Script Planner Assistant▸ 
AI Apps 
AI News 
AutoGLM: An AI Agent by Zhipu Combining Deep Research with Real-World Action
AutoGLM: An AI Agent by Zhipu Combining Deep Research with Real-World ActionIntroduction
What is AutoGLM Rumination?
AutoGLM Rumination is an AI Agent product launched by Zhipu that integrates deep research with practical operation capabilities. It possesses the abilities of deep thinking, perceiving the world, and using tools, enabling it to perform multi-turn reasoning like a human, proactively search for information, and invoke tools to complete complex tasks. It is suitable for scenarios such as scientific research, finance, education, and consumer decision-making, and supports coordinated use through a desktop client and a browser extension, helping users efficiently solve various problems.
Features of AutoGLM Rumination
Deep Thinking: Capable of simulating the human reasoning and decision-making process when facing complex problems, gradually understanding the problem in depth through multiple rounds of thinking and analysis to find solutions.
Perceiving the World: Can acquire and understand environmental information like a human, proactively initiate multi-turn information retrieval, and combine external data sources to extract key elements for analysis.
Tool Use: Capable of invoking and operating tools like a human to complete complex tasks, such as opening web pages, browsing web pages, and retrieving web page content.
Advantages of AutoGLM Rumination
Open-ended Question Understanding and Multi-turn Reasoning: Able to understand unstructured questions and perform logical deduction during the process, simulating a "chain of thought."
Intelligent Search and Information Integration: Proactively initiates multi-turn information retrieval, combines external data sources, and extracts key elements for analysis.
Automatic Report Generation and Content Output: Generates formatted content including analysis reports, comparative evaluations, and strategic recommendations based on task objectives.
Tool Linkage and Local Execution: Supports coordinated operation through the desktop client and Chrome extension, achieving a closed-loop experience from retrieving data on web pages to executing local tasks.
Multi-scenario Adaptability: The platform is designed for diverse scenarios such as scientific research, finance, education, and consumer decision-making, supporting customized task instruction input.
Technical Evolution
The technical evolution path of AutoGLM Rumination includes: GLM-4 base model → GLM-Z1 reasoning model → GLM-Z1-Rumination model → AutoGLM model. The models and technologies of the core pipeline will be officially open-sourced on April 14.
Performance
The reasoning model GLM-Z1-Air of AutoGLM Rumination demonstrates powerful mathematical reasoning capabilities. Compared with DeepSeek-R1, its reasoning speed is increased by 8 times, and the cost is reduced to 1/30.
AutoGLM Rumination Tutorial
Users can visit the official website of AutoGLM Rumination to download and install the "Zhipu Qingyan Desktop Client"
Or install the Chrome browser extension "AutoGLM Web"
Then enter natural language instructions in the client to initiate task commands.
Application Scenarios of AutoGLM Rumination
Business and Financial Analysis: Can be used to generate high-quality industry research reports, automatically integrate financial news, authoritative data, and financial indicators, and deeply analyze market trends, competitive landscapes, and investment strategies.
Education and Scientific Research Assistance: In the academic field, it can assist users in writing papers, constructing teaching content, or historical analysis frameworks. Through multi-turn reasoning and literature integration, it helps researchers or teachers systematically organize complex topics.
Consumer Decision-making and Product Recommendations: For consumer-related questions, it can recommend suitable products based on user preferences and keywords, and provide ingredient analysis, user feedback, and experimental data support.
Travel Planning and Life Assistant: Users only need to provide destinations and travel requirements, and AutoGLM Rumination can generate personalized travel guides based on real reviews from social platforms.
Product Comparison and Evaluation: Supports multi-dimensional comparisons of multiple products in terms of parameter configuration, battery life performance, user reputation, etc., and automatically generates detailed comparative analyses and purchase recommendations.
Currently, AutoGLM Rumination is available on the Zhipu Qingyan PC client, and everyone can download it to experience for free.
Related Information:
