checkpoint 2025 · Independent Work
RAG Systems
Retrieval-augmented generation with vector databases
Retrieval-augmented generation pipelines that combine vector databases, embeddings and prompt engineering to ground model answers in real data.
PythonVector DatabasesPrompt EngineeringPyTorch
# highlights
Highlights
- Retrieval pipelines over vector databases
- Embedding and reranking for grounded answers
- Prompt engineering for reliable, steerable output