LLMOps with Prompt Flow is a "LLMOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.

Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.

RAG with langchain using Amazon Bedrock and Amazon OpenSearch

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.

Convenience scripts to finetune (chat-)LLaMa3 and other models for any language

OpenLIT is an open-source GenAI and LLM observability platform native to OpenTelemetry with traces and metrics in a single application 🔥 🖥 . Open source GenAI and LLM Application Performance Monitoring (APM) & Observability tool

ComPromptMized: Unleashing Zero-click Worms that Target GenAI-Powered Applications

🤖 Get started with LLMs on your kind cluster, today!

Convert audio to notes with AI using Streamlit & OpenAI API. Setup via GitHub Codespaces or manual installation. Effortlessly capture thoughts with this innovative tool.

AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large Language Models (LLM) and GenAI development and operations on AWS

OpenAI-Compatible RESTful APIs for Amazon Bedrock

An API for DALLE-3

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

Using MongoDB Atlas + ActionWeaver, we can build a user proxy agent that efficiently retrieves and ingests relevant information. This agent presents the data to the user in an interactive and customizable manner, enhancing the overall user experience.

Build, evaluate and observe LLM apps

Automate code reviews, patching and documentation with LLM workflows.

GenAI apps from H2O made Wave

Private ChatGPT alternative. Securely unlocks knowledge from confidential business information.

A python program using Generative AI to create an entire strip from a short description of the scenario

"Generative AI in Action" book's code repository