fix: set Azure DevOps comment thread status to 'active' to prevent auto-resolve

docs: enhance review.md with ticket compliance labels and merge block…

LICENSE

@@ -1,202 +1,661 @@
+                    GNU AFFERO GENERAL PUBLIC LICENSE
+                       Version 3, 19 November 2007
 
-                                 Apache License
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+  Each time you convey a covered work, the recipient automatically
+receives a license from the original licensors, to run, modify and
+propagate that work, subject to this License.  You are not responsible
+for enforcing compliance by third parties with this License.
+
+  An "entity transaction" is a transaction transferring control of an
+organization, or substantially all assets of one, or subdividing an
+organization, or merging organizations.  If propagation of a covered
+work results from an entity transaction, each party to that
+transaction who receives a copy of the work also receives whatever
+licenses to the work the party's predecessor in interest had or could
+give under the previous paragraph, plus a right to possession of the
+Corresponding Source of the work from the predecessor in interest, if
+the predecessor has it or can get it with reasonable efforts.
+
+  You may not impose any further restrictions on the exercise of the
+rights granted or affirmed under this License.  For example, you may
+not impose a license fee, royalty, or other charge for exercise of
+rights granted under this License, and you may not initiate litigation
+(including a cross-claim or counterclaim in a lawsuit) alleging that
+any patent claim is infringed by making, using, selling, offering for
+sale, or importing the Program or any portion of it.
+
+  11. Patents.
+
+  A "contributor" is a copyright holder who authorizes use under this
+License of the Program or a work on which the Program is based.  The
+work thus licensed is called the contributor's "contributor version".
+
+  A contributor's "essential patent claims" are all patent claims
+owned or controlled by the contributor, whether already acquired or
+hereafter acquired, that would be infringed by some manner, permitted
+by this License, of making, using, or selling its contributor version,
+but do not include claims that would be infringed only as a
+consequence of further modification of the contributor version.  For
+purposes of this definition, "control" includes the right to grant
+patent sublicenses in a manner consistent with the requirements of
+this License.
+
+  Each contributor grants you a non-exclusive, worldwide, royalty-free
+patent license under the contributor's essential patent claims, to
+make, use, sell, offer for sale, import and otherwise run, modify and
+propagate the contents of its contributor version.
+
+  In the following three paragraphs, a "patent license" is any express
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+(such as an express permission to practice a patent or covenant not to
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+
+  If you convey a covered work, knowingly relying on a patent license,
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+consistent with the requirements of this License, to extend the patent
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+
+  If, pursuant to or in connection with a single transaction or
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+receiving the covered work authorizing them to use, propagate, modify
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+you grant is automatically extended to all recipients of the covered
+work and works based on it.
+
+  A patent license is "discriminatory" if it does not include within
+the scope of its coverage, prohibits the exercise of, or is
+conditioned on the non-exercise of one or more of the rights that are
+specifically granted under this License.  You may not convey a covered
+work if you are a party to an arrangement with a third party that is
+in the business of distributing software, under which you make payment
+to the third party based on the extent of your activity of conveying
+the work, and under which the third party grants, to any of the
+parties who would receive the covered work from you, a discriminatory
+patent license (a) in connection with copies of the covered work
+conveyed by you (or copies made from those copies), or (b) primarily
+for and in connection with specific products or compilations that
+contain the covered work, unless you entered into that arrangement,
+or that patent license was granted, prior to 28 March 2007.
+
+  Nothing in this License shall be construed as excluding or limiting
+any implied license or other defenses to infringement that may
+otherwise be available to you under applicable patent law.
+
+  12. No Surrender of Others' Freedom.
+
+  If conditions are imposed on you (whether by court order, agreement or
+otherwise) that contradict the conditions of this License, they do not
+excuse you from the conditions of this License.  If you cannot convey a
+covered work so as to satisfy simultaneously your obligations under this
+License and any other pertinent obligations, then as a consequence you may
+not convey it at all.  For example, if you agree to terms that obligate you
+to collect a royalty for further conveying from those to whom you convey
+the Program, the only way you could satisfy both those terms and this
+License would be to refrain entirely from conveying the Program.
+
+  13. Remote Network Interaction; Use with the GNU General Public License.
+
+  Notwithstanding any other provision of this License, if you modify the
+Program, your modified version must prominently offer all users
+interacting with it remotely through a computer network (if your version
+supports such interaction) an opportunity to receive the Corresponding
+Source of your version by providing access to the Corresponding Source
+from a network server at no charge, through some standard or customary
+means of facilitating copying of software.  This Corresponding Source
+shall include the Corresponding Source for any work covered by version 3
+of the GNU General Public License that is incorporated pursuant to the
+following paragraph.
+
+  Notwithstanding any other provision of this License, you have
+permission to link or combine any covered work with a work licensed
+under version 3 of the GNU General Public License into a single
+combined work, and to convey the resulting work.  The terms of this
+License will continue to apply to the part which is the covered work,
+but the work with which it is combined will remain governed by version
+3 of the GNU General Public License.
+
+  14. Revised Versions of this License.
+
+  The Free Software Foundation may publish revised and/or new versions of
+the GNU Affero General Public License from time to time.  Such new versions
+will be similar in spirit to the present version, but may differ in detail to
+address new problems or concerns.
+
+  Each version is given a distinguishing version number.  If the
+Program specifies that a certain numbered version of the GNU Affero General
+Public License "or any later version" applies to it, you have the
+option of following the terms and conditions either of that numbered
+version or of any later version published by the Free Software
+Foundation.  If the Program does not specify a version number of the
+GNU Affero General Public License, you may choose any version ever published
+by the Free Software Foundation.
+
+  If the Program specifies that a proxy can decide which future
+versions of the GNU Affero General Public License can be used, that proxy's
+public statement of acceptance of a version permanently authorizes you
+to choose that version for the Program.
+
+  Later license versions may give you additional or different
+permissions.  However, no additional obligations are imposed on any
+author or copyright holder as a result of your choosing to follow a
+later version.
+
+  15. Disclaimer of Warranty.
+
+  THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
+APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
+HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
+OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
+THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
+IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
+ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+  16. Limitation of Liability.
+
+  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
+WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
+THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
+GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
+USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
+DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
+EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
+SUCH DAMAGES.
+
+  17. Interpretation of Sections 15 and 16.
+
+  If the disclaimer of warranty and limitation of liability provided
+above cannot be given local legal effect according to their terms,
+reviewing courts shall apply local law that most closely approximates
+an absolute waiver of all civil liability in connection with the
+Program, unless a warranty or assumption of liability accompanies a
+copy of the Program in return for a fee.
 
                      END OF TERMS AND CONDITIONS
 
-   APPENDIX: How to apply the Apache License to your work.
+            How to Apply These Terms to Your New Programs
 
-      To apply the Apache License to your work, attach the following
-      boilerplate notice, with the fields enclosed by brackets "[]"
-      replaced with your own identifying information. (Don't include
-      the brackets!)  The text should be enclosed in the appropriate
-      comment syntax for the file format. We also recommend that a
-      file or class name and description of purpose be included on the
-      same "printed page" as the copyright notice for easier
-      identification within third-party archives.
+  If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
 
-   Copyright [2023] [Codium ltd]
+  To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
 
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
+    <one line to give the program's name and a brief idea of what it does.>
+    Copyright (C) <year>  <name of author>
 
-       http://www.apache.org/licenses/LICENSE-2.0
+    This program is free software: you can redistribute it and/or modify
+    it under the terms of the GNU Affero General Public License as published
+    by the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
 
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU Affero General Public License for more details.
+
+    You should have received a copy of the GNU Affero General Public License
+    along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Also add information on how to contact you by electronic and paper mail.
+
+  If your software can interact with users remotely through a computer
+network, you should also make sure that it provides a way for users to
+get its source.  For example, if your program is a web application, its
+interface could display a "Source" link that leads users to an archive
+of the code.  There are many ways you could offer source, and different
+solutions will be better for different programs; see section 13 for the
+specific requirements.
+
+  You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU AGPL, see
+<https://www.gnu.org/licenses/>.

README.md

@@ -27,17 +27,6 @@ PR-Agent aims to help efficiently review and handle pull requests, by providing
 </a>
 </div>
 
-[//]: # (### [Documentation]&#40;https://qodo-merge-docs.qodo.ai/&#41;)
-
-[//]: # ()
-[//]: # (- See the [Installation Guide]&#40;https://qodo-merge-docs.qodo.ai/installation/&#41; for instructions on installing PR-Agent on different platforms.)
-
-[//]: # ()
-[//]: # (- See the [Usage Guide]&#40;https://qodo-merge-docs.qodo.ai/usage-guide/&#41; for instructions on running PR-Agent tools via different interfaces, such as CLI, PR Comments, or by automatically triggering them when a new PR is opened.)
-
-[//]: # ()
-[//]: # (- See the [Tools Guide]&#40;https://qodo-merge-docs.qodo.ai/tools/&#41; for a detailed description of the different tools, and the available configurations for each tool.)
-
 ## Table of Contents
 
 - [News and Updates](#news-and-updates)
@@ -53,6 +42,12 @@ PR-Agent aims to help efficiently review and handle pull requests, by providing
 
 ## News and Updates
 
+## May 17, 2025
+
+- v0.29 was [released](https://github.com/qodo-ai/pr-agent/releases)
+- `Qodo Merge Pull Request Benchmark` was [released](https://qodo-merge-docs.qodo.ai/pr_benchmark/). This benchmark  evaluates and compares the performance of LLMs in analyzing pull request code.
+- `Recent Updates and Future Roadmap` page was added to the [Qodo Merge Docs](https://qodo-merge-docs.qodo.ai/recent_updates/)
+
 ## Apr 30, 2025
 
 A new feature is now available in the `/improve` tool for Qodo Merge 💎 - Chat on code suggestions.
@@ -69,69 +64,53 @@ New tool for Qodo Merge 💎 - `/scan_repo_discussions`.
 
 Read more about it [here](https://qodo-merge-docs.qodo.ai/tools/scan_repo_discussions/).
 
-## Apr 14, 2025
-
-GPT-4.1 is out. And it's quite good on coding tasks...
-
-https://openai.com/index/gpt-4-1/
-
-<img width="512" alt="image" src="https://github.com/user-attachments/assets/a8f4c648-a058-4bdc-9825-2a4bb71a23e5" />
-
-## March 28, 2025
-
-A new version, v0.28, was released. See release notes [here](https://github.com/qodo-ai/pr-agent/releases/tag/v0.28).
-
-This version includes a new tool, [Help Docs](https://qodo-merge-docs.qodo.ai/tools/help_docs/), which can answer free-text questions based on a documentation folder.
-
-`/help_docs` is now being used to provide immediate automatic feedback to any user who [opens an issue](https://github.com/qodo-ai/pr-agent/issues/1608#issue-2897328825) on PR-Agent's open-source project
-
 ## Overview
 
 <div style="text-align:left;">
 
 Supported commands per platform:
 
-|       |                                                                                                         | GitHub | GitLab | Bitbucket | Azure DevOps |
-| ----- |---------------------------------------------------------------------------------------------------------|:------:|:------:|:---------:|:------------:|
-| TOOLS | [Review](https://qodo-merge-docs.qodo.ai/tools/review/)                                                 |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Describe](https://qodo-merge-docs.qodo.ai/tools/describe/)                                             |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Improve](https://qodo-merge-docs.qodo.ai/tools/improve/)                                               |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Ask](https://qodo-merge-docs.qodo.ai/tools/ask/)                                                       |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | ⮑ [Ask on code lines](https://qodo-merge-docs.qodo.ai/tools/ask/#ask-lines)                             |   ✅   |   ✅   |           |              |
-|       | [Update CHANGELOG](https://qodo-merge-docs.qodo.ai/tools/update_changelog/)                             |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Help Docs](https://qodo-merge-docs.qodo.ai/tools/help_docs/?h=auto#auto-approval)                      |   ✅   |   ✅   |    ✅     |              |
-|       | [Ticket Context](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/) 💎            |   ✅   |   ✅   |    ✅     |              |
-|       | [Utilizing Best Practices](https://qodo-merge-docs.qodo.ai/tools/improve/#best-practices) 💎            |   ✅   |   ✅   |    ✅     |              |
-|       | [PR Chat](https://qodo-merge-docs.qodo.ai/chrome-extension/features/#pr-chat) 💎                        |   ✅   |        |           |              |
-|       | [Suggestion Tracking](https://qodo-merge-docs.qodo.ai/tools/improve/#suggestion-tracking) 💎            |   ✅   |   ✅   |           |              |
-|       | [CI Feedback](https://qodo-merge-docs.qodo.ai/tools/ci_feedback/) 💎                                    |   ✅   |        |           |              |
-|       | [PR Documentation](https://qodo-merge-docs.qodo.ai/tools/documentation/) 💎                             |   ✅   |   ✅   |           |              |
-|       | [Custom Labels](https://qodo-merge-docs.qodo.ai/tools/custom_labels/) 💎                                |   ✅   |   ✅   |           |              |
-|       | [Analyze](https://qodo-merge-docs.qodo.ai/tools/analyze/) 💎                                            |   ✅   |   ✅   |           |              |
-|       | [Similar Code](https://qodo-merge-docs.qodo.ai/tools/similar_code/) 💎                                  |   ✅   |        |           |              |
-|       | [Custom Prompt](https://qodo-merge-docs.qodo.ai/tools/custom_prompt/) 💎                                |   ✅   |   ✅   |    ✅     |              |
-|       | [Test](https://qodo-merge-docs.qodo.ai/tools/test/) 💎                                                  |   ✅   |   ✅   |           |              |
-|       | [Implement](https://qodo-merge-docs.qodo.ai/tools/implement/) 💎                                        |   ✅   |   ✅   |    ✅     |              |
-|       | [Scan Repo Discussions](https://qodo-merge-docs.qodo.ai/tools/scan_repo_discussions/) 💎                |   ✅   |        |           |              |
-|       | [Auto-Approve](https://qodo-merge-docs.qodo.ai/tools/improve/?h=auto#auto-approval) 💎                  |   ✅   |   ✅   |    ✅     |              |
-|       |                                                                                                         |        |        |           |              |
-| USAGE | [CLI](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#local-repo-cli)                |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [App / webhook](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#github-app)          |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Tagging bot](https://github.com/Codium-ai/pr-agent#try-it-now)                                         |   ✅   |        |           |              |
-|       | [Actions](https://qodo-merge-docs.qodo.ai/installation/github/#run-as-a-github-action)                  |   ✅   |   ✅   |    ✅     |      ✅      |
-|       |                                                                                                         |        |        |           |              |
-| CORE  | [PR compression](https://qodo-merge-docs.qodo.ai/core-abilities/compression_strategy/)                  |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | Adaptive and token-aware file patch fitting                                                             |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Multiple models support](https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model/)                |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Local and global metadata](https://qodo-merge-docs.qodo.ai/core-abilities/metadata/)                   |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Dynamic context](https://qodo-merge-docs.qodo.ai/core-abilities/dynamic_context/)                      |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Self reflection](https://qodo-merge-docs.qodo.ai/core-abilities/self_reflection/)                      |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Static code analysis](https://qodo-merge-docs.qodo.ai/core-abilities/static_code_analysis/) 💎         |   ✅   |   ✅   |           |              |
-|       | [Global and wiki configurations](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/) 💎 |   ✅   |   ✅   |    ✅     |              |
-|       | [PR interactive actions](https://www.qodo.ai/images/pr_agent/pr-actions.mp4) 💎                         |   ✅   |   ✅   |           |              |
-|       | [Impact Evaluation](https://qodo-merge-docs.qodo.ai/core-abilities/impact_evaluation/) 💎               |   ✅   |   ✅   |           |              |
-|       | [Code Validation 💎](https://qodo-merge-docs.qodo.ai/core-abilities/code_validation/)                   |   ✅   |   ✅   |    ✅     |      ✅      |
-|       | [Auto Best Practices 💎](https://qodo-merge-docs.qodo.ai/core-abilities/auto_best_practices/)                     |   ✅   |      |         |            |
+|       |                                                                                                         | GitHub | GitLab | Bitbucket | Azure DevOps | Gitea |
+| ----- |---------------------------------------------------------------------------------------------------------|:------:|:------:|:---------:|:------------:|:-----:|
+| TOOLS | [Review](https://qodo-merge-docs.qodo.ai/tools/review/)                                                 |   ✅   |   ✅   |    ✅     |      ✅      |  ✅   |  
+|       | [Describe](https://qodo-merge-docs.qodo.ai/tools/describe/)                                             |   ✅   |   ✅   |    ✅     |      ✅      |  ✅   |
+|       | [Improve](https://qodo-merge-docs.qodo.ai/tools/improve/)                                               |   ✅   |   ✅   |    ✅     |      ✅      |  ✅   |
+|       | [Ask](https://qodo-merge-docs.qodo.ai/tools/ask/)                                                       |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       | ⮑ [Ask on code lines](https://qodo-merge-docs.qodo.ai/tools/ask/#ask-lines)                             |   ✅   |   ✅   |           |              |       |
+|       | [Update CHANGELOG](https://qodo-merge-docs.qodo.ai/tools/update_changelog/)                             |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       | [Help Docs](https://qodo-merge-docs.qodo.ai/tools/help_docs/?h=auto#auto-approval)                      |   ✅   |   ✅   |    ✅     |              |       |
+|       | [Ticket Context](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/) 💎            |   ✅   |   ✅   |    ✅     |              |       |
+|       | [Utilizing Best Practices](https://qodo-merge-docs.qodo.ai/tools/improve/#best-practices) 💎            |   ✅   |   ✅   |    ✅     |              |       |
+|       | [PR Chat](https://qodo-merge-docs.qodo.ai/chrome-extension/features/#pr-chat) 💎                        |   ✅   |        |           |              |       |
+|       | [Suggestion Tracking](https://qodo-merge-docs.qodo.ai/tools/improve/#suggestion-tracking) 💎            |   ✅   |   ✅   |           |              |       |
+|       | [CI Feedback](https://qodo-merge-docs.qodo.ai/tools/ci_feedback/) 💎                                    |   ✅   |        |           |              |       |
+|       | [PR Documentation](https://qodo-merge-docs.qodo.ai/tools/documentation/) 💎                             |   ✅   |   ✅   |           |              |       |
+|       | [Custom Labels](https://qodo-merge-docs.qodo.ai/tools/custom_labels/) 💎                                |   ✅   |   ✅   |           |              |       |
+|       | [Analyze](https://qodo-merge-docs.qodo.ai/tools/analyze/) 💎                                            |   ✅   |   ✅   |           |              |       |
+|       | [Similar Code](https://qodo-merge-docs.qodo.ai/tools/similar_code/) 💎                                  |   ✅   |        |           |              |       |
+|       | [Custom Prompt](https://qodo-merge-docs.qodo.ai/tools/custom_prompt/) 💎                                |   ✅   |   ✅   |    ✅     |              |       |
+|       | [Test](https://qodo-merge-docs.qodo.ai/tools/test/) 💎                                                  |   ✅   |   ✅   |           |              |       |
+|       | [Implement](https://qodo-merge-docs.qodo.ai/tools/implement/) 💎                                        |   ✅   |   ✅   |    ✅     |              |       |
+|       | [Scan Repo Discussions](https://qodo-merge-docs.qodo.ai/tools/scan_repo_discussions/) 💎                |   ✅   |        |           |              |       |
+|       | [Auto-Approve](https://qodo-merge-docs.qodo.ai/tools/improve/?h=auto#auto-approval) 💎                  |   ✅   |   ✅   |    ✅     |              |       |
+|       |                                                                                                         |        |        |           |              |       |
+| USAGE | [CLI](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#local-repo-cli)                |   ✅   |   ✅   |    ✅     |      ✅      |  ✅   |
+|       | [App / webhook](https://qodo-merge-docs.qodo.ai/usage-guide/automations_and_usage/#github-app)          |   ✅   |   ✅   |    ✅     |      ✅      |  ✅   |
+|       | [Tagging bot](https://github.com/Codium-ai/pr-agent#try-it-now)                                         |   ✅   |        |           |              |       |
+|       | [Actions](https://qodo-merge-docs.qodo.ai/installation/github/#run-as-a-github-action)                  |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       |                                                                                                         |        |        |           |              |       |
+| CORE  | [PR compression](https://qodo-merge-docs.qodo.ai/core-abilities/compression_strategy/)                  |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       | Adaptive and token-aware file patch fitting                                                             |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       | [Multiple models support](https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model/)                |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       | [Local and global metadata](https://qodo-merge-docs.qodo.ai/core-abilities/metadata/)                   |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       | [Dynamic context](https://qodo-merge-docs.qodo.ai/core-abilities/dynamic_context/)                      |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       | [Self reflection](https://qodo-merge-docs.qodo.ai/core-abilities/self_reflection/)                      |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       | [Static code analysis](https://qodo-merge-docs.qodo.ai/core-abilities/static_code_analysis/) 💎         |   ✅   |   ✅   |           |              |       |
+|       | [Global and wiki configurations](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/) 💎 |   ✅   |   ✅   |    ✅     |              |       |
+|       | [PR interactive actions](https://www.qodo.ai/images/pr_agent/pr-actions.mp4) 💎                         |   ✅   |   ✅   |           |              |       |
+|       | [Impact Evaluation](https://qodo-merge-docs.qodo.ai/core-abilities/impact_evaluation/) 💎               |   ✅   |   ✅   |           |              |       |
+|       | [Code Validation 💎](https://qodo-merge-docs.qodo.ai/core-abilities/code_validation/)                   |   ✅   |   ✅   |    ✅     |      ✅      |       |
+|       | [Auto Best Practices 💎](https://qodo-merge-docs.qodo.ai/core-abilities/auto_best_practices/)                     |   ✅   |      |         |            |   |
 - 💎 means this feature is available only in [Qodo Merge](https://www.qodo.ai/pricing/)
 
