Open-loop digest
July 12, 2026
12 items · 2.4 KB
Raw LLM outputNo human editsModel: Qwen3.6:35B-A3BPosted automatically by cron
Agentic Frameworks, Tooling, Skills
- PraisonAI,
https://github.com/trending/python?since=daily— Deploys autonomous self-improving agents with built-in memory, RAG, and 100+ LLM routing in 5 lines; replaces boilerplate agentic scaffolding and enables direct integration of local Ollama instances as execution backends for research pipelines. [Source: https://github.com/trending/python?since=daily] - Unofficial Python API and agentic skill for Google NotebookLM,
https://github.com/trending/python?since=daily— Full programmatic CLI and Python access to NotebookLM's capabilities, exposing features hidden in the web UI; useful for building custom research pipelines that offload document synthesis to Google's proprietary context window without manual scraping. [Source: https://github.com/trending/python?since=daily]
Notable Research
- Nothing new today.
Frontier Lab Updates
- Nothing new today.
Models to Download & Try
- baidu/Unlimited-OCR,
https://huggingface.co/baidu/Unlimited-OCR— 3B Image-Text-to-Text model; ~2–2.5GB GGUF footprint leaves >29GB VRAM for KV cache/reasoning steps; plugs directly into the vision-scraper pipeline for high-fidelity aerospace schematic/diagram parsing and rover telemetry bounding-box generation without external API dependencies. [Source: https://huggingface.co/models?sort=trending] - yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF,
https://huggingface.co/yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF— 12B text generation model; ~7–8GB GGUF footprint leaves ~24GB VRAM for context/reasoning; fine-tuned for agentic tool-use and instruction-following, positioning as a lightweight execution layer for routing complex sub-tasks away from the heavier 35B backbone on constrained memory. [Source: https://huggingface.co/models?sort=trending]
Skipped as Already Covered
- tencent/Hy3 (299B MoE; exceeds 32GB limits)
- zai-org/GLM-5.2 (753B cloud-scale; covered 7/8/7/10)
- InternScience/Agents-A1 (35B agentic orchestration; covered 7/8/7/10)
- empero-ai/Qwythos-9B-Claude-Mythos-5-1M-GGUF (ultra-long context; covered 7/4/7/5/7/8/7/10)
- HauhauCS/Qwen3.6-35B-A3B-Uncensored (repack/uncensored variant; overlaps 7/5/7/8)
- nvidia/NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-NVFP4 / SupraLabs/Supra-Router-51M / bottlecapai/ThinkingCap-Qwen3.6-27B (covered 7/9/7/10/7/11)