I Built a RAG System That Never Hallucinate — Here’s the Exact Architecture
A developer has created Aksibu Mini, an open-source engineering context engine designed to unify fragmented data from various tools like Jira, GitHub, and Confluence. The system uses a two-pipeline approach: GraphRAG for understanding engineering stacks and dependencies, and Cited Document Search for querying documents with precise citations. Both pipelines are engineered for cost-efficiency, with GraphRAG employing a tiered extraction method to minimize LLM usage and Cited Document Search leveraging local models. AI
IMPACT Provides a novel approach to operational data unification and retrieval, potentially improving incident response times and knowledge management for engineering teams.