Agents have essentially become the consensus of the AI industry, and if there are differences, they are most likely regarding the timeline for implementation. The current focus of the industry is still on how to build agents themselves, and there is not much research on how agents can collaborate or the characteristics of the agent … Read more
So far, we have discussed the architecture of the Agent system, how to organize the system into sub-Agents, and how to build a unified mechanism to standardize communication. Today, we will turn our attention to the tool layer and one of the most important aspects you need to consider in Agent system design: data retrieval. … Read more
The “Memory External Hard Drive” of Large Models Two years after ChatGPT sparked the wave of generative AI, developers are gradually realizing the inherent limitations of large language models (LLMs) — they are like scholars with extraordinary memory but can only recite the knowledge they remembered during training. When faced with real-time data queries or … Read more
Scira (formerly known as MiniPerplx) is a minimal AI-driven search engine that helps you find information on the internet. It is powered by the Vercel AI SDK and can perform searches using models like Grok 2.0. Main Features: •AI-Driven Search: Get answers to questions using Anthropic’s models.•Web Search: Search the web using Tavily’s API.•Specific URL … Read more
MiniPerplx is a minimalist AI search engine that helps you find information on the web, powered by the Vercel AI SDK, and capable of searching using models like Grok 2.0. Main Features: •AI-Driven Search: Answer your questions using the Anthropic model.•Web Search: Use the Tavily API to search the web.•Specific URL Search: Retrieve information from … Read more
MiniPerplx In this era of information explosion, we are inundated with vast amounts of data every day, making it a challenge to efficiently find the information we truly need. Today, we are introducing a promising open-source project — MiniPerplx. This is a minimalist search engine powered by artificial intelligence, which integrates multiple advanced AI models … Read more
So far, we have discussed the architecture of Agent systems, how to organize the system into sub-Agents, and how to build a unified mechanism to standardize communication. Today, we will turn our attention to the tool layer and one of the most important aspects you need to consider in Agent system design: data retrieval. Data … Read more