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Recently, I noticed that the `SentenceTransformers` class has gained the ability to use the ONNX backend, which is incredibly beneficial for enhancing performance, especially on CPUs.
I would like …
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https://github.com/fani-lab/OpeNTF/blob/main/quickstart.ipynb shows that we can run
python main.py -data ../data/raw/dblp/toy.dblp.v12.json -domain dblp -model bnn
python main.py -data ../data/ra…
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We need a frontend panel to allow the user to change configurations to different tools. For instance, the user should be able to configure:
- [ ] RAG retrieval mechanism (similarity, MMR, multi-query)…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
Code to Reranking using custom embedings, chromadb, vectorstoreindex - RAG
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Employ a bit advance techniques for segmentation and reranking in 'ask_bharat' bot.
Reference can be https://lightning.ai/lightning-ai/studios/document-search-and-retrieval-using-rag?view=public&se…
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# OPEA Inference Microservices Integration for LangChain
This RFC proposes the integration of OPEA inference microservices (from GenAIComps) into LangChain [extensible to other frameworks], enabli…
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See, ex. https://pongoai.notion.site/Pongo-Podcast-Benchmark-cca7e1e698a34a4bb95e5ee4207ed754
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- [ ] [AnswerDotAI/rerankers: A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.](https://github.com/AnswerDotAI/rerankers)
# AnswerDotAI/rerankers: A li…
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### Priority
P3-Medium
### OS type
Ubuntu
### Hardware type
Xeon-ICX
### Installation method
- [ ] Pull docker images from hub.docker.com
- [ ] Build docker images from source
…
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### Priority
P2-High
### OS type
Ubuntu
### Hardware type
Xeon-SPR
### Installation method
- [X] Pull docker images from hub.docker.com
- [ ] Build docker images from source
### Deploy method
…