| name | RAG Pipeline Builder |
| author | ragai |
| version | 1.0.0 |
| type | workflow |
| category | NLP |
| license | MIT |
| description | Builds Retrieval-Augmented Generation pipelines with vector stores, chunking strategies, and reranking |
| tags | ["workflow","nlp","ai","automation"] |
| models | ["gpt-4o","claude-3.5-sonnet","gemini-1.5-pro"] |
| parameters | {"temperature":{"type":"number","default":0.7,"min":0,"max":2,"description":"Controls randomness in output generation"},"max_tokens":{"type":"integer","default":4096,"min":256,"max":16384,"description":"Maximum number of tokens to generate"},"streaming":{"type":"boolean","default":false,"description":"Enable streaming output"}} |
| inputs | {"query":{"type":"string","required":true,"description":"Primary input for the skill"},"context":{"type":"object","required":false,"description":"Additional context for processing"}} |
| outputs | {"result":{"type":"string","description":"Primary output from the skill"},"metadata":{"type":"object","description":"Execution metadata including tokens used and latency"}} |
RAG Pipeline Builder
Builds Retrieval-Augmented Generation pipelines with vector stores, chunking strategies, and reranking
Usage
This skill can be used standalone or as part of an Agent workflow on SkillsHub.
Standalone
skillshub run ragai/RAG-Pipeline-Builder --input "Your query here"
In Agent
Add this skill to your Agent configuration to enable its capabilities.
