Prompt engineering techniques

Techniques These are reliable, safe techniques that improve response quality without attempting to jailbreak or manipulate the model. Dynamic Few-Shot via Embeddings (RAG over examples) Instead of hardcoding 2–3 static examples into the prompt, you retrieve examples that are semantically similar to the user’s current query. How it works : Index a database of successful conversations in a vector store. For each new query, fetch the top‑3 most relevant examples and inject them into the system prom