---
layout: default
title: Advanced RAG
parent: Learn
nav_order: 4
description: overview of the major modules and classes of LLMWare  
permalink: /learn/advanced_techniques_for_rag
---
llmware Youtube Video Channel
---

**Tutorial Videos** - check out our Youtube channel for high-impact 5-10 minute tutorials on the latest examples.  

Check back often as this list is always growing ...  

🎬 **Advanced RAG Techniques **  
- [Best Small RAG Model - Bling-Phi-3](https://youtu.be/cViMonCAeSc?si=L6jX0sRdZAmKtRcz)  
- [Agent Automation with Web Services for Financial Research](https://youtu.be/l0jzsg1_Ik0?si=oBGtALHLplouY9x2)  
- [Voice Transcription and Automated Analysis of Greatest Speeches Dataset](https://youtu.be/5y0ez5ZBpPE?si=PAaCIqYou8nCGxYG)  
- [Are you prompting wrong for RAG - Stochastic Sampling-Part I](https://youtu.be/7oMTGhSKuNY?si=_KSjuBnqArvWzYbx)  
- [Are you prompting wrong for RAG - Stochastic Sampling-Part II- Code Experiments](https://youtu.be/iXp1tj-pPjM?si=3ZeMgipY0vJDHIMY)
- [Text2SQL Intro](https://youtu.be/BKZ6kO2XxNo?si=tXGt63pvrp_rOlIP)  
- [Pop up LLMWare Inference Server](https://www.youtube.com/watch?v=qiEmLnSRDUA&t=20s)   
- [Hardest Problem in RAG - handling 'Not Found'](https://youtu.be/slDeF7bYuv0?si=j1nkdwdGr5sgvUtK)  


# More information about the project - [see main repository](https://www.github.com/llmware-ai/llmware.git)


# About the project

`llmware` is © 2023-{{ "now" | date: "%Y" }} by [AI Bloks](https://www.aibloks.com/home).

## Contributing
Please first discuss any change you want to make publicly, for example on GitHub via raising an [issue](https://github.com/llmware-ai/llmware/issues) or starting a [new discussion](https://github.com/llmware-ai/llmware/discussions).
You can also write an email or start a discussion on our Discrod channel.
Read more about becoming a contributor in the [GitHub repo](https://github.com/llmware-ai/llmware/blob/main/CONTRIBUTING.md).

## Code of conduct
We welcome everyone into the ``llmware`` community.
[View our Code of Conduct](https://github.com/llmware-ai/llmware/blob/main/CODE_OF_CONDUCT.md) in our GitHub repository.

## ``llmware`` and [AI Bloks](https://www.aibloks.com/home)
``llmware`` is an open source project from [AI Bloks](https://www.aibloks.com/home) - the company behind ``llmware``.
The company offers a Software as a Service (SaaS) Retrieval Augmented Generation (RAG) service.
[AI Bloks](https://www.aibloks.com/home) was founded by [Namee Oberst](https://www.linkedin.com/in/nameeoberst/) and [Darren Oberst](https://www.linkedin.com/in/darren-oberst-34a4b54/) in October 2022.

## License

`llmware` is distributed by an [Apache-2.0 license](https://www.github.com/llmware-ai/llmware/blob/main/LICENSE).

## Thank you to the contributors of ``llmware``!
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{% endfor %}
</ul>


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