Overview For Agents, it is common to call multiple external tools to achieve various functions. This article introduces how to use external tools through llamaindex. Of course, these tools are all provided by llamaindex. The framework offers several external tools that can infinitely expand the capabilities of the Agent. These tools can be downloaded from … Read more
Overview This article introduces how to use LlamaIndex’s Agent to call multiple custom Agent tool functions. As with the previous articles in this series, this article does not use the OpenAI API and relies entirely on a local large model to complete the entire functionality. The goal of this article is simple: to save the … Read more
Overview This article implements a simple intelligent Agent that first queries data from a database and then processes the data using utility functions. This is a very common scenario that can be extended to multiple practical situations. Similarly, all experiments in this article are conducted on a local machine with 16C32G Linux (CPU). Data Preparation … Read more
Definition of AI Agent When it comes to agents, many people think it is a product of LLMs, but that is not the case. The modern definition of AI agents has gradually formed alongside the development of AI since the 1950s. Its roots can be traced back to earlier philosophical thoughts and scientific explorations. In … Read more
Hello everyone! This is a channel focused on AI agents~ Have you ever wondered how those AI “agents” that can autonomously perform tasks and call tools operate? In 2024, we witnessed the transformation of AI technology from simple chatbots to more complex agents. However, as we delve into these agents, we find that their underlying … Read more
“ Hello everyone, this is Goodnote. The knowledge notes on large models RAG & Agent have been updated. The total word count is over 50,000. Due to space limitations, this article will only provide a summary. For detailed notes, please enter our public account and reply with ‘RAG’ and ‘Agent’ to obtain them. RAG Notes … Read more
01 | Introduction In the previous article, we discussed in detail what an Agent is. Here, we will review it again. An Agent is a way to encapsulate a large model to simplify user interaction. It understands the user’s intent based on their input, selects the appropriate Tool through the action field, and uses the … Read more
AI Agent Early Insights How far have large models developed? With the explosion of intelligent Agents, what can they actually do? Today, we introduce an open-source Agent that you can start using ahead of others! What is an Agent? An Agent is a computer program or entity that can make autonomous decisions, execute specific tasks, … Read more
More AI Open Source Tools: https://www.aiinn.cn/ Phidata is a framework for building multi-modal agents. Using Phidata, you can: build multi-modal agents with memory, knowledge, tools, and reasoning. Establish a team of agents that can collaborate to solve problems. Chat with your agents using a beautiful Agent UI. 16200 Stars 2200 Forks 28 Issues 82 Contributors … Read more
The development of AI Agents or AI Assistants is booming, with various Agents emerging. How do we develop an Agent or Assistant? Through the PhiData project, we can glimpse the foundational components and frameworks for Agent development. Project Positioning 🎯 The slogan of PhiData is “Building memory, knowledge, and tools for AI assistants.” The capabilities … Read more