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transynthetical-engine reviews and mentions
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Native JSON Output from GPT-4
Here’s an approach to return just JavaScript:
https://github.com/williamcotton/transynthetical-engine
The key is the addition of few-shot exemplars.
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The Dual LLM pattern for building AI assistants that can resist prompt injection
I think the two-layer approach is worthwhile if only for limiting tokens!
Here’s an example of what I mean:
https://github.com/williamcotton/transynthetical-engine#brow...
By keeping the main discourse between the user and the LLM from containing all of the generated code and instead just using that main “thread” to orchestrate instructions to write code it allows for more back-and-forth.
It’s a good technique in general!
I’m still too paranoid to execute instructions via email without a very limited set of abilities!
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Prompt Engineering vs. Blind Prompting
Here is an example of some prompt engineering in order to build augmentations for factual question-and-answer as well as building web applications:
https://github.com/williamcotton/transynthetical-engine
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Ask HN: People who were laid off or quit recently, how are you doing?
Hey Simon! I've been digging your writings on LLMs lately.
I've been having some decent luck with some of the approaches that I've discussed in the following articles and projects:
From Prompt Alchemy to Prompt Engineering: An Introduction to Analytic Augmentation: https://github.com/williamcotton/empirical-philosophy/blob/m...
https://www.williamcotton.com/articles/writing-web-applicati...
https://github.com/williamcotton/transynthetical-engine
I'd love to hear your thoughts on the matter!
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We need to tell people ChatGPT will lie to them, not debate linguistics
Sure you can. The easiest way is to go to https://chat.openai.com/chat and paste in a Wikipedia article.
There are more involved manners like this: https://github.com/williamcotton/transynthetical-engine/blob...
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ChatGPT-Linux-Assistant
Parsel : A (De-)compositional Framework for Algorithmic Reasoning with Language Models
https://arxiv.org/abs/2212.10561
Here's a notebook with an introduction:
https://github.com/ezelikman/parsel/blob/main/parsel.ipynb
And here's a GUI interface the author has been developing:
http://zelikman.me/parsel/interface.html
I've been working on an augmented large language model that given these few-shot exemplars can build the below fully-functional ToDo App: ==
https://github.com/williamcotton/transynthetical-engine/tree...
https://www.williamcotton.com/articles/junie-browser-builder...
All of this is still very rough around the edges, prone to errors of various kinds, and generally not ready for prime time, but anyone is welcome to play around with what is there!
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A note from our sponsor - InfluxDB
www.influxdata.com | 4 May 2024
Stats
williamcotton/transynthetical-engine is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of transynthetical-engine is TypeScript.
Popular Comparisons
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