Pathway’s Post

Building Dynamic RAG Apps is a breeze with LangChain + Pathway! 🚀 Check out the App Template by Szymon Dudycz that helps you get started with your dynamic RAG app in Google Colab using your own data in minutes: https://lnkd.in/dPZb8vM3 LangChain is a popular framework for working on RAG applications. But as changes occur in data sources, developers often struggle a lot. ETL pipelines become messy, and keeping up with these changes becomes a headache for developers. Pathway's integration with LangChain solves this problem by ensuring your applications always provide up-to-date knowledge. With Pathway's incremental updates: ✔️ Easily monitor several data sources for any data changes (insertions/deletions/changes) ✔️ Instantly sync your RAG apps ✔️ Avoid complex ETL adjustments from Day 1 Try this app template within Colab and streamline your RAG solutions for production. Pathway is also available natively as a vector store within the LangChain ecosystem. Check the link in the comments for details! #RAG #DynamicRAG #LLM #ETL #Pathway #LangChain #Realtime