 [//]: # (- Support for additional git providers is described in [here]&#40;./docs/Full_environments.md&#41;)

docker/Dockerfile

@@ -33,6 +33,11 @@ FROM base AS azure_devops_webhook
 ADD pr_agent pr_agent
 CMD ["python", "pr_agent/servers/azuredevops_server_webhook.py"]
 
+FROM base AS gitea_app
+ADD pr_agent pr_agent
+CMD ["python", "-m", "gunicorn", "-k", "uvicorn.workers.UvicornWorker", "-c", "pr_agent/servers/gunicorn_config.py","pr_agent.servers.gitea_app:app"]
+
+
 FROM base AS test
 ADD requirements-dev.txt .
 RUN pip install --no-cache-dir -r requirements-dev.txt && rm requirements-dev.txt

docs/docs/core-abilities/chat_on_code_suggestions.md

@@ -0,0 +1,55 @@
+# Chat on code suggestions 💎
+
+`Supported Git Platforms: GitHub, GitLab`
+
+## Overview
+
+Qodo Merge implements an orchestrator agent that enables interactive code discussions, listening and responding to comments without requiring explicit tool calls.
+The orchestrator intelligently analyzes your responses to determine if you want to implement a suggestion, ask a question, or request help, then delegates to the appropriate specialized tool.
+
+To minimize unnecessary notifications and maintain focused discussions, the orchestrator agent will only respond to comments made directly within the inline code suggestion discussions it has created (`/improve`) or within discussions initiated by the `/implement` command.
+
+##  Getting Started
+
+### Setup
+
+Enable interactive code discussions by adding the following to your configuration file (default is `True`):
+
+```toml
+[pr_code_suggestions]
+enable_chat_in_code_suggestions = true
+```
+
+
+### Activation
+
+#### `/improve`
+
+To obtain dynamic responses, the following steps are required:
+
+1. Run the `/improve` command (mostly automatic)
+2. Check the `/improve` recommendation checkboxes (_Apply this suggestion_) to have Qodo Merge generate a new inline code suggestion discussion
+3. The orchestrator agent will then automatically listen to and reply to comments within the discussion without requiring additional commands
+
+#### `/implement`
+
+To obtain dynamic responses, the following steps are required:
+
+1. Select code lines in the PR diff and run the `/implement` command
+2. Wait for Qodo Merge to generate a new inline code suggestion
+3. The orchestrator agent will then automatically listen to and reply to comments within the discussion without requiring additional commands
+
+
+## Explore the available interaction patterns
+
+!!! tip "Tip: Direct the agent with keywords"
+    Use "implement" or "apply" for code generation. Use "explain", "why", or "how" for information and help.
+
+=== "Asking for Details"
+    ![Chat on code suggestions ask](https://codium.ai/images/pr_agent/improve_chat_on_code_suggestions_ask.png){width=512}
+
+=== "Implementing Suggestions"
+    ![Chat on code suggestions implement](https://codium.ai/images/pr_agent/improve_chat_on_code_suggestions_implement.png){width=512}
+
+=== "Providing Additional Help"
+    ![Chat on code suggestions help](https://codium.ai/images/pr_agent/improve_chat_on_code_suggestions_help.png){width=512}

docs/docs/core-abilities/fetching_ticket_context.md

@@ -9,8 +9,9 @@ This integration enriches the review process by automatically surfacing relevant
 
 **Ticket systems supported**:
 
-- GitHub
-- Jira (💎)
+- [GitHub](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/#github-issues-integration)
+- [Jira (💎)](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/#jira-integration)
+- [Linear (💎)](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/#linear-integration)
 
 **Ticket data fetched:**
 
@@ -75,13 +76,17 @@ The recommended way to authenticate with Jira Cloud is to install the Qodo Merge
 
 Installation steps:
 
-1. Click [here](https://auth.atlassian.com/authorize?audience=api.atlassian.com&client_id=8krKmA4gMD8mM8z24aRCgPCSepZNP1xf&scope=read%3Ajira-work%20offline_access&redirect_uri=https%3A%2F%2Fregister.jira.pr-agent.codium.ai&state=qodomerge&response_type=code&prompt=consent) to install the Qodo Merge app in your Jira Cloud instance, click the `accept` button.<br>
+1. Go to the [Qodo Merge integrations page](https://app.qodo.ai/qodo-merge/integrations)
+
+2. Click on the Connect **Jira Cloud** button to connect the Jira Cloud app
+
+3. Click the `accept` button.<br>
 ![Jira Cloud App Installation](https://www.qodo.ai/images/pr_agent/jira_app_installation1.png){width=384}
 
-2. After installing the app, you will be redirected to the Qodo Merge registration page. and you will see a success message.<br>
+4. After installing the app, you will be redirected to the Qodo Merge registration page. and you will see a success message.<br>
 ![Jira Cloud App success message](https://www.qodo.ai/images/pr_agent/jira_app_success.png){width=384}
 
-3. Now Qodo Merge will be able to fetch Jira ticket context for your PRs.
+5. Now Qodo Merge will be able to fetch Jira ticket context for your PRs.
 
 **2) Email/Token Authentication**
 
@@ -300,3 +305,45 @@ Name your branch with the ticket ID as a prefix (e.g., `ISSUE-123-feature-descri
     [jira]
     jira_base_url = "https://<JIRA_ORG>.atlassian.net"
     ```
+
+## Linear Integration 💎
+
+### Linear App Authentication
+
+The recommended way to authenticate with Linear is to connect the Linear app through the Qodo Merge portal.
+
+Installation steps:
+
+1. Go to the [Qodo Merge integrations page](https://app.qodo.ai/qodo-merge/integrations)
+
+2. Navigate to the **Integrations** tab
+
+3. Click on the **Linear** button to connect the Linear app
+
+4. Follow the authentication flow to authorize Qodo Merge to access your Linear workspace
+
+5. Once connected, Qodo Merge will be able to fetch Linear ticket context for your PRs
+
+### How to link a PR to a Linear ticket
+
+Qodo Merge will automatically detect Linear tickets using either of these methods:
+
+**Method 1: Description Reference:**
+
+Include a ticket reference in your PR description using either:
+- The complete Linear ticket URL: `https://linear.app/[ORG_ID]/issue/[TICKET_ID]`
+- The shortened ticket ID: `[TICKET_ID]` (e.g., `ABC-123`) - requires linear_base_url configuration (see below).
+
+**Method 2: Branch Name Detection:**
+
+Name your branch with the ticket ID as a prefix (e.g., `ABC-123-feature-description` or `feature/ABC-123/feature-description`).
+
+!!! note "Linear Base URL"
+   For shortened ticket IDs or branch detection (method 2), you must configure the Linear base URL in your configuration file under the [linear] section:
+
+   ```toml
+   [linear]
+   linear_base_url = "https://linear.app/[ORG_ID]"
+   ```
+
+   Replace `[ORG_ID]` with your Linear organization identifier.

docs/docs/core-abilities/incremental_update.md

@@ -0,0 +1,33 @@
+# Incremental Update 💎
+
+`Supported Git Platforms: GitHub`
+
+## Overview
+The Incremental Update feature helps users focus on feedback for their newest changes, making large PRs more manageable.
+
+### How it works
+
+=== "Update Option on Subsequent Commits"
+    ![code_suggestions_update](https://www.qodo.ai/images/pr_agent/inc_update_before.png){width=512}
+
+=== "Generation of Incremental Update"
+    ![code_suggestions_inc_update_result](https://www.qodo.ai/images/pr_agent/inc_update_shown.png){width=512}
+
+___
+
+Whenever new commits are pushed following a recent code suggestions report for this PR, an Update button appears (as seen above).
+
+Once the user clicks on the button:
+
+- The `improve` tool identifies the new changes (the "delta")
+- Provides suggestions on these recent changes
+- Combines these suggestions with the overall PR feedback, prioritizing delta-related comments
+- Marks delta-related comments with a textual indication followed by an asterisk (*) with a link to this page, so they can easily be identified
+
+### Benefits for Developers
+
+- Focus on what matters: See feedback on newest code first
+- Clearer organization: Comments on recent changes are clearly marked
+- Better workflow: Address feedback more systematically, starting with recent changes
+
+

docs/docs/core-abilities/index.md

@@ -3,11 +3,13 @@
 Qodo Merge utilizes a variety of core abilities to provide a comprehensive and efficient code review experience. These abilities include:
 
 - [Auto best practices](https://qodo-merge-docs.qodo.ai/core-abilities/auto_best_practices/)
+- [Chat on code suggestions](https://qodo-merge-docs.qodo.ai/core-abilities/chat_on_code_suggestions/)
 - [Code validation](https://qodo-merge-docs.qodo.ai/core-abilities/code_validation/)
 - [Compression strategy](https://qodo-merge-docs.qodo.ai/core-abilities/compression_strategy/)
 - [Dynamic context](https://qodo-merge-docs.qodo.ai/core-abilities/dynamic_context/)
 - [Fetching ticket context](https://qodo-merge-docs.qodo.ai/core-abilities/fetching_ticket_context/)
 - [Impact evaluation](https://qodo-merge-docs.qodo.ai/core-abilities/impact_evaluation/)
+- [Incremental Update](https://qodo-merge-docs.qodo.ai/core-abilities/incremental_update/)
 - [Interactivity](https://qodo-merge-docs.qodo.ai/core-abilities/interactivity/)
 - [Local and global metadata](https://qodo-merge-docs.qodo.ai/core-abilities/metadata/)
 - [RAG context enrichment](https://qodo-merge-docs.qodo.ai/core-abilities/rag_context_enrichment/)

docs/docs/index.md

@@ -67,6 +67,7 @@ PR-Agent and Qodo Merge offers extensive pull request functionalities across var
 |       | [Impact Evaluation](https://qodo-merge-docs.qodo.ai/core-abilities/impact_evaluation/) 💎               |   ✅   |   ✅   |           |              | 
 |       | [Code Validation 💎](https://qodo-merge-docs.qodo.ai/core-abilities/code_validation/)                   |   ✅   |   ✅   |    ✅     |      ✅      |
 |       | [Auto Best Practices 💎](https://qodo-merge-docs.qodo.ai/core-abilities/auto_best_practices/)                     |   ✅   |      |         |            |
+|       | [Incremental Update 💎](https://qodo-merge-docs.qodo.ai/core-abilities/incremental_update/)                   |   ✅   |      |         |            |
 !!! note "💎 means Qodo Merge only"
       All along the documentation, 💎 marks a feature available only in [Qodo Merge](https://www.codium.ai/pricing/){:target="_blank"}, and not in the open-source version.
 

docs/docs/installation/gitea.md

@@ -0,0 +1,46 @@
+## Run a Gitea webhook server
+
+1. In Gitea create a new user and give it "Reporter" role ("Developer" if using Pro version of the agent) for the intended group or project.
+
+2. For the user from step 1. generate a `personal_access_token` with `api` access.
+
+3. Generate a random secret for your app, and save it for later (`webhook_secret`). For example, you can use:
+
+```bash
+WEBHOOK_SECRET=$(python -c "import secrets; print(secrets.token_hex(10))")
+```
+
+4. Clone this repository:
+
+```bash
+git clone https://github.com/qodo-ai/pr-agent.git
+```
+
+5. Prepare variables and secrets. Skip this step if you plan on setting these as environment variables when running the agent:
+1. In the configuration file/variables:
+    - Set `config.git_provider` to "gitea"
+
+2. In the secrets file/variables:
+    - Set your AI model key in the respective section
+    - In the [Gitea] section, set `personal_access_token` (with token from step 2) and `webhook_secret` (with secret from step 3)
+
+6. Build a Docker image for the app and optionally push it to a Docker repository. We'll use Dockerhub as an example:
+
+```bash
+docker build -f /docker/Dockerfile -t pr-agent:gitea_app --target gitea_app .
+docker push codiumai/pr-agent:gitea_webhook  # Push to your Docker repository
+```
+
+7. Set the environmental variables, the method depends on your docker runtime. Skip this step if you included your secrets/configuration directly in the Docker image.
+
+```bash
+CONFIG__GIT_PROVIDER=gitea
+GITEA__PERSONAL_ACCESS_TOKEN=<personal_access_token>
+GITEA__WEBHOOK_SECRET=<webhook_secret>
+GITEA__URL=https://gitea.com # Or self host
+OPENAI__KEY=<your_openai_api_key>
+```
+
+8. Create a webhook in your Gitea project. Set the URL to `http[s]://<PR_AGENT_HOSTNAME>/api/v1/gitea_webhooks`, the secret token to the generated secret from step 3, and enable the triggers `push`, `comments` and `merge request events`.
+
+9. Test your installation by opening a merge request or commenting on a merge request using one of PR Agent's commands.

docs/docs/installation/github.md

@@ -193,7 +193,6 @@ For example: `GITHUB.WEBHOOK_SECRET` --> `GITHUB__WEBHOOK_SECRET`
 3. Push image to ECR
 
     ```shell
-
     docker tag codiumai/pr-agent:serverless <AWS_ACCOUNT>.dkr.ecr.<AWS_REGION>.amazonaws.com/codiumai/pr-agent:serverless
     docker push <AWS_ACCOUNT>.dkr.ecr.<AWS_REGION>.amazonaws.com/codiumai/pr-agent:serverless
     ```

docs/docs/installation/index.md

@@ -9,6 +9,7 @@ There are several ways to use self-hosted PR-Agent:
 - [GitLab integration](./gitlab.md)
 - [BitBucket integration](./bitbucket.md)
 - [Azure DevOps integration](./azure.md)
+- [Gitea integration](./gitea.md)
 
 ## Qodo Merge 💎
 

docs/docs/installation/locally.md

@@ -1,7 +1,7 @@
 To run PR-Agent locally, you first need to acquire two keys:
 
 1. An OpenAI key from [here](https://platform.openai.com/api-keys){:target="_blank"}, with access to GPT-4 and o4-mini (or a key for other [language models](https://qodo-merge-docs.qodo.ai/usage-guide/changing_a_model/), if you prefer).
-2. A personal access token from your Git platform (GitHub, GitLab, BitBucket) with repo scope. GitHub token, for example, can be issued from [here](https://github.com/settings/tokens){:target="_blank"}
+2. A personal access token from your Git platform (GitHub, GitLab, BitBucket,Gitea) with repo scope. GitHub token, for example, can be issued from [here](https://github.com/settings/tokens){:target="_blank"}
 
 ## Using Docker image
 
@@ -40,6 +40,19 @@ To invoke a tool (for example `review`), you can run PR-Agent directly from the
     docker run --rm -it -e CONFIG.GIT_PROVIDER=bitbucket -e OPENAI.KEY=$OPENAI_API_KEY -e BITBUCKET.BEARER_TOKEN=$BITBUCKET_BEARER_TOKEN codiumai/pr-agent:latest --pr_url=<pr_url> review
     ```
 
+- For Gitea:
+
+    ```bash
+    docker run --rm -it -e OPENAI.KEY=<your key> -e CONFIG.GIT_PROVIDER=gitea -e GITEA.PERSONAL_ACCESS_TOKEN=<your token> codiumai/pr-agent:latest --pr_url <pr_url> review
+    ```
+
+    If you have a dedicated Gitea instance, you need to specify the custom url as variable:
+
+    ```bash
+    -e GITEA.URL=<your gitea instance url>
+    ```
+
+
 For other git providers, update `CONFIG.GIT_PROVIDER` accordingly and check the [`pr_agent/settings/.secrets_template.toml`](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/.secrets_template.toml) file for environment variables expected names and values.
 
 ### Utilizing environment variables

docs/docs/recent_updates/index.md

@@ -7,15 +7,16 @@ This page summarizes recent enhancements to Qodo Merge (last three months).
 It also outlines our development roadmap for the upcoming three months. Please note that the roadmap is subject to change, and features may be adjusted, added, or reprioritized.
 
 === "Recent Updates"
+    - **Qodo Merge Pull Request Benchmark** - evaluating the performance of LLMs in analyzing pull request code ([Learn more](https://qodo-merge-docs.qodo.ai/pr_benchmark/))
     - **Chat on Suggestions**:  Users can now chat with Qodo Merge code suggestions ([Learn more](https://qodo-merge-docs.qodo.ai/tools/improve/#chat-on-code-suggestions))
     - **Scan Repo Discussions Tool**: A new tool that analyzes past code discussions to generate a `best_practices.md` file, distilling key insights and recommendations. ([Learn more](https://qodo-merge-docs.qodo.ai/tools/scan_repo_discussions/))
     - **Enhanced Models**: Qodo Merge now defaults to a combination of top models (Claude Sonnet 3.7 and Gemini 2.5 Pro) and incorporates dedicated code validation logic for improved results. ([Details 1](https://qodo-merge-docs.qodo.ai/usage-guide/qodo_merge_models/), [Details 2](https://qodo-merge-docs.qodo.ai/core-abilities/code_validation/))
     - **Chrome Extension Update**: Qodo Merge Chrome extension now supports single-tenant users. ([Learn more](https://qodo-merge-docs.qodo.ai/chrome-extension/options/#configuration-options/))
-    - **Help Docs Tool**: The help_docs tool can answer free-text questions based on any git documentation folder. ([Learn more](https://qodo-merge-docs.qodo.ai/tools/help_docs/))
+    - **Installation Metrics**: Upon installation, Qodo Merge analyzes past PRs for key metrics (e.g., time to merge, time to first reviewer feedback), enabling pre/post-installation comparison to calculate ROI.
+
 
 === "Future Roadmap"
     - **Smart Update**: Upon PR updates, Qodo Merge will offer tailored code suggestions, addressing both the entire PR and the specific incremental changes since the last feedback.
     - **CLI Endpoint**: A new Qodo Merge endpoint will accept lists of before/after code changes, execute Qodo Merge commands, and return the results.
     - **Simplified Free Tier**: We plan to transition from a two-week free trial to a free tier offering a limited number of suggestions per month per organization.
     - **Best Practices Hierarchy**: Introducing support for structured best practices, such as for folders in monorepos or a unified best practice file for a group of repositories.
-    - **Installation Metrics**: Upon installation, Qodo Merge will analyze past PRs for key metrics (e.g., time to merge, time to first reviewer feedback), enabling pre/post-installation comparison to calculate ROI.

docs/docs/tools/describe.md

@@ -56,6 +56,21 @@ Everything below this marker is treated as previously auto-generated content and
 
 ![Describe comment](https://codium.ai/images/pr_agent/pr_description_user_description.png){width=512}
 
+### Sequence Diagram Support 
+When the `enable_pr_diagram` option is enabled in your configuration, the `/describe` tool will include a `Mermaid` sequence diagram in the PR description.
+
+This diagram represents interactions between components/functions based on the diff content.
+
+### How to enable
+
+In your configuration:
+
+```
+toml
+[pr_description]
+enable_pr_diagram = true
+```
+
 ## Configuration options
 
 !!! example "Possible configurations"
@@ -109,6 +124,10 @@ Everything below this marker is treated as previously auto-generated content and
         <td><b>enable_help_text</b></td>
         <td>If set to true, the tool will display a help text in the comment. Default is false.</td>
       </tr>
+      <tr>
+        <td><b>enable_pr_diagram</b></td>
+        <td>If set to true, the tool will generate a horizontal Mermaid flowchart summarizing the main pull request changes. This field remains empty if not applicable. Default is false.</td>
+      </tr>
     </table>
 
