10 Lessons to Get Started Building AI Agents

AI projects

Exercises for the book Artificial Intelligence: A Modern Approach

Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama.

Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models.

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Agent Framework / shim to use Pydantic with LLMs

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

A curated list of Large Language Model resources, covering model training, serving, fine-tuning, and building LLM applications.

A course on aligning smol models.

RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.

Integrate cutting-edge LLM technology quickly and easily into your apps

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

A repository of code samples for Vector search capabilities in Azure AI Search.

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

Data collection and evaluation framework for on-device agents

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

Jupyter notebooks that demonstrate vector search, hybrid search, image search, RAG, and evaluation, all with Azure AI Search.

the LLM vulnerability scanner

Command Line Interface for Scripting + API

A nearly-live implementation of OpenAI's Whisper.

Real time transcription with OpenAI Whisper.

Sample code for the Microsoft Cognitive Services Speech SDK

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

Version 1 of Audio Switcher

Official repository of "Neural Machine Translating from Natural Language to SPARQL"

A wrapper of LLMs that biases its behaviour using prompts and contexts in a transparent manner to the end-users

✨ A script that activates the 𝒷𝑜𝓇𝒹𝑒𝓇𝓁𝑒𝓈𝓈 Arc experience

This is the droid you are looking for! C-4PM is a conversational interface for Declarative Process Mining. It allows users to interact with a declarative process specification and its corresponding…

Implements a Widget for Spotify in the Notification Center of macOS 11.0 BigSur