Generative AI

Code for Parametric Retrieval Augmented Generation - oneal2000/PRAG

Ragas is an open source framework for testing and evaluating LLM applications. Ragas provides metrics , synthetic test data generation and workflows for ensuring the quality of your application while development and also monitoring it's quality in production.

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Restack helps engineers from startups to enterprise to build, launch and scale autonomous AI products.

Welcome to the next edition of " Data & AI, Leadership and Life" newsletter. In this edition we shall talk on "AI won’t replace you, but the person using AI will".

Become a 10X developer and deliver code faster by leveraging the power of Pieces, powered by your choice of cloud or on-device LLMs.

MiniCPM-o 2.6: A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone - OpenBMB/MiniCPM-o

Native foundation of the CryptID.js Identity-based Encryption library. - cryptid-org/cryptid-native

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Extract structured data from any website using our powerful AI-driven web scraping API.

Make RAG evaluation dataset. 100% compatible to AutoRAG

Quickest way to test naive RAG run with AutoRAG.

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Large language models (LLMs) represented by GPT family have achieved remarkable success. The characteristics of LLMs lie in their ability to accommodate a wide range of tasks through a generative...

Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039) - TonghanWang/ROMA

RAFT “Retrieval-Augmented Fine-Tuning” combines the benefits of RAG (Retrieval-Augmented Generation) and Fine-Tuning for better domain adaptation

Bridging LLM and Recommender System.

UniRec is an easy-to-use, lightweight, and scalable implementation of recommender systems. Its primary objective is to enable users to swiftly construct a comprehensive ecosystem of recommenders us...

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Introducing a new approach to graph-enabled RAG. LazyGraphRAG needs no prior summarization of source data, avoiding prohibitive up-front indexing costs. It’s inherently scalable in cost and quality across multiple methods and search mechanisms:

Real-time Groq status checker. Monitor API availability, response times, and error rates. Track Groq performance metrics and service reliability with live data.

语义增强可编程知识图谱SPG

Chat2DB is an AI-powered SQL client that transforms natural language into SQL queries. Supports MySQL, Redis, MongoDB, and enhances database management with Text2SQL and BI features.