AI-First infrastructure API for search, recommendations, and RAG that combines language models with tools for fine tuning ranking and relevance

Build better, faster, and more relevant search and RAG with Trieve's platform. Date recency biasing, re-ranker models, semantic search, sub-sentence highlighting, document expansion, and more — all in one service that you can host yourself.

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AI-First infrastructure API for search, recommendations, and RAG that combines language models with tools for fine tuning ranking and relevance

Introduction

What is Trieve?

Trieve is an AI-first infrastructure API designed for modern search, recommendations, and Retrieval-Augmented Generation (RAG). It empowers businesses to create cutting-edge discovery experiences by combining advanced language models with tools for fine-tuning ranking and relevance. Trieve is built to provide end-to-end solutions for search, recommendations, and RAG, enabling companies to scale efficiently and maintain control over their data.

Features

  • AI-First Infrastructure: Built on the latest advancements in AI technology, Trieve offers a robust platform for search, recommendations, and RAG.

  • Hybrid Search: Combines semantic vector search with traditional full-text search using BM25 and SPLADE models for more accurate results.

  • Customizable Models: Users can choose from stock embedding models or bring their own for tailored experiences.

  • Relevance Tuning: Tools to fine-tune search results and boost specific products or content to meet business goals.

  • Self-Hostable: Ideal for organizations with sensitive data or high-performance needs, with terraform templates for easy setup.

  • Integrated API: Covers data ingestion, chunking, search, recommendations, RAG, and analytics for a seamless experience.

  • Open-Source Models: Utilizes open-source embedding models and LLMs hosted on Trieve's servers to ensure data privacy.

  • HIPAA and SOC2 Compliant: Trusted for industries requiring high data security standards.

How to Use Trieve

  1. Data Ingestion: Upload existing data or documents via API or the no-code dashboard. Trieve's algorithms handle chunking for efficient processing.

  2. API Integration: Integrate Trieve's API into your application's create and update routes to maintain current data.

  3. Testing and Tuning: Use the search playground to test and refine search, recommendation, and chat quality before full integration.

Pricing

Trieve offers a free tier for businesses to explore its capabilities. Custom pricing plans are available for enterprises with unique needs, ensuring scalability and affordability.

Helpful Tips

  • Start Small: Use the free tier to test Trieve's features before scaling.

  • Leverage Playground: Fine-tune your search and recommendation models in the playground for optimal performance.

  • Explore Models: Experiment with different embedding models to find the best fit for your use case.

Frequently Asked Questions

1. How does Trieve ensure data privacy?

Trieve uses open-source models on its servers and offers self-hosting options, ensuring your data remains secure and private.

2. Can Trieve be self-hosted?

Yes, Trieve is self-hostable, perfect for sensitive data or high-performance needs, with terraform templates provided for easy setup.

3. What support does Trieve offer?

Trieve provides comprehensive support through documentation, SDKs, and community channels like Discord and Matrix, along with direct support contact.

This structured approach ensures Trieve is both powerful and user-friendly, making it a top choice for businesses seeking to enhance their discovery experiences.