TigerGraph GraphRAG 2.0.4 Adds Trace Logs to Debug Agent Retrieval Like Software

JeremyCMorgan · x · 2026-10-31

TigerGraph GraphRAG 2.0.4 introduces Trace Logs that expose the structured queries the system actually ran, making it clear whether a misfiring agent retrieved bad context, wrote a bad query, or misread the result—"debugging GraphRAG like software." The project is open-sourced on GitHub under AGPL-3.0 (23 stars, 25 forks); TigerGraph is the only supported vector and graph backend, hybrid search is the officially supported retrieval method, and other retrieval modes plus the agentic chat engine are provided as-is for self-service use.

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