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A prototype of a tool that generates web forms from document forms
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
This sample has the full End2End process of creating RAG application with Prompty and Azure AI Foundry. It includes GPT-4 LLM application code, evaluations, deployment automation with AZD CLI, GitH…
[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
Explore the globe like never before with World Explorer. Our AI-powered app gives you in-depth insights about any place worldwide, provides a comprehensive description, and recommends local attract…
Microsoft Semantic Kernel Assistants This enables the usage of assistants for the Semantic Kernel. It provides different scenarios for the usage of assistants such as: Assistant with Semantic Kerne…
SQL Server connector for Semantic Kernel plugin and Kernel Memory
A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently.
Sample showing how to do Retrieval Augmented Generation using .NET Aspire, Semantic Kernel, and OpenAI.
Pinecone.NET is a fully-fledged C# library for the Pinecone vector database.
AI-in-a-Box leverages the expertise of Microsoft across the globe to develop and provide AI and ML solutions to the technical community. Our intent is to present a curated collection of solution ac…
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …
.NET implementation of the LangChain project.
C# implementation of LangChain. We try to be as close to the original as possible in terms of abstractions, but are open to new entities.
Azure AI Foundry (demos, documentation, accelerators).
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
.NET library for the OpenAI service API by Betalgo Ranul
Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.
CLI platform to experiment with codegen. Precursor to: https://lovable.dev
Integrate cutting-edge LLM technology quickly and easily into your apps
A sample meant to demonstrate domain driven design using a veterinary hospital management system.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation