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AI Workbooks – A notebook interface for LLMs, image and audio models

196 点作者 Flux159将近 2 年前

12 条评论

cornercasechase将近 2 年前
I notice that the python community seems to love workbooks&#x2F;notebooks but I have to say as a non-python dev, they drive me up the wall. I just want to deal with “regular” code and not have an entire gui environment with code and text intermingling somewhere in the cloud.<p>I think AI really needs a de-pythoning in general.
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saqadri将近 2 年前
Hey folks! I&#x27;m Sarmad from the LastMile AI team. We&#x27;d love your feedback on this as you try it out. Here&#x27;s a video example of using AI Workbooks: <a href="https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=19vRQQNZLFo">https:&#x2F;&#x2F;www.youtube.com&#x2F;watch?v=19vRQQNZLFo</a><p>Example Workbook from the video: <a href="https:&#x2F;&#x2F;lastmileai.dev&#x2F;workbooks&#x2F;clj530sqs000znztcmd5qr7v6" rel="nofollow noreferrer">https:&#x2F;&#x2F;lastmileai.dev&#x2F;workbooks&#x2F;clj530sqs000znztcmd5qr7v6</a>
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mkmk将近 2 年前
Very nice! We&#x27;ve been using something very similar that we built in Streamlit, and it&#x27;s been incredibly helpful for enabling non-dev employees to do some pretty sophisticated work with AI.<p>Genuinely excited to see these types of tools take off.
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lachlan_gray将近 2 年前
I’m amazed that this idea never crossed by mind or my twitter feed. I am usually a dissenter of notebooks, but I could see this being a great use case.<p>Especially for debugging LM programs. Usually I make logs and have to manually set breakpoints in a program to see where the language algorithm or agent is going wrong, but it would be much simpler to break the algorithm down into cells where I can see where a tangent is arising, and iterate over some different prompts or control flow to get a feel for what can happen at a specific juncture.
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tarasglek将近 2 年前
I think there is some interesting interface exploration to do in &quot;freaking ai, give me what I want even if i&#x27;m not yet sure what I want&quot; interfaces.<p>In our open source chatcraft.org we focused on retrying with different openai(for now) models. <a href="https:&#x2F;&#x2F;github.com&#x2F;tarasglek&#x2F;chatcraft.org&#x2F;pull&#x2F;99#issuecomment-1588430179">https:&#x2F;&#x2F;github.com&#x2F;tarasglek&#x2F;chatcraft.org&#x2F;pull&#x2F;99#issuecomm...</a>
modo_将近 2 年前
This looks cool! Is it possible to feed the output of one cell into the input of the next? That would really unlock the value of a tool like this for me.
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akisej将近 2 年前
Pretty interface, although I remain unconvinced of how I&#x27;d actually use it. If I&#x27;m just prototyping for myself, LLM providers offer a decent history, and I rarely need to share notebook-style explorations of LLMs with my team. For production use cases at logicloop.com&#x2F;ai we just add our prompts into code.<p>What&#x27;s the use case you&#x27;re envisioning people using AI notebooks for?
scg将近 2 年前
Does it pick up context from previous cells like Wolfram’s Chat Notebooks?<p><a href="https:&#x2F;&#x2F;writings.stephenwolfram.com&#x2F;2023&#x2F;06&#x2F;introducing-chat-notebooks-integrating-llms-into-the-notebook-paradigm&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;writings.stephenwolfram.com&#x2F;2023&#x2F;06&#x2F;introducing-chat...</a>
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howon92将近 2 年前
I&#x27;m curious what the key advantages of AI Workbooks are compared to doing the work on Jupyter Notebooks!
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chaxor将近 2 年前
I thought this was going to be from lastmiles (a good low level dev on twitch with excellent content on C dev.)<p>The I realized they would likely hate the idea of working with python, and do everything in C first. So likely not lastmiles, unfortunately.
naira_g将近 2 年前
It&#x27;s amazing!
jesussilva24将近 2 年前
This is cool!