RAG Tools and Frameworks

#langchain #haystack #lama RAG systems do not work magically on their own. They are built using RAG tools and frameworks that handle data retrieval, context injection, and AI responses. In this short video, I explain the most commonly used RAG frameworks like LangChain, LlamaIndex, and Haystack, and what role they play in building real AI knowledge systems. These RAG tools help developers and AI builders: Connect documents and data sources Retrieve relevant information Pass the right context to large language models Generate grounded and accurate AI outputs Frameworks like LangChain are often used to build AI workflows, LlamaIndex focuses on data indexing and retrieval, and Haystack is used for production-grade search and knowledge systems. If you want to move beyond basic AI usage and understand how RAG systems are actually built, learning these tools and frameworks is an important step. Subscribe for more content :) Follow my Social Media accounts here ____________________________________________________________________________ Instagram : https://www.instagram.com/hemanth_tech_universe/ ____________________________________________________________________________ LinkedIn : https://www.linkediacn.com/in/kumar-makkala/ ____________________________________________________________________________ Youtube : https://www.youtube.com/channel/UCSrvEp9j-BjJ86h7sIITsjg?sub_confirmation=1 ____________________________________________________________________________ #shortsyoutube #shortsvideo #shortsfeed #shorts #shortsviral #aitools #aiskills #ai