Databricks AI Playground
Your Quick Start Guide Introduction Databricks provides an AI Playground that is a chat-like environment for testing and comparing models. It supports foundation models like Databricks DBRX Instruct or Meta Llama 3, on a pay-per-token-basis. Also, it supports models you’ve created (via the Model Registry with a Serving Endpoint). The AI Playground reduces time spent […]
Demystifying The Artificial in Artificial Intelligence
The field of Natural Language Processing (NLP) has exploded in popularity in recent years. Largely because accessibility has become so simple for the public. These days developers have such simple access to large language models (LLMs) through tools like AWS Bedrock that creating a generative AI application has never been easier. With these models being […]
Transforming Financial Services: The Impact of Generative AI
Generative AI is rapidly transforming the FinTech industry, offering groundbreaking solutions that enhance efficiency, bolster security, and elevate customer engagement. This technology, which includes capabilities like natural language processing and machine learning, is being leveraged to automate complex processes, personalize customer interactions, and even combat fraud more effectively. By analyzing vast amounts of data and […]
Navigating the Ethical Landscape: Generative AI in Data Engineering
Exploring the integration of generative AI in data engineering and its ethical implications. Introduction The integration of generative AI into data engineering marks a significant evolution in the way data ecosystems are managed and utilized. As these advanced technologies take on more complex tasks traditionally performed by humans, they bring forth not only enhanced efficiency […]
Exploring the Future: Generative AI Webinars by Industry Vertical
Introduction to Generative AI and Its Impact Across Different Industries Generative AI is revolutionizing industries by automating creative processes and enhancing decision-making capabilities. This technology uses algorithms to generate content, solve problems, and derive insights from vast datasets, becoming a crucial tool across various sectors. As industries aim to harness the power of generative AI, […]
Augment Your Retrieval: LLMs with Python LangChain and AWS OpenSearch VectorSearch database
Introduction In this blog post we will introduce vector databases and some of the algorithms used for indexing and show examples of how to work with AWS OpenSearch vector database using python and LangChain library. Vector databases A vector database is a type of database that stores high-dimensional vectors for fast retrieval and similarity search. […]
Streamlining Talent Acquisition with HireBot, your AI Powered Recruiter
Introduction HireBot is a chatbot designed to streamline the initial screening process of candidate resumes and profiles for recruiters and hiring managers. It leverages natural language processing to interpret resumes, allowing users to query candidate information through a natural language interface. The primary issue HireBot addresses is the time-consuming nature of manual resume screening, reducing […]
External Knowledge Base for LLMs: Leveraging Retrieval Augmented Generation Framework with AWS…
Introduction In the realm of artificial intelligence and language models, the pursuit of enhancing their capabilities is a constant endeavor. Today, we embark on a journey to explore an innovative approach that has the potential to revolutionize the way we harness the power of AI. Picture a scenario where your language model not only excels […]
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 […]
