Shypd.aiThe largest open index of AI toolsrag-stack is an AI Agents & Automation tool that deploys a private ChatGPT alternative within your VPC. It connects to your organization's knowledge base and supports open-source LLMs like Llama 2, Falcon, and GPT4All.
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rag-stack is an open-source solution designed to deploy a private ChatGPT alternative securely within your Virtual Private Cloud (VPC). It functions as a corporate oracle by connecting to your organization's knowledge base, enabling Retrieval Augmented Generation (RAG). This technique augments LLM capabilities by retrieving information from external systems, providing context beyond their training data. rag-stack supports open-source LLMs such as Llama 2, Falcon, and GPT4All, offering a more reliable, faster, and cost-effective alternative to fine-tuning models. It includes a server and UI for PDF upload, allowing users to chat over their documents using Qdrant as a vector database. Deployment options are available for Google Cloud, AWS, and Azure.
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