graphrag · research archive

graphrag research

9 posts tagged graphrag — essays and experiments on graphrag, drawn from the working notes behind computational sovereignty.

9 posts tagged graphrag clear

Aug 9, 2026Hermes Atlas v0.1: A Local-First, Incrementally-Compiled, Falsifiable Knowledge SystemHermes Atlas v0.1 is a local-first, incrementally-compiled, falsifiable knowledge system. This is a full replication guide: every command was run for real, and the failure modes are the findings.sovereign-ailocal-aiknowledge-graphgraphragfalsifiabilitylocal-first
Aug 9, 2026Hermes Atlas v0.2: Claim-Level Coverage, a Determinism Gate, and a Knowledge-Mutation CanaryHermes Atlas v0.2 is a benchmark-and-fix release: claim-level coverage localisation, a determinism gate that proves compile reproducibility, and a knowledge-mutation canary. Every number below was measured, not asserted.sovereign-ailocal-aiknowledge-graphgraphragfalsifiabilitylocal-first
Aug 9, 2026Hermes Atlas v0.3: An Evidence Ledger, a Provable Claim Lifecycle, and an Explain CommandHermes Atlas v0.3 adds an evidence ledger to every claim, a provable claim lifecycle (including DELETE-driven invalidation that retains history), and an `atlas explain` command. Every number below was measured, not asserted.sovereign-ailocal-aiknowledge-graphgraphragfalsifiabilitylocal-first
Aug 9, 2026Hermes Atlas v0.4: Proving the Evidence Ledger & Claim Lifecycle with a Gold-Labeled BenchmarkHermes Atlas v0.4 proves the v0.3 evidence ledger and provable claim lifecycle with a gold-labeled benchmark. Every number was measured on a fixed, model-free corpus; two real bugs were found and fixed in the process. Everything below is reproducible.sovereign-ailocal-aiknowledge-graphgraphragfalsifiabilitylocal-first
Jul 11, 2026Knowledge Compiler: Why I'm Building a Compiler for Human Knowledge Instead of Another RAG SystemKnowledge Compiler transforms collections of Markdown documents into statically-deployable semantic artifacts — knowledge graphs, concept hierarchies, vector embeddings, and cluster maps — using a multi-pass compilation pipeline. No runtime LLM inference required.knowledge-compilerknowledge-graphsRAGGraphRAGAI-infrastructurelocal-ai
Jul 10, 2026The Telemetry Intelligence Engine: A Local-First GraphRAG System for Website AnalyticsA spec-driven walkthrough of the Telemetry Intelligence Engine (TIE): a local-first GraphRAG system that turns GA4 telemetry and site content into a behavioral knowledge graph an operator can query in natural language.graphraglocal-first-aiknowledge-graphsanalyticssovereign-ai
Jul 5, 2026Retrieval Architecture: Memory Systems That CompoundMemory systems and retrieval architecture for sovereign AI. Sovereign Memory Bank, Dynamic Persona MoE RAG, Objective05, and GraphRAG — the subsystems that make retrieval compound over time.retrieval-augmented-generationsovereign-memory-bankdynamic-persona-moe-ragobjective05sovereigntyspecgraphrag
Jan 12, 2026Autonomous AI Agents: Building Distributed Systems with Local LLMs - Developer PortfolioComprehensive portfolio guide to building autonomous AI agents using local inference, MCP protocols, and GraphRAG. Showcase of SpecGen, MCBot01, PersonaGen, and Orthos for AI developers seeking computational sovereignty.autonomous-ai-agentslocal-llmollamamcp-protocolgraphragai-development
Nov 15, 2025Building and Evaluating a Local-First Research Assistant with GraphRAG and vero-evalComplete technical guide to building a production-ready research assistant using GraphRAG, Neo4j knowledge graphs, Ollama local LLMs, and vero-eval evaluation framework for rigorous AI system testing.AIGraphRAGLocal LLMNeo4jOllamavero-eval

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