With the rapid development of artificial intelligence technology, AI Agents based on Large Language Models (LLMs) have gradually become an important component of intelligent systems. These agents can not only simulate human intelligent behavior but also autonomously perceive, reason, and make decisions in complex environments. This article will detail the role and importance of LLMs … Read more
1.Definition An AI Agent is a software or hardware entity capable of perceiving its environment through sensors and affecting it through actuators. It possesses autonomy, reactivity, proactiveness, and learning ability. 2. Core Features Autonomy: Able to operate and make decisions without human intervention. Reactivity: Capable of perceiving environmental changes and responding in real-time. Proactiveness: Not … Read more
Guest | Li Li, Head of PingCAP AI Lab Editor | Li Zhongliang In the face of increasing data volumes, complex business logic, and the pursuit of higher performance and reliability, database systems face numerous challenges. One of the current issues to be addressed is the effective handling of large-scale data while ensuring data security … Read more
Author | Colin Eberhardt Translator | Sambodhi Editor | Shi Yao My feeling is that Copilot currently won’t revolutionize programming. However, despite the issues listed above, I firmly believe it will have a significant, game-changing impact in the future. Copilot is GitHub’s newly released “AI pair programming tool” that caused quite a stir upon its … Read more
Written by: Dluck Cover: GitHub Official Blog The code we write while programming usually exists in plain text format before compilation. Therefore, we can actually use any text editor to write code, including the built-in Notepad of the system. However, good tools can make us more efficient. When facing complex tasks, we need productivity tools … Read more
How to Build a Face Recognition Application from Scratch? Try the combination of native Java AI algorithm: EasyAi + Milvus. The software and tools used in this article include: EasyAi: Face feature vector extraction Milvus: Vector database for efficient storage and retrieval of data. 01. EasyAi: The Most Popular Java AI Algorithm Framework in China … Read more
Introduction With the development of large models, vector databases have also ushered in broader application prospects. They not only assist large models in inference acceleration but also save costs for users. Moreover, vector databases are an effective means to address the limitations of large models. As a result, more and more large model deployment projects … Read more
Image-based video search, as the name suggests, is to take an image and search the video database for videos containing similar shots. A key step in image-based video search is video vectorization, which involves extracting key frames from the video and performing feature extraction for each frame, converting it into a structured vector. At this … Read more
The combination of AI and smart healthcare is an inevitable trend for future development. In recent years, the National Health Commission has promoted smart healthcare and AI technologies, such as intelligent triage, pre-consultation, and diagnostic assistance, to improve the efficiency of medical services and the accuracy of diagnoses, enhancing the patient experience. Quanzhentong is a … Read more
Milvus is an open-source vector similarity search engine that supports the use of various AI models to vectorize unstructured data and provides search services for vector data. Milvus integrates widely used vector indexing libraries such as Faiss and Annoy, allowing developers to choose different indexing types for different scenarios. Using Milvus, one can develop a … Read more