A comprehensive guide to building RAG-based LLM applications for production.

End-to-end platform for building voice first multimodal agents

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LLM Based NLP Library.

A simple discord bot that listens to voice channel and generates a transcript, then assigns tasks and summarises the conversation

Deploy and Scale LLM-based applications

langchain-streamlit demo with streaming llm, memory, and langsmith feedback

Ray and Anyscale for UC Berkeley AI Hackathon!

Artifacts intended to support the Ray Developer Community: SIGs, RFC overviews, and governance. We're very glad you're here! ✨

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Interact with any LLM service

Scalable NLP model fine-tuning and batch inference with Ray and Anyscale

An Apache Airflow provider for seamless integration with Anyscale.

ray & RLlib tools for unified code across different repositories. Experiments with dynamic hyperparameters

Vercel AI chatbot with Anyscale endpoints

Pickup Line Generator is a fun and creative web application that helps you craft the perfect pickup line for your crush. Simply input a description of your crush and choose a style, and our AI-powered generator will create unique and creative pickup lines tailored to your preferences.

SDK for Anyscale Endpoint that makes it easy and cheap to use LLama 2

JobQ is a language-agnostic server for orchestrating background AI and backend jobs at any scale.

FastIQ is an innovative platform designed to streamline the integration and utilization of multiple API providers for large language models (LLMs). Our platform serves as a hub for developers, researchers, and businesses to access a diverse range of AI models from leading providers such as Groq, OpenAI, Anyscale, and TogetherAI, among others.

🏟️ A competitive multi-agent trading arena using RLlib + Ray

Scripts and documents related to the Vectara RAG hacakthon

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🔍 Enhance retrieval accuracy with a production-ready RAG system that integrates semantic and lexical search for optimal results.