Aga's starred repositories

ragbuilder

A toolkit to create optimal Production-ready RAG setup for your data

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presentations

Resources from presentations, conferences, user group meetings.

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aoai-realtime-audio-sdk

Azure OpenAI code resources for using gpt-4o-realtime capabilities.

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aisearch-openai-rag-audio

A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.

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langgraph-studio

Desktop app for prototyping and debugging LangGraph applications locally.

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GenAI_Agents

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

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code2prompt

Code2Prompt is a powerful command-line tool that simplifies the process of providing context to Large Language Models (LLMs) by generating a comprehensive Markdown file containing the content of your codebase. ⭐ If you find Code2Prompt useful, consider giving us a star on GitHub! It helps us reach more developers and improve the tool. ⭐

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raft-distillation-recipe

A recipe that will walk you through using Meta Llama 3.1 405B deployed on Azure AI to generate a synthetic dataset using UC Berkeley's Gorilla project RAFT method.

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awesome-langchain

😎 Awesome list of tools and projects with the awesome LangChain framework

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alltalk_tts

AllTalk is based on the Coqui TTS engine, similar to the Coqui_tts extension for Text generation webUI, however supports a variety of advanced features, such as a settings page, low VRAM support, DeepSpeed, narrator, model finetuning, custom models, wav file maintenance. It can also be used with 3rd Party software via JSON calls.

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AzureAI.Translation

Azure AI Speech | Near Real Time Translation

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colpali

The code used to train and run inference with the ColPali architecture.

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CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

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dataline

Chat with your data - AI data analysis and visualization on CSV, Postgres, MySQL, Snowflake, SQLite...

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azureai-samples

Official community-driven Azure AI Examples

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llm-datasets

High-quality datasets, tools, and concepts for LLM fine-tuning.

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Data-and-AI-Strategy-Platform

Open Source Public Repo of Microsoft Data & AI Strategy Platform

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Samba

Official implementation of "Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling"

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llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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awesome-generative-ai-guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

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azure-ai-demos

Demonstrations and samples to re-use around Azure AI

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OpenContracts

Mass document analytics platform based on LlamaIndex, Pgvector, React and Django.

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generative-ai-for-beginners

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

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LLM101n

LLM101n: Let's build a Storyteller

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LLMs-in-Finance

LLMs in Finance - Generative AI - AI Agents

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azure_openai_langchain_sample

This repository contains various examples of how to use LangChain, a way to use natural language to interact with LLM, a large language model from Azure OpenAI Service.

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ai-rag-chat-evaluator

Tools for evaluation of RAG Chat Apps using Azure AI Evaluate SDK and OpenAI

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