An implementation of pgvectorscale to a build powerful RAG solutions.

A Zsh theme

Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

Edit anything in images powered by segment-anything, ControlNet, StableDiffusion, etc. (ACM MM)

A list of AI autonomous agents

Interact with your documents using the power of GPT, 100% privately, no data leaks

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

Open source platform for the machine learning lifecycle

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficie…

🦜🔗 Build context-aware reasoning applications

A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

Curated list of AI-powered developer tools.

Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.

FastAPI Best Practices and Conventions we used at our startup

A scalable and production ready boilerplate for FastAPI

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

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Free MLOps course from DataTalks.Club

Python Deep Dive Course - Accompanying Materials

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Curated list of data science interview questions and answers

Friendly link to all of my medium articles

🧠 A study guide to learn about Transformers

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai

This repository started out as a learning in public project for myself and has now become a structured learning map for many in the community. We have 3 years under our belt covering all things Dev…