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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 …
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## Why RAG
Retrieval-Augmented Generation (RAG) is a technique that enhances the capabilities of LLMs by incorporating a retrieval mechanism into the generative process. This approach allows the model…
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In the AI and ML curriculum, there are critical topics which are missing such as :
- Computer vision and practical use cases such as Object detection, object recognition, pose estimation etc.
- Natu…
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Programming Historian in English has received a proposal for a lesson, 'From Data to Dialogue: Exploring Text Collections with Large Language Models via Retrieval Augmented Generation' by @Dr-Hutchins…
hawc2 updated
3 months ago
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### Question Validation
- [x] I have searched both the documentation and discord for an answer.
### Question
**Understanding the Problem Statement**
**Problem Statement:**
When querying a vecto…
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### Question Validation
- [X] I have searched both the documentation and discord for an answer.
### Question
I want to fine-tune llama on my custome dataset so that is answers all questions related…
Avv22 updated
2 weeks ago
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### What is your article idea?
The article aims to provide a comprehensive guide on building a personalized tech support system that leverages the power of **Strapi**, **LangChain.js**, and **GPT-3.5…
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@QianHaosheng @bugtig6351 @yuanpcr you can list all potential metrics for the `generate` task in this issue. For more details about the `generate` task, you can refer to issue #12 .
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# [논문리뷰] Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks | Deep Learner
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Patrick Lewis, Ethan Perez, Aleksandara Piktu…
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Hi,
Willing to use the `Vicuna v1.5 7b` model for RAG or Retrieval Augmented Generation (Q&A based on retrieved documents or context), I tried many prompts based on Llama 2 prompting but never mana…