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TextGrad is exciting! Very much appreciate your efforts.
How to apply textgrad to retrieval-augmented-generation (RAG) for question & answer?
With RAG there are three inputs: the source material…
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Better Alignment with Instruction Back-and-Forth Translation
https://arxiv.org/abs/2408.04614
RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation
https://arxiv.org/abs/24…
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## 論文タイトル(原文まま)
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation
## 一言でいうと
モデル内部情報を利用して信頼性の高い回答帰属を実現する手法を提案。
### 論文リンク
[arXiv:2406.13663](https://arxiv.…
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in 📚Knowledge and Capability Evaluation -> Question Answering
RAGAS: Automated Evaluation of Retrieval Augmented Generation
[paper](https://arxiv.org/abs/2309.15217)
[RAGAS framework on github]…
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### Proposal for PDF Injection Feature to Address RAG Vulnerabilities
- **Tool**: Garak
- **Issue Reference**: [Indirect injection probes focused on RAG vulnerabilities #888](https://github.com/leon…
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Enable TinyPersons to first consult a Neo4j graph database through a LangChain-based chain before interacting with the LLM.
This will provide:
- Access to accurate and updated information stored in…
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**Description**
We need to implement a **chat box** on the platform that allows users to query the news summaries and receive answers based on **RAG (Retrieval-Augmented Generation)**.
Additional…
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### Organization Name
SWIRL Corporation
### Main office location
235 Bear Hill Rd, Suite 201, Waltham MA 02451
### What regions of the world do you serve?
Global, North America
### Business desc…
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Adding retrieval to this plugin would be super powerful!
https://js.langchain.com/docs/get_started/introduction
Is something like this in the works? Potentially the chat interface could all for …
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ChatQnA is one of the GenAI examples. It is a chatbot for question and answer through retrieval augmented generation (RAG). All details about the sample are available at https://github.com/opea-projec…