Examples

Practical how-to guides, interactive notebooks, and sample apps to get you started

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Apps

Chatbot RAG Reference App
AIVector Database
OpenAI embeddings in Elasticsearch
Vector DatabaseAI
Relevance Workbench
Vector DatabaseAIRelevance

Glossary

Definitions and reference material for every term, concept, and acronym used across the Elasticsearch Labs library.

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Notebooks

Semantic search using the Inference API with the OpenAI service
AI

Load an Embedding Model into Elasticsearch
Vector DatabaseLucene

Load and search with a multilingual model
Vector Database

Semantic search with ELSER in Elasticsearch
Vector DatabaseRelevance

Question Answering with LangChain and OpenAI
AI

Integrate LangChain Bedrock LLM and Elasticsearch
AI

Semantic search using the Inference API with the Cohere service
AI

Using Cohere for RAG and Rerank in Elasticsearch
AI

RAG chatbot with LangChain and Elasticsearch
AI

Integrations LangChain question answering with self query retriever
AI

Semantic search quick start
Vector Database

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