approximatelabs/sketch
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AI code-writing assistant that understands data content
15 mentions on Hacker News by 9 people: 1 story, 14 comments · first 2023-01-16 · latest 2024-02-05
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…in the process of rebranding and launching our main product. 1. sketch (in notebook, ai for pandas) https://github.com/approximatelabs/sketch 2. datadm (open source, "chat with data", with support for the open source LLMs (…
comment by bluecoconut · 2024-02-05 · in Ask HN: What have you built with LLMs? -
…faster. (Specifically the `.sketch.howto`, anecdotally I actually don't use `.sketch.ask` anymore) https://github.com/approximatelabs/sketch
comment by bluecoconut · 2023-05-15 · in Ask HN: What's your favorite GPT powered tool? -
…all of my personal use-cases since making it, including powering `sketch` (copilot for pandas) https://github.com/approximatelabs/sketch Core things it does: Uses jinja templates, does sync and async, and most importantly treats LLM…
comment by bluecoconut · 2023-05-08 · in RasaGPT: First headless LLM chatbot built on top of Rasa, Langchain and FastAPI -
…the code answers in notebooks (similar to how co-pilot puts suggestions in-line) -- and released https://github.com/approximatelabs/sketch a little while ago.
comment by bluecoconut · 2023-01-25 · in Replacing a SQL analyst with 26 recursive GPT prompts -
Another comment from this thread seems pretty cool to me. https://github.com/approximatelabs/sketch
comment by motoxpro · 2023-01-18 · in LangChain: Build AI apps with LLMs through composability -
In terms of applications with it, I have made things like 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…
comment by bluecoconut · 2023-01-18 · in LangChain: Build AI apps with LLMs through composability -
Right now, it sends the first five rows of the dataframe: https://github.com/approximatelabs/sketch/blob/9d567ec161015...
comment by marcosfelt · 2023-01-16 · in Show HN: Sketch – AI code-writing assistant that understands data content -
From https://github.com/approximatelabs/sketch/blob/main/sketch/p... it appears that this library is calling a remote API, which obviates the utility of the demonstrated use case. Upon closer inspection, it looks like…
comment by abrichr · 2023-01-16 · in Show HN: Sketch – AI code-writing assistant that understands data content -
…going through all those hoops right now but I wanted to point something minor out. In this line, https://github.com/approximatelabs/sketch/blob/9d567ec161015... I think you can end up marking control characters as "UNKNOWN" characters by…
comment by ethanwillis · 2023-01-16 · in Show HN: Sketch – AI code-writing assistant that understands data content -
This is sending summary statistics to a cloud machine by default (for ease of immediate use. https://github.com/approximatelabs/sketch#sketch-currently-u... You can run using your own OpenAI key by setting 2 environment variables: (1)…
comment by bluecoconut · 2023-01-16 · in Show HN: Sketch – AI code-writing assistant that understands data content -
digging thru the code https://github.com/approximatelabs/sketch/blob/9d567ec161015... this seems to be using their gpt3 frameowrk: https://github.com/approximatelabs/lambdaprompt which uses text-davinci-003 by default…
comment by swyx · 2023-01-16 · in Show HN: Sketch – AI code-writing assistant that understands data content