Phidata vs Langchain: A Comparative Framework for Smart Agents

Follow us on WeChat: “Full Stack AI Knowledge” Set as a “Star”, bringing you new insights every day When building smart agents, Phidata and Langchain are undoubtedly the focal points in the industry. Both aim to enhance the performance of large language models (LLMs), but each has its unique focus and advantages. This article provides … Read more

Creating AI Agents with Memory and Tools Using Phidata

Creating AI Agents with Memory and Tools Using Phidata

Aitrainee | Official Account: AI Trainee 🌟Phidata adds memory, knowledge, and tools to LLMs. ⭐️ Phidata:https://git.new/phidata Phidata is a framework for building autonomous assistants (also known as agents) that have long-term memory, contextual knowledge, and can perform actions through function calls. Recommended a tutorial video from YouTuber WorldofAl: Why Choose Phidata? Problem: Large Language Models … Read more

Interpreting the JARVIS Project: Connecting ChatGPT and HuggingFace to Solve AI Issues

Interpreting the JARVIS Project: Connecting ChatGPT and HuggingFace to Solve AI Issues

The latest online sharing session by Machine Heart invited Song Kaitao, a researcher at Microsoft Research Asia, to share their recent open-source project JARVIS. Recently, large language models (LLMs), represented by ChatGPT, have garnered significant attention in both industry and academia. However, LLMs, which primarily handle text, still face numerous bottlenecks when addressing many complex … Read more

RAG System Privacy Leakage Attack Framework

RAG System Privacy Leakage Attack Framework

Click Follow us by clicking the blue text above The RAG system poses privacy leakage risks, and researchers from the University of Perugia, the University of Siena, and the University of Pisa have proposed a correlation-based attack framework that utilizes open-source language models and sentence encoders to adaptively explore hidden knowledge bases, efficiently extracting private … Read more