Building AI-Powered Apps with Elixir, Phoenix, and LiveView using Open-Source LLMs

Elixir community updates on utilizing open-source LLMs like Llama to create AI-powered apps with Elixir, Phoenix, and LiveView. Learn about spawning processes for seamless HTTP responses with TogetherAI.

Published 1 year ago on elixirstatus.com

Abstract

The article discusses building AI-powered apps using Elixir, Phoenix, and LiveView, incorporating open-source large language models (LLMs) like Llama. It details a process where LiveView prompts a dedicated handler to spawn a separate process handling HTTP calls, streaming the LLM text chunks back to LiveView in real-time. Once the final chunk is received, LiveView is notified of completion.

Results

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Discussion

How this relates to indie hacking and solopreneurship.

Relevance

This article is crucial as it showcases how to integrate AI capabilities into Elixir projects using open-source LLMs, offering insights into real-time text generation pipelines. It highlights opportunities to enhance user experiences with live text updates and AI-driven content.

Applicability

You should explore leveraging open-source LLMs like Llama in your Elixir apps to enhance interactivity and dynamic content delivery. Implement a process similar to the one outlined in the article to enable real-time text generation and seamless user interactions.

Risks

One risk to consider is the complexity of managing multiple processes for HTTP calls and text chunk handling, which may introduce challenges in system stability and performance optimization.

Conclusion

The trend of incorporating AI functionalities into web applications using technologies like Elixir and Phoenix is set to grow. By mastering the integration of LLMs for real-time text generation, you can stay ahead in developing interactive and engaging AI-powered applications.

References

Further Informations and Sources related to this analysis. See also my Ethical Aggregation policy.

AI powered app (with open-source LLMs like Llama) with Elixir, Phoenix, LiveView, and TogetherAI
Elixir news and status updates from the community for Elixir and Phoenix

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