnowledgeHub/.idea/KnowledgeHub.iml" />
       <module fileurl="file://$PROJECT_DIR$/../bug_reproduction/.idea/bug_reproduction.iml" filepath="$PROJECT_DIR$/../bug_reproduction/.idea/bug_reproduction.iml" />
       <module fileurl="file://$PROJECT_DIR$/../fastapi-supabase-auth/.idea/fastapi-supabase-auth.iml" filepath="$PROJECT_DIR$/../fastapi-supabase-auth/.idea/fastapi-supabase-auth.iml" />
       <module fileurl="file://$PROJECT_DIR$/.idea/fastapi_supabase_template.iml" filepath="$PROJECT_DIR$/.idea/fastapi_supabase_template.iml" />
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
index 894ca1d..1bdcb44 100644
--- a/.idea/vcs.xml
+++ b/.idea/vcs.xml
@@ -2,6 +2,7 @@
 <project version="4">
   <component name="VcsDirectoryMappings">
     <mapping directory="" vcs="Git" />
+    <mapping directory="$PROJECT_DIR$/../../KnowledgeHub" vcs="Git" />
     <mapping directory="$PROJECT_DIR$/../bug_reproduction" vcs="Git" />
     <mapping directory="$PROJECT_DIR$/../fastapi-supabase-auth" vcs="Git" />
     <mapping directory="$PROJECT_DIR$/../full-stack-fastapi-postgresql" vcs="Git" />
diff --git a/README.md b/README.md
index 7b11c97..14424ed 100644
--- a/README.md
+++ b/README.md
@@ -81,165 +81,6 @@ ___
 ___
 ### Latest Changes
 
-* ✨ Upgrade items router with new SQLModel models, simplified logic, and new FastAPI Annotated dependencies. PR [#560](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/560) by [@tiangolo](https://github.com/tiangolo).
-* ✨ Adopt SQLModel, create models, start using it. PR [#559](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/559) by [@tiangolo](https://github.com/tiangolo).
-* ⬆️ Upgrade Python version and dependencies. PR [#558](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/558) by [@tiangolo](https://github.com/tiangolo).
-* 🔧 Add missing dotenv variables. PR [#554](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/554) by [@tiangolo](https://github.com/tiangolo).
-
-#### Features
-
-* ✨ Regenerate frontend client with recent changes. PR [#575](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/575) by [@alejsdev](https://github.com/alejsdev).
-* ♻️ Refactor API in `utils.py`. PR [#573](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/573) by [@alejsdev](https://github.com/alejsdev).
-* ✨ Update code for login API. PR [#571](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/571) by [@tiangolo](https://github.com/tiangolo).
-* ✨ Add client in frontend and client generation. PR [#569](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/569) by [@alejsdev](https://github.com/alejsdev).
-* 🐳 Set up Docker config for new-frontend. PR [#564](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/564) by [@alejsdev](https://github.com/alejsdev).
-* ✨ Set up new frontend with Vite, TypeScript and React. PR [#563](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/563) by [@alejsdev](https://github.com/alejsdev).
-* 📌 Add NodeJS version management and instructions. PR [#551](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/551) by [@alejsdev](https://github.com/alejsdev).
-* Add consistent errors for env vars not set. PR [#200](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/200).
-* Upgrade Traefik to version 2, keeping in sync with DockerSwarm.rocks. PR [#199](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/199).
-* Run tests with `TestClient`. PR [#160](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/160).
-
-#### Fixes
-
-* 🐛 Fix positional argument bug in `init_db.py`. PR [#562](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/562) by [@alejsdev](https://github.com/alejsdev).
-* 📌 Fix flower Docker image, pin version. PR [#396](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/396) by [@sanggusti](https://github.com/sanggusti).
-* 🐛 Fix Celery worker command. PR [#443](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/443) by [@bechtold](https://github.com/bechtold).
-* 🐛 Fix Poetry installation in Dockerfile and upgrade Python version and packages to fix Docker build. PR [#480](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/480) by [@little7Li](https://github.com/little7Li).
-
-#### Refactors
-
-* ♻️ Re-enable user update path operations for frontend client generation. PR [#574](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/574) by [@alejsdev](https://github.com/alejsdev).
-* ♻️ Remove type ignores and add `response_model`. PR [#572](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/572) by [@alejsdev](https://github.com/alejsdev).
