Elastic Semantic Search
Createdjedrazb
Enables semantic search of Elasticsearch documents, specifically tailored for Search Labs blog posts.
About
This Python-based tool provides an MCP server that facilitates semantic search within Elasticsearch. It's designed to work with data indexed from Search Labs blog posts using Elastic Open Crawler. The server integrates seamlessly with Claude Desktop, allowing users to perform semantic searches and retrieve relevant information from the indexed blog content. The tool relies on Elasticsearch's ELSER model to enable semantic understanding of the content, providing more accurate search results compared to keyword-based approaches.
Key Features
- Integration with Claude Desktop
- Easily configurable via .env file
- Semantic search using Elasticsearch's ELSER model
- API key-based security for Elasticsearch access
- Supports indexing with Elastic Open Crawler
Use Cases
- Semantic search of blog posts
- Integrating with Claude Desktop for enhanced search capabilities
- Crawling and indexing content using Elastic Open Crawler
