### What problem does this PR solve?
Hi there!
LocalAI added support of rerank models
https://localai.io/features/reranker/
I've implemented LocalAIRerank class (typically copied it from
OpenAI_APIRerank class).
Also, LocalAI model response with 500 error code if len of "documents"
is less than 2 in similarity check.
So I've added the second "document" on RERANK model connection check in
`api/apps/llm_app.py`.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
1. Remove unused code.
2. Move some codes from settings to constants
### Type of change
- [x] Refactoring
---------
Signed-off-by: jinhai <haijin.chn@gmail.com>
Bumps [cross-spawn](https://github.com/moxystudio/node-cross-spawn) from
7.0.3 to 7.0.5.
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/moxystudio/node-cross-spawn/blob/master/CHANGELOG.md">cross-spawn's
changelog</a>.</em></p>
<blockquote>
<h3><a
href="https://github.com/moxystudio/node-cross-spawn/compare/v7.0.4...v7.0.5">7.0.5</a>
(2024-11-07)</h3>
<h3>Bug Fixes</h3>
<ul>
<li>fix escaping bug introduced by backtracking (<a
href="640d391fde">640d391</a>)</li>
</ul>
<h3><a
href="https://github.com/moxystudio/node-cross-spawn/compare/v7.0.3...v7.0.4">7.0.4</a>
(2024-11-07)</h3>
<h3>Bug Fixes</h3>
<ul>
<li>disable regexp backtracking (<a
href="https://redirect.github.com/moxystudio/node-cross-spawn/issues/160">#160</a>)
(<a
href="5ff3a07d9a">5ff3a07</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="085268352d"><code>0852683</code></a>
chore(release): 7.0.5</li>
<li><a
href="640d391fde"><code>640d391</code></a>
fix: fix escaping bug introduced by backtracking</li>
<li><a
href="bff0c87c8b"><code>bff0c87</code></a>
chore: remove codecov</li>
<li><a
href="a7c6abc6fe"><code>a7c6abc</code></a>
chore: replace travis with github workflows</li>
<li><a
href="9b9246e096"><code>9b9246e</code></a>
chore(release): 7.0.4</li>
<li><a
href="5ff3a07d9a"><code>5ff3a07</code></a>
fix: disable regexp backtracking (<a
href="https://redirect.github.com/moxystudio/node-cross-spawn/issues/160">#160</a>)</li>
<li><a
href="9521e2da94"><code>9521e2d</code></a>
chore: fix tests in recent node js versions</li>
<li><a
href="97ded399e9"><code>97ded39</code></a>
chore: convert package lock</li>
<li><a
href="d52b6b9da4"><code>d52b6b9</code></a>
chore: remove unused argument (<a
href="https://redirect.github.com/moxystudio/node-cross-spawn/issues/156">#156</a>)</li>
<li><a
href="5d843849e1"><code>5d84384</code></a>
chore: add travis jobs on ppc64le (<a
href="https://redirect.github.com/moxystudio/node-cross-spawn/issues/142">#142</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/moxystudio/node-cross-spawn/compare/v7.0.3...v7.0.5">compare
view</a></li>
</ul>
</details>
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### What problem does this PR solve?
1. Module init won't connect database any more.
2. Config in settings need to be used with settings.CONFIG_NAME
### Type of change
- [x] Refactoring
Signed-off-by: jinhai <haijin.chn@gmail.com>
### What problem does this PR solve?
feat: Translation test run form #3355
feat: Wrap QueryTable with Collapse #3355
feat: If the required fields are not filled in, the submit button will
be grayed out. #3355
feat: Add RunDrawer #3355
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Rework task executor heartbeat, and print in console.
