### 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):
[Bug]: unnecessary auto-increment calculations in the tokens statistics of the chat model (#2969)
### What problem does this PR solve?
the details is shown in
https://github.com/infiniflow/ragflow/issues/2968
### Type of change
- [X] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
make titles in markdown not be splited with following content (#2971)
### What problem does this PR solve?
#2970
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
[Bug]: When use OpenAI chat model , raise ERROR: 'CompletionUsage' object has no attribute 'get' #2948 (#2949)
[Bug]: When use OpenAI chat model , raise ERROR: 'CompletionUsage'
object has no attribute 'get' #2948
### What problem does this PR solve?
the detail of this PR is shown at
https://github.com/infiniflow/ragflow/issues/2948
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
1. fix: mid map show error in knowledge graph, juse because
```@antv/g6```version changed
2. feat: concurrent threads configuration support in graph extractor
3. fix: used tokens update failed for tenant
4. feat: timeout configuration support for llm
5. fix: regex error in graph extractor
6. feat: qwen rerank(```gte-rerank```) support
7. fix: timeout deal in knowledge graph index process. Now chat by
stream output, also, it is configuratable.
8. feat: ```qwen-long``` model configuration
### 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: chongchuanbing <chongchuanbing@gmail.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
Resolves #2905 openai compatible model provider add llama.cpp rerank support (#2906)
### What problem does this PR solve?
Resolve #2905
due to the in-consistent of token size, I make it safe to limit 500 in
code, since there is no config param to control
my llama.cpp run set -ub to 1024:
${llama_path}/bin/llama-server --host 0.0.0.0 --port 9901 -ub 1024 -ngl
99 -m $gguf_file --reranking "$@"
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Here is my test Ragflow use llama.cpp
```
lot update_slots: id 0 | task 458 | prompt done, n_past = 416, n_tokens = 416
slot release: id 0 | task 458 | stop processing: n_past = 416, truncated = 0
slot launch_slot_: id 0 | task 459 | processing task
slot update_slots: id 0 | task 459 | tokenizing prompt, len = 2
slot update_slots: id 0 | task 459 | prompt tokenized, n_ctx_slot = 8192, n_keep = 0, n_prompt_tokens = 111
slot update_slots: id 0 | task 459 | kv cache rm [0, end)
slot update_slots: id 0 | task 459 | prompt processing progress, n_past = 111, n_tokens = 111, progress = 1.000000
slot update_slots: id 0 | task 459 | prompt done, n_past = 111, n_tokens = 111
slot release: id 0 | task 459 | stop processing: n_past = 111, truncated = 0
srv update_slots: all slots are idle
request: POST /rerank 172.23.0.4 200
```
Fix keys of Xinference deployed models, especially has the same model name with public hosted models. (#2832)
### What problem does this PR solve?
Fix keys of Xinference deployed models, especially has the same model
name with public hosted models.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: 0000sir <0000sir@gmail.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
support api-version and change default-model in adding azure-openai and openai (#2799)
### What problem does this PR solve?
#2701#2712#2749
### 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: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
Adding a Bedrock API key for Claude Sonnet was broken. I find the issue
came up when trying to test the LLM configuration, the system is a
required parameter in boto3.
As well, there were problems in Bedrock implementation for embeddings
when trying to encode queries.
### Type of change
- [X] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Add get_txt function to reduce duplicate code
### Type of change
- [x] Refactoring
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
Fix logger error: AttributeError: 'Logger' object has no attribute
'basicConfig'
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Zhichang Yu
Kevin Hu
ksztone-huanggonghao
Yinquan WANG
chongchuanbing
Ziyu Huang
0000sir
JobSmithManipulation
lidp
Sky Blue
Jake Stride
Omar Leonardo Sanchez Granados
yqkcn