Quick Deployment! Native Setup of DeepSeek with Ollama and Docker!

Quick Deployment! Native Setup of DeepSeek with Ollama and Docker!

Linux | Red Hat Certified | IT Technology | Operations Engineer 👇 Join the technical exchange QQ group of 1000 people. Note 【Official Account】 for faster approval. 1. Introduction to Ollama and Docker (1) Ollama (Ollama) Ollama is a powerful tool that provides convenience for managing and running models. It simplifies the process of downloading, … Read more

DeepSeek Deployment Guide: Efficient Practices from Local to Cloud

01 Overview of DeepSeek Deployment DeepSeek, as a high-performance open-source large model, supports various deployment methods, including local deployment, cloud deployment, and hybrid deployment. This article will detail how to efficiently deploy DeepSeek in different environments and optimize its performance. 02 Local Deployment 1. Hardware Requirements GPU: At least 1 NVIDIA A100 or equivalent GPU … Read more

Flowise – Visual Building of LLM Applications

Flowise - Visual Building of LLM Applications

Flowise is a low-code/no-code drag-and-drop tool that helps people easily visualize and build LLM applications. LLM applications have wide applications in many industries, from finance to healthcare, to retail and logistics. With FlowiseAI, even those without programming experience can create these applications without writing any code. This is also beneficial for organizations striving to quickly … Read more

Unleash Your Creativity: Flowise Low-Code LLM Development Platform

Unleash Your Creativity: Flowise Low-Code LLM Development Platform

❝ In today’s fast-changing technological era, language models (LLM) and artificial intelligence (AI) technologies are emerging like mushrooms after rain, presenting challenges for many developers and enterprises: how to quickly and efficiently apply these technologies? 🎉 To address this issue, low-code platforms have become the top choice for many users, helping them accomplish more complex … Read more

Flowise: The Open Source Workflow Tool with 22.5k Stars

Flowise: The Open Source Workflow Tool with 22.5k Stars

01 1. Introduction to Flowise Today, I will introduce a powerful workflow orchestration tool for large models—Flowise. It has currently reached 22.5k stars on GitHub. It is considered one of the most user-friendly workflow orchestration tools for large models and can be used commercially for free. Flowise is based on LangChain.js and is a very … Read more

Easily Build LLM Applications with Flowise Drag-and-Drop Components

Easily Build LLM Applications with Flowise Drag-and-Drop Components

Build large model applications using a drag-and-drop approach. This project allows you to customize large model (LLM) workflows through a visual drag-and-drop interface, making it easy to create LLM applications, and it supports one-click service startup with Docker. How to Use API You can use the chat flow as an API and connect it to … Read more

Flowise – Visual Building of LLM Applications

Flowise - Visual Building of LLM Applications

Flowise is a low-code/no-code drag-and-drop tool that helps people easily visualize and build LLM applications. LLM applications have a wide range of applications across many industries, from finance to healthcare, to retail and logistics. With FlowiseAI, even those without programming experience can create these applications without writing any code. This is also beneficial for organizations … Read more

Getting Started with FAISS for BERT Similarity Search

Getting Started with FAISS for BERT Similarity Search

Delivering NLP technology insights to you every day! From: MyEncyclopedia In this issue, we continue from the last issue on BERT Chinese short sentence similarity calculation Docker CPU image, continuing to use huggingface transformer and sentence-transformer libraries, generating BERT embeddings for English sentences, and then introducing the faiss library to establish an index and finally … Read more

2024 Open Source Private Deployment Large Model AI Assistant

In the digital age, the application of artificial intelligence technology has become increasingly widespread, especially in the fields of data processing and information management. With the rapid development of deep learning technology, various AI models have emerged like mushrooms after rain. However, for some fields involving sensitive data and strict privacy requirements, how to fully … Read more

Install Ollama and Open-WebUI on Windows Using Docker Compose

Install Ollama and Open-WebUI on Windows Using Docker Compose

In the field of artificial intelligence, GPT (Generative Pre-trained Transformer) models are popular for their powerful text generation capabilities. However, due to resource limitations, individual users may find it difficult to run and train such large models directly. Fortunately, there are some open-source projects like Ollama and Open-WebUI that can help us set up a … Read more