Agile ‘thin slice’ technique: Explained

Introduction In today’s fast-paced development environment, the Agile methodology stands out for its emphasis on delivering functional features to users as early as possible. This approach challenges traditional, lengthy development cycles by advocating for the incremental release of a product’s most essential functionalities. By prioritizing early delivery, Agile aims to provide immediate value to users, […]

Data Engineering Methodology: From requirements to hand-off

Introduction Joining or starting data projects in large enterprise environments with many stakeholders can be stressful, not to mention a technical implementation nightmare. When the primary stakeholders can’t (or won’t) give the project team clear requirements, the onus falls to the technical implementation team to create order from the chaos and organize the delivery team […]

Use AWS Bedrock language models with a Slack-powered chatbot

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 […]

Harnessing the Power of Large Language Models for Knowledge Graph Creation

· 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 […]