### What problem does this PR solve?
1. Remove unused code
2. Fix type mismatch, in nlp search and infinity search interface
3. Fix chunk list, get all chunks of this user.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: jinhai <haijin.chn@gmail.com>
### What problem does this PR solve?
_Choosing Laws Chunk Method results in an error when parsing a document.
The error is caused by a missing import in the `laws.py` file._
```
Traceback (most recent call last):
File "/ragflow/rag/svr/task_executor.py", line 445, in handle_task
do_handle_task(task)
File "/ragflow/rag/svr/task_executor.py", line 384, in do_handle_task
cks = build(r)
^^^^^^^^
File "/ragflow/rag/svr/task_executor.py", line 196, in build
cks = chunker.chunk(row["name"], binary=binary, from_page=row["from_page"],
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/ragflow/rag/app/laws.py", line 161, in chunk
for txt, poss in pdf_parser(filename if not binary else binary,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/ragflow/rag/app/laws.py", line 124, in __call__
logging.debug("layouts:".format(
^^^^^^^
NameError: name 'logging' is not defined. Did you forget to import 'logging'
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
Co-authored-by: Michal Masrna <m.marna1@gmail.com>
### What problem does this PR solve?
Changed requirement to python 3.10.
Changed image base to Ubuntu 22.04 since it contains python 3.10.
### Type of change
- [x] Refactoring
Add api for sessions and add max_tokens for tenant_llm (#3472)
### What problem does this PR solve?
Add api for sessions and add max_tokens for tenant_llm
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: liuhua <10215101452@stu.ecun.edu.cn>
### 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] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: jinhai <haijin.chn@gmail.com>
fix(rag): fix error in viewing document chunk and cannot start task_executor server (#3481)
### What problem does this PR solve?
1. Fix error in viewing document chunk

<img width="1677" alt="Pasted Graphic"
src="https://github.com/user-attachments/assets/acd84cde-f38c-4190-b135-5e5139ae2613">
Viewing document chunk details in a BeartypeCallHintParamViolation
error.
Traceback (most recent call last):
File "ragflow/.venv/lib/python3.12/site-packages/flask/app.py", line
880, in full_dispatch_request
rv = self.dispatch_request()
^^^^^^^^^^^^^^^^^^^^^^^
File "ragflow/.venv/lib/python3.12/site-packages/flask/app.py", line
865, in dispatch_request
return self.ensure_sync(self.view_functions[rule.endpoint])(**view_args)
# type: ignore[no-any-return]
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "ragflow/.venv/lib/python3.12/site-packages/flask_login/utils.py",
line 290, in decorated_view
return current_app.ensure_sync(func)(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "ragflow/api/apps/chunk_app.py", line 311, in knowledge_graph
sres = settings.retrievaler.search(req, search.index_name(tenant_id),
kb_ids)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "<@beartype(rag.nlp.search.Dealer.search) at 0x3381fd800>", line
39, in search
beartype.roar.BeartypeCallHintParamViolation: Method
rag.nlp.search.Dealer.search() parameter
idx_names='ragflow_0e1e67f431d711ef98fc00155d29195d' violates type hint
list[str], as str 'ragflow_0e1e67f431d711ef98fc00155d29195d' not
instance of list.
2024-11-19 11:30:29,817 ERROR 91013 Method
rag.nlp.search.Dealer.search() parameter
idx_names='ragflow_0e1e67f431d711ef98fc00155d29195d' violates type hint
list[str], as str 'ragflow_0e1e67f431d711ef98fc00155d29195d' not
instance of list.
Traceback (most recent call last):
File "ragflow/api/apps/chunk_app.py", line 60, in list_chunk
sres = settings.retrievaler.search(query, search.index_name(tenant_id),
kb_ids, highlight=True)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "<@beartype(rag.nlp.search.Dealer.search) at 0x3381fd800>", line
39, in search
beartype.roar.BeartypeCallHintParamViolation: Method
rag.nlp.search.Dealer.search() parameter
idx_names='ragflow_0e1e67f431d711ef98fc00155d29195d' violates type hint
list[str], as str 'ragflow_0e1e67f431d711ef98fc00155d29195d' not
instance of list.
because in nlp/search.py,the idx_names is only list

<img width="1098" alt="Pasted Graphic 2"
src="https://github.com/user-attachments/assets/4998cb1e-94bc-470b-b2f4-41ecb5b08f8a">
but the DocStoreConnection.search method accept list or str
<img width="1175" alt="Pasted Graphic 3"
src="https://github.com/user-attachments/assets/ee918b4a-87a5-42c9-a6d2-d0db0884b875">

and his implements also list and str
es_conn.py

<img width="1121" alt="Pasted Graphic 4"
src="https://github.com/user-attachments/assets/3e6dc030-0a0d-416c-8fd4-0b4cfd576f8c">
infinity_conn.py

<img width="1221" alt="Pasted Graphic 5"
src="https://github.com/user-attachments/assets/44edac2b-6b81-45b0-a3fc-cb1c63219015">
2. Fix cannot star task_executor server with Unresolved reference
'Mapping'
<img width="1283" alt="Pasted Graphic 6"
src="https://github.com/user-attachments/assets/421f17b8-d0a5-46d3-bc4d-d05dc9dfc934">
### Type of change
- [X] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
Fix logs. Use dict.pop instead of del. Close #3473 (#3484)
### What problem does this PR solve?
Fix logs. Use dict.pop instead of del.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Introduced [beartype](https://github.com/beartype/beartype) for runtime
type-checking.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
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>
Move settings initialization after module init phase (#3438)
### 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?
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):
Move clk100k_base tokenizer to docker image (#3411)
### 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>
Use consistent log file names, introduced initLogger (#3403)
### 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):
Added doc for switching elasticsearch to infinity (#3370)
### 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?
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?
Integration with Infinity
- Replaced ELASTICSEARCH with dataStoreConn
- Renamed deleteByQuery with delete
- Renamed bulk to upsertBulk
- getHighlight, getAggregation
- Fix KGSearch.search
- Moved Dealer.sql_retrieval to es_conn.py
### Type of change
- [x] Refactoring
### What problem does this PR solve?
Replaced redis with Valkey. Close #3070
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [x] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
Kevin Hu
Jin Hai
Michal Masrna
Zhichang Yu
liuhua
Kung Quang
shizzgar
shijiefengjun
roc king
ksztone-huanggonghao