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Tutorials updated for UltraRAG 3.0. See
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Jan 12, 2025
UltraRAG v2.1.3
2026-1-12
UltraRAG v2.1.3 Update
Improved system stability and fixed implementation bugs such as Search-o1.
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Nov 25, 2025
UltraRAG v2.1.2
2025-11-25
UltraRAG v2.1.2 Update
Provided ToolCall and PipelineCall features for direct local code invocation.
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Nov 13, 2025
UltraRAG v2.1.1
2025-11-13
UltraRAG v2.1.1 Update
Decoupled retrieval and indexing architecture and supported Milvus/Faiss, comprehensively improving stability and flexibility.
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Oct 22, 2025
UltraRAG v2.1
2025-10-22
UltraRAG v2.1 Update
RAG Servers fully upgraded — refactored document parsing and knowledge base construction processes, enhanced multi-modal RAG capabilities, and supported more backend frameworks.
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Aug 28, 2025
UltraRAG v2.0
2025-08-28
UltraRAG v2.0 Update
Low-code RAG framework based on MCP, helping researchers build complex processes more efficiently and achieve innovative R&D.
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