Nicolay Gerold
@nicolaygerold
Nicolay Gerold
How to build this skill:
- Maximize what you can do on your own: by ruthlessly prioritizing your time, pushing back on activities that have small ROI, and focusing on areas where your input is crucial; for engineers, it often means less coding (if more junior people can do that piece of coding).
- How you can maximize what you can do through others:
3 Critical Skills You Need to Grow Beyond Senior Levels in Engineering
Introduction
VT.ai is a multi-modal AI Chatbot Assistant, offering a chat interface to interact with Large Language Models (LLMs) from various providers. Both via remote API or running locally with Ollama.
The application supports multi-modal conversations, seamlessly integrating text, images, and vision processing with LLMs.
[Beta] Multi-modal AI... See more
VT.ai is a multi-modal AI Chatbot Assistant, offering a chat interface to interact with Large Language Models (LLMs) from various providers. Both via remote API or running locally with Ollama.
The application supports multi-modal conversations, seamlessly integrating text, images, and vision processing with LLMs.
[Beta] Multi-modal AI... See more
GitHub - vinhnx/VT.ai: VT.ai - Multi-modal AI Chatbot Assistant
ColBERT is a
fast
and
accurate
retrieval model, enabling scalable BERT-based search over large text collections in tens of milliseconds.
Figure 1: ColBERT's late interaction, efficiently scoring the fine-grained similarity between a queries and a passage.
As Figure 1 illustrates, ColBERT relies on fine-grained contextual late interaction : it... See more
fast
and
accurate
retrieval model, enabling scalable BERT-based search over large text collections in tens of milliseconds.
Figure 1: ColBERT's late interaction, efficiently scoring the fine-grained similarity between a queries and a passage.
As Figure 1 illustrates, ColBERT relies on fine-grained contextual late interaction : it... See more
stanford-futuredata • GitHub - stanford-futuredata/ColBERT: Stanford ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22)
VectorDB-recipes
Dive into building GenAI applications! This repository contains examples, applications, starter code, & tutorials to help you kickstart your GenAI projects.
Dive into building GenAI applications! This repository contains examples, applications, starter code, & tutorials to help you kickstart your GenAI projects.
- These are built using LanceDB, a free, open-source, serverless vectorDB that requires no setup .
- It integrates into python data ecosystem so you can simply start using these in
lancedb • GitHub - lancedb/vectordb-recipes: High quality resources & applications for LLMs, multi-modal models and VectorDBs
large prompts will prove to be an anti-pattern. They go against the common wisdom in software engineering.
Write small, testable, functions.
Imagine a world where LLMs are used for small, incremental steps.
That’s how engineering works. It’s taking a large problem and breaking it down into smaller problems.
This is how you test, validate and evaluate... See more
Write small, testable, functions.
Imagine a world where LLMs are used for small, incremental steps.
That’s how engineering works. It’s taking a large problem and breaking it down into smaller problems.
This is how you test, validate and evaluate... See more
Paul Venuto • feed updates
The quality of dataset is 95% of everything. The rest 5% is not to ruin it with bad parameters.
After 500+ LoRAs made, here is the secret
A “market” is a set of buyers, with sufficiently similar needs, constraints, and goals, that the same product can be sold to all of them. The “AI” market consist of companies like OpenAI and Cohere, and indeed that is a large and growing market, but unless you’re competing directly with them, you’re not “in the AI market.”
A chatbot is in the... See more
A chatbot is in the... See more
Jason Cohen • AI startups require new strategies: This time it's actually different
I think he kinda beats up his own definition. A chabot also isn’t a market. A chatbot can solve many different problems. It can be helping your own employees get up to speed quicker during onboarding, serve as discovery, help out confused customers on a website. A chatbot is also in the solution space. And a chatbot is just an AI packaged up to talk with some information source.
I agree with the general statement. AI is in the solution space and we have to find the right problem to solve with it. But there are so many problems out there that you can find one that is solvable with AI. And I am yet to see one process, product, employee that I cannot improve with AI.
Startup Idea: farm succession planning - renting out, selling, renting to fractionalized investors.
Shaan Puri • My First Million on Apple Podcasts
Unlike consumers, enterprises want control over how their data is used and shared with companies, including the providers of AI software. Enterprises have spent a lot effort in consolidating data from different sources and bringing them in-house (this article Partner integrations + System of Intelligence: Today’s deepest Moat by fellow Medium... See more