Dave Erickson

Dave Erickson

Distinguished Architect

Articles by Dave Erickson
Vector DatabaseAIPython

Using TwelveLabs’ Marengo video embedding model with Amazon Bedrock and Elasticsearch

Creating a small app to search video embeddings from TwelveLabs' Marengo model.

Dave Erickson
AIKibana

Testing DeepSeek R1 locally for RAG with Ollama and Kibana

Learn how to run a local instance of DeepSeek and connect to it from within Kibana.

Dave Erickson
AI

Retrieval vs. poison — Fighting AI supply chain attacks

Learn about the supply chain vulnerabilities of artificial intelligence large language models (LLMs) and how the AI retrieval techniques of search engines can be used to fight misinformation and intentional tampering of AI.

Dave Erickson
AI

Privacy-first AI search using LangChain and Elasticsearch

The world of search is changing very quickly. ChatGPT has cemented generative AI's place in making finding data faster. We'll use Elasticsearch and LangChain to build a private trivia bot on fun Star Wars trivia data.

Dave Erickson

Ready to build state of the art search experiences?

Sufficiently advanced search isn’t achieved with the efforts of one. Elasticsearch is powered by data scientists, ML ops, engineers, and many more who are just as passionate about search as you are. Let’s connect and work together to build the magical search experience that will get you the results you want.

Try it yourself