A Benchmark Workflow and Dataset Collection for Query Refinement
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Jun 12, 2023 - Python
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query-refinement
Here are 6 public repositories matching this topic...
Extensible and Configurable Toolkit for Query Refinement Gold Standard Generation Using Transformers
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Jun 2, 2025 - Python
An Agentic RAG system built on Model Context Protocol (MCP) to decouple tool execution from agent logic, enabling scalable and modular AI workflows.
python mcp openai semantic-search multi-agent-systems autonomous-agents rag tool-use vector-database query-refinement chromadb llm-agents agentic-rag model-context-protocol
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May 11, 2026 - Python
A new package that transforms unstructured text queries into highly structured, search-optimized outputs. The package takes a user's text input, such as a search query or a description of information
information-retrieval text-transformation structured-output search-optimization query-refinement search-efficiency data-structuring search-engine-performance accuracy-improvement llmatch-messages unstructured-text-queries standardized-input-format research-applications e-commerce-applications precision-search relevant-results
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Dec 21, 2025 - Python
This repository contains jypytor notebook for query refinement and uses MAP and TNSE graphs to visualize the query shifting.
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Jun 30, 2020 - Jupyter Notebook
RAG-Powered Wikipedia Question Answering
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Jan 15, 2026 - Python
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