Chia Jeng YanginWhyHow.AIWhyHow.AI KG SDK Upgrade: Vector Chunk Linking with Graphs — Increasing Explainability & AccuracyExcited to announce another major upgrade to WhyHow.AI’s Knowledge Graph SDK — tying vector chunks to graph nodes.6 min read·1 day ago----
Chia Jeng YanginWhyHow.AIMilvus Integrated into WhyHow.AI’s Open-Source Rule Based Retrieval PackageWe’re pleased to announce we’ve extended our open source rule based retrieval package to incorporate the Milvus vector database.3 min read·6 days ago----
Chia Jeng YanginWhyHow.AILearnings in Q1 ’24 about Knowledge Graphs and RAGWhy the market for RAG is huge, RAG as a process not a system, and Minimum Viable Graphs as the future of GraphRAG.3 min read·Apr 28, 2024----
Chia Jeng YanginWhyHow.AIIntroducing Schema Controlled Automated Knowledge GraphsWe are building tools to help you structure your data with your opinion, through knowledge graph tooling.5 min read·Apr 21, 2024--2--2
Chia Jeng YanginWhyHow.AIThe role of Small vs Big Knowledge GraphsInjecting context with “Small Graphs “to structure semantic focus at the point of failure of LLMs5 min read·Apr 12, 2024----
Chia Jeng YanginWhyHow.AIKnowledge Graphs, Memory & Semantic Structure in RAG: Takeaways from LangChain’s Memory HackathonThe next frontier of LLM applications: Structured Knowledge Representation3 min read·Apr 7, 2024----
Chia Jeng YanginWhyHow.AIWhyHow.AI’s Knowledge Graph Creation SDK — “UNDERSTAND”Using your sample questions as the basis for Knowledge Graph creation, simplifying the creation of structured and deterministic knowledge.7 min read·Apr 1, 2024--1--1
Chia Jeng YanginWhyHow.AIDeterministic Document Structure based RetrievalCapturing document structures for deterministic rule-based RAG traversals as the next step for semantic information extraction.3 min read·Mar 24, 2024--2--2
Chia Jeng YanginWhyHow.AIOpen-Sourcing Rule-based RetrievalWhyHow.AI builds developer tools to bring more accuracy and determinism to AI solutions, including graph technologies.9 min read·Mar 19, 2024--1--1
Chia Jeng YanginWhyHow.AIImproving LLM information retrieval: ETL to ECL (Extract-Contextualize-Load)As LLMs turn turn data processing into semantic processing, we believe ETL processes will turn into ECL processes.7 min read·Mar 16, 2024--5--5