Building a Multimodal RAG Pipeline with LlamaIndex and Neo4j

Building a Multimodal RAG Pipeline with LlamaIndex and Neo4j

Original link: https://blog.llamaindex.ai/multimodal-rag-pipeline-with-llamaindex-and-neo4j-a2c542eb0206 Code link: https://github.com/tomasonjo/blogs/blob/master/llm/neo4j_llama_multimodal.ipynb Image by DALL·E The rapid development of artificial intelligence and large language models (LLMs) is astonishing. Just a year ago, no one was using large language models to enhance work efficiency. But now, many people find it hard to imagine working without the assistance of large language models or … Read more

First Experience with Byte’s New AI IDE – Trae

First Experience with Byte's New AI IDE - Trae

Feature Introduction Trae is Byte’s newly launched AI IDE, based on the open-source code of VSCode, integrating two large models: Claude-3.5-Sonnet and GPT-4o, competing with Cursor and Windsurf. Trae supports basic functionalities such as AI Q&A, code auto-completion, AI programming based on agents, project management, and version control, while also providing AI programming capabilities through … Read more

Multimodal Opportunities in the Post-GPT Era

Multimodal Opportunities in the Post-GPT Era

Author: Wang Yonggang, Founder/CEO of SeedV Lab, Executive Dean of AI Academy at Innovation Works The advent of ChatGPT/GPT-4 has completely transformed the research landscape in the NLP field and ignited the first spark towards AGI with its multimodal potential. Thus, the era of AI 2.0 has arrived. But where will the technological train of … Read more

A Powerful Python Library: Call GPT-4 with One Line of Code!

A Powerful Python Library: Call GPT-4 with One Line of Code!

Hello everyone! Today I want to reveal an AI gem in the Python world——Hugging Face’s transformers library! This library is like having a legion of AI assistants, specifically designed to call various top AI models. Using transformers is simply the Swiss Army knife of AI development! Come on, let’s explore the magical charm of the … Read more

9 Free Ways to Use GPT-4

9 Free Ways to Use GPT-4

This article provides a practical guide for readers looking for free ways to use GPT-4 technology. Each recommended platform includes a brief description and a link for easy access. Here is a slightly organized structure of the article based on your provided content: 1. HuggingFace Description: A platform offering various language models including GPT-4. How … Read more

The Utility of Small Models: GPT-4 + AutoGPT for Online Decision Making

The Utility of Small Models: GPT-4 + AutoGPT for Online Decision Making

New Intelligence Report Editor:LRS [New Intelligence Guide] A new paradigm combining large language models and AutoGPT has arrived! This paper presents a comprehensive benchmark study of Auto-GPT agents in real-world decision-making tasks, exploring the application of large language models (LLMs) in decision-making tasks. Paper link:https://arxiv.org/pdf/2306.02224.pdf The authors compared the performance of several popular LLMs (including … Read more

GPT-4 vs Meta’s LLaMA2: A Comparative Analysis

GPT-4 vs Meta's LLaMA2: A Comparative Analysis

Everything related to artificial intelligence is developing too quickly. Within less than a week of Meta launching its AI model LLaMA2, startups and researchers have already developed chatbots and AI assistants using it. Some companies are beginning to roll out products using this model; it’s only a matter of time. In my previous article, I … Read more

5 Things You Need to Know About GPT-4 and Wenxin Yiyan

5 Things You Need to Know About GPT-4 and Wenxin Yiyan

Opinion / Liu Run Main Writer / You An Editor / Li Sang This is the 1841st original article from Liu Run’s public account. Yesterday, upon waking up, OpenAI in the United States officially announced the large model GPT–4. It has only been 105 days since the launch of ChatGPT based on GPT–3.5. The speed … Read more

Copilot Development Tutorial

Copilot Development Tutorial

Installation Install VS Client Search (Copilot) Configuration After installation, the login interface will be displayed. Log in with your GitHub account. The default model is GPT-4, which can be changed to Claude 3.5. All current model uses are free. Usage Objective: Draw a flower on the page Directly input in the command line: Draw a … Read more

Using Large Language Models in LlamaIndex

Using Large Language Models in LlamaIndex

One of the primary steps to consider when building any LLM application based on data is choosing the right LLM. LLMs are a core component of LlamaIndex. They can be used as standalone modules or inserted into other core LlamaIndex modules (indexers, retrievers, query engines). They are generally used during the response synthesis step after … Read more