Hugging Face
Models
Datasets
Spaces
Buckets
new
Docs
Enterprise
Pricing
Website
Tasks
HuggingChat
Collections
Languages
Organizations
Community
Blog
Posts
Daily Papers
Learn
Discord
Forum
GitHub
Solutions
Team & Enterprise
Hugging Face PRO
Enterprise Support
Inference Providers
Inference Endpoints
Storage Buckets
Log In
Sign Up
14
Chukwuma Nwaugha
PRO
nwaughachukwuma
Follow
0 followers
ยท
12 following
https://nwaughachukwuma.github.io/portfolio
ChukwumaNwaugha
nwaughachukwuma
cpnwaugha
AI & ML interests
NLP for Sentiments and Emotions Analysis; Word Similarities; Text relevance within the context of a Sentence; Word search
Recent Activity
updated
a Space
about 5 hours ago
vlm-run/mm-ctx
reacted
to
spillai
's
post
with ๐ฅ
2 days ago
mm-ctx โ fast, multimodal context for agents. LLM-based agents handle text incredibly well, but images, videos, or PDFs with visual content are hard to interpret. mm-ctx gives your CLI agent multi-modal skills. Try it interactively in Spaces: https://huggingface.co/spaces/vlm-run/mm-ctx Readme: https://vlm-run.github.io/mm/ PyPI: https://pypi.org/project/mm-ctx SKILL.md: https://github.com/vlm-run/skills/blob/main/skills/mm-cli-skill/SKILL.md mm-ctx is meant to feel familiar: the UNIX tools we already love (find/cat/grep/wc), rebuilt for file types LLMs can't read natively and designed to work with agents via the CLI. - mm grep "invoice #1234" ~/Downloads searches across PDFs and returns line-numbered matches - mm cat <document>.pdf returns a metadata description of the file - mm cat <photo>.jpg returns a caption of the photo - mm cat <video>.mp4 returns a caption of the video A few things we obsessed over: โก Speed: Rust core for the hot paths ๐ Local-first, BYO model: Uses any OpenAI-compatible endpoint: Ollama, vLLM/SGLang, LMStudio with any multimodal LLM (Gemma4, Qwen3.5, GLM-4.6V). ๐ Composable: stdin + structured outputs ๐ค Drops into any agent via mm-cli-skills: Claude Code, Codex, Gemini CLI, OpenClaw. Weโd love to hear your feedback! Especially on the CLI and what file types and workflows you would like to see next.
liked
a Space
4 days ago
vlm-run/mm-ctx
View all activity
Organizations
buckets
1
nwaughachukwuma/mm-ctx-storage
0 Bytes
spaces
1
Paused
Agents
mm-ctx
๐
Fast multimodal context for LLM agents โ cat, grep, profiles
models
0
None public yet
datasets
0
None public yet