Company
Date Published
Author
Bob Remeika
Word count
464
Language
English
Hacker News points
None

Summary

Ragie has launched a suite of new open-source developer tools and enhancements aimed at improving the development of Retrieval Augmented Generation (RAG) workflows. These tools include the ragie-mcp-server, which allows comprehensive access to an organization's knowledge base, and ragie-cli, a versatile command-line interface for managing data imports from various sources. Promptie serves as a test environment for AI prompt engineering, integrating Ragie's retrieval capabilities with Anthropic's generative AI to refine prompts and optimize retrieval settings. Base Chat offers a reference application for multi-tenant RAG chatbots, enabling interaction with knowledge bases through an intuitive interface. Additionally, the langchain-ragie integration simplifies the development of context-aware AI systems by connecting Ragie with LangChain, facilitating the creation of precise, knowledge-grounded applications. All these tools are available under the MIT license, allowing developers to freely use, modify, and share them.