In this video we will build a multi AI agent with RAG using Langraph and AstraDB with integration with the Llama 3.1 open source model using Groq API. Vector database that provides optimized storage and access for vector embeddings, which are mathematical representations of data. Astra DB is built on Apache Cassandra, an open-source NoSQL database that powers some of the world's largest applications, including Instagram and Netflix. https://dtsx.io/KrishAstraDB Code file : https://colab.research.google.com/drive/1cOXr3ne-VTdcnP9IGlrB8AeeRAUPhxxJ#scrollTo=g4takLNeS4TC