### What problem does this PR solve?
add supprot for lepton
#1853
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
Fix a "TypeError: expected string or buffer bug" in docx files extracted using Knowledge Graph.#1859 (#1865)
### What problem does this PR solve?
Fix a "TypeError: expected string or buffer bug" in docx files extracted
using Knowledge Graph. #1859
```
Traceback (most recent call last):
File "//Users/XXX/ragflow/rag/svr/task_executor.py", line 149, in build
cks = chunker.chunk(row["name"], binary=binary, from_page=row["from_page"],
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Users/XXX/ragflow/rag/app/knowledge_graph.py", line 18, in chunk
chunks = build_knowlege_graph_chunks(tenant_id, sections, callback,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Users/XXX/ragflow/graphrag/index.py", line 87, in build_knowlege_graph_chunks
tkn_cnt = num_tokens_from_string(chunks[i])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Users/XXX/github/ragflow/rag/utils/__init__.py", line 79, in num_tokens_from_string
num_tokens = len(encoder.encode(string))
^^^^^^^^^^^^^^^^^^^^^^
File "/Users/XXX/tiktoken/core.py", line 116, in encode
if match := _special_token_regex(disallowed_special).search(text):
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: expected string or buffer
```
This type is `Dict`
<img width="1689" alt="Pasted Graphic 3"
src="https://github.com/user-attachments/assets/e5ba5c45-df1d-4697-98c9-14365c839f20">
The correct type should be ` Str`
<img width="1725" alt="Pasted Graphic 2"
src="https://github.com/user-attachments/assets/e54d5e60-4ce4-4180-b394-24e485013534">
### 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):
### 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] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
### What problem does this PR solve?
#1848
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
### What problem does this PR solve?
add support for eml file parser
#1363
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
#1771 add supprot for OpenAI-API-Compatible
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
### What problem does this PR solve?
try to process the large file will throw a File size exceeds error
### Type of change
- [x] Refactoring
Co-authored-by: Theta Wang (ncu) <chunshan.connect@gmail.com>
### What problem does this PR solve?
fix jina module not find bug
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: Zhedong Cen <cenzhedong2@126.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] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: lijianyong <lijianyong@stepfun.com>
### What problem does this PR solve?
lower openai version in requirements.txt
### Type of change
- [x] Refactoring
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
fix: ERROR: 'CompletionUsage' object has no attribute 'get' (#1736)
### 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)
### What problem does this PR solve?
add support for LocalLLM
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
Fix: Embedding err when docx contains unsupported images (#1720)
### What problem does this PR solve?
Fix the problem of not being able to embedding when docx document
contains unsupported images.
### 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?
#1717 fix MiniMax chat bug
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
### What problem does this PR solve?
#1704
### 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?
fix embedding_model #1692
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Signed-off-by: seaver <zhudan187@qq.com>
refactor some llm api using openai api format (#1692)
### What problem does this PR solve?
refactor some llm api using openai api format
### Type of change
- [x] Refactoring
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
### What problem does this PR solve?
fix api reference empty bug
```
for chunk_i in answer['reference'].get('chunks',[]):
^^^^^^^^^^^^^^^^^^^^^^^
AttributeError: 'list' object has no attribute 'get'
```
```
return np.array([d["relevance_score"] for d in res["results"]]), res["meta"]["tokens"]["input_tokens"]+res["meta"]["tokens"]["output_tokens"]
~~~^^^^^^^^^^^
KeyError: 'results'
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
#1602
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
### What problem does this PR solve?
#1661#1660
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: lijianyong <lijianyong@stepfun.com>
### What problem does this PR solve?
fix Redis no such key #1614
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: seaver <zhudan187@qq.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
add support for NVIDIA llm
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
### What problem does this PR solve?
#1561
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
### What problem does this PR solve?
#762
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
### What problem does this PR solve?
#1353
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
'load llm infomation from a json file and add support for OpenRouter' (#1533)
### What problem does this PR solve?
#1467
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
fix the tokens error that occurred when adding the xinference model (#1527)
### What problem does this PR solve?
fix the tokens error that occurred when adding the xinference model
#1522
root@pc-gpu-86-41:~# curl -X 'POST' 'http://127.0.0.1:9997/v1/rerank' -H
'accept: application/json' -H 'Content-Type: application/json' -d '{
"model": "bge-reranker-v2-m3",
"query": "A man is eating pasta.",
"return_documents":"true",
"return_len":"true",
"documents": [
"A man is eating food.",
"A man is eating a piece of bread.",
"The girl is carrying a baby.",
"A man is riding a horse.",
"A woman is playing violin."
]
}'
{"id":"610a8724-3e96-11ef-81ce-08bfb886c012","results":[{"index":0,"relevance_score":0.999574601650238,"document":{"text":"A
man is eating
food."}},{"index":1,"relevance_score":0.07814773917198181,"document":{"text":"A
man is eating a piece of
bread."}},{"index":3,"relevance_score":0.000017700713215162978,"document":{"text":"A
man is riding a
horse."}},{"index":2,"relevance_score":0.0000163753629749408,"document":{"text":"The
girl is carrying a
baby."}},{"index":4,"relevance_score":0.00001631895975151565,"document":{"text":"A
woman is playing
violin."}}],"meta":{"api_version":null,"billed_units":null,"tokens":{"input_tokens":38,"output_tokens":38},"warnings":null}}
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
### What problem does this PR solve?
#1036
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
#1432#1447
This PR adds support for the GROQ LLM (Large Language Model).
Groq is an AI solutions company delivering ultra-low latency inference
with the first-ever LPU™ Inference Engine. The Groq API enables
developers to integrate state-of-the-art LLMs, such as Llama-2 and
llama3-70b-8192, into low latency applications with the request limits
specified below. Learn more at [groq.com](https://groq.com/).
Supported Models
| ID | Requests per Minute | Requests per Day | Tokens per Minute |
|----------------------|---------------------|------------------|-------------------|
| gemma-7b-it | 30 | 14,400 | 15,000 |
| gemma2-9b-it | 30 | 14,400 | 15,000 |
| llama3-70b-8192 | 30 | 14,400 | 6,000 |
| llama3-8b-8192 | 30 | 14,400 | 30,000 |
| mixtral-8x7b-32768 | 30 | 14,400 | 5,000 |
---------
Co-authored-by: paresh0628 <paresh.tuvoc@gmail.com>
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
support xinference rerank model
#1455
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
#1036
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
黄腾
Kung Quang
Wang
Kevin Hu
H
jianyongli
Wang Baoling
Yuhao Tsui
江不江
cHz
zhuhao
paresh2806