Feature Area

Integration with external tools

Is your feature request related to a an existing bug? Please link it here.

Currently, I couldn't find any information in your documentation regarding how to integrate an agentic RAG setup or RAG Search Tool with Elasticsearch for more flexible storage. By default, it appears that ChromaDB is used when trying out RAG search tools like PDFSearchTool or TextSearchTool.

It would be highly beneficial if there were an option to customize the database used for storing embeddings. This flexibility would not only enhance usability for end users but also position CrewAI as a more versatile and extensible framework.

Describe the solution you'd like

NA

Describe alternatives you've considered

NA

Additional context

NA

Willingness to Contribute

No, I'm just suggesting the idea