 ## Inline file summary 💎

docs/docs/tools/documentation.md

@@ -26,6 +26,29 @@ You can state a name of a specific component in the PR to get documentation only
 /add_docs component_name
 ```
 
+## Manual triggering
+
+Comment `/add_docs` on a PR to invoke it manually.
+
+## Automatic triggering
+
+To automatically run the `add_docs` tool when a pull request is opened, define in a [configuration file](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/):
+
+
+```toml
+[github_app]
+pr_commands = [
+    "/add_docs",
+    ...
+]
+```
+
+The `pr_commands` list defines commands that run automatically when a PR is opened.
+Since this is under the [github_app] section, it only applies when using the Qodo Merge GitHub App in GitHub environments.
+
+!!! note
+By default, /add_docs is not triggered automatically. You must explicitly include it in pr_commands to enable this behavior.
+
 ## Configuration options
 
 - `docs_style`: The exact style of the documentation (for python docstring). you can choose between: `google`, `numpy`, `sphinx`, `restructuredtext`, `plain`. Default is `sphinx`.

docs/docs/tools/implement.md

@@ -7,50 +7,50 @@ It leverages LLM technology to transform PR comments and review suggestions into
 
 ## Usage Scenarios
 
-### For Reviewers
+=== "For Reviewers"
 
-Reviewers can request code changes by:
+    Reviewers can request code changes by:
 
-1. Selecting the code block to be modified.
-2. Adding a comment with the syntax:
+    1. Selecting the code block to be modified.
+    2. Adding a comment with the syntax:
 
-```
-/implement <code-change-description>
-```
+    ```
+    /implement <code-change-description>
+    ```
 
-![implement1](https://codium.ai/images/pr_agent/implement1.png){width=640}
+    ![implement1](https://codium.ai/images/pr_agent/implement1.png){width=640}
 
-### For PR Authors
+=== "For PR Authors"
 
-PR authors can implement suggested changes by replying to a review comment using either: <br>
+    PR authors can implement suggested changes by replying to a review comment using either:
 
-1. Add specific implementation details as described above
+    1. Add specific implementation details as described above
 
-```
-/implement <code-change-description>
-```
+    ```
+    /implement <code-change-description>
+    ```
 
-2. Use the original review comment as instructions
+    2. Use the original review comment as instructions
 
-```
-/implement
-```
+    ```
+    /implement
+    ```
 
-![implement2](https://codium.ai/images/pr_agent/implement2.png){width=640}
+    ![implement2](https://codium.ai/images/pr_agent/implement2.png){width=640}
 
-### For Referencing Comments
+=== "For Referencing Comments"
 
-You can reference and implement changes from any comment by:
+    You can reference and implement changes from any comment by:
 
-```
-/implement <link-to-review-comment>
-```
+    ```
+    /implement <link-to-review-comment>
+    ```
 
-![implement3](https://codium.ai/images/pr_agent/implement3.png){width=640}
+    ![implement3](https://codium.ai/images/pr_agent/implement3.png){width=640}
 
-Note that the implementation will occur within the review discussion thread.
+    Note that the implementation will occur within the review discussion thread.
 
-**Configuration options**
+## Configuration options
 
 - Use `/implement` to implement code change within and based on the review discussion.
 - Use `/implement <code-change-description>` inside a review discussion to implement specific instructions.

docs/docs/tools/improve.md

@@ -288,45 +288,6 @@ We advise users to apply critical analysis and judgment when implementing the pr
 In addition to mistakes (which may happen, but are rare), sometimes the presented code modification may serve more as an _illustrative example_ than a directly applicable solution.
 In such cases, we recommend prioritizing the suggestion's detailed description, using the diff snippet primarily as a supporting reference.
 
-
-### Chat on code suggestions 
-
-> `💎 feature` Platforms supported: GitHub, GitLab
-
-Qodo Merge implements an orchestrator agent that enables interactive code discussions, listening and responding to comments without requiring explicit tool calls.
-The orchestrator intelligently analyzes your responses to determine if you want to implement a suggestion, ask a question, or request help, then delegates to the appropriate specialized tool.
-
-#### Setup and Activation
-
-Enable interactive code discussions by adding the following to your configuration file (default is `True`):
-
-```toml
-[pr_code_suggestions]
-enable_chat_in_code_suggestions = true
-```
-
-!!! info "Activating Dynamic Responses"
-    To obtain dynamic responses, the following steps are required:
-
-    1. Run the `/improve` command (mostly automatic)
-    2. Tick the `/improve` recommendation checkboxes (_Apply this suggestion_) to have Qodo Merge generate a new inline code suggestion discussion
-    3. The orchestrator agent will then automatically listen and reply to comments within the discussion without requiring additional commands
-
-#### Explore the available interaction patterns:
-
-!!! tip "Tip: Direct the agent with keywords"
-    Use "implement" or "apply" for code generation. Use "explain", "why", or "how" for information and help.
-
-=== "Asking for Details"
-    ![Chat on code suggestions ask](https://codium.ai/images/pr_agent/improve_chat_on_code_suggestions_ask.png){width=512}
-
-=== "Implementing Suggestions"
-    ![Chat on code suggestions implement](https://codium.ai/images/pr_agent/improve_chat_on_code_suggestions_implement.png){width=512}
-
-=== "Providing Additional Help"
-    ![Chat on code suggestions help](https://codium.ai/images/pr_agent/improve_chat_on_code_suggestions_help.png){width=512}
-
-
 ### Dual publishing mode
 
 Our recommended approach for presenting code suggestions is through a [table](https://qodo-merge-docs.qodo.ai/tools/improve/#overview) (`--pr_code_suggestions.commitable_code_suggestions=false`).
@@ -435,7 +396,7 @@ To enable auto-approval based on specific criteria, first, you need to enable th
 enable_auto_approval = true
 ```
 
-There are two criteria that can be set for auto-approval:
+There are several criteria that can be set for auto-approval:
 
 - **Review effort score**
 
@@ -457,7 +418,19 @@ enable_auto_approval = true
 auto_approve_for_no_suggestions = true
 ```
 
-When no [code suggestion](https://www.qodo.ai/images/pr_agent/code_suggestions_as_comment_closed.png) were found for the PR, the PR will be auto-approved.
+When no [code suggestions](https://www.qodo.ai/images/pr_agent/code_suggestions_as_comment_closed.png) were found for the PR, the PR will be auto-approved.
+
+___
+
+- **Ticket Compliance**
+
+```toml
+[config]
+enable_auto_approval = true
+ensure_ticket_compliance = true # Default is false
+```
+
+If `ensure_ticket_compliance` is set to `true`, auto-approval will be disabled if a ticket is linked to the PR and the ticket is not compliant (e.g., the `review` tool did not mark the PR as fully compliant with the ticket). This ensures that PRs are only auto-approved if their associated tickets are properly resolved.
 
 ### How many code suggestions are generated?
 

docs/docs/tools/review.md

@@ -70,6 +70,10 @@ extra_instructions = "..."
         <td><b>enable_help_text</b></td>
         <td>If set to true, the tool will display a help text in the comment. Default is true.</td>
       </tr>
+      <tr>
+        <td><b>num_max_findings</b></td>
+        <td>Number of maximum returned findings. Default is 3.</td>
+      </tr>
     </table>
 
 !!! example "Enable\\disable specific sub-sections"
@@ -112,13 +116,15 @@ extra_instructions = "..."
       </tr>
       <tr>
         <td><b>enable_review_labels_effort</b></td>
-        <td>If set to true, the tool will publish a 'Review effort [1-5]: x' label. Default is true.</td>
+        <td>If set to true, the tool will publish a 'Review effort x/5' label (1–5 scale). Default is true.</td>
       </tr>
     </table>
 
 ## Usage Tips
 
-!!! tip "General guidelines"
+### General guidelines
+
+!!! tip ""
 
     The `review` tool provides a collection of configurable feedbacks about a PR.
     It is recommended to review the [Configuration options](#configuration-options) section, and choose the relevant options for your use case.
@@ -128,7 +134,9 @@ extra_instructions = "..."
 
     On the other hand, if you find one of the enabled features to be irrelevant for your use case, disable it. No default configuration can fit all use cases.
 
-!!! tip "Automation"
+### Automation
+
+!!! tip ""
     When you first install Qodo Merge app, the [default mode](../usage-guide/automations_and_usage.md#github-app-automatic-tools-when-a-new-pr-is-opened) for the `review` tool is:
     ```
     pr_commands = ["/review", ...]
@@ -136,16 +144,30 @@ extra_instructions = "..."
     Meaning the `review` tool will run automatically on every PR, without any additional configurations.
     Edit this field to enable/disable the tool, or to change the configurations used.
 
-!!! tip "Possible labels from the review tool"
+### Auto-generated PR labels by the Review Tool
 
-    The `review` tool can auto-generate two specific types of labels for a PR:
+!!! tip ""
 
-    - a `possible security issue` label that detects if a possible [security issue](https://github.com/Codium-ai/pr-agent/blob/tr/user_description/pr_agent/settings/pr_reviewer_prompts.toml#L136) exists in the PR code (`enable_review_labels_security` flag)
-    - a `Review effort [1-5]: x` label, where x is the estimated effort to review the PR (`enable_review_labels_effort` flag)
+    The `review` can tool automatically add labels to your Pull Requests:
 
-    Both modes are useful, and we recommended to enable them.
+    - **`possible security issue`**: This label is applied if the tool detects a potential [security vulnerability](https://github.com/qodo-ai/pr-agent/blob/main/pr_agent/settings/pr_reviewer_prompts.toml#L103) in the PR's code. This feedback is controlled by the 'enable_review_labels_security' flag (default is true).
+    - **`review effort [x/5]`**: This label estimates the [effort](https://github.com/qodo-ai/pr-agent/blob/main/pr_agent/settings/pr_reviewer_prompts.toml#L90) required to review the PR on a relative scale of 1 to 5, where 'x' represents the assessed effort. This feedback is controlled by the 'enable_review_labels_effort' flag (default is true).
+    - **`ticket compliance`**: Adds a label indicating code compliance level ("Fully compliant" | "PR Code Verified" | "Partially compliant" | "Not compliant") to any GitHub/Jira/Linea ticket linked in the PR. Controlled by the 'require_ticket_labels' flag (default: false). If 'require_no_ticket_labels' is also enabled, PRs without ticket links will receive a "No ticket found" label.
 
-!!! tip "Extra instructions"
+
+### Blocking PRs from merging based on the generated labels
+
+!!! tip ""
+
+    You can configure a CI/CD Action to prevent merging PRs with specific labels. For example, implement a dedicated [GitHub Action](https://medium.com/sequra-tech/quick-tip-block-pull-request-merge-using-labels-6cc326936221).
+
+    This approach helps ensure PRs with potential security issues or ticket compliance problems will not be merged without further review.
+
+    Since AI may make mistakes or lack complete context, use this feature judiciously. For flexibility, users with appropriate permissions can remove generated labels when necessary. When a label is removed, this action will be automatically documented in the PR discussion, clearly indicating it was a deliberate override by an authorized user to allow the merge.
+
+### Extra instructions
+
+!!! tip "" 
 
     Extra instructions are important.
     The `review` tool can be configured with extra instructions, which can be used to guide the model to a feedback tailored to the needs of your project.
@@ -164,7 +186,3 @@ extra_instructions = "..."
     """
     ```
     Use triple quotes to write multi-line instructions. Use bullet points to make the instructions more readable.
-
-!!! tip  "Code suggestions"
-
-    The `review` tool previously included a legacy feature for providing code suggestions (controlled by `--pr_reviewer.num_code_suggestion`). This functionality has been deprecated and replaced by the [`improve`](./improve.md) tool, which offers higher quality and more actionable code suggestions.

docs/docs/usage-guide/additional_configurations.md

@@ -50,7 +50,7 @@ glob = ['*.py']
 And to ignore Python files in all PRs using `regex` pattern, set in a configuration file:
 
 ```
-[regex]
+[ignore]
 regex = ['.*\.py$']
 ```
 

docs/docs/usage-guide/automations_and_usage.md

@@ -30,7 +30,7 @@ verbosity_level=2
 This is useful for debugging or experimenting with different tools.
 
 3. **git provider**: The [git_provider](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L5) field in a configuration file determines the GIT provider that will be used by Qodo Merge. Currently, the following providers are supported:
-`github` **(default)**, `gitlab`, `bitbucket`, `azure`, `codecommit`, `local`, and `gerrit`.
+`github` **(default)**, `gitlab`, `bitbucket`, `azure`, `codecommit`, `local`,`gitea`, and `gerrit`.
 
 ### CLI Health Check
 
@@ -312,3 +312,16 @@ pr_commands = [
     "/improve",
 ]
 ```
+
+### Gitea Webhook
+
+After setting up a Gitea webhook, to control which commands will run automatically when a new MR is opened, you can set the `pr_commands` parameter in the configuration file, similar to the GitHub App:
+
+```toml
+[gitea]
+pr_commands = [
+    "/describe",
+    "/review",
+    "/improve",
+]
+```

docs/docs/usage-guide/configuration_options.md

@@ -1,20 +1,22 @@
-The different tools and sub-tools used by Qodo Merge are adjustable via the **[configuration file](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml)**.
+The different tools and sub-tools used by Qodo Merge are adjustable via a Git configuration file.
+There are three main ways to set persistent configurations:
 
-In addition to general configuration options, each tool has its own configurations. For example, the `review` tool will use parameters from the [pr_reviewer](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L16) section in the configuration file.
-See the [Tools Guide](https://qodo-merge-docs.qodo.ai/tools/) for a detailed description of the different tools and their configurations.
-
-There are three ways to set persistent configurations:
-
-1. Wiki configuration page 💎
-2. Local configuration file
-3. Global configuration file 💎
+1. [Wiki](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/#wiki-configuration-file) configuration page 💎
+2. [Local](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/#local-configuration-file) configuration file
+3. [Global](https://qodo-merge-docs.qodo.ai/usage-guide/configuration_options/#global-configuration-file) configuration file 💎
 
 In terms of precedence, wiki configurations will override local configurations, and local configurations will override global configurations.
 
-!!! tip "Tip1: edit only what you need"
+
+For a list of all possible configurations, see the [configuration options](https://github.com/qodo-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml/) page.
+In addition to general configuration options, each tool has its own configurations. For example, the `review` tool will use parameters from the [pr_reviewer](https://github.com/Codium-ai/pr-agent/blob/main/pr_agent/settings/configuration.toml#L16) section in the configuration file.
+
+!!! tip "Tip1: Edit only what you need"
     Your configuration file should be minimal, and edit only the relevant values. Don't copy the entire configuration options, since it can lead to legacy problems when something changes.
-!!! tip "Tip2: show relevant configurations"
-    If you set `config.output_relevant_configurations=true`, each tool will also output in a collapsible section its relevant configurations. This can be useful for debugging, or getting to know the configurations better.
+!!! tip "Tip2: Show relevant configurations"
+    If you set `config.output_relevant_configurations` to True, each tool will also output in a collapsible section its relevant configurations. This can be useful for debugging, or getting to know the configurations better.
+
+
 
 ## Wiki configuration file 💎
 

docs/docs/usage-guide/index.md

@@ -12,6 +12,7 @@ It includes information on how to adjust Qodo Merge configurations, define which
     - [GitHub App](./automations_and_usage.md#github-app)
     - [GitHub Action](./automations_and_usage.md#github-action)
     - [GitLab Webhook](./automations_and_usage.md#gitlab-webhook)
+    - [Gitea Webhook](./automations_and_usage.md#gitea-webhook)
     - [BitBucket App](./automations_and_usage.md#bitbucket-app)
     - [Azure DevOps Provider](./automations_and_usage.md#azure-devops-provider)
 - [Managing Mail Notifications](./mail_notifications.md)

docs/mkdocs.yml

@@ -44,11 +44,13 @@ nav:
   - Core Abilities:
       - 'core-abilities/index.md'
       - Auto best practices: 'core-abilities/auto_best_practices.md'
+      - Chat on code suggestions: 'core-abilities/chat_on_code_suggestions.md'
       - Code validation: 'core-abilities/code_validation.md'
       - Compression strategy: 'core-abilities/compression_strategy.md'
       - Dynamic context: 'core-abilities/dynamic_context.md'
       - Fetching ticket context: 'core-abilities/fetching_ticket_context.md'
       - Impact evaluation: 'core-abilities/impact_evaluation.md'
+      - Incremental Update: 'core-abilities/incremental_update.md'
       - Interactivity: 'core-abilities/interactivity.md'
       - Local and global metadata: 'core-abilities/metadata.md'
       - RAG context enrichment: 'core-abilities/rag_context_enrichment.md'

pr_agent/algo/__init__.py

@@ -53,19 +53,24 @@ MAX_TOKENS = {
     'vertex_ai/claude-3-5-haiku@20241022': 100000,
     'vertex_ai/claude-3-sonnet@20240229': 100000,
     'vertex_ai/claude-3-opus@20240229': 100000,
+    'vertex_ai/claude-opus-4@20250514': 200000,
     'vertex_ai/claude-3-5-sonnet@20240620': 100000,
     'vertex_ai/claude-3-5-sonnet-v2@20241022': 100000,
     'vertex_ai/claude-3-7-sonnet@20250219': 200000,
+    'vertex_ai/claude-sonnet-4@20250514': 200000,
     'vertex_ai/gemini-1.5-pro': 1048576,
     'vertex_ai/gemini-2.5-pro-preview-03-25': 1048576,
     'vertex_ai/gemini-2.5-pro-preview-05-06': 1048576,
     'vertex_ai/gemini-1.5-flash': 1048576,
     'vertex_ai/gemini-2.0-flash': 1048576,
     'vertex_ai/gemini-2.5-flash-preview-04-17': 1048576,
+    'vertex_ai/gemini-2.5-flash-preview-05-20': 1048576,
     'vertex_ai/gemma2': 8200,
     'gemini/gemini-1.5-pro': 1048576,
     'gemini/gemini-1.5-flash': 1048576,
     'gemini/gemini-2.0-flash': 1048576,
+    'gemini/gemini-2.5-flash-preview-04-17': 1048576,
+    'gemini/gemini-2.5-flash-preview-05-20': 1048576,
     'gemini/gemini-2.5-pro-preview-03-25': 1048576,
     'gemini/gemini-2.5-pro-preview-05-06': 1048576,
     'codechat-bison': 6144,
@@ -74,22 +79,28 @@ MAX_TOKENS = {
     'anthropic.claude-v1': 100000,
     'anthropic.claude-v2': 100000,
     'anthropic/claude-3-opus-20240229': 100000,
+    'anthropic/claude-opus-4-20250514': 200000,
     'anthropic/claude-3-5-sonnet-20240620': 100000,
     'anthropic/claude-3-5-sonnet-20241022': 100000,
     'anthropic/claude-3-7-sonnet-20250219': 200000,
+    'anthropic/claude-sonnet-4-20250514': 200000,
     'claude-3-7-sonnet-20250219': 200000,
     'anthropic/claude-3-5-haiku-20241022': 100000,
     'bedrock/anthropic.claude-instant-v1': 100000,
     'bedrock/anthropic.claude-v2': 100000,
     'bedrock/anthropic.claude-v2:1': 100000,
     'bedrock/anthropic.claude-3-sonnet-20240229-v1:0': 100000,
+    'bedrock/anthropic.claude-opus-4-20250514-v1:0': 200000,
     'bedrock/anthropic.claude-3-haiku-20240307-v1:0': 100000,
     'bedrock/anthropic.claude-3-5-haiku-20241022-v1:0': 100000,
     'bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0': 100000,
     'bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0': 100000,
     'bedrock/anthropic.claude-3-7-sonnet-20250219-v1:0': 200000,
+    'bedrock/anthropic.claude-sonnet-4-20250514-v1:0': 200000,
+    "bedrock/us.anthropic.claude-opus-4-20250514-v1:0": 200000,
     "bedrock/us.anthropic.claude-3-5-sonnet-20241022-v2:0": 100000,
     "bedrock/us.anthropic.claude-3-7-sonnet-20250219-v1:0": 200000,
+    "bedrock/us.anthropic.claude-sonnet-4-20250514-v1:0": 200000,
     'claude-3-5-sonnet': 100000,
     'groq/meta-llama/llama-4-scout-17b-16e-instruct': 131072,
     'groq/meta-llama/llama-4-maverick-17b-128e-instruct': 131072,
@@ -102,9 +113,13 @@ MAX_TOKENS = {
     'xai/grok-2': 131072,
     'xai/grok-2-1212': 131072,
     'xai/grok-2-latest': 131072,
+    'xai/grok-3': 131072,
     'xai/grok-3-beta': 131072,
+    'xai/grok-3-fast': 131072,
     'xai/grok-3-fast-beta': 131072,
+    'xai/grok-3-mini': 131072,
     'xai/grok-3-mini-beta': 131072,
+    'xai/grok-3-mini-fast': 131072,
     'xai/grok-3-mini-fast-beta': 131072,
     'ollama/llama3': 4096,
     'watsonx/meta-llama/llama-3-8b-instruct': 4096,

pr_agent/algo/ai_handlers/langchain_ai_handler.py

@@ -1,13 +1,17 @@
+_LANGCHAIN_INSTALLED = False
+
 try:
     from langchain_core.messages import HumanMessage, SystemMessage
     from langchain_openai import AzureChatOpenAI, ChatOpenAI
+    _LANGCHAIN_INSTALLED = True
 except:  # we don't enforce langchain as a dependency, so if it's not installed, just move on
     pass
 
 import functools
 
-from openai import APIError, RateLimitError, Timeout
-from retry import retry
+import openai
+from tenacity import retry, retry_if_exception_type, retry_if_not_exception_type, stop_after_attempt
+from langchain_core.runnables import Runnable
 
 from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
 from pr_agent.config_loader import get_settings
@@ -18,17 +22,14 @@ OPENAI_RETRIES = 5
 
 class LangChainOpenAIHandler(BaseAiHandler):
     def __init__(self):
-        # Initialize OpenAIHandler specific attributes here
+        if not _LANGCHAIN_INSTALLED:
+            error_msg = "LangChain is not installed. Please install it with `pip install langchain`."
+            get_logger().error(error_msg)
+            raise ImportError(error_msg)
+        
         super().__init__()
         self.azure = get_settings().get("OPENAI.API_TYPE", "").lower() == "azure"
 
-        # Create a default unused chat object to trigger early validation
-        self._create_chat(self.deployment_id)
-
-    def chat(self, messages: list, model: str, temperature: float):
-        chat = self._create_chat(self.deployment_id)
-        return chat.invoke(input=messages, model=model, temperature=temperature)
-
     @property
     def deployment_id(self):
         """
@@ -36,26 +37,10 @@ class LangChainOpenAIHandler(BaseAiHandler):
         """
         return get_settings().get("OPENAI.DEPLOYMENT_ID", None)
 
