Category: AI
Articles tagged AI
Playground: Experiment with RAG applications with Elasticsearch in minutes
Learn about Elastic's Playground and how to use it to experiment with RAG applications using Elasticsearch.
Building RAG with Llama 3 open-source and Elastic
Learn how to build a RAG system with Llama3 open source and Elastic. This blog provides practical examples of RAG using Llama3 as an LLM.
RAG pipelines in production: Operationalize your GenAI project
In this blog, we discuss the necessary considerations for running Retrieval Augmented Generation (RAG) pipelines in production.
Intelligent RAG data chunking: Fetch surrounding chunks
Learn about data chunking in RAG and explore fetch surrounding chunking, a pattern in RAG that uses chunking and Elasticsearch to refine LLM responses.
LangChain-Elasticsearch vector database integration and retrievers for RAG
Explore the LangChain and Elasticsearch integration and how it enables you to easily build RAG solutions and leverage retrievers.
How to set up LocalAI for GPU-powered text embeddings in air-gapped environments
With LocalAI, you can compute text embeddings in air-gapped systems. GPU support is available. Here's how to set up LocalAI to compute embeddings for your data.
OpenAI function calling with Elasticsearch
Explore OpenAI's function calling capabilities and learn how to implement dynamic function calls, including fetching data from Elasticsearch, enhancing the model's real-time data access and complex operation handling.
Geospatial search made simple with LLM and Elasticsearch: Journey through the city
Learn the basics of geospatial search and dive deep into geospatial search augmented by the power of Large Language Model (LLM) technology.
Using NVIDIA NIM with Elasticsearch vector store
Explore how NVIDIA NIM enhances applications with NLP capabilities and learn how to integrate NVIDIA NIM with Elasticsearch.
Elasticsearch open inference API adds support for Azure OpenAI embeddings
Elasticsearch open inference API adds support for Azure OpenAI embeddings to be stored in the world's most downloaded vector database.
Elasticsearch open inference API adds support for Azure OpenAI chat completions
Azure OpenAI chat completions is available via the Elasticsearch inference API. Learn how to use this feature to answer questions.
