PromptOllama

Fri, 06 Jun 2025 00:00:00 +0000

What if you could just, actually, put an LLM on everything?

Ollama

Ollama allows you to run a variety of Large Language Models (LLMs) with minimal setup. You can also create custom models using Modelfiles and system prompts.

The PromptOllama Stage allows you to connect to a running instance of Ollama Server, which communicates with an LLM through a simple API. The Stage sends part (or all) of a Document to the LLM for generic enrichment. You’ll want to create a custom model (with a Modelfile) or provide a System Prompt in the Stage Config that is tailored to your pipeline.

QueryOpensearch

Fri, 06 Jun 2025 00:00:00 +0000

OpenSearch Templates

You can use templates in OpenSearch to repeatedly run a certain query using different parameters. For example, if we have an index full of parks, and we want to search for a certain park, we might use a template like this:

{
 "source": {
 "query": {
 "match_phrase": {
 "park_name": "{{park_to_search}}"
 }
 }
 }
}

In Opensearch, you could then call this template (providing it park_to_search) instead of writing out the full query each time you want to search.

Stages on Lucille

PromptOllama

Ollama

QueryOpensearch

OpenSearch Templates