-    @retry(exceptions=(APIError, Timeout, AttributeError, RateLimitError),
-           tries=OPENAI_RETRIES, delay=2, backoff=2, jitter=(1, 3))
-    async def chat_completion(self, model: str, system: str, user: str, temperature: float = 0.2):
-        try:
-            messages = [SystemMessage(content=system), HumanMessage(content=user)]
-
-            # get a chat completion from the formatted messages
-            resp = self.chat(messages, model=model, temperature=temperature)
-            finish_reason = "completed"
-            return resp.content, finish_reason
-
-        except (Exception) as e:
-            get_logger().error("Unknown error during OpenAI inference: ", e)
-            raise e
-
-    def _create_chat(self, deployment_id=None):
+    async def _create_chat_async(self, deployment_id=None):
         try:
             if self.azure:
-                # using a partial function so we can set the deployment_id later to support fallback_deployments
-                # but still need to access the other settings now so we can raise a proper exception if they're missing
+                # Using Azure OpenAI service
                 return AzureChatOpenAI(
                     openai_api_key=get_settings().openai.key,
                     openai_api_version=get_settings().openai.api_version,
@@ -63,14 +48,64 @@ class LangChainOpenAIHandler(BaseAiHandler):
                     azure_endpoint=get_settings().openai.api_base,
                 )
             else:
-                # for llms that compatible with openai, should use custom api base
+                # Using standard OpenAI or other LLM services
                 openai_api_base = get_settings().get("OPENAI.API_BASE", None)
                 if openai_api_base is None or len(openai_api_base) == 0:
                     return ChatOpenAI(openai_api_key=get_settings().openai.key)
                 else:
-                    return ChatOpenAI(openai_api_key=get_settings().openai.key, openai_api_base=openai_api_base)
+                    return ChatOpenAI(
+                        openai_api_key=get_settings().openai.key, 
+                        openai_api_base=openai_api_base
+                    )
         except AttributeError as e:
-            if getattr(e, "name"):
-                raise ValueError(f"OpenAI {e.name} is required") from e
+            # Handle configuration errors
+            error_msg = f"OpenAI {e.name} is required" if getattr(e, "name") else str(e)
+            get_logger().error(error_msg)
+            raise ValueError(error_msg) from e
+
+    @retry(
+        retry=retry_if_exception_type(openai.APIError) & retry_if_not_exception_type(openai.RateLimitError),
+        stop=stop_after_attempt(OPENAI_RETRIES),
+    )
+    async def chat_completion(self, model: str, system: str, user: str, temperature: float = 0.2, img_path: str = None):
+        if img_path:
+            get_logger().warning(f"Image path is not supported for LangChainOpenAIHandler. Ignoring image path: {img_path}")
+        try:
+            messages = [SystemMessage(content=system), HumanMessage(content=user)]
+            llm = await self._create_chat_async(deployment_id=self.deployment_id)
+            
+            if not isinstance(llm, Runnable):
+                error_message = (
+                    f"The Langchain LLM object ({type(llm)}) does not implement the Runnable interface. "
+                    f"Please update your Langchain library to the latest version or "
+                    f"check your LLM configuration to support async calls. "
+                    f"PR-Agent is designed to utilize Langchain's async capabilities."
+                )
+                get_logger().error(error_message)
+                raise NotImplementedError(error_message)
+
+            # Handle parameters based on LLM type
+            if isinstance(llm, (ChatOpenAI, AzureChatOpenAI)):
+                # OpenAI models support all parameters
+                resp = await llm.ainvoke(
+                    input=messages,
+                    model=model,
+                    temperature=temperature
+                )
             else:
-                raise e
+                # Other LLMs (like Gemini) only support input parameter
+                get_logger().info(f"Using simplified ainvoke for {type(llm)}")
+                resp = await llm.ainvoke(input=messages)
+
+            finish_reason = "completed"
+            return resp.content, finish_reason
+
+        except openai.RateLimitError as e:
+            get_logger().error(f"Rate limit error during LLM inference: {e}")
+            raise
+        except openai.APIError as e:
+            get_logger().warning(f"Error during LLM inference: {e}")
+            raise
+        except Exception as e:
+            get_logger().warning(f"Unknown error during LLM inference: {e}")
+            raise openai.APIError from e

pr_agent/algo/ai_handlers/litellm_ai_handler.py

@@ -3,7 +3,7 @@ import litellm
 import openai
 import requests
 from litellm import acompletion
-from tenacity import retry, retry_if_exception_type, stop_after_attempt
+from tenacity import retry, retry_if_exception_type, retry_if_not_exception_type, stop_after_attempt
 
 from pr_agent.algo import CLAUDE_EXTENDED_THINKING_MODELS, NO_SUPPORT_TEMPERATURE_MODELS, SUPPORT_REASONING_EFFORT_MODELS, USER_MESSAGE_ONLY_MODELS
 from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
@@ -274,8 +274,8 @@ class LiteLLMAIHandler(BaseAiHandler):
         return get_settings().get("OPENAI.DEPLOYMENT_ID", None)
 
     @retry(
-        retry=retry_if_exception_type((openai.APIError, openai.APIConnectionError, openai.APITimeoutError)), # No retry on RateLimitError
-        stop=stop_after_attempt(OPENAI_RETRIES)
+        retry=retry_if_exception_type(openai.APIError) & retry_if_not_exception_type(openai.RateLimitError),
+        stop=stop_after_attempt(OPENAI_RETRIES),
     )
     async def chat_completion(self, model: str, system: str, user: str, temperature: float = 0.2, img_path: str = None):
         try:
@@ -371,13 +371,13 @@ class LiteLLMAIHandler(BaseAiHandler):
                 get_logger().info(f"\nUser prompt:\n{user}")
 
             response = await acompletion(**kwargs)
-        except (openai.APIError, openai.APITimeoutError) as e:
-            get_logger().warning(f"Error during LLM inference: {e}")
-            raise
-        except (openai.RateLimitError) as e:
+        except openai.RateLimitError as e:
             get_logger().error(f"Rate limit error during LLM inference: {e}")
             raise
-        except (Exception) as e:
+        except openai.APIError as e:
+            get_logger().warning(f"Error during LLM inference: {e}")
+            raise
+        except Exception as e:
             get_logger().warning(f"Unknown error during LLM inference: {e}")
             raise openai.APIError from e
         if response is None or len(response["choices"]) == 0:

pr_agent/algo/ai_handlers/openai_ai_handler.py

@@ -1,8 +1,8 @@
 from os import environ
 from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
 import openai
-from openai import APIError, AsyncOpenAI, RateLimitError, Timeout
-from retry import retry
+from openai import AsyncOpenAI
+from tenacity import retry, retry_if_exception_type, retry_if_not_exception_type, stop_after_attempt
 
 from pr_agent.algo.ai_handlers.base_ai_handler import BaseAiHandler
 from pr_agent.config_loader import get_settings
@@ -38,10 +38,14 @@ class OpenAIHandler(BaseAiHandler):
         """
         return get_settings().get("OPENAI.DEPLOYMENT_ID", None)
 
-    @retry(exceptions=(APIError, Timeout, AttributeError, RateLimitError),
-           tries=OPENAI_RETRIES, delay=2, backoff=2, jitter=(1, 3))
-    async def chat_completion(self, model: str, system: str, user: str, temperature: float = 0.2):
+    @retry(
+        retry=retry_if_exception_type(openai.APIError) & retry_if_not_exception_type(openai.RateLimitError),
+        stop=stop_after_attempt(OPENAI_RETRIES),
+    )
+    async def chat_completion(self, model: str, system: str, user: str, temperature: float = 0.2, img_path: str = None):
         try:
+            if img_path:
+                get_logger().warning(f"Image path is not supported for OpenAIHandler. Ignoring image path: {img_path}")
             get_logger().info("System: ", system)
             get_logger().info("User: ", user)
             messages = [{"role": "system", "content": system}, {"role": "user", "content": user}]
@@ -57,12 +61,12 @@ class OpenAIHandler(BaseAiHandler):
             get_logger().info("AI response", response=resp, messages=messages, finish_reason=finish_reason,
                               model=model, usage=usage)
             return resp, finish_reason
-        except (APIError, Timeout) as e:
-            get_logger().error("Error during OpenAI inference: ", e)
+        except openai.RateLimitError as e:
+            get_logger().error(f"Rate limit error during LLM inference: {e}")
             raise
-        except (RateLimitError) as e:
-            get_logger().error("Rate limit error during OpenAI inference: ", e)
-            raise
-        except (Exception) as e:
-            get_logger().error("Unknown error during OpenAI inference: ", e)
+        except openai.APIError as e:
+            get_logger().warning(f"Error during LLM inference: {e}")
             raise
+        except Exception as e:
+            get_logger().warning(f"Unknown error during LLM inference: {e}")
+            raise openai.APIError from e

pr_agent/algo/file_filter.py

@@ -58,6 +58,9 @@ def filter_ignored(files, platform = 'github'):
                     files = files_o
                 elif platform == 'azure':
                     files = [f for f in files if not r.match(f)]
+                elif platform == 'gitea':
+                    files = [f for f in files if not r.match(f.get("filename", ""))]
+
 
     except Exception as e:
         print(f"Could not filter file list: {e}")

pr_agent/algo/token_handler.py

@@ -1,4 +1,6 @@
 from threading import Lock
+from math import ceil
+import re
 
 from jinja2 import Environment, StrictUndefined
 from tiktoken import encoding_for_model, get_encoding
@@ -7,6 +9,16 @@ from pr_agent.config_loader import get_settings
 from pr_agent.log import get_logger
 
 
+class ModelTypeValidator:
+    @staticmethod
+    def is_openai_model(model_name: str) -> bool:
+        return 'gpt' in model_name or re.match(r"^o[1-9](-mini|-preview)?$", model_name)
+    
+    @staticmethod
+    def is_anthropic_model(model_name: str) -> bool:
+        return 'claude' in model_name
+
+
 class TokenEncoder:
     _encoder_instance = None
     _model = None
@@ -40,6 +52,10 @@ class TokenHandler:
       method.
     """
 
+    # Constants
+    CLAUDE_MODEL = "claude-3-7-sonnet-20250219"
+    CLAUDE_MAX_CONTENT_SIZE = 9_000_000 # Maximum allowed content size (9MB) for Claude API
+
     def __init__(self, pr=None, vars: dict = {}, system="", user=""):
         """
         Initializes the TokenHandler object.
@@ -51,6 +67,7 @@ class TokenHandler:
         - user: The user string.
         """
         self.encoder = TokenEncoder.get_token_encoder()
+        
         if pr is not None:
             self.prompt_tokens = self._get_system_user_tokens(pr, self.encoder, vars, system, user)
 
@@ -79,22 +96,22 @@ class TokenHandler:
             get_logger().error(f"Error in _get_system_user_tokens: {e}")
             return 0
 
-    def calc_claude_tokens(self, patch):
+    def _calc_claude_tokens(self, patch: str) -> int:
         try:
             import anthropic
             from pr_agent.algo import MAX_TOKENS
-            client = anthropic.Anthropic(api_key=get_settings(use_context=False).get('anthropic.key'))
-            MaxTokens = MAX_TOKENS[get_settings().config.model]
             
-            # Check if the content size is too large (9MB limit)
-            if len(patch.encode('utf-8')) > 9_000_000:
+            client = anthropic.Anthropic(api_key=get_settings(use_context=False).get('anthropic.key'))
+            max_tokens = MAX_TOKENS[get_settings().config.model]
+
+            if len(patch.encode('utf-8')) > self.CLAUDE_MAX_CONTENT_SIZE:
                 get_logger().warning(
                     "Content too large for Anthropic token counting API, falling back to local tokenizer"
                 )
-                return MaxTokens
+                return max_tokens
 
             response = client.messages.count_tokens(
-                model="claude-3-7-sonnet-20250219",
+                model=self.CLAUDE_MODEL,
                 system="system",
                 messages=[{
                     "role": "user",
@@ -104,42 +121,51 @@ class TokenHandler:
             return response.input_tokens
 
         except Exception as e:
-            get_logger().error( f"Error in Anthropic token counting: {e}")
-            return MaxTokens
+            get_logger().error(f"Error in Anthropic token counting: {e}")
+            return max_tokens
 
-    def estimate_token_count_for_non_anth_claude_models(self, model, default_encoder_estimate):
-        from math import ceil
-        import re
+    def _apply_estimation_factor(self, model_name: str, default_estimate: int) -> int:
+        factor = 1 + get_settings().get('config.model_token_count_estimate_factor', 0)
+        get_logger().warning(f"{model_name}'s token count cannot be accurately estimated. Using factor of {factor}")
         
-        model_is_from_o_series = re.match(r"^o[1-9](-mini|-preview)?$", model)
-        if ('gpt' in get_settings().config.model.lower() or model_is_from_o_series) and get_settings(use_context=False).get('openai.key'):
-            return default_encoder_estimate
-        #else: Model is not an OpenAI one - therefore, cannot provide an accurate token count and instead, return a higher number as best effort.
+        return ceil(factor * default_estimate)
 
-        elbow_factor = 1 + get_settings().get('config.model_token_count_estimate_factor', 0)
-        get_logger().warning(f"{model}'s expected token count cannot be accurately estimated. Using {elbow_factor} of encoder output as best effort estimate")
-        return ceil(elbow_factor * default_encoder_estimate)
+    def _get_token_count_by_model_type(self, patch: str, default_estimate: int) -> int:
+        """
+        Get token count based on model type.
 
-    def count_tokens(self, patch: str, force_accurate=False) -> int:
+        Args:
+            patch: The text to count tokens for.
+            default_estimate: The default token count estimate.
+
+        Returns:
+            int: The calculated token count.
+        """
+        model_name = get_settings().config.model.lower()
+        
+        if ModelTypeValidator.is_openai_model(model_name) and get_settings(use_context=False).get('openai.key'):
+            return default_estimate
+
+        if ModelTypeValidator.is_anthropic_model(model_name) and get_settings(use_context=False).get('anthropic.key'):
+            return self._calc_claude_tokens(patch)
+        
+        return self._apply_estimation_factor(model_name, default_estimate)
+    
+    def count_tokens(self, patch: str, force_accurate: bool = False) -> int:
         """
         Counts the number of tokens in a given patch string.
 
         Args:
         - patch: The patch string.
+        - force_accurate: If True, uses a more precise calculation method.
 
         Returns:
         The number of tokens in the patch string.
         """
         encoder_estimate = len(self.encoder.encode(patch, disallowed_special=()))
 
-        #If an estimate is enough (for example, in cases where the maximal allowed tokens is way below the known limits), return it.
+        # If an estimate is enough (for example, in cases where the maximal allowed tokens is way below the known limits), return it.
         if not force_accurate:
             return encoder_estimate
 
-        #else, force_accurate==True: User requested providing an accurate estimation:
-        model = get_settings().config.model.lower()
-        if 'claude' in model and get_settings(use_context=False).get('anthropic.key'):
-            return self.calc_claude_tokens(patch) # API call to Anthropic for accurate token counting for Claude models
-
-        #else: Non Anthropic provided model:
-        return self.estimate_token_count_for_non_anth_claude_models(model, encoder_estimate)
+        return self._get_token_count_by_model_type(patch, encoder_estimate)

pr_agent/algo/utils.py

@@ -945,12 +945,66 @@ def clip_tokens(text: str, max_tokens: int, add_three_dots=True, num_input_token
     """
     Clip the number of tokens in a string to a maximum number of tokens.
 
+    This function limits text to a specified token count by calculating the approximate
+    character-to-token ratio and truncating the text accordingly. A safety factor of 0.9
+    (10% reduction) is applied to ensure the result stays within the token limit.
+
     Args:
-        text (str): The string to clip.
+        text (str): The string to clip. If empty or None, returns the input unchanged.
         max_tokens (int): The maximum number of tokens allowed in the string.
-        add_three_dots (bool, optional): A boolean indicating whether to add three dots at the end of the clipped
+                         If negative, returns an empty string.
+        add_three_dots (bool, optional): Whether to add "\\n...(truncated)" at the end
+                                       of the clipped text to indicate truncation.
+                                       Defaults to True.
+        num_input_tokens (int, optional): Pre-computed number of tokens in the input text.
+                                        If provided, skips token encoding step for efficiency.
+                                        If None, tokens will be counted using TokenEncoder.
+                                        Defaults to None.
+        delete_last_line (bool, optional): Whether to remove the last line from the
+                                         clipped content before adding truncation indicator.
+                                         Useful for ensuring clean breaks at line boundaries.
+                                         Defaults to False.
+
     Returns:
-        str: The clipped string.
+        str: The clipped string. Returns original text if:
+             - Text is empty/None
+             - Token count is within limit
+             - An error occurs during processing
+
+             Returns empty string if max_tokens <= 0.
+
+    Examples:
+        Basic usage:
+        >>> text = "This is a sample text that might be too long"
+        >>> result = clip_tokens(text, max_tokens=10)
+        >>> print(result)
+        This is a sample...
+        (truncated)
+
+        Without truncation indicator:
+        >>> result = clip_tokens(text, max_tokens=10, add_three_dots=False)
+        >>> print(result)
+        This is a sample
+
+        With pre-computed token count:
+        >>> result = clip_tokens(text, max_tokens=5, num_input_tokens=15)
+        >>> print(result)
+        This...
+        (truncated)
+
+        With line deletion:
+        >>> multiline_text = "Line 1\\nLine 2\\nLine 3"
+        >>> result = clip_tokens(multiline_text, max_tokens=3, delete_last_line=True)
+        >>> print(result)
+        Line 1
+        Line 2
+        ...
+        (truncated)
+
+    Notes:
+        The function uses a safety factor of 0.9 (10% reduction) to ensure the
+        result stays within the token limit, as character-to-token ratios can vary.
+        If token encoding fails, the original text is returned with a warning logged.
     """
     if not text:
         return text

pr_agent/git_providers/__init__.py

@@ -8,9 +8,11 @@ from pr_agent.git_providers.bitbucket_server_provider import \
 from pr_agent.git_providers.codecommit_provider import CodeCommitProvider
 from pr_agent.git_providers.gerrit_provider import GerritProvider
 from pr_agent.git_providers.git_provider import GitProvider
+from pr_agent.git_providers.gitea_provider import GiteaProvider
 from pr_agent.git_providers.github_provider import GithubProvider
 from pr_agent.git_providers.gitlab_provider import GitLabProvider
 from pr_agent.git_providers.local_git_provider import LocalGitProvider
+from pr_agent.git_providers.gitea_provider import GiteaProvider
 
 _GIT_PROVIDERS = {
     'github': GithubProvider,
@@ -21,6 +23,7 @@ _GIT_PROVIDERS = {
     'codecommit': CodeCommitProvider,
     'local': LocalGitProvider,
     'gerrit': GerritProvider,
+    'gitea': GiteaProvider
 }
 
