### What problem does this PR solve?
Add MCP support with a client example.
Issue link: #4344
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Removed set_entity and set_relation to avoid accessing doc engine during
graph computation.
Introduced GraphChange to avoid writing unchanged chunks.
### Type of change
- [x] Performance Improvement
Fix: multiple top-level packages error in Python project (#6370)
### What problem does this PR solve?
This PR resolves the issue of multiple top-level packages being detected
in the Python project, which caused errors when using uv pip install.
The problem occurred because the project had multiple directories files
at the root level, leading to a flat-layout error.
To fix this, the pyproject.toml file was updated to explicitly list the
packages using the [tool.setuptools] section. This ensures that the
correct packages are included during installation, avoiding the
flat-layout error.
Type of change
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
This patch drop useless fastext which is seems useless in the code base
and its very kind of hard install
should close #4498
### Type of change
- [x] Refactoring
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
Fixed GPU detection on CPU only environment (#4711)
### What problem does this PR solve?
Fixed GPU detection on CPU only environment. Close #4692
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Removed onnxruntime. It conflicts with the onnxruntime-gpu.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Bump infinity to v0.6.0-dev2. Close #4477
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
duckduckgo search 6.3.0 still has error sometimes, need to update to
7.2.0, after updated, it works ok.
this PR is going to fix this issue
https://github.com/infiniflow/ragflow/issues/4396
### Type of change
Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: xiaohzho <xiaohzho@cisco.com>
[Fix] fix duckduck go search 202 ratelimit failed (#4398)
this PR is going to fix issue
https://github.com/infiniflow/ragflow/issues/4396
### Type of change
Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: xiaohzho <xiaohzho@cisco.com>
Use LTS polars to resolve some machines don't support AVX CPU flag (#4364)
### What problem does this PR solve?
Some old types of machine or virtual machine doesn't support AVX CPU
flag. This PR is to use lts polars module to avoid this fault.
fix issue: #4349
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] Refactoring
Signed-off-by: jinhai <haijin.chn@gmail.com>
### What problem does this PR solve?
Missing update information
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Signed-off-by: jinhai <haijin.chn@gmail.com>
### What problem does this PR solve?
Fix conversation bug in agent session
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: liuhua <10215101452@stu.ecun.edu.cn>
some thing
- execsql add connection mssql
- fix bug duckduckgo-search rate limit
- update typo vi res
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
Try to reuse existing chunks. Close #3793
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Added aspose on macosx/arm64. Close #3666
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Changed requirement to python 3.10.
Changed image base to Ubuntu 22.04 since it contains python 3.10.
### Type of change
- [x] Refactoring
### What problem does this PR solve?
Introduced [beartype](https://github.com/beartype/beartype) for runtime
type-checking.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### 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
feat: docs for api endpoints to generate openapi specification (#3109)
### 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):
### What problem does this PR solve?
Changed version to 0.13.0
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [x] 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 < 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 < 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 < 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 < 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 < 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 />
[](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)
Dependabot will resolve any conflicts with this PR as long as you don't
alter it yourself. You can also trigger a rebase manually by commenting
`@dependabot rebase`.
[//]: # (dependabot-automerge-start)
[//]: # (dependabot-automerge-end)
---
<details>
<summary>Dependabot commands and options</summary>
<br />
You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
- `@dependabot recreate` will recreate this PR, overwriting any edits
that have been made to it
- `@dependabot merge` will merge this PR after your CI passes on it
- `@dependabot squash and merge` will squash and merge this PR after
your CI passes on it
- `@dependabot cancel merge` will cancel a previously requested merge
and block automerging
- `@dependabot reopen` will reopen this PR if it is closed
- `@dependabot close` will close this PR and stop Dependabot recreating
it. You can achieve the same result by closing it manually
- `@dependabot show <dependency name> ignore conditions` will show all
of the ignore conditions of the specified dependency
- `@dependabot ignore this major version` will close this PR and stop
Dependabot creating any more for this major version (unless you reopen
the PR or upgrade to it yourself)
- `@dependabot ignore this minor version` will close this PR and stop
Dependabot creating any more for this minor version (unless you reopen
the PR or upgrade to it yourself)
- `@dependabot ignore this dependency` will close this PR and stop
Dependabot creating any more for this dependency (unless you reopen the
PR or upgrade to it yourself)
You can disable automated security fix PRs for this repo from the
[Security Alerts
page](https://github.com/infiniflow/ragflow/network/alerts).
</details>
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
liu an
Yongteng Lei
Zhichang Yu
fansir
Kevin Hu
yihong
Hayden Zhou
Jin Hai
liuhua
so95
Matej Horník
dependabot[bot]