Tag: Knowledge Graph
Posts with this tag
- Unified Knowledge Graph RAG: GraphRAG and LightRAG Are Query Policies, Not Global Switches
A systems reading of AWS's Unified Knowledge Graph RAG reference stack: how GraphRAG and LightRAG share ingestion, graph, hybrid retrieval, and lineage infrastructure while selecting a query strategy per question.
- What Changed in OKF 0.2: Provenance and Attested Computation
Compares OKF v0.1 and v0.2: provenance, attested computation, source reputation, and the verified family. This article covers what changed—not an OKF primer.
- LangChain OpenWiki: The Automated Code Documentation Manager Tailored for AI Agents
An in-depth exploration of LangChain's latest open-source tool, OpenWiki. From the underlying Git Diffs tracking mechanism to the brand-new 'OpenWiki Brains' proactive memory, comprehensively analyzing how to build an exclusive codebase documentation system that reduces Token consumption for AI Coding Agents.
- GraphRAG In-Depth Analysis: How to Build Smarter AI Retrieval Workflows Using Knowledge Graphs?
Explore the highlights of Cassie Shum's talk at QCon AI. Learn from the ground up how GraphRAG solves enterprise RAG pain points through Global Context, Multi-hop Reasoning, and Cypher queries, with practical architectural implementations.
- GitLab Orbit: Querying Code and SDLC Relationships for AI Agents
GitLab Orbit builds a queryable graph from code and software-lifecycle data; this article clarifies Remote, Local, MCP, and the current Beta and Experiment boundaries.
- What Is PixelRAG: Retrieval Over Webpage Screenshots
PixelRAG shifts retrieval from plain text to webpage screenshot pixels. This post covers what it solves and where the evidence stops—not a "screenshots beat text" slogan.
- What Is OKF: Google's Format for Enterprise Knowledge Agents Can Read
Introduces Google Cloud's Open Knowledge Format: why files plus YAML serve as the agent knowledge interface, and what OKF is not.
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