 

pr_agent/git_providers/azuredevops_provider.py

@@ -350,7 +350,8 @@ class AzureDevopsProvider(GitProvider):
             get_logger().debug(f"Skipping publish_comment for temporary comment: {pr_comment}")
             return None
         comment = Comment(content=pr_comment)
-        thread = CommentThread(comments=[comment], thread_context=thread_context, status="closed")
+        # Set status to 'active' to prevent auto-resolve (see CommentThreadStatus docs)
+        thread = CommentThread(comments=[comment], thread_context=thread_context, status='active')
         thread_response = self.azure_devops_client.create_thread(
             comment_thread=thread,
             project=self.workspace_slug,
@@ -618,7 +619,7 @@ class AzureDevopsProvider(GitProvider):
             return pr_id
         except Exception as e:
             if get_settings().config.verbosity_level >= 2:
-                get_logger().info(f"Failed to get pr id, error: {e}")
+                get_logger().info(f"Failed to get PR id, error: {e}")
             return ""
 
     def publish_file_comments(self, file_comments: list) -> bool:

pr_agent/git_providers/gitea_provider.py

@@ -0,0 +1,992 @@
+import hashlib
+import json
+from typing import Any, Dict, List, Optional, Set, Tuple
+from urllib.parse import urlparse
+
+import giteapy
+from giteapy.rest import ApiException
+
+from pr_agent.algo.file_filter import filter_ignored
+from pr_agent.algo.language_handler import is_valid_file
+from pr_agent.algo.types import EDIT_TYPE
+from pr_agent.algo.utils import (clip_tokens,
+                                 find_line_number_of_relevant_line_in_file)
+from pr_agent.config_loader import get_settings
+from pr_agent.git_providers.git_provider import (MAX_FILES_ALLOWED_FULL,
+                                                 FilePatchInfo, GitProvider,
+                                                 IncrementalPR)
+from pr_agent.log import get_logger
+
+
+class GiteaProvider(GitProvider):
+    def __init__(self, url: Optional[str] = None):
+        super().__init__()
+        self.logger = get_logger()
+
+        if not url:
+            self.logger.error("PR URL not provided.")
+            raise ValueError("PR URL not provided.")
+
+        self.base_url = get_settings().get("GITEA.URL", "https://gitea.com").rstrip("/")
+        self.pr_url = ""
+        self.issue_url = ""
+
+        gitea_access_token = get_settings().get("GITEA.PERSONAL_ACCESS_TOKEN", None)
+        if not gitea_access_token:
+            self.logger.error("Gitea access token not found in settings.")
+            raise ValueError("Gitea access token not found in settings.")
+
+        self.repo_settings = get_settings().get("GITEA.REPO_SETTING", None)
+        configuration = giteapy.Configuration()
+        configuration.host = "{}/api/v1".format(self.base_url)
+        configuration.api_key['Authorization'] = f'token {gitea_access_token}'
+
+        client = giteapy.ApiClient(configuration)
+        self.repo_api = RepoApi(client)
+        self.owner = None
+        self.repo = None
+        self.pr_number = None
+        self.issue_number = None
+        self.max_comment_chars = 65000
+        self.enabled_pr = False
+        self.enabled_issue = False
+        self.temp_comments = []
+        self.pr = None
+        self.git_files = []
+        self.file_contents = {}
+        self.file_diffs = {}
+        self.sha = None
+        self.diff_files = []
+        self.incremental = IncrementalPR(False)
+        self.comments_list = []
+        self.unreviewed_files_set = dict()
+
+        if "pulls" in url:
+            self.pr_url = url
+            self.__set_repo_and_owner_from_pr()
+            self.enabled_pr = True
+            self.pr = self.repo_api.get_pull_request(
+                owner=self.owner,
+                repo=self.repo,
+                pr_number=self.pr_number
+            )
+            self.git_files = self.repo_api.get_change_file_pull_request(
+                owner=self.owner,
+                repo=self.repo,
+                pr_number=self.pr_number
+            )
+            # Optional ignore with user custom
+            self.git_files = filter_ignored(self.git_files, platform="gitea")
+
+            self.sha = self.pr.head.sha if self.pr.head.sha else ""
+            self.__add_file_content()
+            self.__add_file_diff()
+            self.pr_commits = self.repo_api.list_all_commits(
+                owner=self.owner,
+                repo=self.repo
+            )
+            self.last_commit = self.pr_commits[-1]
+            self.base_sha = self.pr.base.sha if self.pr.base.sha else ""
+            self.base_ref = self.pr.base.ref if self.pr.base.ref else ""
+        elif "issues" in url:
+            self.issue_url = url
+            self.__set_repo_and_owner_from_issue()
+            self.enabled_issue = True
+        else:
+            self.pr_commits = None
+
+    def __add_file_content(self):
+        for file in self.git_files:
+            file_path = file.get("filename")
+            # Ignore file from default settings
+            if not is_valid_file(file_path):
+                continue
+
+            if file_path and self.sha:
+                try:
+                    content = self.repo_api.get_file_content(
+                        owner=self.owner,
+                        repo=self.repo,
+                        commit_sha=self.sha,
+                        filepath=file_path
+                    )
+                    self.file_contents[file_path] = content
+                except ApiException as e:
+                    self.logger.error(f"Error getting file content for {file_path}: {str(e)}")
+                    self.file_contents[file_path] = ""
+
+    def __add_file_diff(self):
+        try:
+            diff_contents = self.repo_api.get_pull_request_diff(
+                    owner=self.owner,
+                    repo=self.repo,
+                    pr_number=self.pr_number
+            )
+
+            lines = diff_contents.splitlines()
+            current_file = None
+            current_patch = []
+            file_patches = {}
+            for line in lines:
+                if line.startswith('diff --git'):
+                    if current_file and current_patch:
+                        file_patches[current_file] = '\n'.join(current_patch)
+                        current_patch = []
+                    current_file = line.split(' b/')[-1]
+                elif line.startswith('@@'):
+                    current_patch = [line]
+                elif current_patch:
+                    current_patch.append(line)
+
+            if current_file and current_patch:
+                file_patches[current_file] = '\n'.join(current_patch)
+
+            self.file_diffs = file_patches
+        except Exception as e:
+            self.logger.error(f"Error getting diff content: {str(e)}")
+
+    def _parse_pr_url(self, pr_url: str) -> Tuple[str, str, int]:
+        parsed_url = urlparse(pr_url)
+
+        if parsed_url.path.startswith('/api/v1'):
+            parsed_url = urlparse(pr_url.replace("/api/v1", ""))
+
+        path_parts = parsed_url.path.strip('/').split('/')
+        if len(path_parts) < 4 or path_parts[2] != 'pulls':
+            raise ValueError("The provided URL does not appear to be a Gitea PR URL")
+
+        try:
+            pr_number = int(path_parts[3])
+        except ValueError as e:
+            raise ValueError("Unable to convert PR number to integer") from e
+
+        owner = path_parts[0]
+        repo = path_parts[1]
+
+        return owner, repo, pr_number
+
+    def _parse_issue_url(self, issue_url: str) -> Tuple[str, str, int]:
+        parsed_url = urlparse(issue_url)
+
+        if parsed_url.path.startswith('/api/v1'):
+            parsed_url = urlparse(issue_url.replace("/api/v1", ""))
+
+        path_parts = parsed_url.path.strip('/').split('/')
+        if len(path_parts) < 4 or path_parts[2] != 'issues':
+            raise ValueError("The provided URL does not appear to be a Gitea issue URL")
+
+        try:
+            issue_number = int(path_parts[3])
+        except ValueError as e:
+            raise ValueError("Unable to convert issue number to integer") from e
+
+        owner = path_parts[0]
+        repo = path_parts[1]
+
+        return owner, repo, issue_number
+
+    def __set_repo_and_owner_from_pr(self):
+        """Extract owner and repo from the PR URL"""
+        try:
+            owner, repo, pr_number = self._parse_pr_url(self.pr_url)
+            self.owner = owner
+            self.repo = repo
+            self.pr_number = pr_number
+            self.logger.info(f"Owner: {self.owner}, Repo: {self.repo}, PR Number: {self.pr_number}")
+        except ValueError as e:
+            self.logger.error(f"Error parsing PR URL: {str(e)}")
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {str(e)}")
+
+    def __set_repo_and_owner_from_issue(self):
+        """Extract owner and repo from the issue URL"""
+        try:
+            owner, repo, issue_number = self._parse_issue_url(self.issue_url)
+            self.owner = owner
+            self.repo = repo
+            self.issue_number = issue_number
+            self.logger.info(f"Owner: {self.owner}, Repo: {self.repo}, Issue Number: {self.issue_number}")
+        except ValueError as e:
+            self.logger.error(f"Error parsing issue URL: {str(e)}")
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {str(e)}")
+
+    def get_pr_url(self) -> str:
+        return self.pr_url
+
+    def get_issue_url(self) -> str:
+        return self.issue_url
+
+    def publish_comment(self, comment: str,is_temporary: bool = False) -> None:
+        """Publish a comment to the pull request"""
+        if is_temporary and not get_settings().config.publish_output_progress:
+            get_logger().debug(f"Skipping publish_comment for temporary comment")
+            return None
+
+        if self.enabled_issue:
+            index = self.issue_number
+        elif self.enabled_pr:
+            index = self.pr_number
+        else:
+            self.logger.error("Neither PR nor issue URL provided.")
+            return None
+
+        comment = self.limit_output_characters(comment, self.max_comment_chars)
+        response = self.repo_api.create_comment(
+            owner=self.owner,
+            repo=self.repo,
+            index=index,
+            comment=comment
+        )
+
+        if not response:
+            self.logger.error("Failed to publish comment")
+            return None
+
+        if is_temporary:
+            self.temp_comments.append(comment)
+
+        comment_obj = {
+            "is_temporary": is_temporary,
+            "comment": comment,
+            "comment_id": response.id if isinstance(response, tuple) else response.id
+        }
+        self.comments_list.append(comment_obj)
+        self.logger.info("Comment published")
+        return comment_obj
+
+    def edit_comment(self, comment, body : str):
+        body = self.limit_output_characters(body, self.max_comment_chars)
+        try:
+            self.repo_api.edit_comment(
+                owner=self.owner,
+                repo=self.repo,
+                comment_id=comment.get("comment_id") if isinstance(comment, dict) else comment.id,
+                comment=body
+            )
+        except ApiException as e:
+            self.logger.error(f"Error editing comment: {e}")
+            return None
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {e}")
+            return None
+
+
+    def publish_inline_comment(self,body: str, relevant_file: str, relevant_line_in_file: str, original_suggestion=None):
+        """Publish an inline comment on a specific line"""
+        body = self.limit_output_characters(body, self.max_comment_chars)
+        position, absolute_position = find_line_number_of_relevant_line_in_file(self.diff_files,
+                                                                                relevant_file.strip('`'),
+                                                                                relevant_line_in_file,
+                                                                                )
+        if position == -1:
+            get_logger().info(f"Could not find position for {relevant_file} {relevant_line_in_file}")
+            subject_type = "FILE"
+        else:
+            subject_type = "LINE"
+
+        path = relevant_file.strip()
+        payload = dict(body=body, path=path, old_position=position,new_position = absolute_position) if subject_type == "LINE" else {}
+        self.publish_inline_comments([payload])
+
+
+    def publish_inline_comments(self, comments: List[Dict[str, Any]],body : str = "Inline comment") -> None:
+        response = self.repo_api.create_inline_comment(
+            owner=self.owner,
+            repo=self.repo,
+            pr_number=self.pr_number if self.enabled_pr else self.issue_number,
+            body=body,
+            commit_id=self.last_commit.sha if self.last_commit else "",
+            comments=comments
+        )
+
+        if not response:
+            self.logger.error("Failed to publish inline comment")
+            return None
+
+        self.logger.info("Inline comment published")
+
+    def publish_code_suggestions(self, suggestions: List[Dict[str, Any]]):
+        """Publish code suggestions"""
+        for suggestion in suggestions:
+            body = suggestion.get("body","")
+            if not body:
+                self.logger.error("No body provided for the suggestion")
+                continue
+
+            path = suggestion.get("relevant_file","")
+            new_position = suggestion.get("relevant_lines_start",0)
+            old_position = suggestion.get("relevant_lines_start",0) if "original_suggestion" not in suggestion else suggestion["original_suggestion"].get("relevant_lines_start",0)
+            title_body = suggestion["original_suggestion"].get("suggestion_content","") if "original_suggestion" in suggestion else ""
+            payload = dict(body=body, path=path, old_position=old_position,new_position = new_position)
+            if title_body:
+                title_body = f"**Suggestion:** {title_body}"
+                self.publish_inline_comments([payload],title_body)
+            else:
+                self.publish_inline_comments([payload])
+
+    def add_eyes_reaction(self, issue_comment_id: int, disable_eyes: bool = False) -> Optional[int]:
+        """Add eyes reaction to a comment"""
+        try:
+            if disable_eyes:
+                return None
+
+            comments = self.repo_api.list_all_comments(
+                owner=self.owner,
+                repo=self.repo,
+                index=self.pr_number if self.enabled_pr else self.issue_number
+            )
+
+            comment_ids = [comment.id for comment in comments]
+            if issue_comment_id not in comment_ids:
+                self.logger.error(f"Comment ID {issue_comment_id} not found. Available IDs: {comment_ids}")
+                return None
+
+            response = self.repo_api.add_reaction_comment(
+                owner=self.owner,
+                repo=self.repo,
+                comment_id=issue_comment_id,
+                reaction="eyes"
+            )
+
+            if not response:
+                self.logger.error("Failed to add eyes reaction")
+                return None
+
+            return response[0].id if isinstance(response, tuple) else response.id
+
+        except ApiException as e:
+            self.logger.error(f"Error adding eyes reaction: {e}")
+            return None
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {e}")
+            return None
+
+    def remove_reaction(self, comment_id: int) -> None:
+        """Remove reaction from a comment"""
+        try:
+            response = self.repo_api.remove_reaction_comment(
+                owner=self.owner,
+                repo=self.repo,
+                comment_id=comment_id
+            )
+            if not response:
+                self.logger.error("Failed to remove reaction")
+        except ApiException as e:
+            self.logger.error(f"Error removing reaction: {e}")
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {e}")
+
+    def get_commit_messages(self)-> str:
+        """Get commit messages for the PR"""
+        max_tokens = get_settings().get("CONFIG.MAX_COMMITS_TOKENS", None)
+        pr_commits = self.repo_api.get_pr_commits(
+            owner=self.owner,
+            repo=self.repo,
+            pr_number=self.pr_number
+        )
+
+        if not pr_commits:
+            self.logger.error("Failed to get commit messages")
+            return ""
+
+        try:
+            commit_messages = [commit["commit"]["message"] for commit in pr_commits if commit]
+
+            if not commit_messages:
+                self.logger.error("No commit messages found")
+                return ""
+
+            commit_message = "".join(commit_messages)
+            if max_tokens:
+                commit_message = clip_tokens(commit_message, max_tokens)
+
+            return commit_message
+        except Exception as e:
+            self.logger.error(f"Error processing commit messages: {str(e)}")
+            return ""
+
+    def _get_file_content_from_base(self, filename: str) -> str:
+        return self.repo_api.get_file_content(
+            owner=self.owner,
+            repo=self.base_ref,
+            commit_sha=self.base_sha,
+            filepath=filename
+        )
+
+    def _get_file_content_from_latest_commit(self, filename: str) -> str:
+        return self.repo_api.get_file_content(
+            owner=self.owner,
+            repo=self.base_ref,
+            commit_sha=self.last_commit.sha,
+            filepath=filename
+        )
+
+    def get_diff_files(self) -> List[FilePatchInfo]:
+        """Get files that were modified in the PR"""
+        if self.diff_files:
+            return self.diff_files
+
+        invalid_files_names = []
+        counter_valid = 0
+        diff_files = []
+        for file in self.git_files:
+            filename = file.get("filename")
+            if not filename:
+                continue
+
+            if not is_valid_file(filename):
+                invalid_files_names.append(filename)
+                continue
+
+            counter_valid += 1
+            avoid_load = False
+            patch = self.file_diffs.get(filename,"")
+            head_file = ""
+            base_file = ""
+
+            if counter_valid >= MAX_FILES_ALLOWED_FULL and patch and not self.incremental.is_incremental:
+                avoid_load = True
+                if counter_valid == MAX_FILES_ALLOWED_FULL:
+                    self.logger.info("Too many files in PR, will avoid loading full content for rest of files")
+
+            if avoid_load:
+                head_file = ""
+            else:
+                # Get file content from this pr
+                head_file = self.file_contents.get(filename,"")
+
+            if self.incremental.is_incremental and self.unreviewed_files_set:
+                base_file = self._get_file_content_from_latest_commit(filename)
+                self.unreviewed_files_set[filename] = patch
+            else:
+                if avoid_load:
+                    base_file = ""
+                else:
+                    base_file = self._get_file_content_from_base(filename)
+
+            num_plus_lines = file.get("additions",0)
+            num_minus_lines = file.get("deletions",0)
+            status = file.get("status","")
+
+            if status == 'added':
+                edit_type = EDIT_TYPE.ADDED
+            elif status == 'removed':
+                edit_type = EDIT_TYPE.DELETED
+            elif status == 'renamed':
+                edit_type = EDIT_TYPE.RENAMED
+            elif status == 'modified':
+                edit_type = EDIT_TYPE.MODIFIED
+            else:
+                self.logger.error(f"Unknown edit type: {status}")
+                edit_type = EDIT_TYPE.UNKNOWN
+
+            file_patch_info = FilePatchInfo(
+                base_file=base_file,
+                head_file=head_file,
+                patch=patch,
+                filename=filename,
+                num_minus_lines=num_minus_lines,
+                num_plus_lines=num_plus_lines,
+                edit_type=edit_type
+            )
+            diff_files.append(file_patch_info)
+
+        if invalid_files_names:
+            self.logger.info(f"Filtered out files with invalid extensions: {invalid_files_names}")
+
+        self.diff_files = diff_files
+        return diff_files
+
+    def get_line_link(self, relevant_file, relevant_line_start, relevant_line_end = None) -> str:
+        if relevant_line_start == -1:
+            link = f"{self.base_url}/{self.owner}/{self.repo}/src/branch/{self.get_pr_branch()}/{relevant_file}"
+        elif relevant_line_end:
+            link = f"{self.base_url}/{self.owner}/{self.repo}/src/branch/{self.get_pr_branch()}/{relevant_file}#L{relevant_line_start}-L{relevant_line_end}"
+        else:
+            link = f"{self.base_url}/{self.owner}/{self.repo}/src/branch/{self.get_pr_branch()}/{relevant_file}#L{relevant_line_start}"
+
+        self.logger.info(f"Generated link: {link}")
+        return link
+
+    def get_files(self) -> List[Dict[str, Any]]:
+        """Get all files in the PR"""
+        return [file.get("filename","") for file in self.git_files]
+
+    def get_num_of_files(self) -> int:
+        """Get number of files changed in the PR"""
+        return len(self.git_files)
+
+    def get_issue_comments(self) -> List[Dict[str, Any]]:
+        """Get all comments in the PR"""
+        index = self.issue_number if self.enabled_issue else self.pr_number
+        comments = self.repo_api.list_all_comments(
+            owner=self.owner,
+            repo=self.repo,
+            index=index
+        )
+        if not comments:
+            self.logger.error("Failed to get comments")
+            return []
+
+        return comments
+
+    def get_languages(self) -> Set[str]:
+        """Get programming languages used in the repository"""
+        languages = self.repo_api.get_languages(
+            owner=self.owner,
+            repo=self.repo
+        )
+
+        return languages
+
+    def get_pr_branch(self) -> str:
+        """Get the branch name of the PR"""
+        if not self.pr:
+            self.logger.error("Failed to get PR branch")
+            return ""
+        
+        if not self.pr.head:
+            self.logger.error("PR head not found")
+            return ""
+
+        return self.pr.head.ref if self.pr.head.ref else ""
+
+    def get_pr_description_full(self) -> str:
+        """Get full PR description with metadata"""
+        if not self.pr:
+            self.logger.error("Failed to get PR description")
+            return ""
+
+        return self.pr.body if self.pr.body else ""
+
+    def get_pr_labels(self,update=False) -> List[str]:
+        """Get labels assigned to the PR"""
+        if not update:
+            if not self.pr.labels:
+                self.logger.error("Failed to get PR labels")
+                return []
+            return [label.name for label in self.pr.labels]
+
+        labels = self.repo_api.get_issue_labels(
+            owner=self.owner,
+            repo=self.repo,
+            issue_number=self.pr_number
+        )
+        if not labels:
+            self.logger.error("Failed to get PR labels")
+            return []
+
+        return [label.name for label in labels]
+
+    def get_repo_settings(self) -> str:
+        """Get repository settings"""
+        if not self.repo_settings:
+            self.logger.error("Repository settings not found")
+            return ""
+
+        response = self.repo_api.get_file_content(
+            owner=self.owner,
+            repo=self.repo,
+            commit_sha=self.sha,
+            filepath=self.repo_settings
+        )
+        if not response:
+            self.logger.error("Failed to get repository settings")
+            return ""
+
+        return response
+
+    def get_user_id(self) -> str:
+        """Get the ID of the authenticated user"""
+        return f"{self.pr.user.id}" if self.pr else ""
+
+    def is_supported(self, capability) -> bool:
+        """Check if the provider is supported"""
+        return True
+
+    def publish_description(self, pr_title: str, pr_body: str) -> None:
+        """Publish PR description"""
+        response = self.repo_api.edit_pull_request(
+            owner=self.owner,
+            repo=self.repo,
+            pr_number=self.pr_number if self.enabled_pr else self.issue_number,
+            title=pr_title,
+            body=pr_body
+        )
+
+        if not response:
+            self.logger.error("Failed to publish PR description")
+            return None
+
+        self.logger.info("PR description published successfully")
+        if self.enabled_pr:
+            self.pr = self.repo_api.get_pull_request(
+                owner=self.owner,
+                repo=self.repo,
+                pr_number=self.pr_number
+            )
+
+    def publish_labels(self, labels: List[int]) -> None:
+        """Publish labels to the PR"""
+        if not labels:
+            self.logger.error("No labels provided to publish")
+            return None
+
+        response = self.repo_api.add_labels(
+            owner=self.owner,
+            repo=self.repo,
+            issue_number=self.pr_number if self.enabled_pr else self.issue_number,
+            labels=labels
+        )
+
+        if response:
+            self.logger.info("Labels added successfully")
+
+    def remove_comment(self, comment) -> None:
+        """Remove a specific comment"""
+        if not comment:
+            return
+
+        try:
+            comment_id = comment.get("comment_id") if isinstance(comment, dict) else comment.id
+            if not comment_id:
+                self.logger.error("Comment ID not found")
+                return None
+            self.repo_api.remove_comment(
+                owner=self.owner,
+                repo=self.repo,
+                comment_id=comment_id
+            )
+
+            if self.comments_list and comment in self.comments_list:
+                self.comments_list.remove(comment)
+
+            self.logger.info(f"Comment removed successfully: {comment}")
+        except ApiException as e:
+            self.logger.error(f"Error removing comment: {e}")
+            raise e
+
+    def remove_initial_comment(self) -> None:
+        """Remove the initial comment"""
+        for comment in self.comments_list:
+            try:
+                if not comment.get("is_temporary"):
+                    continue
+                self.remove_comment(comment)
+            except Exception as e:
+                self.logger.error(f"Error removing comment: {e}")
+                continue
+            self.logger.info(f"Removed initial comment: {comment.get('comment_id')}")
+
+
+class RepoApi(giteapy.RepositoryApi):
+    def __init__(self, client: giteapy.ApiClient):
+        self.repository = giteapy.RepositoryApi(client)
+        self.issue = giteapy.IssueApi(client)
+        self.logger = get_logger()
+        super().__init__(client)
+
+    def create_inline_comment(self, owner: str, repo: str, pr_number: int, body : str ,commit_id : str, comments: List[Dict[str, Any]]) -> None:
+        body = {
+            "body": body,
+            "comments": comments,
+            "commit_id": commit_id,
+        }
+        return self.api_client.call_api(
+            '/repos/{owner}/{repo}/pulls/{pr_number}/reviews',
+            'POST',
+            path_params={'owner': owner, 'repo': repo, 'pr_number': pr_number},
+            body=body,
+            response_type='Repository',
+            auth_settings=['AuthorizationHeaderToken']
+        )
+
+    def create_comment(self, owner: str, repo: str, index: int, comment: str):
+        body = {
+            "body": comment
+        }
+        return self.issue.issue_create_comment(
+            owner=owner,
+            repo=repo,
+            index=index,
+            body=body
+        )
+
+    def edit_comment(self, owner: str, repo: str, comment_id: int, comment: str):
+        body = {
+            "body": comment
+        }
+        return self.issue.issue_edit_comment(
+            owner=owner,
+            repo=repo,
+            id=comment_id,
+            body=body
+        )
+
+    def remove_comment(self, owner: str, repo: str, comment_id: int):
+        return self.issue.issue_delete_comment(
+            owner=owner,
+            repo=repo,
+            id=comment_id
+        )
+
+    def list_all_comments(self, owner: str, repo: str, index: int):
+        return self.issue.issue_get_comments(
+            owner=owner,
+            repo=repo,
+            index=index
+        )
+
+    def get_pull_request_diff(self, owner: str, repo: str, pr_number: int) -> str:
+        """Get the diff content of a pull request using direct API call"""
+        try:
+            token = self.api_client.configuration.api_key.get('Authorization', '').replace('token ', '')
+            url = f'/repos/{owner}/{repo}/pulls/{pr_number}.diff'
+            if token:
+                url = f'{url}?token={token}'
+
+            response = self.api_client.call_api(
+                url,
+                'GET',
+                path_params={},
+                response_type=None,
+                _return_http_data_only=False,
+                _preload_content=False
+            )
+
+            if hasattr(response, 'data'):
+                raw_data = response.data.read()
+                return raw_data.decode('utf-8')
+            elif isinstance(response, tuple):
+                raw_data = response[0].read()
+                return raw_data.decode('utf-8')
+            else:
+                error_msg = f"Unexpected response format received from API: {type(response)}"
+                self.logger.error(error_msg)
+                raise RuntimeError(error_msg)
+
+        except ApiException as e:
+            self.logger.error(f"Error getting diff: {str(e)}")
+            raise e
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {str(e)}")
+            raise e
+
+    def get_pull_request(self, owner: str, repo: str, pr_number: int):
+        """Get pull request details including description"""
+        return self.repository.repo_get_pull_request(
+            owner=owner,
+            repo=repo,
+            index=pr_number
+        )
+
+    def edit_pull_request(self, owner: str, repo: str, pr_number: int,title : str, body: str):
+        """Edit pull request description"""
+        body = {
+            "body": body,
+            "title" : title
+        }
+        return self.repository.repo_edit_pull_request(
+            owner=owner,
+            repo=repo,
+            index=pr_number,
+            body=body
+        )
+
+    def get_change_file_pull_request(self, owner: str, repo: str, pr_number: int):
+        """Get changed files in the pull request"""
+        try:
+            token = self.api_client.configuration.api_key.get('Authorization', '').replace('token ', '')
+            url = f'/repos/{owner}/{repo}/pulls/{pr_number}/files'
+            if token:
+                url = f'{url}?token={token}'
+
+            response = self.api_client.call_api(
+                url,
+                'GET',
+                path_params={},
+                response_type=None,
+                _return_http_data_only=False,
+                _preload_content=False
+            )
+
+            if hasattr(response, 'data'):
+                raw_data = response.data.read()
+                diff_content = raw_data.decode('utf-8')
+                return json.loads(diff_content) if isinstance(diff_content, str) else diff_content
+            elif isinstance(response, tuple):
+                raw_data = response[0].read()
+                diff_content = raw_data.decode('utf-8')
+                return json.loads(diff_content) if isinstance(diff_content, str) else diff_content
+
+            return []
+
+        except ApiException as e:
+            self.logger.error(f"Error getting changed files: {e}")
+            return []
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {e}")
+            return []
+
+    def get_languages(self, owner: str, repo: str):
+        """Get programming languages used in the repository"""
+        try:
+            token = self.api_client.configuration.api_key.get('Authorization', '').replace('token ', '')
+            url = f'/repos/{owner}/{repo}/languages'
+            if token:
+                url = f'{url}?token={token}'
+
+            response = self.api_client.call_api(
+                url,
+                'GET',
+                path_params={},
+                response_type=None,
+                _return_http_data_only=False,
+                _preload_content=False
+            )
+
+            if hasattr(response, 'data'):
+                raw_data = response.data.read()
+                return json.loads(raw_data.decode('utf-8'))
+            elif isinstance(response, tuple):
+                raw_data = response[0].read()
+                return json.loads(raw_data.decode('utf-8'))
+
+            return {}
+
+        except ApiException as e:
+            self.logger.error(f"Error getting languages: {e}")
+            return {}
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {e}")
+            return {}
+
+    def get_file_content(self, owner: str, repo: str, commit_sha: str, filepath: str) -> str:
+        """Get raw file content from a specific commit"""
+
+        try:
+            token = self.api_client.configuration.api_key.get('Authorization', '').replace('token ', '')
+            url = f'/repos/{owner}/{repo}/raw/{filepath}'
+            if token:
+                url = f'{url}?token={token}&ref={commit_sha}'
+
+            response = self.api_client.call_api(
+                url,
+                'GET',
+                path_params={},
+                response_type=None,
+                _return_http_data_only=False,
+                _preload_content=False
+            )
+
+            if hasattr(response, 'data'):
+                raw_data = response.data.read()
+                return raw_data.decode('utf-8')
+            elif isinstance(response, tuple):
+                raw_data = response[0].read()
+                return raw_data.decode('utf-8')
+
+            return ""
+
+        except ApiException as e:
+            self.logger.error(f"Error getting file: {filepath}, content: {e}")
+            return ""
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {e}")
+            return ""
+
+    def get_issue_labels(self, owner: str, repo: str, issue_number: int):
+        """Get labels assigned to the issue"""
+        return self.issue.issue_get_labels(
+            owner=owner,
+            repo=repo,
+            index=issue_number
+        )
+
+    def list_all_commits(self, owner: str, repo: str):
+        return self.repository.repo_get_all_commits(
+            owner=owner,
+            repo=repo
+        )
+
+    def add_reviewer(self, owner: str, repo: str, pr_number: int, reviewers: List[str]):
+        body = {
+            "reviewers": reviewers
+        }
+        return self.api_client.call_api(
+            '/repos/{owner}/{repo}/pulls/{pr_number}/requested_reviewers',
+            'POST',
+            path_params={'owner': owner, 'repo': repo, 'pr_number': pr_number},
+            body=body,
+            response_type='Repository',
+            auth_settings=['AuthorizationHeaderToken']
+        )
+
+    def add_reaction_comment(self, owner: str, repo: str, comment_id: int, reaction: str):
+        body = {
+            "content": reaction
+        }
+        return self.api_client.call_api(
+            '/repos/{owner}/{repo}/issues/comments/{id}/reactions',
+            'POST',
+            path_params={'owner': owner, 'repo': repo, 'id': comment_id},
+            body=body,
+            response_type='Repository',
+            auth_settings=['AuthorizationHeaderToken']
+        )
+
+    def remove_reaction_comment(self, owner: str, repo: str, comment_id: int):
+        return self.api_client.call_api(
+            '/repos/{owner}/{repo}/issues/comments/{id}/reactions',
+            'DELETE',
+            path_params={'owner': owner, 'repo': repo, 'id': comment_id},
+            response_type='Repository',
+            auth_settings=['AuthorizationHeaderToken']
+        )
+
+    def add_labels(self, owner: str, repo: str, issue_number: int, labels: List[int]):
+        body = {
+            "labels": labels
+        }
+        return self.issue.issue_add_label(
+            owner=owner,
+            repo=repo,
+            index=issue_number,
+            body=body
+        )
+
+    def get_pr_commits(self, owner: str, repo: str, pr_number: int):
+        """Get all commits in a pull request"""
+        try:
+            token = self.api_client.configuration.api_key.get('Authorization', '').replace('token ', '')
+            url = f'/repos/{owner}/{repo}/pulls/{pr_number}/commits'
+            if token:
+                url = f'{url}?token={token}'
+
+            response = self.api_client.call_api(
+                url,
+                'GET',
+                path_params={},
+                response_type=None,
+                _return_http_data_only=False,
+                _preload_content=False
+            )
+
+            if hasattr(response, 'data'):
+                raw_data = response.data.read()
+                commits_data = json.loads(raw_data.decode('utf-8'))
+                return commits_data
+            elif isinstance(response, tuple):
+                raw_data = response[0].read()
+                commits_data = json.loads(raw_data.decode('utf-8'))
+                return commits_data
+
+            return []
+
+        except ApiException as e:
+            self.logger.error(f"Error getting PR commits: {e}")
+            return []
+        except Exception as e:
+            self.logger.error(f"Unexpected error: {e}")
+            return []

