Nicolay Gerold

For any idea: what is the 1 hour, 1 day, 1 week version of achieving this. For example, free burrito if you try our app to test it and get feedback (with a sign). Just go where your users are (e.g. schools,…) Avoid planning, the simple immediate action is always better.

Creativity has two parts:- Creative discovery mode: shuffling things around, exploring. Playful.- Implementation mode: creating something robust and concrete.- Revisit the work the next day in an alert state and assess whether it is ready for linear implementation.

Clean & curate your data with LLMs

databonsai is a Python library that uses LLMs to perform data cleaning tasks.

Features

• Suite of tools for data processing using LLMs including categorization, transformation, and extraction


• Validation of LLM outputs


• Batch processing for token savings


• Retry logic with exponential backoff for handling rate limits and

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multimodal-maestro

👋 hello

Multimodal-Maestro gives you more control over large multimodal models to get the outputs you want. With more effective prompting tactics, you can get multimodal models to do tasks you didn't know (or think!) were possible. Curious how it works? Try our HF space!

• Multiple indices. Splitting the document corpus up into multiple indices and then routing queries based on some criteria. This means that the search is over a much smaller set of documents rather than the entire dataset. Again, it is not always useful, but it can be helpful for certain datasets. The same approach works with the LLMs themselves.

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So what abstractions do we have as of today? For example, let’s take the resource abstraction (Dagster, Prefect, referred to as an operator in Airflow). You abstract complex environments and connections away with a simple construct like that. You have the immediate benefits of defining that once and using it in every task or pipeline with... See more

Depending on your use case, batching may help . If you are sending multiple requests to the same endpoint, you can batch the prompts to be sent in the same request. This will reduce the number of requests you need to make. The prompt parameter can hold up to 20 unique prompts. We advise you to test out this method and see if it helps. In some... See more

Sodium Bicarbonate can help you better regulate your pH levels, which is the main signal for fatigue. Energy production increases acidity as a side effect. You could do that with baking soda (roughly half a spoon dissolved in water). It increase the alkaline levels → during exercise.