hf Sentiment
Automated sentiment analysis and batch text classification using Hugging Face's Inference API.
$12
Works with the AI Agents you already use
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Example session with this skill installed
Analyze the sentiment for these three reviews: 'Build quality is amazing.', 'The software update ruined the battery life.', and 'Fast shipping and great support.'
- Read your context and instructions
- Compiled the hf-sentiment
[1] POSITIVE (99.8%) — Build quality is amazing.
[2] NEGATIVE (85.4%) — The software update ruined the battery life.
[3] POSITIVE (92.1%) — Fast shipping and great support.
Results saved to: ~/.hf-sentiment/sentiment_20231024_120000.json
Connects securely to your tools. The creator never sees your data.
About this skill
What it does
This skill provides a high-performance sentiment analysis interface powered by Hugging Face's Inference API. It allows your AI agent to classify text as positive or negative with confidence scores, moving beyond simple guess-work to use industry-standard transformer models (DistilBERT).
Why use this skill
While LLMs can estimate sentiment, they are often inconsistent and expensive for high-volume tasks. This skill provides a structured, reproducible way to process data by offloading the heavy lifting to specialized sentiment models. It handles the API overhead, batch processing logic, and local storage of results, making it ideal for developers building data pipelines or monitoring tools.
Supported features
- Single & Batch Processing: Analyze individual strings or process multiple inputs in a single request for efficiency.
- File-Based Workflows: Point the skill to a text file for line-by-line automated analysis.
- Persistent Storage: All results are automatically versioned and saved as JSON in a local directory for later retrieval or auditing.
- Low Latency: Utilizes the DistilBERT-SST-2 model for fast, accurate results without the overhead of a full GPT-4 call.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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