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Source channel @githubtrending · Post #15445 · Jan 28

#python#agentic_ai#agents#ai#ai_agents#realtime#stt#tts#video_agents#video_ai#vision_ai#voice_ai Vision Agents is an open-source Python framework by Stream to build real-time AI agents that watch video, listen to audio, and respond instantly with low latency under 30ms. It integrates YOLO, Roboflow, OpenAI, Gemini, and 25+ tools for apps like golf coaching, security cameras detecting theft, or phone assistants. Install easily with `uv add vision-agents`, use free Stream credits, and deploy on any video network. You benefit by quickly creating smart video AI for gaming, safety, or coaching without vendor lock-in, saving time and costs on custom builds. https://github.com/GetStream/Vision-Agents

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@sudo_recast · Post #484 · 11/02/2022, 03:09 AM

LXC https://linuxcontainers.org/lxc/manpages//man7/lxc.7.html Overlay #Filesystem https://www.kernel.org/doc/html/latest/filesystems/overlayfs.html https://wiki.archlinux.org/title/Overlay_filesystem #til#container

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@githubtrending · Post #14657 · 05/01/2025, 02:30 PM

#c_lang#embedded#filesystem#microcontroller LittleFS is a file system designed for small devices like microcontrollers. It helps keep your data safe even if the power goes off suddenly. This is because it uses a "copy-on-write" system, which means it doesn't overwrite old data until the new data is safely stored. LittleFS also helps extend the life of your storage by spreading out writes across different areas, a process called wear leveling. This makes it very reliable and efficient for devices with limited memory and storage. https://github.com/littlefs-project/littlefs

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@githubtrending · Post #14917 · 07/05/2025, 01:00 PM

#rust#bigdata#cloud_native#distributed_systems#filesystem#minio#object_storage#oss#rust#s3 RustFS is a fast and safe distributed object storage system built with Rust, offering high performance and scalability for large data needs like AI and big data. It is compatible with S3, easy to use, and open source under the business-friendly Apache 2.0 license. Compared to others like MinIO, RustFS provides better memory safety, no risky data logging, and supports local cloud providers. You can quickly install it via a script or Docker, manage storage through a simple web console, and benefit from a strong community and detailed documentation. This makes RustFS a reliable, cost-effective choice for secure, scalable storage. https://github.com/rustfs/rustfs

GitHub Trends

@githubtrending · Post #15561 · 03/14/2026, 12:30 PM

#python#agent#agentic_rag#ai_agents#clawbot#context_database#context_engineering#filesystem#llm#memory#openclaw#opencode#rag#skill OpenViking is a free open-source tool that acts as a context database for AI agents, using a simple file system to organize memories, resources, and skills under viking:// paths. It fixes issues like scattered data, high token costs, weak searches, and untraceable errors with tiered loading (L0 abstracts, L1 overviews, L2 details loaded on demand), recursive directory retrieval, visual traces, and auto-session memory updates. You benefit by building smarter, cheaper agents faster—like managing files—saving up to 96% on tokens while boosting task success by 50%+. https://github.com/volcengine/OpenViking