-* ♻️ Refactor Users API and dependencies. PR [#561](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/561) by [@alejsdev](https://github.com/alejsdev).
-* ♻️ Refactor frontend Docker build setup, use plain NodeJS, use custom Nginx config, fix build for old Vue. PR [#555](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/555) by [@tiangolo](https://github.com/tiangolo).
-* ♻️ Refactor project generation, discard cookiecutter, use plain git/clone/fork. PR [#553](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/553) by [@tiangolo](https://github.com/tiangolo).
-* Refactor backend:
-    * Simplify configs for tools and format to better support editor integration.
-    * Add mypy configurations and plugins.
-    * Add types to all the codebase.
-    * Update types for SQLAlchemy models with plugin.
-    * Update and refactor CRUD utils.
-    * Refactor DB sessions to use dependencies with `yield`.
-    * Refactor dependencies, security, CRUD, models, schemas, etc. To simplify code and improve autocompletion.
-    * Change from PyJWT to Python-JOSE as it supports additional use cases.
-    * Fix JWT tokens using user email/ID as the subject in `sub`.
-    * PR [#158](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/158).
-* Simplify `docker-compose.*.yml` files, refactor deployment to reduce config files. PR [#153](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/153).
-* Simplify env var files, merge to a single `.env` file. PR [#151](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/151).
-
-#### Docs
-
-* 📝 Update README with in construction notice. PR [#552](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/552) by [@tiangolo](https://github.com/tiangolo).
-* Add docs about reporting test coverage in HTML. PR [#161](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/161).
-* Add docs about removing the frontend, for an API-only app. PR [#156](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/156).
-
-#### Internal
-
-* 👷 Add dependabot. PR [#547](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/547) by [@tiangolo](https://github.com/tiangolo).
-* 👷 Fix latest-changes GitHub Action token, strike 2. PR [#546](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/546) by [@tiangolo](https://github.com/tiangolo).
-* 👷 Fix latest-changes GitHub Action token config. PR [#545](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/545) by [@tiangolo](https://github.com/tiangolo).
-* 👷 Add latest-changes GitHub Action. PR [#544](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/544) by [@tiangolo](https://github.com/tiangolo).
-* Update issue-manager. PR [#211](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/211).
-* Add [GitHub Sponsors](https://github.com/sponsors/tiangolo) button. PR [#201](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/201).
-* Simplify scripts and development, update docs and configs. PR [#155](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/155).
-
-### 0.5.0
-
-* Make the Traefik public network a fixed default of `traefik-public` as done in DockerSwarm.rocks, to simplify development and iteration of the project generator. PR [#150](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/150).
-* Update to PostgreSQL 12. PR [#148](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/148). by [@RCheese](https://github.com/RCheese).
-* Use Poetry for package management. Initial PR [#144](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/144) by [@RCheese](https://github.com/RCheese).
-* Fix Windows line endings for shell scripts after project generation with Cookiecutter hooks. PR [#149](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/149).
-* Upgrade Vue CLI to version 4. PR [#120](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/120) by [@br3ndonland](https://github.com/br3ndonland).
-* Remove duplicate `login` tag. PR [#135](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/135) by [@Nonameentered](https://github.com/Nonameentered).
-* Fix showing email in dashboard when there's no user's full name. PR [#129](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/129) by [@rlonka](https://github.com/rlonka).
-* Format code with Black and Flake8. PR [#121](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/121) by [@br3ndonland](https://github.com/br3ndonland).
-* Simplify SQLAlchemy Base class. PR [#117](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/117) by [@airibarne](https://github.com/airibarne).
-* Update CRUD utils for users, handling password hashing. PR [#106](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/106) by [@mocsar](https://github.com/mocsar).
-* Use `.` instead of `source` for interoperability. PR [#98](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/98) by [@gucharbon](https://github.com/gucharbon).
-* Use Pydantic's `BaseSettings` for settings/configs and env vars. PR [#87](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/87) by [@StephenBrown2](https://github.com/StephenBrown2).
-* Remove `package-lock.json` to let everyone lock their own versions (depending on OS, etc).
-* Simplify Traefik service labels PR [#139](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/139).
-* Add email validation. PR [#40](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/40) by [@kedod](https://github.com/kedod).
-* Fix typo in README. PR [#83](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/83) by [@ashears](https://github.com/ashears).
