GenAI Landscape

An opinionated view

Tools

Foundation Models

GPT-4o

GPT-4o

Multimodal OpenAI LLM
GPT-4o mini

GPT-4o mini

Multimodal OpenAI LLM Cost-Effective
GPT-4

GPT-4

OpenAI LLM
o1

o1

Reasoning
text-embedding-ada-002

text-embeddin..

OpenAI Vector Search
DALL-E

DALL-E

Image Creator OpenAI
Whisper

Whisper

Speech to Text OpenAI
Text to Speech (Preview)

Text to Speec..

Text to Speech OpenAI
Phi-3

Phi-3

Open Source SLM
Meta Llama 3

Meta Llama 3

Open Source LLM
Mistral AI

Mistral AI

Open Source LLM
Cohere

Cohere

Open Source LLM

🌋

LLaVA (Micros..

Open Source Multimodal
TimeGPT

TimeGPT

Time-series Anomaly

AI Orchestration and AI Agents Frameworks

Semantic Kernel

Semantic Kernel

Java .NET Python Single-Agent
OpenAI Assistants API

OpenAI Assistants API

OpenAI Managed Service API-based Single-Agent

🦜️

LangChain

Python Javascript Single-Agent

🦜️

LangGraph

Langchain Multi-Agent

🕴️

oagents

Event-Driven .NET Multi-Agent
AutoGen

AutoGen

Python .NET Multi-Agents
Copilot Studio

Copilot Studio

SaaS Microsoft 365
TaskWeaver

TaskWeaver

Python Code Execution

Data Ingestion and Indexing

Document Intelligence (Azure AI)

Document Intelligence (Azure AI)

Azure Service PDF2Markdown

📚

Confluence Ve..

Confluence AI Search

🕸️

GraphRAG

Knowledge Graph Data Pipeline LLM

📎

SharePoint RA..

SharePoint AI Search
Integrated Vectorization (AI Search)

Integrated Vectorization (AI Search)

Azure AI Search Managed Service OneLake
Ingestion Job API (AOAI)

Ingestion Job API (AOAI)

Azure AI Search Managed Service Abstraction

📚

Langchain

Azure AI Search LangChain Python
Kernel Memory

Kernel Memory

Semantic-Kernel Memory Indexing .NET

Prompt Engineering

🌳

Tree of Thought

Problem Solving AI
Promptbase

Promptbase

Prompt Engineering AI

📝

Self-Instruct

Instruction Tuning AI

🔄

SELF-RAG

Retrieval AI

🧬

BioGPT

Biomedical AI
Guidance

Guidance

Prompt Engineering Prompt steering Token optimization
Instructor

Instructor

Structured Outputs

🕵️

ARGUS

Document Intelligence Structured Outputs
Prompty

Prompty

Prompt Engineering Debugging AI

Tutorials and Learning

🎓

Generative AI..

Generative AI Tutorials

🧠

Microsoft Fab..

Microsoft Fabric

📊

Microsoft Fab..

Data Science Microsoft Fabric

🤖

JARVIS

Task Planning
Miyagi

Miyagi

Semantic-Kernel Langchain Llamaindex

🖼️

Florence2 Demo

Computer Vision

🤼

Battle of the..

RAG GraphRag

🍳

Agentic Cookb..

AutoGen Tutorial

📚

Azure AI Fund..

Azure Fundamentals

🏆

Golden Datasets

Responsible AI

💻

HAX Toolkit

ResponsibleAI

Model Evaluation

Promptflow

Promptflow

Prompt Engineering Model Evaluation

📊

Azure AI Eval..

Model Evaluation

🏴‍☠️

PyRIT

Red Teaming

🛡

Azure AI Cont..

Content Safety Text and Image APIs Interactive Studio

🧰

Responsible A..

JupyterLab Extension Responsible AI

⚠

Benchmarking ..

Benchmarking OpenAI
Services

Solution Accelerator

sample-app-aoai-chatGPT

sample-app-aoai-chatGPT

RAG Clean Azure On Your Data

📦

Chat with You..

Admin UI Python

☕

Chat with You..

RAG Java
Chat with Your Data (C#)

Chat with You..

RAG C#

🕸️

GraphRAG Accelerator

Knowledge Graph GraphRAG Azure Kubernetes Service
SmartRAG

SmartRAG

RAG Multi-Agent Azure
Azure Search OpenAI Demo

Azure Search OpenAI Demo

RAG Well-maintained ❤️ Python

🖥️

Custom Copilot

Code Editor AI Monaco
LLMOps

LLMOps

LLMOps Prompt Flow
Knowledge Mining with OpenAI

Knowledge Min..

OpenAI AI Search

🔍

GPT-Azure-Sea..

AI Search Bot Framework

📚

Embeddings QnA

OpenAI Embeddings

👥

ACS Recruiter

ACS AI Analytics

🎭

OpenAI demos

Demos Tutorials

🏭

GenAI SAP BTP

SAP BTP Prompt Flow

💬

PromptFlow St..

Streamlit PromptFlow

💻

VS Code MSSQL..

GitHub Copilot Extension

📞

Call Center I..

Call Center Azure AI

🚀

Azure OpenAI ..

Cheshire Cat AI

Cheshire Cat AI

Vector Databases

Azure AI Search

Azure AI Search

Vector Search Hybrid Search Managed Indexer Semantic Ranker
Azure Database for PostgreSQL

Azure Database for PostgreSQL

Vector Search PostgreSQL
Milvus

Milvus

Vector Search Milvus
Qdrant

Qdrant

Vector Search Qdrant
Azure Cosmos DB MongoDB vCore

Azure Cosmos DB MongoDB vCore

Vector Search MongoDB
Azure CosmosDB

Azure CosmosDB

Vector Search NoSQL
Azure Cache for Redis

Azure Cache for Redis

Vector Search Redis
Redis

Redis

Cache Redis
Azure Data Explorer

Azure Data Explorer

Vector Search Cosine Similarity Data Analytics
Weaviate

Weaviate

Vector Search Weaviate

AI Landing Zone Accelerator

APIM ❤️ OpenAI (Labs)

APIM ❤️ OpenAI (Labs)

APIM Chargeback Bicep
AI Hub Gateway Landing Zone

AI Hub Gateway Landing Zone

AI Hub Gateway Bicep
PowerProxy for Azure OpenAI

PowerProxy fo..

OpenAI Load Balancing Monitoring
Enterprise Azure AI

Enterprise Az..

Streaming Bicep

📊

Logging Proxy

Logging Streaming Python
Azure OpenAI Application Landing Zone

Azure OpenAI ..

APIM LoadBalancing Bicep Terraform

🚀

APIM Smart Load Balancing

APIM LoadBalancing

🚀

ACA Smart Loa..

LoadBalancing

💰

APIM Chargeback

APIM Chargeback

🔀

AOAI Forward ..

Load Balancing OpenAI
AI Studio Network-Restricted Setup

AI Studio Net..

Azure AI Studio

Observability and Tracing

Promptflow Tracing

Promptflow Tracing

Tracing OpenTelemetry LLM

Model Serving

Azure AI

Azure AI

AI Development Azure
Kubernetes AI Toolchain Operator

Kubernetes AI Toolchain Operator

Kubernetes AI/ML