PinnedPublished inData Science CollectiveBuilding a RAG System with MMR for Safaricom’s Smart AssistantIn this post, we continue to explore the implementation of a Retrieval-Augmented Generation (RAG) system designed for Safaricom — a Telkom…Mar 241Mar 241
Published inData Science CollectiveCreating a Personalized Safari Guide with Agentic AI and Text-to-Speech (TTS)I was talking to one of my friends the other day about the advancements in Text To Speech(TTS) and Speech To Text(STT) systems in the…4d ago4d ago
Published inData Science CollectiveHow to Create an Entire RAG System as a NewbieAn end-to-end tutorial for developing a RAG ApplicationMar 19Mar 19
The Changing Face of Customer Service in the AI Era 🤖🔄: A Bold Yet Realistic Look for Customer…Customer service has always been crucial for business success. Look at Amazon — they’ve built an empire partly on their obsession with…Mar 15Mar 15
AI-Powered Equipment Maintenance Planning: Leveraging DeepSeek LLM and CrewAI for Smarter DecisionsStuck behind a paywall? Read for free!Feb 17Feb 17
Drive Customer Success: Supercharging Safaricom’s Product FAQs with Llama 2 ModelTransforming Customer Experiences: How a Finetuned Llama 2 Model can Empower Product FAQsSep 8, 2023Sep 8, 2023
Web Scraping Product Driven Question-Answer PairsA Comprehensive Guide to Web Scraping Safaricom’s FAQs to Finetune a Large Language Model for Chatbot DevelopmentSep 6, 2023Sep 6, 2023
Harnessing GPT-Powered AI to Query and Summarize Multiple Hansard Reports in the Kenyan ParliamentThe Hansard and Audio Services Directorate within the Kenyan Parliament is responsible for recording and producing verbatim reports of…May 19, 2023May 19, 2023
Uncovering Patterns and Trends in Ausgrid Power Outage DataOutage Frequency Patterns in Electricity TransmissionMay 7, 2023May 7, 2023
Published inTDS ArchiveCapacity Optimization in Freight Trains with Real DataA Complete Guide to Capacity Allocation and Optimization with real freight train data in PythonOct 9, 20211Oct 9, 20211
