Nicolay Gerold
@nicolaygerold
Nicolay Gerold
Overview
AIConfig saves prompts, models and model parameters as source control friendly configs. This allows you to iterate on prompts and model parameters separately from your application code .
AIConfig saves prompts, models and model parameters as source control friendly configs. This allows you to iterate on prompts and model parameters separately from your application code .
- Prompts as configs : a standardized JSON format to store generative AI model settings, prompt inputs/outputs, and flexible metadata.
- Model-agnostic SDK :
lastmile-ai • GitHub - lastmile-ai/aiconfig: aiconfig -- config-driven, source control friendly AI application development
- How valuable is what I’m doing?
- What makes this hard for others to do?
- Could this get dramatically easier because of what others launch or how the industry evolves?
- If this does get easier, do I have a “Plan B” to create differentiated value?
Note: An early version of this post appeared in my personal blog (still a work in progress). Decided to
Dharmesh Shah • How To Build a Defensible A.I. Startup
Ensuring availability during peak traffic by maintaining all GPU instance types could lead to prohibitively high costs. To avoid the financial strain of idle instances, we implemented a “standby instances” mechanism. Rather than preparing for the maximum potential load, we maintained a calculated number of standby instances that match the... See more
Sean Sheng • Scaling AI Models Like You Mean It
@axflow/models is an SDK for building natural language powered applications. This includes basic functionality for invoking the models, but it also includes richer functionality like augmented response streaming, hooks for building client applications, and more.
Getting started | Axflow documentation
Also cold / warm shower → reverse heating effect shortly after → phase advance / delay.
Andrew Huberman • Master Your Sleep & Be More Alert When Awake
Every single person with whom you work has a vastly different set of needs. Fulfilling these needs is one way to make them content and productive. It is your full-time job to listen to these people and mentally document how they are built. is is your most important job. I know the senior VP of engineering is telling you that hitting the date for... See more
ZachGoldberg • Startup-CTO-Handbook/StartupCTOHandbook.md at main · ZachGoldberg/Startup-CTO-Handbook
Over time, ML pipelines may turn into “jungles” of rules and models . Sculley et al . [87] introduce the phrase “pipeline jungles” (i.e., different versions of data transformations and models glued together), which was later adopted by participants in our study. While prior work demonstrates their existence and maintenance challenges, we provide... See more
Shreya Shankar • "We Have No Idea How Models will Behave in Production until Production": How Engineers Operationalize Machine Learning.
business is open. [It might say] “9 am,” but the model doesn’t know that. So if we detect
time, then we filter that [reply]. We have a lot of filters.
PachaDB
Pacha is an embeddable, immutable, graph, edge database.
Pacha is an edge database . This means you can run it on edge providers like Cloduflare, and it'll scale all over the world without you doing much.
Pacha is a graph database . This means that the data in Pacha is stored as tiny little facts that form a huge graph of knowledge. Like... See more
Pacha is an embeddable, immutable, graph, edge database.
Pacha is an edge database . This means you can run it on edge providers like Cloduflare, and it'll scale all over the world without you doing much.
Pacha is a graph database . This means that the data in Pacha is stored as tiny little facts that form a huge graph of knowledge. Like... See more
GitHub - leostera/pachadb: an edge database
Overview
Dropbase is a developer-first platform to build internal web apps with just Python. It lets you easily import your existing Python libraries and scripts so you don’t have to rewrite them to fit our framework.
Build apps by selecting UI components from a list and binding them to data fetcher functions or Python scripts. Use State & Context... See more
Dropbase is a developer-first platform to build internal web apps with just Python. It lets you easily import your existing Python libraries and scripts so you don’t have to rewrite them to fit our framework.
Build apps by selecting UI components from a list and binding them to data fetcher functions or Python scripts. Use State & Context... See more