Comprehensive parallel processing solutions Tools for Every Need

Get access to parallel processing solutions solutions that address multiple requirements. One-stop resources for streamlined workflows.

parallel processing solutions

  • AgenticIR orchestrates LLM-based agents to autonomously retrieve, analyze, and synthesize information from web and document sources.
    0
    0
    What is AgenticIR?
    AgenticIR (Agentic Information Retrieval) provides a modular framework where LLM-powered agents autonomously plan and execute IR workflows. It enables the definition of agent roles — such as query generator, document retriever, and summarizer — running in customizable sequences. Agents can fetch raw text, refine queries based on intermediate results, and merge extracted passages into concise summaries. The framework supports multi-step pipelines including iterative web search, API-based data ingestion, and local document parsing. Developers can adjust agent parameters, plug in different LLMs, and fine-tune behavior policies. AgenticIR also offers logging, error handling, and parallel agent execution to accelerate large-scale information gathering. With a minimal code setup, researchers and engineers can prototype and deploy autonomous retrieval systems.
Featured