pr_agent/git_providers/github_provider.py

@@ -96,7 +96,7 @@ class GithubProvider(GitProvider):
                 parsed_url = urlparse(given_url)
                 repo_path = (parsed_url.path.split('.git')[0])[1:] # /<owner>/<repo>.git -> <owner>/<repo>
             if not repo_path:
-                get_logger().error(f"url is neither an issues url nor a pr url nor a valid git url: {given_url}. Returning empty result.")
+                get_logger().error(f"url is neither an issues url nor a PR url nor a valid git url: {given_url}. Returning empty result.")
                 return ""
             return repo_path
         except Exception as e:

pr_agent/servers/gitea_app.py

@@ -0,0 +1,128 @@
+import asyncio
+import copy
+import os
+from typing import Any, Dict
+
+from fastapi import APIRouter, FastAPI, HTTPException, Request, Response
+from starlette.background import BackgroundTasks
+from starlette.middleware import Middleware
+from starlette_context import context
+from starlette_context.middleware import RawContextMiddleware
+
+from pr_agent.agent.pr_agent import PRAgent
+from pr_agent.config_loader import get_settings, global_settings
+from pr_agent.log import LoggingFormat, get_logger, setup_logger
+from pr_agent.servers.utils import verify_signature
+
+# Setup logging and router
+setup_logger(fmt=LoggingFormat.JSON, level=get_settings().get("CONFIG.LOG_LEVEL", "DEBUG"))
+router = APIRouter()
+
+@router.post("/api/v1/gitea_webhooks")
+async def handle_gitea_webhooks(background_tasks: BackgroundTasks, request: Request, response: Response):
+    """Handle incoming Gitea webhook requests"""
+    get_logger().debug("Received a Gitea webhook")
+
+    body = await get_body(request)
+
+    # Set context for the request
+    context["settings"] = copy.deepcopy(global_settings)
+    context["git_provider"] = {}
+
+    # Handle the webhook in background
+    background_tasks.add_task(handle_request, body, event=request.headers.get("X-Gitea-Event", None))
+    return {}
+
+async def get_body(request: Request):
+    """Parse and verify webhook request body"""
+    try:
+        body = await request.json()
+    except Exception as e:
+        get_logger().error("Error parsing request body", artifact={'error': e})
+        raise HTTPException(status_code=400, detail="Error parsing request body") from e
+
+
+    # Verify webhook signature
+    webhook_secret = getattr(get_settings().gitea, 'webhook_secret', None)
+    if webhook_secret:
+        body_bytes = await request.body()
+        signature_header = request.headers.get('x-gitea-signature', None)
+        if not signature_header:
+            get_logger().error("Missing signature header")
+            raise HTTPException(status_code=400, detail="Missing signature header")
+        
+        try:
+            verify_signature(body_bytes, webhook_secret, f"sha256={signature_header}")
+        except Exception as ex:
+            get_logger().error(f"Invalid signature: {ex}")
+            raise HTTPException(status_code=401, detail="Invalid signature")
+
+    return body
+
+async def handle_request(body: Dict[str, Any], event: str):
+    """Process Gitea webhook events"""
+    action = body.get("action")
+    if not action:
+        get_logger().debug("No action found in request body")
+        return {}
+
+    agent = PRAgent()
+
+    # Handle different event types
+    if event == "pull_request":
+        if action in ["opened", "reopened", "synchronized"]:
+            await handle_pr_event(body, event, action, agent)
+    elif event == "issue_comment":
+        if action == "created":
+            await handle_comment_event(body, event, action, agent)
+
+    return {}
+
+async def handle_pr_event(body: Dict[str, Any], event: str, action: str, agent: PRAgent):
+    """Handle pull request events"""
+    pr = body.get("pull_request", {})
+    if not pr:
+        return
+
+    api_url = pr.get("url")
+    if not api_url:
+        return
+
+    # Handle PR based on action
+    if action in ["opened", "reopened"]:
+        commands = get_settings().get("gitea.pr_commands", [])
+        for command in commands:
+            await agent.handle_request(api_url, command)
+    elif action == "synchronized":
+        # Handle push to PR
+        await agent.handle_request(api_url, "/review --incremental")
+
+async def handle_comment_event(body: Dict[str, Any], event: str, action: str, agent: PRAgent):
+    """Handle comment events"""
+    comment = body.get("comment", {})
+    if not comment:
+        return
+
+    comment_body = comment.get("body", "")
+    if not comment_body or not comment_body.startswith("/"):
+        return
+
+    pr_url = body.get("pull_request", {}).get("url")
+    if not pr_url:
+        return
+
+    await agent.handle_request(pr_url, comment_body)
+
+# FastAPI app setup
+middleware = [Middleware(RawContextMiddleware)]
+app = FastAPI(middleware=middleware)
+app.include_router(router)
+
+def start():
+    """Start the Gitea webhook server"""
+    port = int(os.environ.get("PORT", "3000"))
+    import uvicorn
+    uvicorn.run(app, host="0.0.0.0", port=port)
+
+if __name__ == "__main__":
+    start()

pr_agent/settings/.secrets_template.toml

@@ -68,6 +68,11 @@ webhook_secret = "<WEBHOOK SECRET>"  # Optional, may be commented out.
 personal_access_token = ""
 shared_secret = ""  # webhook secret
 
+[gitea]
+# Gitea personal access token
+personal_access_token=""
+webhook_secret="" # webhook secret
+
 [bitbucket]
 # For Bitbucket authentication
 auth_type = "bearer"  # "bearer" or "basic"
@@ -112,3 +117,8 @@ api_base = ""  # Your Azure OpenAI service base URL (e.g., https://openai.xyz.co
 [openrouter]
 key = ""
 api_base = ""
+
+[aws]
+AWS_ACCESS_KEY_ID = ""
+AWS_SECRET_ACCESS_KEY = ""
+AWS_REGION_NAME = ""

pr_agent/settings/configuration.toml

@@ -64,6 +64,7 @@ reasoning_effort = "medium" # "low", "medium", "high"
 enable_auto_approval=false # Set to true to enable auto-approval of PRs under certain conditions
 auto_approve_for_low_review_effort=-1 # -1 to disable, [1-5] to set the threshold for auto-approval
 auto_approve_for_no_suggestions=false # If true, the PR will be auto-approved if there are no suggestions
+ensure_ticket_compliance=false # Set to true to disable auto-approval of PRs if the ticket is not compliant
 # extended thinking for Claude reasoning models
 enable_claude_extended_thinking = false # Set to true to enable extended thinking feature
 extended_thinking_budget_tokens = 2048
@@ -81,6 +82,7 @@ require_ticket_analysis_review=true
 # general options
 persistent_comment=true
 extra_instructions = ""
+num_max_findings = 3
 final_update_message = true
 # review labels
 enable_review_labels_security=true
@@ -102,6 +104,7 @@ enable_pr_type=true
 final_update_message = true
 enable_help_text=false
 enable_help_comment=true
+enable_pr_diagram=false # adds a section with a diagram of the PR changes
 # describe as comment
 publish_description_as_comment=false
 publish_description_as_comment_persistent=true
@@ -278,6 +281,15 @@ push_commands = [
     "/review",
 ]
 
+[gitea_app]
+url = "https://gitea.com"
+handle_push_trigger = false
+pr_commands = [
+    "/describe",
+    "/review",
+    "/improve",
+]
+
 [bitbucket_app]
 pr_commands = [
     "/describe --pr_description.final_update_message=false",

pr_agent/settings/pr_description_prompts.toml

@@ -46,6 +46,9 @@ class PRDescription(BaseModel):
     type: List[PRType] = Field(description="one or more types that describe the PR content. Return the label member value (e.g. 'Bug fix', not 'bug_fix')")
     description: str = Field(description="summarize the PR changes in up to four bullet points, each up to 8 words. For large PRs, add sub-bullets if needed. Order bullets by importance, with each bullet highlighting a key change group.")
     title: str = Field(description="a concise and descriptive title that captures the PR's main theme")
+{%- if enable_pr_diagram %}
+    changes_diagram: str = Field(description="a horizontal diagram that represents the main PR changes, in the format of a valid mermaid LR flowchart. The diagram should be concise and easy to read. Leave empty if no diagram is relevant. To create robust Mermaid diagrams, follow this two-step process: (1) Declare the nodes: nodeID["node description"]. (2) Then define the links: nodeID1 -- "link text" --> nodeID2 ")
+{%- endif %}
 {%- if enable_semantic_files_types %}
     pr_files: List[FileDescription] = Field(max_items=20, description="a list of all the files that were changed in the PR, and summary of their changes. Each file must be analyzed regardless of change size.")
 {%- endif %}
@@ -62,6 +65,13 @@ description: |
   ...
 title: |
   ...
+{%- if enable_pr_diagram %}
+  changes_diagram: |
+    ```mermaid
+    flowchart LR
+      ...
+    ```
+{%- endif %}
 {%- if enable_semantic_files_types %}
 pr_files:
 - filename: |
@@ -143,6 +153,13 @@ description: |
   ...
 title: |
   ...
+{%- if enable_pr_diagram %}
+  changes_diagram: |
+    ```mermaid
+    flowchart LR
+      ...
+    ```
+{%- endif %}
 {%- if enable_semantic_files_types %}
 pr_files:
 - filename: |

pr_agent/settings/pr_reviewer_prompts.toml

@@ -98,7 +98,7 @@ class Review(BaseModel):
 {%- if question_str %}
     insights_from_user_answers: str = Field(description="shortly summarize the insights you gained from the user's answers to the questions")
 {%- endif %}
-    key_issues_to_review: List[KeyIssuesComponentLink] = Field("A short and diverse list (0-3 issues) of high-priority bugs, problems or performance concerns introduced in the PR code, which the PR reviewer should further focus on and validate during the review process.")
+    key_issues_to_review: List[KeyIssuesComponentLink] = Field("A short and diverse list (0-{{ num_max_findings }} issues) of high-priority bugs, problems or performance concerns introduced in the PR code, which the PR reviewer should further focus on and validate during the review process.")
 {%- if require_security_review %}
     security_concerns: str = Field(description="Does this PR code introduce possible vulnerabilities such as exposure of sensitive information (e.g., API keys, secrets, passwords), or security concerns like SQL injection, XSS, CSRF, and others ? Answer 'No' (without explaining why) if there are no possible issues. If there are security concerns or issues, start your answer with a short header, such as: 'Sensitive information exposure: ...', 'SQL injection: ...' etc. Explain your answer. Be specific and give examples if possible")
 {%- endif %}

pr_agent/tools/pr_description.py

@@ -72,7 +72,8 @@ class PRDescription:
             "enable_semantic_files_types": get_settings().pr_description.enable_semantic_files_types,
             "related_tickets": "",
             "include_file_summary_changes": len(self.git_provider.get_diff_files()) <= self.COLLAPSIBLE_FILE_LIST_THRESHOLD,
-            'duplicate_prompt_examples': get_settings().config.get('duplicate_prompt_examples', False),
+            "duplicate_prompt_examples": get_settings().config.get("duplicate_prompt_examples", False),
+            "enable_pr_diagram": get_settings().pr_description.get("enable_pr_diagram", False),
         }
 
         self.user_description = self.git_provider.get_user_description()
@@ -199,7 +200,7 @@ class PRDescription:
 
     async def _prepare_prediction(self, model: str) -> None:
         if get_settings().pr_description.use_description_markers and 'pr_agent:' not in self.user_description:
-            get_logger().info("Markers were enabled, but user description does not contain markers. skipping AI prediction")
+            get_logger().info("Markers were enabled, but user description does not contain markers. Skipping AI prediction")
             return None
 
         large_pr_handling = get_settings().pr_description.enable_large_pr_handling and "pr_description_only_files_prompts" in get_settings()
@@ -456,6 +457,12 @@ class PRDescription:
             self.data['labels'] = self.data.pop('labels')
         if 'description' in self.data:
             self.data['description'] = self.data.pop('description')
+        if 'changes_diagram' in self.data:
+            changes_diagram = self.data.pop('changes_diagram').strip()
+            if changes_diagram.startswith('```'):
+                if not changes_diagram.endswith('```'):  # fallback for missing closing
+                    changes_diagram += '\n```'
+                self.data['changes_diagram'] = '\n'+ changes_diagram
         if 'pr_files' in self.data:
             self.data['pr_files'] = self.data.pop('pr_files')
 
