#model evaluation
2167 related articles
Tutorials·2 min
OpenClaw Orange Book: An In-Depth Guide to the Open-Source AI Agent Framework
In-depth look at the OpenClaw Orange Book open-source project covering AI Agent framework components, tech ecosystem, and practical development methodology.
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Tutorials·3 min
LangGraph E-commerce AI Agent in Practice: From RAG Q&A to Automated Return Workflows
Deep dive into the E-commerce-Smart-Agent open-source framework built with LangGraph and FastAPI, covering RAG knowledge base Q&A, return workflow automation, and graph-based orchestration.
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Product Reviews·2 min
Fay Open-Source Agent Framework: The Connection Layer Between Digital Humans and Business Systems
Fay is an open-source Agent framework with 12,700+ GitHub Stars, connecting digital humans, LLMs like DeepSeek, and enterprise systems for customer service, virtual streaming, and more.
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Tutorials·3 min
Hermes Agent Orange Book: A Practical Guide to the 3600+ Star Open-Source AI Agent Framework
A deep dive into Nous Research's Hermes Agent open-source AI framework and the community Orange Book guide covering tool calling, reasoning, multi-Agent collaboration, and more.
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Tutorials·3 min
Dissecting a 10K-Star Open Source Project: The Complete Practical Guide to Agent Context Engineering Skills
Deep dive into the 15K-star GitHub project Agent-Skills-for-Context-Engineering, covering context engineering fundamentals, multi-agent architecture patterns, and production-grade Agent system best practices.
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Product Reviews·2 min
One Prompt File to Make AI Write Truly Elegant Code
GitHub project yegor256/prompt uses a CLAUDE.md system instruction file to teach AI coding assistants to follow coding standards and generate high-quality, elegant code.
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Product Reviews·3 min
PaperOrchestra Open Source Project Explained: Automatically Generating Research Papers with Coding Agents
PaperOrchestra is an open source AI paper writing tool based on Google's research. It uses coding agents like Claude Code and Cursor to automate the full research paper workflow without API keys.
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Tutorials·3 min
Agentic Flow: A Guide to Low-Cost Model Switching in Claude Code and Production Agent Deployment
Deep dive into Agentic Flow, an open-source project enabling flexible low-cost model switching in Claude Code and one-click Agent deployment to cloud production environments.
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Product Reviews·2 min
Deep Dive Review of the Claude AI Assistant Open-Source Project: Enterprise-Grade Solution or Proof of Concept?
In-depth review of the claude-ai-assistant open-source project: analyzing its RAG architecture, knowledge base management, and maturity vs. competitors like Dify and FastGPT.
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Product Reviews·2 min
Deep Research Web UI: An Open-Source AI Deep Research Assistant with DeepSeek R1 Support
Deep Research Web UI is an open-source AI research assistant supporting DeepSeek R1, enabling automated deep research through iterative search, web scraping, and LLM reasoning. 2100+ Stars on GitHub.
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Product Reviews·2 min
DeepSeek-Reasonix: A Terminal AI Coding Agent Optimized with Prefix Cache Stability
DeepSeek-Reasonix is an open-source terminal AI coding agent natively designed for DeepSeek models, achieving lower latency and API costs through prefix cache stability optimization.
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Deep Dives·2 min
Deep Dive into open-computer-use: An Open-Source Computer Control Agent with 82% Accuracy
Deep dive into the open-source project open-computer-use, a computer control agent achieving 82% accuracy on OSWorld benchmark. Covers its TypeScript stack, remote/local deployment, and RPA applications.
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Tech Frontiers·3 min
workers-research: A Practical Guide to Building AI Deep Research Agents with Cloudflare Workers
A deep dive into how the open-source workers-research project combines Cloudflare Workers serverless architecture with Google Gemini 2.5 to build an automated deep research AI agent.
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Tech Frontiers·2 min
Paper-to-Notebook: Upload a Paper PDF and Generate PyTorch Code with One Click
Paper-to-Notebook is an open-source tool by VizuaraAI powered by Gemini 2.5 Pro that converts research paper PDFs into runnable PyTorch Jupyter Notebooks, accelerating AI paper reproduction.
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Tech Frontiers·3 min
Kimi-K2.5 Goes Open Source: Moonshot AI's Most Powerful Model Arrives, GitHub Stars Soaring
Moonshot AI open-sources its flagship model Kimi-K2.5, with GitHub stars surpassing 1,900. Learn about its strategic significance, MoE architecture, competition with DeepSeek and Qwen, and how developers can get started.
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Tutorials·2 min
Ollama Tutorial: One-Click Local Deployment of DeepSeek, Qwen, and Other LLMs
Complete guide to running LLMs locally with Ollama. Supports DeepSeek, Qwen, Kimi-K2.5 & more. Covers installation, model ecosystem, privacy benefits & enterprise deployment. 170K+ GitHub Stars.
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Tech Frontiers·3 min
UK AISI Assessment Report: GPT-5.5 Cybersecurity Capabilities and Public Availability Raise Governance Concerns
UK AISI releases GPT-5.5 cybersecurity assessment showing vulnerability discovery capabilities on par with Claude Mythos, but its public availability raises urgent AI safety governance challenges.
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Product Reviews·3 min
Crafta-Bench: A Deep Dive into the Benchmark Tool for Cursor Background Agents
Deep dive into the crafta-bench open-source project, a benchmark tool designed for Cursor Background Agents. Explore AI coding Agent evaluation dimensions, industry trends, and practical implications.
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Tutorials·3 min
Unsloth Tutorial: Fine-Tune LLMs Locally with Multi-fold Speed Boost and 60% VRAM Savings
Unsloth is an open-source LLM fine-tuning tool with 63K GitHub stars, supporting Gemma 4, Qwen3, and DeepSeek. It achieves multi-fold training speedup and 60% VRAM reduction through kernel optimization, enabling fine-tuning on consumer GPUs.
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Product Reviews·3 min
Cube Studio: Tencent's Open-Source One-Stop AI Platform — A Deep Dive into Full MLOps Lifecycle
Deep dive into Tencent Music's open-source Cube Studio cloud-native AI platform, covering Notebook development, Pipeline orchestration, distributed training, LLM fine-tuning, inference deployment, and domestic hardware adaptation for full MLOps lifecycle.
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