Learn AI

i gave a talk at the recent AI Eng Singapore meetup (https://www.latent.space/p/community, scroll down) about the past 1 year in agents thinking and the bui...

Experts.js is the easiest way to create and deploy OpenAI's Assistants and link them together as Tools to create advanced Multi AI Agent Systems with expanded memory and attention to detail. - ...

Notes about my hobbies and other things I find interesting.

How does something like Perplexity work, and how do we make our own? And having done that, what turned out to be the most interesting or challenging parts?

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization. - karpathy/minbpe

llama3 implementation one matrix multiplication at a time - naklecha/llama3-from-scratch

An opensource agent orchestration framework built on top of the latest OpenAI Assistants API. - VRSEN/agency-swarm

Crew AI is not suitable for production use cases. I’ll be going through why I believe this is the case and what you should do instead when building your own ...

Today’s language models are powering ChatGPT and other popular AIs. Learn the differences between LLMs and SLMs in this detailed article.

SingleStore Webinar

Transform yourself from a Python Developer to a Junior NLP Data Scientist with practical projects.

Serverless RAG on AWS — Amazon Bedrock, Amazon Kendra, AWS Lambda, Claude-2, LangChain, and Streamlit.

Lyzr SDKs help you to build all your favorite GenAI SaaS products as enterprise applications in minutes. - LyzrCore/lyzr

The unreasonable effectiveness of embeddingsOr how I learned to stop worrying and love the hallucinations.This week I dived deep into vector databases. My go...

Evaluating intermediate steps (like query rephrasing and retrieved documents) is also super important when trying to make sure RAG works Goo tutorial by on how to do this! — Harrison Chase (@hwchase17)

Learn how to build an agent that can reason over your documents and answer complex questions. Learn from the co-founder and CEO of LlamaIndex

Site Reliability Engineer

sqlite-vec is an new vector search SQLite extension, coming soon!

A minimal GPU design in Verilog to learn how GPUs work from the ground up - adam-maj/tiny-gpu

🤖 💼 Azure Chat Solution Accelerator powered by Azure Open AI Service - microsoft/azurechat

The official documentation for Sweep AI.

A list of AI coding tools (assistants, completions, refactoring, etc.) - sourcegraph/awesome-code-ai

Beyond text splitting - improved file parsing for LLM’s - Filimoa/open-parse

Motivation If you are a developer, you know how much time you spend on pull request reviews. We all try to write the best code we can. When we are done, we ask our team members to review our code. Sometimes, making a pull request is more complex than it sounds. Over time, teams learn that pull requests need to be standardized to speed things up and improve communication. That is why we have a pull request template, for example.

An open-source cross-platform alternative to AirDrop - localsend/localsend