# Description
Closes#2642Closes#2637
# How Has This Been Tested?
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fix https://github.com/eosphoros-ai/DB-GPT/issues/2636
# Description
Currently, the reranker model is not used for knowledge base recalls, In
the recall test function, the CFG.RERANK_MODEL is always none
In chat scenarios, knowledge base recalls are also not rerankered
# How Has This Been Tested?
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- Add reranking support to improve the quality of retrieved chunks
- Implement RerankEmbeddingFactory and RerankEmbeddingsRanker
- Update RetrieverResource to use reranking when configured
- Modify retrieve method to apply reranking if needed
The logic for determining whether to use reranking and setting the `top_k` value now depends on the `app_config` instead of directly using `CFG.RERANK_MODEL` and `CFG.RERANK_TOP_K`. This change ensures that the application's specific configuration settings are respected.
Close#2595
# Description
fix hybrid memory milvus create collection bug
# How Has This Been Tested?
switch milvus for hybrid storage type.
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# Description
Closes#2607
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# Description
Support MCP authentication(SSE).
# How Has This Been Tested?
```python
from dbgpt.agent.resource import MCPToolPack
tools = MCPToolPack(
"http://127.0.0.1:8000/sse"
default_headers={"Authorization": "Bearer your_token"}
)
# Set the default headers for each server
tools2 = MCPToolPack(
"http://127.0.0.1:8000/sse"
headers = {
"http://127.0.0.1:8000/sse": {
"Authorization": "Bearer your_token"
}
}
)
```
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Website:
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modules
# Description
Please include a summary of the change and which issue is fixed. Please
also include relevant motivation and context. List any dependencies that
are required for this change.
This path fix some of typos using typos just an example
using tools https://github.com/crate-ci/typos
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