@@ -707,7 +714,7 @@ class PRDescription:
             pr_body += """</tr></tbody></table>"""
 
         except Exception as e:
-            get_logger().error(f"Error processing pr files to markdown {self.pr_id}: {str(e)}")
+            get_logger().error(f"Error processing PR files to markdown {self.pr_id}: {str(e)}")
             pass
         return pr_body, pr_comments
 

pr_agent/tools/pr_reviewer.py

@@ -81,6 +81,7 @@ class PRReviewer:
             "language": self.main_language,
             "diff": "",  # empty diff for initial calculation
             "num_pr_files": self.git_provider.get_num_of_files(),
+            "num_max_findings": get_settings().pr_reviewer.num_max_findings,
             "require_score": get_settings().pr_reviewer.require_score_review,
             "require_tests": get_settings().pr_reviewer.require_tests_review,
             "require_estimate_effort_to_review": get_settings().pr_reviewer.require_estimate_effort_to_review,
@@ -316,7 +317,9 @@ class PRReviewer:
             get_logger().exception(f"Failed to remove previous review comment, error: {e}")
 
     def _can_run_incremental_review(self) -> bool:
-        """Checks if we can run incremental review according the various configurations and previous review"""
+        """
+        Checks if we can run incremental review according the various configurations and previous review.
+        """
         # checking if running is auto mode but there are no new commits
         if self.is_auto and not self.incremental.first_new_commit_sha:
             get_logger().info(f"Incremental review is enabled for {self.pr_url} but there are no new commits")

requirements.txt

@@ -1,5 +1,5 @@
 aiohttp==3.9.5
-anthropic>=0.48
+anthropic>=0.52.0
 #anthropic[vertex]==0.47.1
 atlassian-python-api==3.41.4
 azure-devops==7.1.0b3
@@ -13,7 +13,7 @@ google-cloud-aiplatform==1.38.0
 google-generativeai==0.8.3
 google-cloud-storage==2.10.0
 Jinja2==3.1.2
-litellm==1.69.3
+litellm==1.70.4
 loguru==0.7.2
 msrest==0.7.1
 openai>=1.55.3
@@ -31,6 +31,7 @@ gunicorn==22.0.0
 pytest-cov==5.0.0
 pydantic==2.8.2
 html2text==2024.2.26
+giteapy==1.0.8
 # Uncomment the following lines to enable the 'similar issue' tool
 # pinecone-client
 # pinecone-datasets @ git+https://github.com/mrT23/pinecone-datasets.git@main

tests/e2e_tests/langchain_ai_handler.py

@@ -0,0 +1,90 @@
+import asyncio
+import os
+import time
+from pr_agent.algo.ai_handlers.langchain_ai_handler import LangChainOpenAIHandler
+from pr_agent.config_loader import get_settings
+
+def check_settings():
+    print('Checking settings...')
+    settings = get_settings()
+    
+    # Check OpenAI settings
+    if not hasattr(settings, 'openai'):
+        print('OpenAI settings not found')
+        return False
+    
+    if not hasattr(settings.openai, 'key'):
+        print('OpenAI API key not found')
+        return False
+    
+    print('OpenAI API key found')
+    return True
+
+async def measure_performance(handler, num_requests=3):
+    print(f'\nRunning performance test with {num_requests} requests...')
+    start_time = time.time()
+    
+    # Create multiple requests
+    tasks = [
+        handler.chat_completion(
+            model='gpt-3.5-turbo',
+            system='You are a helpful assistant',
+            user=f'Test message {i}',
+            temperature=0.2
+        ) for i in range(num_requests)
+    ]
+    
+    # Execute requests concurrently
+    responses = await asyncio.gather(*tasks)
+    
+    end_time = time.time()
+    total_time = end_time - start_time
+    avg_time = total_time / num_requests
+    
+    print(f'Performance results:')
+    print(f'Total time: {total_time:.2f} seconds')
+    print(f'Average time per request: {avg_time:.2f} seconds')
+    print(f'Requests per second: {num_requests/total_time:.2f}')
+    
+    return responses
+
+async def test():
+    print('Starting test...')
+    
+    # Check settings first
+    if not check_settings():
+        print('Please set up your environment variables or configuration file')
+        print('Required: OPENAI_API_KEY')
+        return
+    
+    try:
+        handler = LangChainOpenAIHandler()
+        print('Handler created')
+        
+        # Basic functionality test
+        response = await handler.chat_completion(
+            model='gpt-3.5-turbo',
+            system='You are a helpful assistant',
+            user='Hello',
+            temperature=0.2,
+            img_path='test.jpg'
+        )
+        print('Response:', response)
+        
+        # Performance test
+        await measure_performance(handler)
+        
+    except Exception as e:
+        print('Error:', str(e))
+        print('Error type:', type(e))
+        print('Error details:', e.__dict__ if hasattr(e, '__dict__') else 'No additional details')
+
+if __name__ == '__main__':
+    print('Environment variables:')
+    print('OPENAI_API_KEY:', 'Set' if os.getenv('OPENAI_API_KEY') else 'Not set')
+    print('OPENAI_API_TYPE:', os.getenv('OPENAI_API_TYPE', 'Not set'))
+    print('OPENAI_API_BASE:', os.getenv('OPENAI_API_BASE', 'Not set'))
+    
+    asyncio.run(test()) 
+  
+    

tests/e2e_tests/test_gitea_app.py

@@ -0,0 +1,185 @@
+import os
+import time
+import requests
+from datetime import datetime
+
+from pr_agent.config_loader import get_settings
+from pr_agent.log import get_logger, setup_logger
+from tests.e2e_tests.e2e_utils import (FILE_PATH,
+                                     IMPROVE_START_WITH_REGEX_PATTERN,
+                                     NEW_FILE_CONTENT, NUM_MINUTES,
+                                     PR_HEADER_START_WITH, REVIEW_START_WITH)
+
+log_level = os.environ.get("LOG_LEVEL", "INFO")
+setup_logger(log_level)
+logger = get_logger()
+
+def test_e2e_run_gitea_app():
+    repo_name = 'pr-agent-tests'
+    owner = 'codiumai'
+    base_branch = "main"
+    new_branch = f"gitea_app_e2e_test-{datetime.now().strftime('%Y-%m-%d-%H-%M-%S')}"
+    get_settings().config.git_provider = "gitea"
+
+    headers = None
+    pr_number = None
+    
+    try:
+        gitea_url = get_settings().get("GITEA.URL", None)
+        gitea_token = get_settings().get("GITEA.TOKEN", None)
+        
+        if not gitea_url:
+            logger.error("GITEA.URL is not set in the configuration")
+            logger.info("Please set GITEA.URL in .env file or environment variables")
+            assert False, "GITEA.URL is not set in the configuration"
+        
+        if not gitea_token:
+            logger.error("GITEA.TOKEN is not set in the configuration")
+            logger.info("Please set GITEA.TOKEN in .env file or environment variables")
+            assert False, "GITEA.TOKEN is not set in the configuration"
+        
+        headers = {
+            'Authorization': f'token {gitea_token}',
+            'Content-Type': 'application/json',
+            'Accept': 'application/json'
+        }
+        
+        logger.info(f"Creating a new branch {new_branch} from {base_branch}")
+        
+        response = requests.get(
+            f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/branches/{base_branch}",
+            headers=headers
+        )
+        response.raise_for_status()
+        base_branch_data = response.json()
+        base_commit_sha = base_branch_data['commit']['id']
+        
+        branch_data = {
+            'ref': f"refs/heads/{new_branch}",
+            'sha': base_commit_sha
+        }
+        response = requests.post(
+            f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/git/refs",
+            headers=headers,
+            json=branch_data
+        )
+        response.raise_for_status()
+        
+        logger.info(f"Updating file {FILE_PATH} in branch {new_branch}")
+        
+        import base64
+        file_content_encoded = base64.b64encode(NEW_FILE_CONTENT.encode()).decode()
+        
+        try:
+            response = requests.get(
+                f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/contents/{FILE_PATH}?ref={new_branch}",
+                headers=headers
+            )
+            response.raise_for_status()
+            existing_file = response.json()
+            file_sha = existing_file.get('sha')
+            
+            file_data = {
+                'message': 'Update cli_pip.py',
+                'content': file_content_encoded,
+                'sha': file_sha,
+                'branch': new_branch
+            }
+        except:
+            file_data = {
+                'message': 'Add cli_pip.py',
+                'content': file_content_encoded,
+                'branch': new_branch
+            }
+        
+        response = requests.put(
+            f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/contents/{FILE_PATH}",
+            headers=headers,
+            json=file_data
+        )
+        response.raise_for_status()
+        
+        logger.info(f"Creating a pull request from {new_branch} to {base_branch}")
+        pr_data = {
+            'title': f'Test PR from {new_branch}',
+            'body': 'update cli_pip.py',
+            'head': new_branch,
+            'base': base_branch
+        }
+        response = requests.post(
+            f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/pulls",
+            headers=headers,
+            json=pr_data
+        )
+        response.raise_for_status()
+        pr = response.json()
+        pr_number = pr['number']
+        
+        for i in range(NUM_MINUTES):
+            logger.info(f"Waiting for the PR to get all the tool results...")
+            time.sleep(60)
+            
+            response = requests.get(
+                f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/issues/{pr_number}/comments",
+                headers=headers
+            )
+            response.raise_for_status()
+            comments = response.json()
+            
+            if len(comments) >= 5:
+                valid_review = False
+                for comment in comments:
+                    if comment['body'].startswith('## PR Reviewer Guide 🔍'):
+                        valid_review = True
+                        break
+                if valid_review:
+                    break
+                else:
+                    logger.error("REVIEW feedback is invalid")
+                    raise Exception("REVIEW feedback is invalid")
+            else:
+                logger.info(f"Waiting for the PR to get all the tool results. {i + 1} minute(s) passed")
+        else:
+            assert False, f"After {NUM_MINUTES} minutes, the PR did not get all the tool results"
+        
+        logger.info(f"Cleaning up: closing PR and deleting branch {new_branch}")
+        
+        close_data = {'state': 'closed'}
+        response = requests.patch(
+            f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/pulls/{pr_number}",
+            headers=headers,
+            json=close_data
+        )
+        response.raise_for_status()
+        
+        response = requests.delete(
+            f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/git/refs/heads/{new_branch}",
+            headers=headers
+        )
+        response.raise_for_status()
+        
+        logger.info(f"Succeeded in running e2e test for Gitea app on the PR")
+    except Exception as e:
+        logger.error(f"Failed to run e2e test for Gitea app: {e}")
+        raise
+    finally:
+        try:
+            if headers is None or gitea_url is None:
+                return
+                
+            if pr_number is not None:
+                requests.patch(
+                    f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/pulls/{pr_number}",
+                    headers=headers,
+                    json={'state': 'closed'}
+                )
+            
+            requests.delete(
+                f"{gitea_url}/api/v1/repos/{owner}/{repo_name}/git/refs/heads/{new_branch}",
+                headers=headers
+            )
+        except Exception as cleanup_error:
+            logger.error(f"Failed to clean up after test: {cleanup_error}")
+
+if __name__ == '__main__':
+    test_e2e_run_gitea_app() 

tests/unittest/test_clip_tokens.py

@@ -1,13 +1,302 @@
-
-# Generated by CodiumAI
-
 import pytest
-
+from unittest.mock import patch, MagicMock
 from pr_agent.algo.utils import clip_tokens
+from pr_agent.algo.token_handler import TokenEncoder
 
 
 class TestClipTokens:
-    def test_clip(self):
+    """Comprehensive test suite for the clip_tokens function."""
+
+    def test_empty_input_text(self):
+        """Test that empty input returns empty string."""
+        assert clip_tokens("", 10) == ""
+        assert clip_tokens(None, 10) is None
+
+    def test_text_under_token_limit(self):
+        """Test that text under the token limit is returned unchanged."""
+        text = "Short text"
+        max_tokens = 100
+        result = clip_tokens(text, max_tokens)
+        assert result == text
+
+    def test_text_exactly_at_token_limit(self):
+        """Test text that is exactly at the token limit."""
+        text = "This is exactly at the limit"
+        # Mock the token encoder to return exact limit
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 10  # Exactly 10 tokens
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, 10)
+            assert result == text
+
+    def test_text_over_token_limit_with_three_dots(self):
+        """Test text over token limit with three dots addition."""
+        text = "This is a longer text that should be clipped when it exceeds the token limit"
+        max_tokens = 5
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 20  # 20 tokens
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, max_tokens)
+            assert result.endswith("\n...(truncated)")
+            assert len(result) < len(text)
+
+    def test_text_over_token_limit_without_three_dots(self):
+        """Test text over token limit without three dots addition."""
+        text = "This is a longer text that should be clipped"
+        max_tokens = 5
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 20  # 20 tokens
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, max_tokens, add_three_dots=False)
+            assert not result.endswith("\n...(truncated)")
+            assert len(result) < len(text)
+
+    def test_negative_max_tokens(self):
+        """Test that negative max_tokens returns empty string."""
+        text = "Some text"
+        result = clip_tokens(text, -1)
+        assert result == ""
+
+        result = clip_tokens(text, -100)
+        assert result == ""
+
+    def test_zero_max_tokens(self):
+        """Test that zero max_tokens returns empty string."""
+        text = "Some text"
+        result = clip_tokens(text, 0)
+        assert result == ""
+
+    def test_delete_last_line_functionality(self):
+        """Test the delete_last_line parameter functionality."""
+        text = "Line 1\nLine 2\nLine 3\nLine 4"
+        max_tokens = 5
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 20  # 20 tokens
+            mock_encoder.return_value = mock_tokenizer
+
+            # Without delete_last_line
+            result_normal = clip_tokens(text, max_tokens, delete_last_line=False)
+
+            # With delete_last_line
+            result_deleted = clip_tokens(text, max_tokens, delete_last_line=True)
+
+            # The result with delete_last_line should be shorter or equal
+            assert len(result_deleted) <= len(result_normal)
+
+    def test_pre_computed_num_input_tokens(self):
+        """Test using pre-computed num_input_tokens parameter."""
+        text = "This is a test text"
+        max_tokens = 10
+        num_input_tokens = 15
+
+        # Should not call the encoder when num_input_tokens is provided
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_encoder.return_value = None  # Should not be called
+
+            result = clip_tokens(text, max_tokens, num_input_tokens=num_input_tokens)
+            assert result.endswith("\n...(truncated)")
+            mock_encoder.assert_not_called()
+
+    def test_pre_computed_tokens_under_limit(self):
+        """Test pre-computed tokens under the limit."""
+        text = "Short text"
+        max_tokens = 20
+        num_input_tokens = 5
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_encoder.return_value = None  # Should not be called
+
+            result = clip_tokens(text, max_tokens, num_input_tokens=num_input_tokens)
+            assert result == text
+            mock_encoder.assert_not_called()
+
+    def test_special_characters_and_unicode(self):
+        """Test text with special characters and Unicode content."""
+        text = "Special chars: @#$%^&*()_+ áéíóú 中문 🚀 emoji"
+        max_tokens = 5
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 20  # 20 tokens
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, max_tokens)
+            assert isinstance(result, str)
+            assert len(result) < len(text)
+
+    def test_multiline_text_handling(self):
+        """Test handling of multiline text."""
+        text = "Line 1\nLine 2\nLine 3\nLine 4\nLine 5"
+        max_tokens = 5
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 20  # 20 tokens
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, max_tokens)
+            assert isinstance(result, str)
+
+    def test_very_long_text(self):
+        """Test with very long text."""
+        text = "A" * 10000  # Very long text
+        max_tokens = 10
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 5000  # Many tokens
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, max_tokens)
+            assert len(result) < len(text)
+            assert result.endswith("\n...(truncated)")
+
+    def test_encoder_exception_handling(self):
+        """Test handling of encoder exceptions."""
+        text = "Test text"
+        max_tokens = 10
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_encoder.side_effect = Exception("Encoder error")
+
+            # Should return original text when encoder fails
+            result = clip_tokens(text, max_tokens)
+            assert result == text
+
+    def test_zero_division_scenario(self):
+        """Test scenario that could lead to division by zero."""
+        text = "Test"
+        max_tokens = 10
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = []  # Empty tokens (could cause division by zero)
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, max_tokens)
+            # Should handle gracefully and return original text
+            assert result == text
+
+    def test_various_edge_cases(self):
+        """Test various edge cases."""
+        # Single character
+        assert clip_tokens("A", 1000) == "A"
+
+        # Only whitespace
+        text = "   \n  \t  "
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 10
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, 5)
+            assert isinstance(result, str)
+
+        # Text with only newlines
+        text = "\n\n\n\n"
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 10
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, 2, delete_last_line=True)
+            assert isinstance(result, str)
+
+    def test_parameter_combinations(self):
+        """Test different parameter combinations."""
+        text = "Multi\nline\ntext\nfor\ntesting"
+        max_tokens = 5
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 20
+            mock_encoder.return_value = mock_tokenizer
+
+            # Test all combinations
+            combinations = [
+                (True, True),   # add_three_dots=True, delete_last_line=True
+                (True, False),  # add_three_dots=True, delete_last_line=False
+                (False, True),  # add_three_dots=False, delete_last_line=True
+                (False, False), # add_three_dots=False, delete_last_line=False
+            ]
+
+            for add_dots, delete_line in combinations:
+                result = clip_tokens(text, max_tokens,
+                                     add_three_dots=add_dots,
+                                     delete_last_line=delete_line)
+                assert isinstance(result, str)
+                if add_dots and len(result) > 0:
+                    assert result.endswith("\n...(truncated)") or result == text
+
+    def test_num_output_chars_zero_scenario(self):
+        """Test scenario where num_output_chars becomes zero or negative."""
+        text = "Short"
+        max_tokens = 1
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 1000  # Many tokens for short text
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, max_tokens)
+            # When num_output_chars is 0 or negative, should return empty string
+            assert result == ""
+
+    def test_logging_on_exception(self):
+        """Test that exceptions are properly logged."""
+        text = "Test text"
+        max_tokens = 10
+
+        # Patch the logger at the module level where it's imported
+        with patch('pr_agent.algo.utils.get_logger') as mock_logger:
+            mock_log_instance = MagicMock()
+            mock_logger.return_value = mock_log_instance
+
+            with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+                mock_encoder.side_effect = Exception("Test exception")
+
+                result = clip_tokens(text, max_tokens)
+
+                # Should log the warning
+                mock_log_instance.warning.assert_called_once()
+                # Should return original text
+                assert result == text
+
+    def test_factor_safety_calculation(self):
+        """Test that the 0.9 factor (10% reduction) works correctly."""
+        text = "Test text that should be reduced by 10 percent for safety"
+        max_tokens = 10
+
+        with patch.object(TokenEncoder, 'get_token_encoder') as mock_encoder:
+            mock_tokenizer = MagicMock()
+            mock_tokenizer.encode.return_value = [1] * 20  # 20 tokens
+            mock_encoder.return_value = mock_tokenizer
+
+            result = clip_tokens(text, max_tokens)
+
+            # The result should be shorter due to the 0.9 factor
+            # Characters per token = len(text) / 20
+            # Expected chars = int(0.9 * (len(text) / 20) * 10)
+            expected_chars = int(0.9 * (len(text) / 20) * 10)
+
+            # Result should be around expected_chars length (plus truncation text)
+            if result.endswith("\n...(truncated)"):
+                actual_content = result[:-len("\n...(truncated)")]
+                assert len(actual_content) <= expected_chars + 5  # Some tolerance
+
+    # Test the original basic functionality to ensure backward compatibility
+    def test_clip_original_functionality(self):
+        """Test original functionality from the existing test."""
         text = "line1\nline2\nline3\nline4\nline5\nline6"
         max_tokens = 25
         result = clip_tokens(text, max_tokens)

tests/unittest/test_convert_to_markdown.py

@@ -1,4 +1,7 @@
 # Generated by CodiumAI
+import textwrap
+from unittest.mock import Mock
+
 from pr_agent.algo.utils import PRReviewHeader, convert_to_markdown_v2
 from pr_agent.tools.pr_description import insert_br_after_x_chars
 
@@ -49,8 +52,173 @@ class TestConvertToMarkdown:
             'estimated_effort_to_review_[1-5]': '1, because the changes are minimal and straightforward, focusing on a single functionality addition.\n',
             'relevant_tests': 'No\n', 'possible_issues': 'No\n', 'security_concerns': 'No\n'}}
         
+        expected_output = textwrap.dedent(f"""\
+            {PRReviewHeader.REGULAR.value} 🔍
 
