Timo SelvarajEffective Methods to Mitigate Hallucinations in Large Language Models (LLMs)Hallucinations in LLMs occur when the models generate text that appears plausible but is factually incorrect or nonsensical. Several…Jul 24Jul 24
Timo SelvarajHow can your LLM explain an image to users? (Not just another OCR solution)Images are used extensively in Word documents, PPTs, PDFs, websites, and academic/technical journals. Customers and employees need help…Jul 23Jul 23
Timo SelvarajRAG Pipelines vs. RAG Products: Why Enterprises Should Choose Integrated RAG PlatformsAs enterprises look to leverage the power of large language models (LLMs) for applications like intelligent search and question answering…Jun 18Jun 18
Timo SelvarajSetup a RAG application on AWSCustomers with existing data and documents currently managed on AWS can now easily set up a RAG application using SearchBlox. Setting up a…Jun 5Jun 5
Timo SelvarajEnabling Enterprise Adoption of RAG Applications with CPU-only InferenceTo enable the widespread, large-scale enterprise adoption of Retrieval Augmented Generation (RAG) based applications and productivity tools…May 30May 30
Timo SelvarajinSearchBloxConversational Chatbots can assist with multi-channel self-serviceLarge enterprises struggle to maintain a single source of truth for content that is available to multiple audiences and channels. Customers…May 20May 20
Timo SelvarajinSearchBloxLeveraging Enterprise Search for Retrieval-Augmented Generation (RAG)As question-answering and AI assistant capabilities become increasingly important for organizations, the Retrieval-Augmented Generation…May 3May 3
Timo SelvarajinSearchBloxHow to Process Documents for RAG (Retrieval-Augmented Generation) ChatbotsBy combining the generation capabilities of large language models (LLMs) with a retrieval component typically using a vector or semantic…May 1May 1
Timo SelvarajinSearchBloxWhat is the most important success factor for your RAG chatbot?For chatbots that leverage the retrieval-augmented generation (RAG) approach, the most important factor for their performance is the…Apr 29Apr 29
Timo SelvarajinSearchBloxTurbocharge Your OpenSearch with a Fast Enterprise Search CrawlerOpenSearch is a powerful open source search and analytics suite that allows you to derive insights from vast amounts of data. OpenSearch is…Apr 29Apr 29