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Hey folks! I'm Sarmad from the LastMile AI team. We'd love your feedback on this as you try it out. Here's a video example of using AI Workbooks: https://www.yo

Hey folks! I'm Sarmad from the LastMile AI team. We'd love your feedback on this as you try it out. Here's a video example of using AI Workbooks: https://www.youtube.com/watch?v=19vRQQNZLFo https://www.youtube.com/watch?v=19vRQQNZLFo Example Workbook from the video: https://lastmileai.dev/workbooks/clj530sqs000znztcmd5qr7v6 https://lastmileai.dev/workbooks/clj530sqs000znztcmd5qr7v6

interestfinance 3y ago
It looks pretty nicely integrated. Have you considered providing plugins for Jupyter notebooks? I would love to integrate this into my workflow but all my work is typically done in self hosted Jupyter notebooks.
- saqadri 3y ago
  We are working on that at the moment! We currently have a Python SDK that can be imported into a Jupyter notebook for more advanced scenarios (https://github.com/lastmile-ai/lastmileai-python https://github.com/lastmile-ai/lastmileai-python). We are working on updating the SDK for more advanced scenarios (e.g. running bulk evaluations, comparing different workbooks programmatically, etc.). Are there any specific workflows you'd like to see enabled in self-hosted Jupyter notebooks?
0xBABAD00C 3y ago
This looks great! What are some of the verticals you think this will be most immediately applicable in, and are you integrating with any? I am thinking a lot of ads/marketing work can be jump-started with these notebooks.
- saqadri 3y ago
  We'd love to see how people use them to understand that better. Our initial hypothesis is that AI Workbooks fit that sweet spot where a chat interface isn't enough, and a Jupyter notebook is too heavyweight. So most likely this will be helpful for technical users and teams who want to experiment/prototype, and collaborate on the results. Ads/marketing is definitely one vertical, but even for prompt engineering in other verticals we can see this be valuable. We're especially excited about the multi-modal usecases where you chain multiple models together, but would like the community feedback direct our product direction.
morgango 3y ago
Any thoughts on integrations with vector stores?
- saqadri 3y ago
  We already support vector stores! If you go to https://lastmileai.dev/models https://lastmileai.dev/models, you can New > "Tune new model", which under the covers creates embeddings for your data (either file upload or scraped from a website). You get a new "Model Fork" from this, which you can then use in a Workbook. We're working on more complex scenarios with vector stores, including API integrations.

interestfinance 3y ago

It looks pretty nicely integrated. Have you considered providing plugins for Jupyter notebooks? I would love to integrate this into my workflow but all my work is typically done in self hosted Jupyter notebooks.

saqadri 3y ago
We are working on that at the moment! We currently have a Python SDK that can be imported into a Jupyter notebook for more advanced scenarios (https://github.com/lastmile-ai/lastmileai-python https://github.com/lastmile-ai/lastmileai-python). We are working on updating the SDK for more advanced scenarios (e.g. running bulk evaluations, comparing different workbooks programmatically, etc.). Are there any specific workflows you'd like to see enabled in self-hosted Jupyter notebooks?

0xBABAD00C 3y ago

This looks great! What are some of the verticals you think this will be most immediately applicable in, and are you integrating with any? I am thinking a lot of ads/marketing work can be jump-started with these notebooks.

saqadri 3y ago
We'd love to see how people use them to understand that better. Our initial hypothesis is that AI Workbooks fit that sweet spot where a chat interface isn't enough, and a Jupyter notebook is too heavyweight. So most likely this will be helpful for technical users and teams who want to experiment/prototype, and collaborate on the results. Ads/marketing is definitely one vertical, but even for prompt engineering in other verticals we can see this be valuable. We're especially excited about the multi-modal usecases where you chain multiple models together, but would like the community feedback direct our product direction.

morgango 3y ago

Any thoughts on integrations with vector stores?

saqadri 3y ago
We already support vector stores! If you go to https://lastmileai.dev/models https://lastmileai.dev/models, you can New > "Tune new model", which under the covers creates embeddings for your data (either file upload or scraped from a website). You get a new "Model Fork" from this, which you can then use in a Workbook. We're working on more complex scenarios with vector stores, including API integrations.