Author(s): Yogender Pal Originally published on Towards AI. 1. The architecture AI applications need more than a connection to a large language model. When multiple users interact with an AI service, the application must establish who they are and determine which operations …

Author(s): Yogender Pal Originally published on Towards AI. Leveraging graph-based retrieval underneath vector embeddings to add structure, depth, and accuracy to RAG pipelines Communities in a knowledge graph are clusters of entities that are more strongly connected to each other than to …

Author(s): Yogender Pal Originally published on Towards AI. Build and deploy a private GPT4-tier reasoning setup which trains on the custom documents I successfully delivered a full-blown context-injection AI agent tailored for enterprise use, enabling staff to query and analyze company documents …