LLMs used for entity extraction via open-source packages and NLP integrations
Embeddings generated with Machine Learning algorithms. Mathematical representation of the data for enhanced relationships
LLMs from OpenAI using LangChain and CrewAI for creation of multi-agent workflows, automating task pipelines
Latent Dirichlet Analysis (LDA) and other clustering algorithms (UMAP AND HDBSCAN)