#token usage
2340 related articles
Tutorials·2 min
Coze Tutorial: Complete Hands-On Guide to Building AI Agents Without Code
Complete guide to building AI agents on Coze with zero code, covering prompts, LLM parameters, plugins, knowledge bases, and memory functions.
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Tutorials·4 min
NVIDIA Model Optimizer Post-Training Quantization (PTQ) Practical Guide
A deep dive into NVIDIA Model Optimizer's PTQ workflow, covering INT8/INT4 quantization principles, calibration methods, RTX GPU optimization, and best practices for deploying quantized LLMs on consumer GPUs.
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Tutorials·4 min
Google AI Studio Tutorial: A Complete Guide to Building AI Apps with Zero Code
Complete guide to Google AI Studio: interface layout, Gemini model selection, parameter tuning, and building zero-code AI apps with Build. Covers image, video, and music generation with practical examples.
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Deep Dives·3 min
AI Agent Core Principles Explained: The Decision Loop and Three-Component Architecture
Deep dive into AI Agent core principles: the Sense-Plan-Act-Observe decision loop, and how Planning, Memory, and Tools components transform LLMs into autonomous digital employees.
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Tutorials·3 min
Grammar-Constrained Decoding: A Practical Guide to Generating Reliable Bash Code with Small Models
Deep dive into Grammar-Constrained Decoding (GCD) technology: applying Bash syntax constraints during inference to dramatically improve small language models' code generation correctness and executability for AI Agent edge deployment.
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Tutorials·3 min
Claude Code Advanced Tutorial: Subagent Parallel Processing, MCP Tool Integration & Skills Automation
Deep dive into three advanced Claude Code features: Subagent parallel processing, MCP protocol for external tools like Playwright, and Skills for workflow automation. Includes practical examples.
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Tutorials·2 min
OpenClaw Multi-Agent Development in Practice: A Complete Guide to Building Multi-Agent Applications from Scratch
A hands-on tutorial for multi-Agent development with the OpenClaw framework, covering framework selection, Agent creation, tool invocation, LLM configuration, orchestration, and deployment.
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Product Reviews·3 min
8K Stars on GitHub: Deep Dive into the Most Comprehensive LLM Resource Repository
Deep analysis of the awesome-LLM-resources project (8200+ GitHub Stars), covering multimodal AI, Agents, MCP protocol, model training, o1 reasoning, SLMs, and more for LLM practitioners.
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Tech Frontiers·2 min
Codex CLI 0.128.0 Released: /goal Command Enables Automatic Looping Until Objective is Complete
OpenAI Codex CLI 0.128.0 introduces the /goal command, enabling autonomous looping until objectives are met or token budgets are exhausted. Analysis of its Ralph Loop implementation and safety controls.
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Tech Frontiers·2 min
llm-echo 0.5a0: A Testing Powerhouse for Simulating Chain-of-Thought LLM Output
Simon Willison releases llm-echo 0.5a0 with a new thinking option to simulate LLM chain-of-thought output. Learn how this testing plugin streamlines AI development workflow automation.
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Product Reviews·3 min
AnythingLLM: A Deep Dive into the All-in-One Local AI Knowledge Base Tool
Deep dive into AnythingLLM, a privacy-first, zero-config local AI productivity platform. Supports RAG document chat, multi-model integration, knowledge bases, and AI Agents with nearly 60K GitHub stars.
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Product Reviews·4 min
Chatbox Open-Source AI Client: Nearly 40K Stars, All-in-One Multi-Model Chat Management
Deep dive into Chatbox, an open-source AI client with nearly 40K GitHub Stars. Supports GPT-4, Claude, Gemini multi-model switching, local data storage for privacy, and cross-platform desktop use.
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Product Reviews·5 min
DeepClaude Open Source Analysis: DeepSeek + Claude Dual-Model Collaborative Code Generation
Deep dive into DeepClaude, a 2800+ Star open source project combining DeepSeek R1 reasoning with Claude 3.7 Sonnet code generation for superior AI output.
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Product Reviews·4 min
LibreChat: The Most Feature-Complete Open-Source ChatGPT Alternative Explained
Deep dive into LibreChat, an open-source self-hosted AI chat platform supporting GPT-5, Claude, Gemini, DeepSeek and more, with MCP protocol, Code Interpreter, Agents, and enterprise features. 36,500+ GitHub stars.
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Deep Dives·5 min
Hugging Face Transformers: A Comprehensive Guide to the 160K-Star Open-Source AI Framework
Comprehensive guide to Hugging Face Transformers, the 160K-star GitHub framework—covering architecture, multimodal support, quantization, and inference optimization for loading, fine-tuning, and deploying pre-trained models.
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Deep Dives·2 min
LLM 0.32 Refactor: An Architecture Upgrade from Text Q&A to Multimodal Streaming Interaction
Simon Willison releases LLM 0.32a0 alpha with a major refactor introducing message sequence API, typed streaming output, and flexible serialization while maintaining backward compatibility.
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Product Reviews·4 min
Hugging Face Transformers: Deep Dive into the 160K-Star Open Source AI Model Framework
Deep dive into Hugging Face Transformers: architecture, multimodal support, ecosystem, and trends. Learn how this 160K-Star project became essential for AI developers.
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Product Reviews·4 min
LibreChat: Complete Guide to the 36K Star Open-Source ChatGPT Alternative
In-depth guide to LibreChat, the open-source AI chat platform with 36K+ Stars. Covers multi-model aggregation, MCP protocol, Agents, Code Interpreter, Docker self-hosting, and comparisons with alternatives.
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Tutorials·3 min
Google AI Studio Tutorial: A Comprehensive Guide to Gemini from Beginner to Advanced
A detailed guide to Google AI Studio and Gemini's three usage methods, covering YouTube video analysis, voice generation, Imagen 4 text-to-image, Gemini Live multimodal interaction, and building apps with natural language.
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Tech Frontiers·3 min
Claude Platform Officially Launches on AWS: Complete API, IAM Authentication & EDP Credits Explained
Claude Platform is now GA on AWS, offering enterprises the complete Claude API with IAM-native auth, unified billing, and EDP committed spend credits.
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