### What problem does this PR solve?

Integration with Infinity

- Replaced ELASTICSEARCH with dataStoreConn
- Renamed deleteByQuery with delete
- Renamed bulk to upsertBulk
- getHighlight, getAggregation
- Fix KGSearch.search
- Moved Dealer.sql_retrieval to es_conn.py


### Type of change

- [x] Refactoring

### What problem does this PR solve?



### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)

### What problem does this PR solve?

**Added openapi specification for API routes. This creates swagger UI
similar to FastAPI to better use the API.**
Using python package `flasgger`

### Type of change
- [x] New Feature (non-breaking change which adds functionality)

Not all routes are included since this is a work in progress.

Docs can be accessed on: `{host}:{port}/apidocs`

### What problem does this PR solve?

Replaced redis with Valkey. Close #3070

### Type of change

- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [x] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.0.3 to
3.0.6.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/pallets/werkzeug/releases">werkzeug's
releases</a>.</em></p>
<blockquote>
<h2>3.0.6</h2>
<p>This is the Werkzeug 3.0.6 security fix release, which fixes security
issues but does not otherwise change behavior and should not result in
breaking changes.</p>
<p>PyPI: <a
href="https://pypi.org/project/Werkzeug/3.0.6/">https://pypi.org/project/Werkzeug/3.0.6/</a>
Changes: <a
href="https://werkzeug.palletsprojects.com/en/stable/changes/#version-3-0-6">https://werkzeug.palletsprojects.com/en/stable/changes/#version-3-0-6</a></p>
<ul>
<li>Fix how <code>max_form_memory_size</code> is applied when parsing
large non-file fields. <a
href="https://github.com/advisories/GHSA-q34m-jh98-gwm2">GHSA-q34m-jh98-gwm2</a></li>
<li><code>safe_join</code> catches certain paths on Windows that were
not caught by <code>ntpath.isabs</code> on Python &lt; 3.11. <a
href="https://github.com/advisories/GHSA-f9vj-2wh5-fj8j">GHSA-f9vj-2wh5-fj8j</a></li>
</ul>
<h2>3.0.5</h2>
<p>This is the Werkzeug 3.0.5 fix release, which fixes bugs but does not
otherwise change behavior and should not result in breaking changes.</p>
<p>PyPI: <a
href="https://pypi.org/project/Werkzeug/3.0.5/">https://pypi.org/project/Werkzeug/3.0.5/</a>
Changes: <a
href="https://werkzeug.palletsprojects.com/en/stable/changes/#version-3-0-5">https://werkzeug.palletsprojects.com/en/stable/changes/#version-3-0-5</a>
Milestone: <a
href="https://github.com/pallets/werkzeug/milestone/37?closed=1">https://github.com/pallets/werkzeug/milestone/37?closed=1</a></p>
<ul>
<li>The Watchdog reloader ignores file closed no write events. <a
href="https://redirect.github.com/pallets/werkzeug/issues/2945">#2945</a></li>
<li>Logging works with client addresses containing an IPv6 scope. <a
href="https://redirect.github.com/pallets/werkzeug/issues/2952">#2952</a></li>
<li>Ignore invalid authorization parameters. <a
href="https://redirect.github.com/pallets/werkzeug/issues/2955">#2955</a></li>
<li>Improve type annotation fore <code>SharedDataMiddleware</code>. <a
href="https://redirect.github.com/pallets/werkzeug/issues/2958">#2958</a></li>
<li>Compatibility with Python 3.13 when generating debugger pin and the
current UID does not have an associated name. <a
href="https://redirect.github.com/pallets/werkzeug/issues/2957">#2957</a></li>
</ul>
<h2>3.0.4</h2>
<p>This is the Werkzeug 3.0.4 fix release, which fixes bugs but does not
otherwise change behavior and should not result in breaking changes.</p>
<p>PyPI: <a
href="https://pypi.org/project/Werkzeug/3.0.4/">https://pypi.org/project/Werkzeug/3.0.4/</a>
Changes: <a
href="https://werkzeug.palletsprojects.com/en/3.0.x/changes/#version-3-0-4">https://werkzeug.palletsprojects.com/en/3.0.x/changes/#version-3-0-4</a>
Milestone: <a
href="https://github.com/pallets/werkzeug/milestone/36?closed=1">https://github.com/pallets/werkzeug/milestone/36?closed=1</a></p>
<ul>
<li>Restore behavior where parsing
<code>multipart/x-www-form-urlencoded</code> data with
invalid UTF-8 bytes in the body results in no form data parsed rather
than a
413 error. <a
href="https://redirect.github.com/pallets/werkzeug/issues/2930">#2930</a></li>
<li>Improve <code>parse_options_header</code> performance when parsing
unterminated
quoted string values. <a
href="https://redirect.github.com/pallets/werkzeug/issues/2904">#2904</a></li>
<li>Debugger pin auth is synchronized across threads/processes when
tracking
failed entries. <a
href="https://redirect.github.com/pallets/werkzeug/issues/2916">#2916</a></li>
<li>Dev server handles unexpected <code>SSLEOFError</code> due to issue
in Python &lt; 3.13.
<a
href="https://redirect.github.com/pallets/werkzeug/issues/2926">#2926</a></li>
