Trieve Howto
Trieve is an all-in-one API for building advanced search, recommendations, and RAG experiences with AI-powered features like semantic search, hybrid retrieval, and relevance tuning.
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Sign up for Trieve: Create an account on the Trieve website or contact them at [email protected] to get started with their API.
Add existing data: Send your data to the Trieve API. You can either upload individual chunks of text or entire documents that will be automatically chunked by Trieve's algorithms.
Integrate the API: Add calls to Trieve's API on your create and update routes to keep your data up to date in their system.
Configure search settings: Use Trieve's management Search UI to test and fine-tune search quality, relevance, and other settings like date recency biasing.
Implement search in your application: Integrate Trieve's search API calls into your product's frontend to enable AI-powered search for your users.
Set up recommendations (optional): If desired, implement Trieve's recommendation API to provide content recommendations based on user history and content similarity.
Implement RAG (optional): To add generative AI capabilities, use Trieve's RAG API to build experiences that return generated outputs with citations and manage message history.
Fine-tune and optimize: Continuously monitor search performance and use Trieve's tuning tools like term frequency boosting and sub-sentence highlighting to improve results.
Trieve FAQs
Trieve is an API and infrastructure platform for building search, recommendations, and Retrieval-Augmented Generation (RAG) experiences. It combines search language models with tools for tuning ranking and relevance.
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