-* Fix typo in README. PR [#80](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/80) by [@abjoker](https://github.com/abjoker).
-* Fix function name `read_item` and response code. PR [#74](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/74) by [@jcaguirre89](https://github.com/jcaguirre89).
-* Fix typo in comment. PR [#70](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/70) by [@daniel-butler](https://github.com/daniel-butler).
-* Fix Flower Docker configuration. PR [#37](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/37) by [@dmontagu](https://github.com/dmontagu).
-* Add new CRUD utils based on DB and Pydantic models. Initial PR [#23](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/23) by [@ebreton](https://github.com/ebreton).
-* Add normal user testing Pytest fixture. PR [#20](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/20) by [@ebreton](https://github.com/ebreton).
-
-### 0.4.0
-
-* Fix security on resetting a password. Receive token as body, not query. PR [#34](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/34).
-
-* Fix security on resetting a password. Receive it as body, not query. PR [#33](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/33) by [@dmontagu](https://github.com/dmontagu).
-
-* Fix SQLAlchemy class lookup on initialization. PR [#29](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/29) by [@ebreton](https://github.com/ebreton).
-
-* Fix SQLAlchemy operation errors on database restart. PR [#32](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/32) by [@ebreton](https://github.com/ebreton).
-
-* Fix locations of scripts in generated README. PR [#19](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/19) by [@ebreton](https://github.com/ebreton).
-
-* Forward arguments from script to `pytest` inside container. PR [#17](https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/17) by [@ebreton](https://github.com/ebreton).
-
-* Update development scripts.
-
-* Read Alembic configs from env vars. PR <a href="https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/9" target="_blank">#9</a> by <a href="https://github.com/ebreton" target="_blank">@ebreton</a>.
-
-* Create DB Item objects from all Pydantic model's fields.
-
-* Update Jupyter Lab installation and util script/environment variable for local development.
-
-### 0.3.0
-
-* PR <a href="https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/14" target="_blank">#14</a>:
-    * Update CRUD utils to use types better.
-    * Simplify Pydantic model names, from `UserInCreate` to `UserCreate`, etc.
-    * Upgrade packages.
-    * Add new generic "Items" models, crud utils, endpoints, and tests. To facilitate re-using them to create new functionality. As they are simple and generic (not like Users), it's easier to copy-paste and adapt them to each use case.
-    * Update endpoints/*path operations* to simplify code and use new utilities, prefix and tags in `include_router`.
-    * Update testing utils.
-    * Update linting rules, relax vulture to reduce false positives.
-    * Update migrations to include new Items.
-    * Update project README.md with tips about how to start with backend.
-
-* Upgrade Python to 3.7 as Celery is now compatible too. PR <a href="https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/10" target="_blank">#10</a> by <a href="https://github.com/ebreton" target="_blank">@ebreton</a>.
-
-### 0.2.2
-
-* Fix frontend hijacking /docs in development. Using latest https://github.com/tiangolo/node-frontend with custom Nginx configs in frontend. <a href="https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/6" target="_blank">PR #6</a>.
-
-### 0.2.1
-
-* Fix documentation for *path operation* to get user by ID. <a href="https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/4" target="_blank">PR #4</a> by <a href="https://github.com/mpclarkson" target="_blank">@mpclarkson</a> in FastAPI.
-
-* Set `/start-reload.sh` as a command override for development by default.
-
-* Update generated README.
-
-### 0.2.0
-
-**<a href="https://github.com/tiangolo/full-stack-fastapi-postgresql/pull/2" target="_blank">PR #2</a>**:
-
-* Simplify and update backend `Dockerfile`s.
-* Refactor and simplify backend code, improve naming, imports, modules and "namespaces".
-* Improve and simplify Vuex integration with TypeScript accessors.
-* Standardize frontend components layout, buttons order, etc.
-* Add local development scripts (to develop this project generator itself).
-* Add logs to startup modules to detect errors early.
-* Improve FastAPI dependency utilities, to simplify and reduce code (to require a superuser).
-
-### 0.1.2
-
-* Fix path operation to update self-user, set parameters as body payload.
-
-### 0.1.1
-
-Several bug fixes since initial publication, including:
-
-* Order of path operations for users.
-* Frontend sending login data in the correct format.
-* Add https://localhost variants to CORS.
 
 ## License