<li>Debugger pin auth works when the URL already contains a query
string.
<a
href="https://redirect.github.com/pallets/werkzeug/issues/2918">#2918</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/pallets/werkzeug/blob/main/CHANGES.rst">werkzeug's
changelog</a>.</em></p>
<blockquote>
<h2>Version 3.0.6</h2>
<p>Released 2024-10-25</p>
<ul>
<li>Fix how <code>max_form_memory_size</code> is applied when parsing
large non-file
fields. :ghsa:<code>q34m-jh98-gwm2</code></li>
<li><code>safe_join</code> catches certain paths on Windows that were
not caught by
<code>ntpath.isabs</code> on Python &lt; 3.11.
:ghsa:<code>f9vj-2wh5-fj8j</code></li>
</ul>
<h2>Version 3.0.5</h2>
<p>Released 2024-10-24</p>
<ul>
<li>The Watchdog reloader ignores file closed no write events.
:issue:<code>2945</code></li>
<li>Logging works with client addresses containing an IPv6 scope
:issue:<code>2952</code></li>
<li>Ignore invalid authorization parameters.
:issue:<code>2955</code></li>
<li>Improve type annotation fore <code>SharedDataMiddleware</code>.
:issue:<code>2958</code></li>
<li>Compatibility with Python 3.13 when generating debugger pin and the
current
UID does not have an associated name. :issue:<code>2957</code></li>
</ul>
<h2>Version 3.0.4</h2>
<p>Released 2024-08-21</p>
<ul>
<li>Restore behavior where parsing
<code>multipart/x-www-form-urlencoded</code> data with
invalid UTF-8 bytes in the body results in no form data parsed rather
than a
413 error. :issue:<code>2930</code></li>
<li>Improve <code>parse_options_header</code> performance when parsing
unterminated
quoted string values. :issue:<code>2904</code></li>
<li>Debugger pin auth is synchronized across threads/processes when
tracking
failed entries. :issue:<code>2916</code></li>
<li>Dev server handles unexpected <code>SSLEOFError</code> due to issue
in Python &lt; 3.13.
:issue:<code>2926</code></li>
<li>Debugger pin auth works when the URL already contains a query
string.
:issue:<code>2918</code></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="5eaefc3996"><code>5eaefc3</code></a>
release version 3.0.6</li>
<li><a
href="2767bcb10a"><code>2767bcb</code></a>
Merge commit from fork</li>
<li><a
href="87cc78a25f"><code>87cc78a</code></a>
catch special absolute path on Windows Python &lt; 3.11</li>
<li><a
href="50cfeebcb0"><code>50cfeeb</code></a>
Merge commit from fork</li>
<li><a
href="8760275afb"><code>8760275</code></a>
apply max_form_memory_size another level up in the parser</li>
<li><a
href="8d6a12e2af"><code>8d6a12e</code></a>
start version 3.0.6</li>
<li><a
href="a7b121abc7"><code>a7b121a</code></a>
release version 3.0.5 (<a
href="https://redirect.github.com/pallets/werkzeug/issues/2961">#2961</a>)</li>
<li><a
href="9caf72ac06"><code>9caf72a</code></a>
release version 3.0.5</li>
<li><a
href="e28a2451e9"><code>e28a245</code></a>
catch OSError from getpass.getuser (<a
href="https://redirect.github.com/pallets/werkzeug/issues/2960">#2960</a>)</li>
<li><a
href="e6b4cce97e"><code>e6b4cce</code></a>
catch OSError from getpass.getuser</li>
<li>Additional commits viewable in <a
href="https://github.com/pallets/werkzeug/compare/3.0.3...3.0.6">compare
view</a></li>
</ul>
</details>
<br />


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### What problem does this PR solve?



### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)

### What problem does this PR solve?
#2857
### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)

### What problem does this PR solve?


### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)

### What problem does this PR solve?

Fix docker file bugs

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] Documentation Update

---------

Co-authored-by: writinwaters <93570324+writinwaters@users.noreply.github.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>

Add doc for dev image

### Type of change

- [x] Documentation Update

---------

Co-authored-by: writinwaters <93570324+writinwaters@users.noreply.github.com>

Added doc on dev-slim

### Type of change

- [x] Documentation Update
- [x] Refactoring

---------

Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>

### What problem does this PR solve?

#2564

### Type of change

- [x] Refactoring

### What problem does this PR solve?

Build multi-arch docker image `infiniflow/ragflow:poetry` on
`linux/amd64` and `linux/arm64`.

### Type of change

- [x] Refactoring

### What problem does this PR solve?

Rework Dockerfile.scratch
- Multiple stage Dockerfile
- Removed conda
- Replaced pip with poetry
- Added missing dependencies and fixed package version conflicts
- Added deepdoc models

### Type of change

- [x] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):