{"repo":"weaviate/recipes-ts","free":true,"listed":false,"github":"https://github.com/weaviate/recipes-ts","clone":"git clone https://github.com/weaviate/recipes-ts.git","description":"This repository shares end-to-end scripts on how to use various Weaviate features and integrations!","language":"TypeScript","stars":18,"topics":["agents","ai-engineer","generative-ai","javascript","llm-frameworks","retrieval-augmented-generation","vector-database","vector-search"],"license":null,"category":"ai-agents","readme_excerpt":"Welcome to Weaviate JavaScript Recipes 💚 This repo covers end-to-end examples of various features and integrations with Weaviate for JavaScript Developers! 💡 This repo can also be used online with Replit What are recipes? Recipes are end-to-end scripts showing various features and integrations. Recipes are a reference for what using the Weaviate client can look like. Concepts Covered 🗺️ Here are some of the concepts this repository covers: Similarity Search 🔎 Similarity Search leverages various machine learning models to perform searches based on semantic similarity. In Weaviate, this is done with query.nearText , query.nearObject and query.nearVector operators. Generative Search ⌨️ Generative Search allows you to improve your search results by piping them through LLM models to perform RAG. In Weaviate, this is done with generate.nearText , generate.nearObject and generate.nearVector operators. ⚠️ Before getting started, you need to follow the installation Setup Instructions detailed in the setup section of this document. You will need the setup completed to successfully run the recipes. 🚀 Setup Instructions 🌐 Run on Replit 1. Open on recipes on Replit Navigate to the recipes Replit and fork it. 2. Run in Weaviate Cloud Service Head to WCS, where you can easily create a free sandbox cluster. Take note of your cluster URL and apiKey and add them to your .env file as WEAVIATE URL and WEAVIATE ADMIN KEY respectively. 3. Define environment variables The .env.example file co","default_branch":null,"files":null,"tree":[],"storefront":"/r/weaviate","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/weaviate/recipes-ts/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}