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FastGPT Quick Start Guide: Building an Enterprise AI Knowledge Base in 30 Minutes FastGPT is an open-source AI agent platform that simplifies complex large language model applications through drag-and-drop workflows. This guide will walk you through deployment, core configuration, and practical implementation to transform AI into your organizat ...

Hardware Requirements The following configurations are for reference only: ChatGLM3-6B + M3E: NVIDIA RTX 3060 12GB or higher Qwen:4B + M3E: NVIDIA RTX 3060 12GB or higher Qwen:2B + M3E: NVIDIA GTX 1660 6GB or higher Larger models require better GPU performance. Extremely small models can run on low-end CPUs, but inference accuracy will be poo ...

1. Local Model Setup Required Repositories & Resources: ChatGLM3-6B code: https://github.com/THUDM/ChatGLM3 FastGPT: https://github.com/labring/FastGPT Vector model M3E (deploy via Docker): https://huggingface.co/moka-ai/m3e-base Anaconda3 installer: https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/ Create Conda Environment conda cre ...

As Large Language Models (LLMs) continue to evolve, many industries are exploring practical applications such as Natural Language to SQL (NL2SQL) to simplify data querying. Given the high cost of fine-tuning models, most enterprises rely on a combination of advanced prompt engineering and Retrieval-Augmented Generation (RAG) using knowledge bas ...