Granite Retrieval Agent provides developers with a flexible platform to build retrieval-augmented generative AI agents that combine semantic search and large language models. Users can ingest documents from diverse sources, create vector embeddings, and configure Azure Cognitive Search indexes or alternative vector stores. When a query arrives, the agent retrieves the most relevant passages, constructs context windows, and calls LLM APIs for precise answers or summaries. It supports memory management, chain-of-thought orchestration, and custom plugins for pre- and post-processing. Deployable with Docker or directly via Python, Granite Retrieval Agent accelerates the creation of knowledge-driven chatbots, enterprise assistants, and Q&A systems with reduced hallucinations and enhanced factual accuracy.

PromptMule is a cloud-based API caching service tailored for Generative AI and LLM applications. By providing low-latency AI & LLM optimized caching, it significantly reduces API call costs and improves app performance. Its robust security measures ensure data protection while enabling efficient scaling. Developers can leverage PromptMule to enhance their GenAI apps, achieve faster response times, and lower operational expenses, making it an indispensable tool for modern app development.