nerve
Hugging Face + Nerve
Run inference on 100,000+ open ML models for NLP, vision, and audio tasks
What Nerve can do with Hugging Face
Look things up 26
Search Models
Search Models. Search and filter models on the Hugging Face Hub
Search Datasets
Search Datasets. Search and filter datasets on the Hugging Face Hub
Search Spaces
Search Spaces. Search and filter Spaces (hosted ML apps) on the Hugging Face Hub
Get Model
Get Model. Get the Hub metadata of one model repository
Get Dataset
Get Dataset. Get the Hub metadata of one dataset repository
Get Space
Get Space. Get the Hub metadata of one Space
List Trending Repos
List Trending Repos. List the repositories currently trending on the Hugging Face Hub
List Hub Tags by Type
List Hub Tags by Type. List the tags available for filtering models or datasets, grouped by tag type
List Repo Files
List Repo Files. List the files and folders of a model, dataset or Space repository
Get File/Folder Info
Get File/Folder Info. Get size, LFS and last-commit details for specific files or folders in a repository
Read Repo File
Read Repo File. Read a text file (such as README.md or config.json) from a Hub repository
List Repo Commits
List Repo Commits. List the commit history of a branch or revision in a Hub repository
and 14 more
Make changes 8
Language Translation
Language Translation. Translate text between languages using specialized Hugging Face translation models
Text Classification
Text Classification. Classify text into categories using Hugging Face models - includes zero-shot classification for custom categories
Text Summarization
Text Summarization. Generate abstractive summaries of long text using Hugging Face models - optimized for business content
Chat Completion
Chat Completion. Generate assistant replies using chat-style LLMs - perfect for FAQ bots, support agents, and content generation
Create Image
Create Image. Generate stunning images from text prompts using state-of-the-art diffusion models - perfect for marketing, product design, and creative content
Compare Revisions
Compare Revisions. Get the git diff between two revisions of a Hub repository
Generate Chat Completion
Generate Chat Completion. Generate an assistant reply from a list of chat messages with a model served by Inference Providers
Generate Text Embeddings
Generate Text Embeddings. Turn text into embedding vectors with a feature-extraction model served by Inference Providers
Works with
- Agents. An Agent can use Hugging Face when you grant it the capability.
- Workflows. Hugging Face can be a step in a workflow that runs the same way every time.
- Approvals. Actions that matter can wait for a person before Hugging Face is touched.
You connect with: api key.
How it can work
- 1
Something happens
- 2
An Agent or workflow decides what to do
- 3
A person approves, if it matters
- 4
Hugging Face: language translation
Connected is not unrestricted
Connecting Hugging Face does not give every Agent unrestricted access to it. Each Agent needs the capability granted, the identity it acts as must be allowed, and consequential actions can wait for a person to approve them.
How Nerve controls actionsRelated integrations
- ElevenLabsArtificial intelligenceAI Voice Generator & Text to Speech83 actions
- ZooArtificial intelligenceGenerate and iterate on 3D models from text descriptions using ML endpoints.75 actions
- Mistral AIArtificial intelligenceMistral AI provides state-of-the-art open-weight and hosted language models for text generation, embeddings, and reasoning tasks.46 actions
- FirecrawlArtificial intelligenceExtract structured data from websites using AI with natural language prompts21 actions
- HedyArtificial intelligenceAI-powered meeting intelligence – be the brightest person in the room.19 actions · 5 events
- OpenAIArtificial intelligenceUse the many tools ChatGPT has to offer.14 actions
Deploy your first Nerve Agent
Start with one conversation your team handles every day. Give the Agent what it needs to know, connect the tools it should use, and decide where a person steps in.