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# Problem statement
Users in ml-commons can use RAG (Retrieval Augmented Generation) service either from an OpenSearch index or a bedrock knowledge base. The RAG service mainly consists of two step…
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### 🚀 The feature, motivation and pitch
Speculative decoding has demonstrated significant potential in efficiently generating proposals and utilizing idle computing power to expedite the auto-regress…
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# Trending repositories for C#
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__A reference .NET application implementing an eCommerce site__
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Podcasts are usually conversations so voice recognition is needed to identify the *author* and extract question and answer pairs from the transcript. Similar to video ingestion.
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# URL
- https://arxiv.org/abs/2401.14887
# Affiliations
- Florin Cuconasu, N/A
- Giovanni Trappolini, N/A
- Federico Siciliano, N/A
- Simone Filice, N/A
- Cesare Campagnano, N/A
- Yoelle M…
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Enable the assistant to query user transactions and come up with analyses or recommendations.
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**Steps to reproduce the problem:**
1. Have some file present under `knowledge` directory (which we will use as workspace dir)
2. Run the following script that uses `knowledge` tool to retrieve info…
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## Background
> 추가하려는 기능에 대해 간결하게 설명해주세요.
## Details(Todo List)
- [x] RAG(Retrieval-Augmented Generation) 기법을 테스트하고, 제대로 작동하는지 확인하기.
- [x] RAG의 프롬프트를 수정하고, 페르소나를 코드적으로 적용 가능한지 테스트하기
- [x] 만약 …
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The current version of the episode (https://github.com/carpentries-incubator/machine-learning-librarians-archivists/blob/e51b3327aa1ae9a4fb470ab751ac31af477bc02c/_episodes/04-what-is-ml-good-at.md) do…
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### Documentation Issue Description
https://docs.llamaindex.ai/en/stable/use_cases/q_and_a/
on this page, when i click on
[Example of combining multiple sources](https://docs.llamaindex.ai/en/…