RAG tutorials
The following machine learning (ML) tutorials show you how to implement retrieval-augmeted generation (RAG).
Retrieval-augmented generation (RAG) using the DeepSeek Chat API
- Platform: OpenSearch, Amazon OpenSearch Service
- Model: DeepSeek Chat
- Deployment: Provider API
RAG using DeepSeek-R1 on Amazon Bedrock
- Platform: OpenSearch, Amazon OpenSearch Service
- Model: DeepSeek-R1
- Deployment: Amazon Bedrock
RAG using DeepSeek-R1 in Amazon SageMaker
- Platform: OpenSearch, Amazon OpenSearch Service
- Model: DeepSeek-R1
- Deployment: Amazon SageMaker
Conversational search with RAG tutorials
The following tutorials show you how to implement conversational search with RAG.
Conversational search using Cohere Command
- Platform: OpenSearch
- Model: Cohere Command
- Deployment: Provider API
Conversational search using OpenAI
- Platform: OpenSearch
- Model: OpenAI GPT-4o
- Deployment: Provider API
Conversational search using Anthropic Claude on Amazon Bedrock
- Platform: OpenSearch
- Model: Anthropic Claude
- Deployment: Amazon Bedrock API