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This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter Notebook 9,749 1,014 Updated Dec 25, 2024

Pulumi - Infrastructure as Code in any programming language πŸš€

Go 22,134 1,136 Updated Dec 28, 2024

Large-scale LLM inference engine

Python 1,204 135 Updated Dec 29, 2024

πŸ™Œ OpenHands: Code Less, Make More

Python 39,335 4,427 Updated Dec 29, 2024

Get up and running with Llama 3.3, Mistral, Gemma 2, and other large language models.

Go 104,730 8,370 Updated Dec 28, 2024

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

JavaScript 53,519 6,583 Updated Dec 29, 2024

A distributed job server built specifically for queuing and executing heavy SQL read jobs asynchronously. Separate out reporting layer from apps. MySQL, Postgres, ClickHouse.

Go 835 125 Updated Dec 13, 2024

Get your documents ready for gen AI

Python 16,848 870 Updated Dec 19, 2024

ZenML πŸ™: The bridge between ML and Ops. https://zenml.io.

Python 4,286 458 Updated Dec 27, 2024

😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.

40 Updated Dec 8, 2024

Google's Engineering Practices documentation

20,057 1,960 Updated Sep 19, 2024

Janus-Series: Unified Multimodal Understanding and Generation Models

Python 1,275 62 Updated Nov 13, 2024

Rank LLMs, RAG systems, and prompts using automated head-to-head evaluation

TypeScript 101 7 Updated Dec 16, 2024

12 Weeks, 24 Lessons, AI for All!

Jupyter Notebook 35,325 6,083 Updated Nov 11, 2024

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

Python 12,345 1,685 Updated Dec 29, 2024

Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.

Python 10,000 1,011 Updated Dec 27, 2024

Build your own second brain with supermemory. It's a ChatGPT for your bookmarks. Import tweets or save websites and content using the chrome extension.

TypeScript 7,510 735 Updated Sep 21, 2024

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 A…

Jupyter Notebook 4,956 615 Updated Dec 22, 2024

Your Automatic Prompt Engineering Assistant for GenAI Applications

Python 2,672 431 Updated Apr 22, 2024

The Arazzo Specification - A Tapestry for Deterministic API Workflows

JavaScript 244 44 Updated Dec 24, 2024

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

Rust 1,301 26 Updated Sep 9, 2024

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

Python 5,761 659 Updated Dec 25, 2024

The database client every command line junkie deserves.

Go 2,473 66 Updated Dec 20, 2024

πŸ“ The open-source synthetic monitoring platform πŸ“

TypeScript 6,580 425 Updated Dec 29, 2024

Open-Source Perplexity

TypeScript 892 190 Updated Jul 7, 2024

LLM101n: Let's build a Storyteller

30,749 1,678 Updated Aug 1, 2024

Create an awesome GitHub profile in minutes

JavaScript 986 155 Updated Aug 14, 2024

All major services between AWS, Azure, and GCP are mapped with links pointing to product home pages.

791 135 Updated Aug 19, 2024
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