Experimenting with Searches
Learn how to craft effective search queries and interpret results in the Artemis Search Playground
Types of Searches
Simple Keyword Search
Simple Keyword Search
Start with basic keyword searches to familiarize yourself with the system.
Example: “artificial intelligence”
Phrase Search
Phrase Search
Use quotes to search for exact phrases.
Example: “machine learning applications in healthcare”
Conceptual Search
Conceptual Search
Leverage Artemis Search’s reasoning capabilities to find results based on concepts rather than just keywords.
Example: “companies working on sustainable energy solutions”
Attribute-based Search
Attribute-based Search
Search for entities with specific attributes or characteristics.
Example: “startups selling physical products directly to consumers”
Crafting Effective Queries
To get the most out of Artemis Search, consider the following tips when crafting your queries:
Be Specific
The more specific your query, the more targeted your results will be. Instead of “tech companies,” try “AI-powered cybersecurity startups founded after 2020.”
Use Natural Language
Artemis Search understands context, so phrase your queries as you would a question to a human expert.
Combine Concepts
Don’t hesitate to combine multiple concepts in a single query, such as “environmentally friendly manufacturing techniques in the automotive industry.”
Interpreting Results
When you run a search in the Playground, you’ll see a table of results. Here’s how to interpret them:
The content associated with the matching embedding from your dataset.
The probability (between 0 and 1) that the result matches your search query. Higher values indicate a stronger match.
Pay attention to the ‘proba’ values to gauge the relevance of each result. You can adjust the ‘Proba Threshold’ in the Playground settings to filter out lower-probability matches.
Example Searches
Let’s walk through some example searches to demonstrate Artemis Search’s capabilities:
Refining Your Searches
If you’re not getting the results you expect, try these refinement techniques:
- Adjust specificity: Make your query more or less specific to broaden or narrow the results.
- Use synonyms: Try alternative words or phrases that express the same concept.
- Combine searches: Use multiple related searches to cross-reference results.
- Tweak parameters: Experiment with different Synthetic Dataset Sizes and Probability Thresholds.
Remember, the power of Artemis Search lies in its ability to understand context and concepts. Don’t be afraid to phrase your queries in a natural, detailed manner to get the most relevant results.
Next Steps
Now that you’re familiar with experimenting in the Playground, consider integrating Artemis Search into your applications using our API. This will allow you to harness the power of intelligent search directly in your products or services.