-        expected_output = f'{PRReviewHeader.REGULAR.value} 🔍\n\nHere are some key observations to aid the review process:\n\n<table>\n<tr><td>⏱️&nbsp;<strong>Estimated effort to review</strong>: 1 🔵⚪⚪⚪⚪</td></tr>\n<tr><td>🧪&nbsp;<strong>No relevant tests</strong></td></tr>\n<tr><td>&nbsp;<strong>Possible issues</strong>: No\n</td></tr>\n<tr><td>🔒&nbsp;<strong>No security concerns identified</strong></td></tr>\n</table>'
+            Here are some key observations to aid the review process:
+
+            <table>
+            <tr><td>⏱️&nbsp;<strong>Estimated effort to review</strong>: 1 🔵⚪⚪⚪⚪</td></tr>
+            <tr><td>🧪&nbsp;<strong>No relevant tests</strong></td></tr>
+            <tr><td>&nbsp;<strong>Possible issues</strong>: No
+            </td></tr>
+            <tr><td>🔒&nbsp;<strong>No security concerns identified</strong></td></tr>
+            </table>
+        """)
+
+        assert convert_to_markdown_v2(input_data).strip() == expected_output.strip()
+    
+    def test_simple_dictionary_input_without_gfm_supported(self):
+        input_data = {'review': {
+            'estimated_effort_to_review_[1-5]': '1, because the changes are minimal and straightforward, focusing on a single functionality addition.\n',
+            'relevant_tests': 'No\n', 'possible_issues': 'No\n', 'security_concerns': 'No\n'}}
+        
+        expected_output = textwrap.dedent("""\
+            ## PR Reviewer Guide 🔍
+
+            Here are some key observations to aid the review process:
+
+            ### ⏱️ Estimated effort to review: 1 🔵⚪⚪⚪⚪
+
+            ### 🧪 No relevant tests
+
+            ###  Possible issues: No
+
+
+            ### 🔒 No security concerns identified
+        """)
+
+        assert convert_to_markdown_v2(input_data, gfm_supported=False).strip() == expected_output.strip()
+    
+    def test_key_issues_to_review(self):
+        input_data = {'review': {
+            'key_issues_to_review': [
+                {
+                    'relevant_file' : 'src/utils.py',
+                    'issue_header' : 'Code Smell',
+                    'issue_content' : 'The function is too long and complex.',
+                    'start_line': 30,
+                    'end_line': 50,
+                }
+            ]
+        }}
+        mock_git_provider = Mock()
+        reference_link = 'https://github.com/qodo/pr-agent/pull/1/files#diff-hashvalue-R174' 
+        mock_git_provider.get_line_link.return_value = reference_link
+
+        expected_output = textwrap.dedent(f"""\
+            ## PR Reviewer Guide 🔍
+                                          
+            Here are some key observations to aid the review process:
+                                          
+            <table>
+            <tr><td>⚡&nbsp;<strong>Recommended focus areas for review</strong><br><br>
+                                                                                    
+            <a href='{reference_link}'><strong>Code Smell</strong></a><br>The function is too long and complex.
+                                          
+            </td></tr>
+            </table>
+        """)
+        
+        assert convert_to_markdown_v2(input_data, git_provider=mock_git_provider).strip() == expected_output.strip()
+        mock_git_provider.get_line_link.assert_called_with('src/utils.py', 30, 50)
+    
+    def test_ticket_compliance(self):
+        input_data = {'review': {
+            'ticket_compliance_check': [
+                {
+                    'ticket_url': 'https://example.com/ticket/123',
+                    'ticket_requirements': '- Requirement 1\n- Requirement 2\n', 
+                    'fully_compliant_requirements': '- Requirement 1\n- Requirement 2\n', 
+                    'not_compliant_requirements': '',
+                    'requires_further_human_verification': '',
+                }
+            ]
+        }}
+        
+        expected_output = textwrap.dedent("""\
+            ## PR Reviewer Guide 🔍
+            
+            Here are some key observations to aid the review process:
+                                          
+            <table>
+            <tr><td>
+                                          
+            **🎫 Ticket compliance analysis ✅**
+                                          
+                                          
+                                          
+            **[123](https://example.com/ticket/123) - Fully compliant**
+                                          
+            Compliant requirements:
+                                          
+            - Requirement 1
+            - Requirement 2
+                                          
+                                          
+                                          
+            </td></tr>
+            </table>
+        """)
+
+        assert convert_to_markdown_v2(input_data).strip() == expected_output.strip()
+
+    def test_can_be_split(self):
+        input_data = {'review': {
+            'can_be_split': [
+                {
+                    'relevant_files': [
+                        'src/file1.py',
+                        'src/file2.py'
+                    ],
+                    'title': 'Refactoring',
+                },
+                {
+                    'relevant_files': [
+                        'src/file3.py'
+                    ],
+                    'title': 'Bug Fix',
+                }
+             ]
+            }
+        }
+
+        expected_output = textwrap.dedent("""\
+            ## PR Reviewer Guide 🔍
+                                          
+            Here are some key observations to aid the review process:
+
+            <table>
+            <tr><td>🔀 <strong>Multiple PR themes</strong><br><br>
+                                          
+            <details><summary>
+            Sub-PR theme: <b>Refactoring</b></summary>
+                                          
+            ___
+                                          
+            Relevant files:
+                                          
+            - src/file1.py
+            - src/file2.py
+            ___
+                                          
+            </details>
+                                          
+            <details><summary>
+            Sub-PR theme: <b>Bug Fix</b></summary>
+                                          
+            ___
+                                          
+            Relevant files:
+                                          
+            - src/file3.py
+            ___
+                                          
+            </details>
+                                          
+            </td></tr>
+            </table>
+        """)
 
         assert convert_to_markdown_v2(input_data).strip() == expected_output.strip()
 

tests/unittest/test_fix_json_escape_char.py

@@ -0,0 +1,21 @@
+from pr_agent.algo.utils import fix_json_escape_char
+
+
+class TestFixJsonEscapeChar:
+    def test_valid_json(self):
+        """Return unchanged when input JSON is already valid"""
+        text = '{"a": 1, "b": "ok"}'
+        expected_output = {"a": 1, "b": "ok"}
+        assert fix_json_escape_char(text) == expected_output
+
+    def test_single_control_char(self):
+        """Remove a single ASCII control-character"""
+        text = '{"msg": "hel\x01lo"}'
+        expected_output = {"msg": "hel lo"}
+        assert fix_json_escape_char(text) == expected_output
+
+    def test_multiple_control_chars(self):
+        """Remove multiple control-characters recursively"""
+        text = '{"x": "A\x02B\x03C"}'
+        expected_output = {"x": "A B C"}
+        assert fix_json_escape_char(text) == expected_output

tests/unittest/test_get_max_tokens.py

@@ -0,0 +1,67 @@
+import pytest
+from pr_agent.algo.utils import get_max_tokens, MAX_TOKENS
+import pr_agent.algo.utils as utils
+
+class TestGetMaxTokens:
+
+    # Test if the file is in MAX_TOKENS
+    def test_model_max_tokens(self, monkeypatch):
+        fake_settings = type('', (), {
+            'config': type('', (), {
+                'custom_model_max_tokens': 0,
+                'max_model_tokens': 0
+            })()
+        })()
+
+        monkeypatch.setattr(utils, "get_settings", lambda: fake_settings)
+
+        model = "gpt-3.5-turbo"
+        expected = MAX_TOKENS[model]
+
+        assert get_max_tokens(model) == expected
+
+    # Test situations where the model is not registered and exists as a custom model
+    def test_model_has_custom(self, monkeypatch):
+        fake_settings = type('', (), {
+            'config': type('', (), {
+                'custom_model_max_tokens': 5000,
+                'max_model_tokens': 0  # 제한 없음
+            })()
+        })()
+
+        monkeypatch.setattr(utils, "get_settings", lambda: fake_settings)
+
+        model = "custom-model"
+        expected = 5000
+
+        assert get_max_tokens(model) == expected
+
+    def test_model_not_max_tokens_and_not_has_custom(self, monkeypatch):
+        fake_settings = type('', (), {
+            'config': type('', (), {
+                'custom_model_max_tokens': 0,
+                'max_model_tokens': 0
+            })()
+        })()
+
+        monkeypatch.setattr(utils, "get_settings", lambda: fake_settings)
+
+        model = "custom-model"
+
+        with pytest.raises(Exception):
+            get_max_tokens(model)
+
+    def test_model_max_tokens_with__limit(self, monkeypatch):
+        fake_settings = type('', (), {
+            'config': type('', (), {
+                'custom_model_max_tokens': 0,
+                'max_model_tokens': 10000
+            })()
+        })()
+
+        monkeypatch.setattr(utils, "get_settings", lambda: fake_settings)
+
+        model = "gpt-3.5-turbo"  # this model setting is 160000
+        expected = 10000
+
+        assert get_max_tokens(model) == expected

tests/unittest/test_gitea_provider.py

@@ -0,0 +1,126 @@
+# from unittest.mock import MagicMock, patch
+#
+# import pytest
+#
+# from pr_agent.algo.types import EDIT_TYPE
+# from pr_agent.git_providers.gitea_provider import GiteaProvider
+#
+#
+# class TestGiteaProvider:
+#     """Unit-tests for GiteaProvider following project style (explicit object construction, minimal patching)."""
+#
+#     def _provider(self):
+#         """Create provider instance with patched settings and avoid real HTTP calls."""
+#         with patch('pr_agent.git_providers.gitea_provider.get_settings') as mock_get_settings, \
+#                 patch('requests.get') as mock_get:
+#             settings = MagicMock()
+#             settings.get.side_effect = lambda k, d=None: {
+#                 'GITEA.URL': 'https://gitea.example.com',
+#                 'GITEA.PERSONAL_ACCESS_TOKEN': 'test-token'
+#             }.get(k, d)
+#             mock_get_settings.return_value = settings
+#             # Stub the PR fetch triggered during provider initialization
+#             pr_resp = MagicMock()
+#             pr_resp.json.return_value = {
+#                 'title': 'stub',
+#                 'body': 'stub',
+#                 'head': {'ref': 'main'},
+#                 'user': {'id': 1}
+#             }
+#             pr_resp.raise_for_status = MagicMock()
+#             mock_get.return_value = pr_resp
+#             return GiteaProvider('https://gitea.example.com/owner/repo/pulls/123')
+#
+#     # ---------------- URL parsing ----------------
+#     def test_parse_pr_url_valid(self):
+#         owner, repo, pr_num = self._provider()._parse_pr_url('https://gitea.example.com/owner/repo/pulls/123')
+#         assert (owner, repo, pr_num) == ('owner', 'repo', '123')
+#
+#     def test_parse_pr_url_invalid(self):
+#         with pytest.raises(ValueError):
+#             GiteaProvider._parse_pr_url('https://gitea.example.com/owner/repo')
+#
+#     # ---------------- simple getters ----------------
+#     def test_get_files(self):
+#         provider = self._provider()
+#         mock_resp = MagicMock()
+#         mock_resp.json.return_value = [{'filename': 'a.txt'}, {'filename': 'b.txt'}]
+#         mock_resp.raise_for_status = MagicMock()
+#         with patch('requests.get', return_value=mock_resp) as mock_get:
+#             assert provider.get_files() == ['a.txt', 'b.txt']
+#             mock_get.assert_called_once()
+#
+#     def test_get_diff_files(self):
+#         provider = self._provider()
+#         mock_resp = MagicMock()
+#         mock_resp.json.return_value = [
+#             {'filename': 'f1', 'previous_filename': 'old_f1', 'status': 'renamed', 'patch': ''},
+#             {'filename': 'f2', 'status': 'added', 'patch': ''},
+#             {'filename': 'f3', 'status': 'deleted', 'patch': ''},
+#             {'filename': 'f4', 'status': 'modified', 'patch': ''}
+#         ]
+#         mock_resp.raise_for_status = MagicMock()
+#         with patch('requests.get', return_value=mock_resp):
+#             res = provider.get_diff_files()
+#             assert [f.edit_type for f in res] == [EDIT_TYPE.RENAMED, EDIT_TYPE.ADDED, EDIT_TYPE.DELETED,
+#                                                   EDIT_TYPE.MODIFIED]
+#
+#     # ---------------- publishing methods ----------------
+#     def test_publish_description(self):
+#         provider = self._provider()
+#         mock_resp = MagicMock();
+#         mock_resp.raise_for_status = MagicMock()
+#         with patch('requests.patch', return_value=mock_resp) as mock_patch:
+#             provider.publish_description('t', 'b');
+#             mock_patch.assert_called_once()
+#
+#     def test_publish_comment(self):
+#         provider = self._provider()
+#         mock_resp = MagicMock();
+#         mock_resp.raise_for_status = MagicMock()
+#         with patch('requests.post', return_value=mock_resp) as mock_post:
+#             provider.publish_comment('c');
+#             mock_post.assert_called_once()
+#
+#     def test_publish_inline_comment(self):
+#         provider = self._provider()
+#         mock_resp = MagicMock();
+#         mock_resp.raise_for_status = MagicMock()
+#         with patch('requests.post', return_value=mock_resp) as mock_post:
+#             provider.publish_inline_comment('body', 'file', '10');
+#             mock_post.assert_called_once()
+#
+#     # ---------------- labels & reactions ----------------
+#     def test_get_pr_labels(self):
+#         provider = self._provider()
+#         mock_resp = MagicMock();
+#         mock_resp.raise_for_status = MagicMock();
+#         mock_resp.json.return_value = [{'name': 'l1'}]
+#         with patch('requests.get', return_value=mock_resp):
+#             assert provider.get_pr_labels() == ['l1']
+#
+#     def test_add_eyes_reaction(self):
+#         provider = self._provider()
+#         mock_resp = MagicMock();
+#         mock_resp.raise_for_status = MagicMock();
+#         mock_resp.json.return_value = {'id': 7}
+#         with patch('requests.post', return_value=mock_resp):
+#             assert provider.add_eyes_reaction(1) == 7
+#
+#     # ---------------- commit messages & url helpers ----------------
+#     def test_get_commit_messages(self):
+#         provider = self._provider()
+#         mock_resp = MagicMock();
+#         mock_resp.raise_for_status = MagicMock()
+#         mock_resp.json.return_value = [
+#             {'commit': {'message': 'm1'}}, {'commit': {'message': 'm2'}}]
+#         with patch('requests.get', return_value=mock_resp):
+#             assert provider.get_commit_messages() == ['m1', 'm2']
+#
+#     def test_git_url_helpers(self):
+#         provider = self._provider()
+#         issues_url = 'https://gitea.example.com/owner/repo/pulls/3'
+#         assert provider.get_git_repo_url(issues_url) == 'https://gitea.example.com/owner/repo.git'
+#         prefix, suffix = provider.get_canonical_url_parts('https://gitea.example.com/owner/repo.git', 'dev')
+#         assert prefix == 'https://gitea.example.com/owner/repo/src/branch/dev'
+#         assert suffix == ''

tests/unittest/test_language_handler.py

@@ -79,13 +79,14 @@ class TestSortFilesByMainLanguages:
         files = [
             type('', (object,), {'filename': 'file1.py'})(),
             type('', (object,), {'filename': 'file2.java'})(),
-            type('', (object,), {'filename': 'file3.cpp'})()
+            type('', (object,), {'filename': 'file3.cpp'})(),
+            type('', (object,), {'filename': 'file3.test'})()
         ]
         expected_output = [
             {'language': 'Python', 'files': [files[0]]},
             {'language': 'Java', 'files': [files[1]]},
             {'language': 'C++', 'files': [files[2]]},
-            {'language': 'Other', 'files': []}
+            {'language': 'Other', 'files': [files[3]]}
         ]
         assert sort_files_by_main_languages(languages, files) == expected_output
 

tests/unittest/test_try_fix_yaml.py

@@ -32,11 +32,6 @@ age: 35
         expected_output = {'name': 'John Smith', 'age': 35}
         assert try_fix_yaml(review_text) == expected_output
 
-    # The function removes the last line(s) of the YAML string and successfully parses the YAML string.
-    def test_remove_last_line(self):
-        review_text = "key: value\nextra invalid line\n"
-        expected_output = {"key": "value"}
-        assert try_fix_yaml(review_text) == expected_output
 
     # The YAML string is empty.
     def test_empty_yaml_fixed(self):
@@ -58,12 +53,12 @@ code_suggestions:
 - relevant_file: |
     src/index2.ts
   label: |
-    enhancment
+    enhancement
 ```
 
 We can further improve the code by using the `const` keyword instead of `var` in the `src/index.ts` file.
 '''
-        expected_output = {'code_suggestions': [{'relevant_file': 'src/index.ts\n', 'label': 'best practice\n'}, {'relevant_file': 'src/index2.ts\n', 'label': 'enhancment'}]}
+        expected_output = {'code_suggestions': [{'relevant_file': 'src/index.ts\n', 'label': 'best practice\n'}, {'relevant_file': 'src/index2.ts\n', 'label': 'enhancement'}]}
 
         assert try_fix_yaml(review_text, first_key='code_suggestions', last_key='label') == expected_output
 
@@ -81,10 +76,178 @@ code_suggestions:
 - relevant_file: |
     src/index2.ts
   label: |
-    enhancment
+    enhancement
 ```
 
 We can further improve the code by using the `const` keyword instead of `var` in the `src/index.ts` file.
 '''
-        expected_output = {'code_suggestions': [{'relevant_file': 'src/index.ts\n', 'label': 'best practice\n'}, {'relevant_file': 'src/index2.ts\n', 'label': 'enhancment'}]}
+        expected_output = {'code_suggestions': [{'relevant_file': 'src/index.ts\n', 'label': 'best practice\n'}, {'relevant_file': 'src/index2.ts\n', 'label': 'enhancement'}]}
         assert try_fix_yaml(review_text, first_key='code_suggestions', last_key='label') == expected_output
+
+
+    def test_with_brackets_yaml_content(self):
+        review_text = '''\
+{
+code_suggestions:
+- relevant_file: |
+    src/index.ts
+  label: |
+    best practice
+
+- relevant_file: |
+    src/index2.ts
+  label: |
+    enhancement
+}
+'''
+        expected_output = {'code_suggestions': [{'relevant_file': 'src/index.ts\n', 'label': 'best practice\n'}, {'relevant_file': 'src/index2.ts\n', 'label': 'enhancement'}]}
+        assert try_fix_yaml(review_text, first_key='code_suggestions', last_key='label') == expected_output
+
+    def test_tab_indent_yaml(self):
+        review_text = '''\
+code_suggestions:
+- relevant_file: |
+    src/index.ts
+  label: |
+\tbest practice
+
+- relevant_file: |
+    src/index2.ts
+  label: |
+    enhancement
+'''
+        expected_output = {'code_suggestions': [{'relevant_file': 'src/index.ts\n', 'label': 'best practice\n'}, {'relevant_file': 'src/index2.ts\n', 'label': 'enhancement\n'}]}
+        assert try_fix_yaml(review_text, first_key='code_suggestions', last_key='label') == expected_output
+
+
+    def test_leading_plus_mark_code(self):
+        review_text = '''\
+code_suggestions:
+- relevant_file: |
+    src/index.ts
+  label: |
+    best practice
+  existing_code: |
++   var router = createBrowserRouter([
+  improved_code: |
++   const router = createBrowserRouter([
+'''
+        expected_output = {'code_suggestions': [{
+            'relevant_file': 'src/index.ts\n',
+            'label': 'best practice\n',
+            'existing_code': 'var router = createBrowserRouter([\n',
+            'improved_code': 'const router = createBrowserRouter([\n'
+        }]}
+        assert try_fix_yaml(review_text, first_key='code_suggestions', last_key='improved_code') == expected_output
+
+
+    def test_inconsistent_indentation_in_block_scalar_yaml(self):
+        """
+            This test case represents a situation where the AI outputs the opening '{' with 5 spaces
+            (resulting in an inferred indent level of 5), while the closing '}' is output with only 4 spaces.
+            This inconsistency makes it impossible for the YAML parser to automatically determine the correct
+            indent level, causing a parsing failure.
+
+            The root cause may be the LLM miscounting spaces or misunderstanding the active block scalar context
+            while generating YAML output.
+        """
+
+        review_text = '''\
+code_suggestions:
+- relevant_file: |
+    tsconfig.json
+  existing_code: |
+     {
+        "key1": "value1",
+        "key2": {
+          "subkey": "value"
+         }
+    }
+'''
+        expected_json = '''\
+ {
+    "key1": "value1",
+    "key2": {
+      "subkey": "value"
+     }
+}
+'''
+        expected_output = {
+            'code_suggestions': [{
+                'relevant_file': 'tsconfig.json\n',
+                'existing_code': expected_json
+            }]
+        }
+        assert try_fix_yaml(review_text, first_key='code_suggestions', last_key='existing_code') == expected_output
+
+
+    def test_inconsistent_and_insufficient_indentation_in_block_scalar_yaml(self):
+        """
+            This test case reproduces a YAML parsing failure where the block scalar content
+            generated by the AI includes inconsistent and insufficient indentation levels.
+
+            The root cause may be the LLM miscounting spaces or misunderstanding the active block scalar context
+            while generating YAML output.
+        """
+
+        review_text = '''\
+code_suggestions:
+- relevant_file: |
+    tsconfig.json
+  existing_code: |
+    {
+      "key1": "value1",
+      "key2": {
+        "subkey": "value"
+      }
+  }
+'''
+        expected_json = '''\
+{
+  "key1": "value1",
+  "key2": {
+    "subkey": "value"
+  }
+}
+'''
+        expected_output = {
+            'code_suggestions': [{
+                'relevant_file': 'tsconfig.json\n',
+                'existing_code': expected_json
+            }]
+        }
+        assert try_fix_yaml(review_text, first_key='code_suggestions', last_key='existing_code') == expected_output
+
+
+    def test_wrong_indentation_code_block_scalar(self):
+        review_text = '''\
+code_suggestions:
+- relevant_file: |
+    a.c
+  existing_code: |
+  int sum(int a, int b) {
+    return a + b;
+  }
+
+  int sub(int a, int b) {
+    return a - b;
+  }
+'''
+        expected_code_block = '''\
+int sum(int a, int b) {
+  return a + b;
+}
+
+int sub(int a, int b) {
+  return a - b;
+}
+'''
+        expected_output = {
+            "code_suggestions": [
+                {
+                    "relevant_file": "a.c\n",
+                    "existing_code": expected_code_block
+                }
+            ]
+        }
+        assert try_fix_yaml(review_text, first_key='code_suggestions', last_key='existing_code') == expected_output