Combat Solutions @CombatSolution_

RAG with LLMs seems deceptively simple but is extraordinarily hard to do well. Building an intelligent ChatGPT-like tool with a custom knowledge base requires multiple non-trivial components. A simple vector database for retrieval is rarely enough; you need a semantic understanding of the query and a full-scale search engine that powers the "retrieval." At Abacus AI, we spend a lot of time thinking and automating the real-world use cases that our customers have, and while rewarding, it's pretty challenging 😅 We have just scratched the surface here, and a lot more can be done to create robust RAG-based ChatLLMs Like every other machine learning problem, it's straightforward to get a prototype from a notebook template in a couple of hours, but then it takes months to pass all the evaluations and put the system in production. We do it in weeks!😉 We are actively working on this problem, and if you want us to help you with a free POC, drop us a line. P.S. This image is from a survey paper that may be worth checking out; link in alt.

Generative AI Security: Getting ready for Salesforce Einstein Copilot! Salesforce is officially rolling out Einstein Copilot to eagerly-awaiting customers. This new conversational AI assistant will revolutionize how sales, marketing, and customer service agents interact with customers and access internal documentation within the CRM tool. Einstein Copilot can understand natural language queries to answer questions, provide insights, and perform tasks across Salesforce to help streamline daily processes and increase productivity. The new AI will bring great leaps in productivity and streamline processes, but it will also come with risks that you must take the necessary steps to mitigate. #Salesforce #EinsteinCopilot #Copilot #AI #Productivity

📊 Microsoft Copilot 2.0 — Now Available for FREE! Microsoft has released the updated version of its powerful coding and data assistant. Copilot 2.0 now analyzes data in Excel using Python and automates complex tasks! What Copilot 2.0 Can Do: • Generate, insert, and execute code based on your queries. • Create professional-looking charts and graphs from your data. • Work with any type of formula and even make predictions. • Handle all financial operations and manage accounting. • Remove empty cells, draw conclusions, and suggest where to cut costs. 👉 Copilot 2.0 is now available for free in Excel, PowerPoint, Outlook, Word, and OneDrive!

Build powerful products with the most accurate Speech AI models on the market. ✅ Superhuman transcription accuracy and low-latency ✅ 30% fewer hallucinations than other providers ✅ 13.5% more accurate than models like Whisper Start building with $50 in free credits 👇

Get ready to celebrate vibrant colors with @KritiSanon in Motorola’s 'Hello Colours. Hello AI' campaign! Grab your #Motorola phones with AI & stunning designs at the lowest prices ever during @Flipkart’s Big Billion Day sale! #MotorolaRangeelaRe #HelloMotoHelloColours

Gems of Krutrim, an "indigenous" AI chatbot created by Ola.

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Chatting about conspiracy theories with an AI chatbot - Pepijn van Erp - bit.ly/3XH63xp via @pjvanerp

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Wishing you a joyous Ganesh Chaturthi from Combat Solutions! As Lord Ganesha removes obstacles and brings success, we’re committed to simplifying business challenges with our AI-driven chatbots. May this festival bring new beginnings, growth, and prosperity to all. #AI #GenAI