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LambdaPrompt looks really cool. Love the Pythonic expression as good ol' functions, which makes the code read very naturally. What applications were you envisi

LambdaPrompt looks really cool. Love the Pythonic expression as good ol' functions, which makes the code read very naturally. What applications were you envisioning when you built it?

bluecoconut 4y ago
In terms of applications with it, I have made things like sketch: https://github.com/approximatelabs/sketch https://github.com/approximatelabs/sketch Raw prompt-structure ideas i've worked with: - Iterate on a prompt with another "discriminator" prompt, that determines the result is good / safe - Write N-trials of an answer, then use another prompt to select the best answer - When doing code writing (SQL or Pandas) write the output, then use a parser (eg. `ast` in python) to validate code is valid, if not, feed back into a prompt for fixes - Logical negation checks (check if X, and if ~X, give opposite answers, then it's likely consistent, if it's both "affirmative" (as the models tend to bias towards), then it's definitely hallucinating) Other 'product' ideas i've tried: - A chat style interface (I made a chat-bot last year, similar to chatGPT) - A "google-this-for-me" style chain, that checks google, summarizes multiple results, then synthesizes a final result Ideas I've been sitting on, that I think would be fun to prototype: - An iterative "large document" editor: storing global intent, instructions, outline, and the raw text, and each iteration of the prompt works on the these objects to build a large document. - A "research this topic for me", similar to the above, but include the google searching, summarizing, and such - A code-repository "AI agent" that takes `Issues` and `Pull requests` as input, and writes and edits code for you, and by adding feedback in github, it uses that to modify the branch and act as a developer. (Code via github interface, rather than an IDE)
- deleted 4y ago
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- clxy 4y ago
  Thanks for sharing your ideas! With respect to the research this topic for me concept, I stumbled upon this repo: https://github.com/daveshap/LiteratureReviewBot https://github.com/daveshap/LiteratureReviewBot It does something similar, but uses the ArXiv dataset to search PDFs instead of the internet.

LambdaPrompt looks really cool. Love the Pythonic expression as good ol' functions, which makes the code read very naturally. What applications were you envisioning when you built it?

bluecoconut 4y ago

In terms of applications with it, I have made things like sketch: https://github.com/approximatelabs/sketch https://github.com/approximatelabs/sketch Raw prompt-structure ideas i've worked with: - Iterate on a prompt with another "discriminator" prompt, that determines the result is good / safe - Write N-trials of an answer, then use another prompt to select the best answer - When doing code writing (SQL or Pandas) write the output, then use a parser (eg. `ast` in python) to validate code is valid, if not, feed back into a prompt for fixes - Logical negation checks (check if X, and if ~X, give opposite answers, then it's likely consistent, if it's both "affirmative" (as the models tend to bias towards), then it's definitely hallucinating) Other 'product' ideas i've tried: - A chat style interface (I made a chat-bot last year, similar to chatGPT) - A "google-this-for-me" style chain, that checks google, summarizes multiple results, then synthesizes a final result Ideas I've been sitting on, that I think would be fun to prototype: - An iterative "large document" editor: storing global intent, instructions, outline, and the raw text, and each iteration of the prompt works on the these objects to build a large document. - A "research this topic for me", similar to the above, but include the google searching, summarizing, and such - A code-repository "AI agent" that takes `Issues` and `Pull requests` as input, and writes and edits code for you, and by adding feedback in github, it uses that to modify the branch and act as a developer. (Code via github interface, rather than an IDE)

deleted 4y ago
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clxy 4y ago
Thanks for sharing your ideas! With respect to the research this topic for me concept, I stumbled upon this repo: https://github.com/daveshap/LiteratureReviewBot https://github.com/daveshap/LiteratureReviewBot It does something similar, but uses the ArXiv dataset to search PDFs instead of the internet.