Few-Shot Learning
by AaaS · open-source · Last verified 2026-03-01
Teaches LLMs to perform tasks by providing a small number of input-output examples in the prompt. Enables rapid task adaptation without fine-tuning by demonstrating the desired pattern through carefully selected, representative examples.
https://aaas.blog/skill/few-shot-learning ↗B+
B+—Good
Adoption: AQuality: AFreshness: B+Citations: AEngagement: F
Specifications
- License
- MIT
- Pricing
- open-source
- Capabilities
- example-selection, pattern-demonstration, task-adaptation, format-specification
- Integrations
- langchain, openai, anthropic
- Use Cases
- text-classification, format-conversion, style-transfer, data-labeling
- API Available
- No
- Difficulty
- beginner
- Prerequisites
- Supported Agents
- claude-code, devin
- Tags
- prompting, few-shot, examples, in-context-learning, techniques
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
73.5Adoption
88
Quality
84
Freshness
78
Citations
86
Engagement
0