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- https://arxiv.org/abs/2108.11601
- 2021
ソフトウェア開発者は、ソフトウェアの開発中に多くのソースコードやドキュメントを書きます。
開発者は、ソフトウェアを実装したり、ドキュメントを作成したりする際に、過去に書いたソースコードの一部やコードサマリーを思い出すことが多いのが本質である。
このような開発者のコードや要約の生成行動を模倣するために、我…
e4exp updated
2 years ago
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Hey, I would like to suggest support for integrating additional language model APIs beyond just OpenAI. Specifically, it would be very helpful to have the ability to use:
- Cohere API (including re…
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I think this is a great project when it comes to data privacy and compliance for Organizations looking to adopt Gen AI with LLAMA 2. Adding capabilities for this private GPT to get ingested with Org s…
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Trying to show the capabilities of Retrieval-Augmented-Generation with the help of a backend built with Flask and some static HTML. Will cover a structural format of code and also with good enough doc…
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[Jay Alammar Building LLM Agent with tool use - YouTube ](https://youtu.be/5drn2DO7gNY?si=7V0796H3tXobvEcL)
- Tool use is a method whichs allows developers to connect Cohere's Command models to exter…
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# 什么是检索增强生成?
提纲:
1. 为什么需要检索增强生成?
2. 检索增强生成有什么作用?
3. 检索增强有哪些组成部分?
## 为什么需要检索增强生成?
局限:
- 不能更新知识库
- 模型有幻觉
## 检索增强生成有什么作用?
OpenBook vs CloseBook
作用:
1. 更新或补充模型知识库
2. 限定回答的知识范围
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Add a feature to LlamaIndex where user queries are first processed by an LLM to better match the indexed data. This processed query is then sent to the vector database for improved search results.
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That would be a BANGER addition !
Tavily API is a specialized search engine that empowers large language models (LLMs) and AI agents. It delivers tailored and accurate search results optimized for…
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### Is your feature request related to a problem? Please describe.
Currently, AutoGen for .NET enables the development of conversational agents but lacks the ability to incorporate contextually rich,…
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As a user, I would like to be able to select / upload a PDF document, have the text content of the document extracted, chunked(if necessary), and then summarized appropriately. (And ingested into the …