PinnedMinyang ChenAutomatic Knowledge RAG with R2RThis is part two of Demystify Knowledge RAG frameworks. In our previous writing, we explored Knowledge RAG concepts, Microsoft GraphRAG…Jul 162Jul 162
PinnedMinyang ChenNASA Bidara prompt engineering techniquesAlthough ChatGPT, or like LLM models using natural language as interface, works great for many use cases. However, to achieve a desired…4d ago4d ago
PinnedMinyang ChenBuilding High Performance Computing Clusters (GPU) for AIThe use of GPU accelerated machine learning workloads. Multi GPUs and Multi-Nodes enable distributed training at scale. Supercomputers rely…1d ago1d ago
PinnedMinyang ChenIntroduction of PAVAI Prototypes: LLM-based implementation of Voice User Interface (VUI) Private…Previously, I wrote a post on why offline voice assistant is the future. Developing a private, offline voice-based AI assistant has been on…Jan 2Jan 2
PinnedMinyang ChenFinetune LLM to convert a receipt image to json or xmlMotivationOct 7, 20234Oct 7, 20234
Minyang ChenIt’s time to adopt Memory-Safe Programming Languages for better reliability and security?Software engineering can be an art as well as a science, and most software is not uniform; some behavior may be very unpredictable. Today’s…4d ago4d ago
Minyang ChenApply Built-in Knowledge Graph Algorithms in Neo4J + MemgraphOnce we have data points saved in a Knowledge Graph, then we are ready to explore the use of graph algorithms to uncover hidden patterns…Jul 20Jul 20
Minyang ChenDeep Dive: Transforming Text into Knowledge Graphs with LLMBenefits of Knowledge graphs is put data in context via linking and semantic metadata which express relationships between data. Knowledge…Jul 18Jul 18
Minyang ChenDemystify Knowledge RAG frameworksIn this writing, let’s take a dive into knowledge graph concepts, how it solves the problem of finding a needle in a haystack. GraphRAG…Jul 151Jul 151
Minyang ChenLLM Model MergingIn this article, I will share my views on the innovative method of model blending techniques and algorithms, and discuss the results of my…Mar 14Mar 14