Nicolay Gerold

It turns out AutoGPT recently went through “vector memory revamp” (pull request) that removed all vector db implementations and left out only a couple of classes responsible for memory management, with a JSON file becoming the default way to store memories/embeddings.

Puter

Puter is an advanced open-source desktop environment in the browser, designed to be feature-rich, exceptionally fast, and highly extensible. It can be used to build remote desktop environments or serve as an interface for cloud storage services, remote servers, web hosting platforms, and more.

Getting Started

git clone... See more

Implementing clear user feedback systems (e.g., thumbs up/down) is essential for gathering data on your system's performance and identifying areas for improvement.

• Add user feedback mechanisms to your application


• Make sure the copy for these mechanisms clearly describes what you're measuring


• Ask specific questions like "Did we answer the question

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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

I can only truly speak for myself as a 10x developer, and here’s what I believe to be different about me and the other 10x (or even 100x) developers vs my 1–2x peers:

• Understanding how things work.


• I hate “magic” software frameworks and I will spend countless hours making sure I understand what’s going on behind the scenes before I’ll write

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1. The best LLMs are going to be much better in all the different dimensions you probably care about (including e.g. less hallucinations)


2. The best open-sourced LLMs are going to be better than the best non-open source LLMs nowadays. As an example, Facebook AI made a big announcement for their LLaMA open source model a couple of weeks back . A few days

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Interface > Data > Model: The “interface” and “data” layers will further distinguish market leaders while the “models” layer becomes increasingly commoditized and pushed to the edge. As a growing number of our everyday use-cases of powerful GenerativeAI models fall below the frontier of “the best models,” they will be enabled by cheaper... See more

The solution: The ingestion service

To meet these unique demands, the Search Infrastructure team implemented the Ingestion Service to gracefully handle Twitter’s traffic trends. The Ingestion Service queues requests from the client service into a single Kafka topic per Elasticsearch cluster. Worker clients then read from this topic and send the... See more

HelixNet is a Deep Learning architecture consisting of 3 x Mistral-7B LLMs. It has an actor, a critic, and a regenerator. The actor LLM produces an initial response to a given system-context and a question. The critic then takes in as input, a tuple of (system-context, question, response) and provides a critique based on the provided answer to the... See more