empirical-philosophy
datasette-chatgpt-plugin
| empirical-philosophy | datasette-chatgpt-plugin | |
|---|---|---|
| 9 | 3 | |
| 141 | 63 | |
| - | - | |
| 2.5 | 2.8 | |
| about 1 year ago | 2 months ago | |
| TypeScript | Python | |
| - | Apache License 2.0 |
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empirical-philosophy
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Google “We Have No Moat, and Neither Does OpenAI”
One way that I've been framing this in my head (and in an application I'm building) is that gpt-3 will be useful for analytic tasks where as gpt-4 will be required for synthetic tasks. I'm using "analytic" and "synthetic" in the same way as in this writeup https://github.com/williamcotton/empirical-philosophy/blob/m...
- How ReAct Prompting Works in Detail
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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
You’re not actually doing any research.
Here is my research: https://github.com/williamcotton/empirical-philosophy/blob/m...
It is clear that analytic augmentations will result in more factual information.
Your claims are unfounded and untested.
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ChatGPT and Wolfram Is Insane
Take a look at
https://github.com/williamcotton/empirical-philosophy/blob/m...
https://langchain.readthedocs.io/en/latest/
They can be taught!
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Prompt Engineering Guide: Guides, papers, and resources for prompt engineering
I've been developing a methodology around prompt engineering that I have found very useful:
https://github.com/williamcotton/empirical-philosophy/blob/m...
A few more edits and it's ready for me to submit to HN and then get literally no further attention!
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Professor writes history essays with ChatGPT and has students correct them
That's not a rebuttable of a claim that Bing is more accurate.
A proper rebuttable would involve empirical evidence that Bing is no more accurate than other LLM tools that do not add analytical augmentations such as search results to their prompts.
Based on empirical evidence, I find that analytical augmentations do indeed result in more accurate results:
https://github.com/williamcotton/empirical-philosophy/blob/m...
datasette-chatgpt-plugin
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Chat with your database using AI
In my own experiments I've caught ChatGPT running the correct query but then hallucinating the results, because the response was too long for the token context window and got truncated!
I have an open issue about that here: https://github.com/simonw/datasette-chatgpt-plugin/issues/2
More about my explorations: https://simonwillison.net/2023/Mar/24/datasette-chatgpt-plug...
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ChatGPT and Wolfram Is Insane
You can see the prompt used by Wolfram Alpha here: https://www.wolframalpha.com/.well-known/ai-plugin.json
I have a formatted copy of the prompt in this issue: https://github.com/simonw/datasette-chatgpt-plugin/issues/2#...
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I built a ChatGPT plugin to answer questions about data hosted in Datasette
The bad news: I've already caught it hallucinating details despite having looked up the correct information with a SQL query!
Some examples in this issue thread: https://github.com/simonw/datasette-chatgpt-plugin/issues/2
What are some alternatives?
magma-chat - Ruby on Rails 7-based ChatGPT Bot Platform
datasette-dashboards - Datasette plugin providing data dashboards from metadata
pal - PaL: Program-Aided Language Models (ICML 2023)
chatgpt-local-reader-plugin - This is the simplest method for ChatGPT to read local text files.
guardrails - Adding guardrails to large language models.
smolex - 🔍 Code entity retrieval "GPT action" for ChatGPT!
transynthetical-engine - Applied methods of analytical augmentation to build tools using large-language models.
datasette-auth-passwords - Datasette plugin for authentication using passwords
stable-diffusion-webui - Stable Diffusion web UI
dogsheep-beta - Build a search index across content from multiple SQLite database tables and run faceted searches against it using Datasette
serge - A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API.
datasette-graphql - Datasette plugin providing an automatic GraphQL API for your SQLite databases