co-authors: Meghana Venkataswamy, Sean Cahill, Salman Ahmed Mian Architecture What is a Foundational Model? How Do we customize the FM to our Data and needs? Our /hr-bot uses RAG Technique FAISS (Facebook AI Similarity Search) What is AWS Kendra LangChain AWS Bedrock Slack integration Terraform Challenges and opportunities Navigating policy and rules in a large […]
· The role of large language models in creating knowledge graphs from unstructured data.· Comparison of Top Models· Storage Platforms for Knowledge Graphs· Practical Example: Knowledge Graph from Wikipedia Text· Best Practices and Tips for Using Large Language Models in Knowledge Graph Creation· Conclusion In the vast realm of data, the ability to meaningfully connect […]
Apache Cassandra is an open-source, NoSQL database with a distributed architecture to maximize availability and reliability. Due to the relative ease with which clusters may be scaled, Cassandra is a popular choice for use cases involving heavy writes with simple, pre-defined querying needs. Despite this ease of use, the effort involved in managing a Cassandra […]
Introduction: Event driven architecture as defined by Amazon is a system whose architecture uses events to trigger and communicate between decoupled services and is common in modern applications built with microservices. An event is a change in state or an update. Event-driven architectures have three key components: event producers, event routers, and event consumers. A […]