Shostack's 4 Question Frame for Threat Modeling

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

Python interactive dashboards for learning data science

🎨 Diagram as Code for prototyping cloud system architectures

The Microsoft Bot Framework provides what you need to build and connect intelligent bots that interact naturally wherever your users are talking, from text/sms to Skype, Slack, Office 365 mail and …

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

An open-source visual programming environment for battle-testing prompts to LLMs.

Assistant API to chat with tabular data and perform analytics in natural language.

llama3 implementation one matrix multiplication at a time

The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.

Demo for a Prompt Flow using OpenAI Assistants

Build AI Assistants with memory, knowledge and tools.

GenAI + Airflow. Fine-tuning + RAG pipeline for content generation.

Anomaly detection related books, papers, videos, and toolboxes

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.

Convert Jupyter Notebooks to Web Apps

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

LlamaIndex (GPT Index) is a data framework for your LLM applications

Adding guardrails to large language models.

[PREVIEW] Sample code for a simple web chat experience targeting chatGPT through AOAI.

SDK focused on building AI based applications and extensions for Microsoft Teams.

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

A CLI Swiss Army Knife for ChatGPT

Pipeline LLMs offline combine with own context for generating answer

⛓️ LangFlow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.