Langchain Agents, Qdrant, Llama 3, Groq, Information Retrieval.
Vector Database provides powerful capabilities for efficient storage and retrieval of high-dimensional vectors. Here, we used the embedding model “all-mpnet-base-v2” from HuggingFace and used Qdrant as our Vector DB. # Initialize the TextEmbedding model from langchain.embeddings import