Tutorials

Using the OpenSearch machine learning (ML) framework, you can build various applications, from implementing conversational search to building your own chatbot. To learn more, explore the following ML tutorials:

• Semantic search:
  • Generating embeddings for arrays of objects
  • Semantic search using byte-quantized vectors
• Conversational search:
  • Conversational search using the Cohere Command model
• Reranking search results:
  • Reranking search results using the Cohere Rerank model
  • Reranking search results using the MS MARCO cross-encoder model
• Agents and tools:
  • Retrieval-augmented generation (RAG) chatbot
  • RAG with a conversational flow agent
  • Build your own chatbot