Llm, Retrieval Augmented Gen, Telecommunication, Chatbots, Retrieval Augmented.
the construction of complex workflows for RAG models. In our case, LangChain facilitated key aspects of the RAG creation process, including data extraction from different document formats, text processing, and data storage in vector databases with efficient retrieval through embeddings [3].