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# 基于向量化和大型语言模型的知识库与交互系统
各位见笑。我就是一菜鸡，下文如果说得不对的地方请指正，莫要见怪。
就目前而言，各类开源大语言模型最大的使用方向就是知识库、问答系统等垂直领域。
目前的解决方案有二：
## 1、模型外挂知识库，比如【闻达】。
优点：技术比较简单，实用性比较强。
缺点：受模型token限制，自然语言文本信息承载量也比较低，能处理的信息有限，难以整合大…
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I'm trying to set up a development environment locally, following the [Build on your own](https://github.com/zilliztech/VectorDBBench?tab=readme-ov-file#build-on-your-own) step, so I have cloned the r…
yorek updated
6 months ago
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Environment
```markdown
- Milvus version: latest
- Deployment mode(standalone or cluster): standalone
- MQ t…
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I'm not sure this is something we could enable dependabot for but we should periodically update the images we're using (qdrant, pgvector, etc.)
We could also choose to run a matrix style test if we…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Is your feature request related to a problem? Please describe.
Umbrella issue for clustering key optimiz…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Describe the bug
```
from langchain_milvus import Milvus
import phoenixdb
if __name__=="__main__":
pa…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Is your feature request related to a problem? Please describe.
By default, milvus components will use `funcuti…
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## Bug Report
**What version of Kubernetes are you using?**
```
Client Version: version.Info{Major:"1", Minor:"20", GitVersion:"v1.20.0", GitCommit:"af46c47ce925f4c4ad5cc8d1fca46c7b77d13b38", G…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Describe the bug
When the value of "max_capacity" is one of [[], 'a', (), -1, 4097], an error will be reported…