Progressive Investment in AI: How to Plan and Execute
Author(s): Leapfrog Technology Originally published on Towards AI. In the ever-evolving landscape of technology, Artificial Intelligence (AI) and Generative AI (GenAI) have emerged as transformative forces capable of revolutionizing business operations. As a leading software sourcing company, we recognize the immense potential …
Beyond pre-trained LLMs: Augmenting LLMs through vector databases to create a chatbot on organizational data
Author(s): Leapfrog Technology Originally published on Towards AI. In the ever-evolving realm of AI-driven applications, the power of Large Language Models (LLMs) like OpenAI’s GPT and Meta’s Llama2 cannot be overstated. In our previous article, we introduced you to the fascinating world …
Harnessing the power of LLMs and LangChain for structured data extraction from unstructured data
Author(s): Leapfrog Technology Originally published on Towards AI. In today’s ever-evolving tech landscape, the rise of Large Language Models (LLMs) has brought about a transformative shift in how we engage with digital applications and content. These advanced language models, exemplified by renowned …
Identifying Generative AI Opportunities for Your Enterprises
Author(s): Leapfrog Technology Originally published on Towards AI. In the ever-evolving landscape of technology, businesses are constantly seeking ways to stay ahead of the curve. One of the most transformative technologies of our time is Artificial Intelligence (AI). At Leapfrog Technology Inc., …
Vector Search Techniques for AI in Pinecone
Author(s): Leapfrog Technology Originally published on Towards AI. Written by Aayush Karn & Aayush Shrestha In the fast-evolving world of Artificial Intelligence (AI) and Generative AI, understanding the nuances of various search techniques is crucial. Our previous blogs introduced the concept of …
Key Steps to Prepare Your Enterprise for AI Integration
Author(s): Leapfrog Technology Originally published on Towards AI. Artificial Intelligence (AI) is transforming industries by enhancing efficiency, fostering innovation, and providing competitive advantages. As businesses seek to integrate AI into their operations, understanding the necessary steps and strategies becomes essential. In this …
Securing GenAI: Vol 3 — Privacy, Security, and Compliance
Author(s): Leapfrog Technology Originally published on Towards AI. Written by Manu Chatterjee, Head of AI at Leapfrog Technology Welcome to the third article in our series on Generative AI (GenAI) security in the enterprise. In our previous articles, we explored the broad …
Securing GenAI: Vol 2 — Prompt Injection and Mitigation
Author(s): Leapfrog Technology Originally published on Towards AI. Written by Manu Chatterjee, Head of AI at Leapfrog Technology In our ongoing series on Generative AI (GenAI) security, we’ve explored the broad challenges and unique vulnerabilities these systems introduce into enterprise environments. Today, …
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