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
### What problem does this PR solve?
_Briefly describe what this PR aims to solve. Include background context
that will help reviewers understand the purpose of the PR._
### Type of change
- [x] Refactoring
Signed-off-by: jinhai <haijin.chn@gmail.com>
### What problem does this PR solve?
Move the tiktoken of cl100k_base into docker image
issue: #3338
### Type of change
- [x] Refactoring
Signed-off-by: jinhai <haijin.chn@gmail.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
_Briefly describe what this PR aims to solve. Include background context
that will help reviewers understand the purpose of the PR._
### Type of change
- [x] Refactoring
---------
Signed-off-by: jinhai <haijin.chn@gmail.com>
### What problem does this PR solve?
Use consistent log file names, introduced initLogger
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [x] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
### What problem does this PR solve?
Print version when RAGFlow server startup
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Signed-off-by: jinhai <haijin.chn@gmail.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
This PR addresses the inconsistency in property naming within the
codebase by renaming the 'chat' property to 'chat_id' in the session.py
file. This change aims to align the naming convention with other parts
of the application that refer to chat identifiers as 'chat_id', thereby
improving code clarity and maintainability.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Added: Claude-3-5-sonnet-20241022 version.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
1. Validate the Python version should >= 3.11
2. Download nltk data
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
---------
Signed-off-by: jinhai <haijin.chn@gmail.com>
Co-authored-by: jinhai <haijin.chn@gmail.com>
Co-authored-by: Zhichang Yu <yuzhichang@gmail.com>
### What problem does this PR solve?
Added doc for switching elasticsearch to infinity
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- [x] Documentation Update
### What problem does this PR solve?
This pull request fixes the issue mentioned in
https://github.com/infiniflow/ragflow/issues/3263.
1. response should be parsed as dict, prevent the following code from
failing to take values:
ans = response["content"][0]["text"]
2. API Model ```claude-instant-1.2``` has retired (by
[model-deprecations](https://docs.anthropic.com/en/docs/resources/model-deprecations)),
it will trigger errors in the code, so I deleted it from the
conf/llm_factories.json file and updated the latest API Model
```claude-3-5-sonnet-20241022```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: chenhaodong <chenhaodong@ctrlvideo.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
feat: Add input parameter to begin operator #3355
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
When model’s group name contains 0-9，we can't find downloaded
model，because we do not correctly exstract model dir's name from model‘s
full name
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: 王志鹏 <zhipeng3.wang@midea.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
This pull request implements the feature mentioned in #3322.
Instead of manually having to edit the `service_conf.yaml` file when
changes have been made to `.env` and mapping it into the docker
container at runtime, a template file is used and the values replaced by
the environment variables from the `.env` file when the container is
started.
### Type of change
- [X] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
Co-authored-by: Zhichang Yu <yuzhichang@gmail.com>
### What problem does this PR solve?
Fix bugs in api.
Add simple examples for api.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: liuhua <10215101452@stu.ecun.edu.cn>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
The `launch_backend_service.sh` script enters infinite loops for both
the task executors and the backend server. When an error occurs in any
of these processes, the script continuously restarts them without
properly handling termination signals. This behavior causes the script
to even ignore interrupts, leading to persistent error messages and
making it difficult to exit the script gracefully.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### Explanation of Modifications
1. **Signal Trapping with `trap`:**
- The `trap cleanup SIGINT SIGTERM` line ensures that when a `SIGINT` or
`SIGTERM` signal is received, the cleanup function is invoked.
- The `cleanup` function sets the `STOP` flag to `true`, iterates
through all child process IDs stored in the `PIDS` array, and sends a
`kill` signal to each process to terminate them gracefully.
2. **Retry Limits:**
- Introduced a `MAX_RETRIES` variable to limit the number of restart
attempts for both `task_executor.py` and `ragflow_server.py`
- The loops now check if the retry count has reached the maximum limit.
If so, they invoke the `cleanup` function to terminate all processes and
exit the script.
3. **Process Tracking with `PIDS` Array:**
- After launching each background process (`task_exe` and `run_server`),
their Process IDs (PIDs) are stored in the `PIDS` array.
- This allows the `cleanup` function to terminate all child processes
effectively when needed.
4. **Graceful Shutdown:**
- When the `cleanup` function is called, it iterates over all child PIDs
and sends a termination signal (`kill`) to each, ensuring that all
subprocesses are stopped before the script exits.
5. **Logging Enhancements:**
- Added `echo` statements to provide clearer logs about the state of
each process, including attempts, successes, failures, and retries.
6. **Exit on Successful Completion:**
- If `ragflow_server.py` or a `task_executor.py` process exits with a
success code (0), the loop breaks, preventing unnecessary retries.
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
fix: Cannot copy and paste text on agent page #3356
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
