DSPy RAG Pipeline

Goal

Build retrieval-augmented generation pipelines with ColBERTv2 that can be systematically optimized.

When to Use

• Questions require external knowledge
• You have a document corpus to search
• Need grounded, factual responses
• Want to optimize retrieval + generation jointly

Related Skills

• Optimize this pipeline: dspy-miprov2-optimizer, dspy-bootstrap-fewshot
• Build local semantic retrieval: dspy-embedding-retrieval
• Evaluate results: dspy-evaluation-suite
• Design signatures: dspy-signature-designer