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你好,我的训练数据量级~10w,我做了以下两组实验:
1. embedding finetune 和 reranker finetune 用同一份数据,前者微调完成后比未微调的通用模型效果好,但后者微调后明显比微调前效果更差
2. 用finetuned embedding model采样难负样本后微调reranker,依旧比微调前效果差
上述两个实验中,reranker收敛正常,评测…
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### Is this your first time submitting a feature request?
- [X] I have searched the existing issues, and I could not find an existing issue for this feature
- [X] I am requesting a straightforward…
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Having support for pinecone can be really helpful is a cloud native vector database, and has one of the best performance
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### Is this your first time submitting a feature request?
- [X] I have searched the existing issues, and I could not find an existing issue for this feature
- [X] I am requesting a straightforward ex…
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Seems like an export is missing to use Pinecone DB
```
ts-node src/ai
Error: Package subpath './dist/vectorDb/pinecone-db' is not defined by "exports" in /
```
Same with cache
```
Error: …
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### System Info
python 3.10
Langchain 0.1.4
mistral tgi hosted on ec2
### Information
- [X] Docker
- [ ] The CLI directly
### Tasks
- [ ] An officially supported command
- [ ] My own modifi…
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**Describe the bug**
pandas is a requirement but is never used, except in a usage example:
utils/usage_hash.py imports pandas, but this function is used only in an example for pinecone
```
…
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### Checked other resources
- [X] I added a very descriptive title to this issue.
- [X] I searched the LangChain.js documentation with the integrated search.
- [X] I used the GitHub search to find a …
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Needs more api support (query pineconedb directly from CF worker?).
Then needs website support.
Also chatgpt support.
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When signing up for a new Pinecone account, a value for `PINECONE_ENVIRONMENT` is no longer provided:
https://github.com/pinecone-io/pinecone-ts-client/blob/main/v2-migration.md
Moving to version …