#streaming output
560 related articles
Tutorials·2 min
LangChain AI Agent in Practice: Complete Tutorial on Streaming Output + Parallel Tool Calling
Learn how to build a production-grade AI Agent chat app with LangChain and FastAPI, covering streaming tokens, asyncio parallel tool calling, SerpAPI async conversion, and structured output.
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Tutorials·2 min
LangChain Streaming Output & Async in Practice: Complete Implementation for Agent Scenarios
Deep dive into LangChain streaming output and async implementation, covering astream usage, custom AsyncQueueCallbackHandler, and Agent streaming executor architecture for production AI apps.
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·3 min
Running the 1.56TB Kimi K3 Model on 8GB RAM with Pure C
A developer built a pure C99 inference engine that runs the 1.56TB Kimi K3 model on 8GB RAM using MoE sparsity and NVMe on-demand loading—no GPU, 176KB binary.
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·3 min
Dual RTX 3060 Running DeepSeek V4 Flash: IQ2_M Quantized Inference Benchmarked at 3.5 tok/s
Benchmarking DeepSeek V4 Flash on dual RTX 3060 GPUs with 96GB RAM at IQ2_M quantization achieving 3.5 tokens/sec. Covers hardware choices, 2-bit quantization techniques, and local LLM deployment optimization.
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·3 min
Scanning 7.6PB of HuggingFace Data: A Hidden Key Crisis in AI Training Sets
A security audit of 7.6PB of HuggingFace training data uncovered massive API key and credential leaks. Analysis of risks, scanning challenges, and data supply chain security governance.
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·4 min
Multi-Purpose Home Server Build Guide: Streaming + AI Inference + App Hosting on One Machine
How to build a $500 multi-purpose home server for Jellyfin streaming, Ollama local AI inference, web app hosting, and Pi-hole ad blocking with dual RTX 3060 GPUs.
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·3 min
Building a GitHub Code Review Bot from Scratch: A Hands-On Guide to AI Agent Automation
A detailed guide on building a GitHub code review bot from scratch, covering cloud deployment, secure sandboxes, Vercel AI SDK, and multi-agent collaboration for automated development workflows.
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·5 min
Servey: The Ultimate iPhone-to-Mac Remote Control Tool with a Built-in Terminal in Your Pocket
Servey is a remote desktop tool built for Apple's ecosystem, letting iPhone/iPad control Mac with LAN hardware acceleration, P2P private connections, and a built-in terminal for developers.
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·2 min
ViiTor Translate: A Cross-Platform Real-Time Subtitle Translation Tool That Gets the Jokes
ViiTor Translate is a real-time subtitle translation tool focused on contextual understanding, supporting iOS, Android, and Chrome for Vtuber, K-pop, and anime fans with floating subtitle overlays.
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·2 min
MLflow 3.15.0 Released: MCP Registry, Smarter Assistant & Multimodal Judges Explained
MLflow 3.15.0 introduces MCP Registry for unified Agent tool management, a smarter Assistant to reduce dev friction, and Multimodal Judges for multi-modal evaluation.
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·2 min
DeepSeek V4 Flash Free Access: Complete Breakdown of the 0731 Version on InferX
InferX offers free access to DeepSeek V4 Flash (0731 version) with zero data retention and OpenAI-compatible API. Full breakdown of features, pricing, and developer value.
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·3 min
Breaking Claude's Upload Limit: Technical Paths from 500MB to 2GB and Risk Analysis
In-depth analysis of methods to bypass Claude's 500MB file upload limit, including front-end parameter bypass and chunked upload techniques, along with risk analysis and compliant alternatives.
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·2 min
Running Kimi K3 with 29GB of RAM: The Trade-offs and Costs of Extreme Quantization
Running Kimi K3 with 29GB RAM at just 0.5 tok/s. An in-depth analysis of extreme quantization techniques, performance trade-offs, and the impossible triangle of local LLM deployment.
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·2 min
Running Kimi K3 in 29GB of RAM: The Trade-offs and Costs of Extreme Quantization
Running Kimi K3 with 29GB RAM at just 0.5 tok/s. A deep analysis of extreme quantization techniques, performance trade-offs, and the impossible triangle of local LLM deployment.
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·5 min
Halo: A Real-Time Anti-Deepfake Tool That Detects AI Face-Swapping in Video Calls
Halo is a local real-time deepfake detection tool that identifies AI-synthesized faces during Zoom, Teams, and Google Meet video calls to prevent face-swapping fraud.
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·2 min
Mubert API Upgrade: An AI Music Engine with Editable Tracks and Stems Separation
Mubert API upgrades with editable tracks, stems separation, 2-hour track generation, and real-time streaming. An AI music engine for developers turning generated music into professional, editable material.
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·2 min
Mubert API Upgrade: An AI Music Engine with Editable Tracks and Stems Separation
Mubert API upgrades with editable tracks, stems separation, 2-hour generation, and real-time streaming—turning AI-generated music into professional, reworkable material for developers.
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·2 min
Laxis Review: Bot-Free Meeting Notes & Real-Time Translation AI Tool
In-depth review of Laxis AI meeting tool: bot-free recording, 100+ language real-time translation, voice dictation 4x faster than typing. Features, competitors & value analysis.
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·3 min
Sorinai: The AI Note-Taking Tool That Fills Out Your Forms in Real Time During Meetings — No More Post-Meeting Cleanup
Sorinai is a real-time AI meeting note tool that imports your own templates for auto-filling, captures system audio without bots, and supports live Q&A during meetings.
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·2 min
SKI: A Free Voice Coding Tool That Gives Claude Code a Voice
SKI is a free locally-run voice coding tool that adds bidirectional voice conversation to Claude Code and Codex. Supports Mac and Windows with hotkey activation for hands-free AI-driven programming.
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