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In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Jupyter Notebook 13,971 2,338 Updated Jul 12, 2025

The repository guides you through generating a synthetic dataset for a QA-RAG application using the Bedrock API, Python and Langchain.

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Readings in Databases

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Python client library for the Galileo platform 🔭

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A collection of projects showcasing RAG, agents, workflows, and other AI use cases

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Summaries, transcripts, key points, and other useful insights from AWS re:inforce 2025 talks for those of us who don't have time to watch every presentation!

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Demonstrates how to build a streaming enterprise agent using Azure AI Agent Service. This sample integrates local HR and company policy documents, Bing for external context, and GPT-4o (though the …

Python 114 80 Updated Jun 10, 2025

Follow along with our tutorials to get you up and running with Snowflake.

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Azure Data Exporter for BloodHound

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Python and TypeScript library for integrating the Stripe API into agentic workflows

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GitHub repository for the Microsoft Defender for Identity in Depth book

Bicep 8 2 Updated Dec 5, 2024

The official repo for “Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting”, ACL, 2025.

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LLM Evaluation and Observability System for Football Content

Python 20 4 Updated Jun 19, 2025

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Validation Tools for A2A Agents

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A simple integration of Bright Data MCP with new Agent framework by google

Python 33 9 Updated May 15, 2025

VibeOps - Cisco pyATS MCP Plus Many Other MCPs

Python 47 18 Updated Jun 28, 2025

The parent project for OpenZiti. Here you will find the executables for a fully zero trust, application embedded, programmable network @OpenZiti

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Elkar - Task management for AI Agents, ready for Agent2Agent (A2A) protocol

TypeScript 131 7 Updated May 21, 2025

End-to-end modular samples and landing zones toolkit for Terraform on GCP.

HCL 1,739 1,047 Updated Jul 13, 2025

Fiddler Auditor is a tool to evaluate language models.

Python 184 21 Updated Mar 11, 2024

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

Python 4,887 502 Updated Jul 13, 2025

Guardrails for secure and robust agent development

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The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

TypeScript 370 79 Updated Jul 11, 2025
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