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  • An open-source retrieval-augmented AI agent framework combining vector search with large language models for context-aware knowledge Q&A.
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    What is Granite Retrieval Agent?
    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.
    Granite Retrieval Agent Core Features
    • Custom document ingestion and indexing
    • Vector embedding and semantic search
    • Azure Cognitive Search integration
    • Large language model API orchestration
    • Context window construction and retrieval
    • Memory management for conversational state
    • Chain-of-thought and plugin architecture
    • Pre- and post-processing customization
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