# cdcailf/cjkfold > Python library that folds look-alike CJK glyphs (Kangxi radicals and CJK radical supplements) back to the Han characters they render as, so text extracted from PDFs matches in search and comparison. Zero-dependency, pure functions. - Magnitude: 2.8 out of 10 — Early signal - Stars: 112 total · +3 stars measured 2026-10-14, 22:10–22:58 UTC - Star trust: star growth looks organic - Category: Language models · Language: Python · License: MIT · Created: 2026-10-13 · Last push: 2026-10-14 - GitHub: https://github.com/cdcailf/cjkfold · Page: https://gitnova.dev/en/r/cdcailf/cjkfold ## Useful for - Normalize text extracted from PDFs before embedding it into a RAG index - Add a CI check that fails when an ingest pipeline introduces look-alike characters - Rerank vector search hits with exact_boost to restore literal keyword matches ## Why it’s here - Star-counter measurements on 2026-10-14 (UTC), 22:10–22:58: 109 → 112 stars (+3). This is the change over that interval. - The repository is 1 day old and already has 112 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #190. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 0 - Issues and pull requests: 0 - Watchers: 0 - Average over the last week: 24 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 4 ## Stars per day, last 2 days (oldest → newest, today is partial) 2026-10-13 … 2026-10-14: 45, 3 ## Spotted in now - Top new repositories this week: #190 ## More in this category 1. **prabanta-dev/janas** — 6.4 · Early signal · Language models · C · +73 stars measured 2026-10-14, 00:37–22:54 UTC Janas is a family of AI tools in C with no dependencies. Janas-LLM runs large MoE models (up to 80B, 48 GB) on a 32 GB laptop by streaming experts from NVMe SSD, and outperforms llama.cpp on all 13 tested models. Full card: https://gitnova.dev/en/r/prabanta-dev/janas.md 2. **lyogavin/airllm** — 6.3 · Breakout · Language models · Jupyter Notebook · +362 stars measured 2026-10-14, 00:37–22:54 UTC A library for inference and training of large language models on low-VRAM GPUs: it streams weights layer by layer from disk, letting 70B–671B models run on 4–12 GB of VRAM without quantization or distillation. Full card: https://gitnova.dev/en/r/lyogavin/airllm.md 3. **open-webui/open-webui** — 5.5 · Breakout · Language models · Python · +120 stars measured 2026-10-14, 00:37–22:54 UTC Open WebUI is a self-hosted web interface for AI models via Ollama and OpenAI-compatible APIs, with RAG, plugins, agents, and team collaboration. Full card: https://gitnova.dev/en/r/open-webui/open-webui.md 4. **mw00/project-maya** — 5.1 · Early signal · Language models · C++ · +102 stars measured 2026-10-14, 00:37–22:55 UTC Local engine, server and dashboard to run the 321B MoE model GLM-5.3-Flash on one or two NVIDIA GPUs, offloading experts to RAM and NVMe. Full card: https://gitnova.dev/en/r/mw00/project-maya.md 5. **Niko1221/Strata** — 4.6 · Steady · Language models · C++ · +855 stars measured 2026-10-14, 00:38–22:55 UTC A C++ local inference engine that runs the 125B MoE model Qwen3.8-Flash-Next on a regular PC with one NVIDIA GPU (12-24 GB) and 64 GB RAM, exposing an OpenAI/Anthropic-compatible API on localhost. Full card: https://gitnova.dev/en/r/Niko1221/Strata.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-14 23:07 UTC, updated every 30 minutes.