Trieve
Trieve, a San Francisco-based B2B company, specializes in advanced search infrastructure solutions, offering a range of services including AI-powered full-text and semantic vector search, with a focus on data privacy and integration flexibility.
Company Overview
Trieve, located in San Francisco, CA, operates in the B2B infrastructure industry. As an early-stage company and part of Y Combinator's W24 batch, Trieve is active in the United States of America and the wider America/Canada region. The company focuses on providing advancements in AI-powered search technologies and retrieval-augmented generation (RAG). The team, consisting of three members, offers hosted cloud services as well as licensing options for private server deployments.
Core Services
Trieve offers a variety of services that cater to the needs of search teams and infrastructure companies. Their solutions provide both dense vector semantic search and sparse vector full-text search, along with cross encoder re-ranker models and RAG endpoints. Key features include merchandising relevance tuning, date recency biasing, duplicate detection and merging, sub-sentence highlighting, and recommendations based on user history and content similarity. Trieve also supports OpenAPI specifications, ensuring easier integrations for various applications.
Products and Features
Trieve's products are designed to enhance search functionalities through a state-of-the-art retrieval model called SPLADE. They offer hybrid search capabilities, combining full-text search and semantic vector search, making them suitable for diverse use cases. The management Search UI enables users to test search quality, while comprehensive API documentation supports seamless integration. Additionally, Trieve provides terraform templates for hosting and ensures data privacy by running open source embedding models and large language models (LLMs) on their own servers.
Integration and Support
Trieve provides extensive support to assist users in integrating their APIs and services. A step-by-step guide helps users add existing data, integrate the API, and utilize search, recommend, or generate features. The website also allows users to book demos directly and offers a free tier for non-commercial self-hosting. Contact options include phone, email, Matrix, and Discord for comprehensive customer support. The company also facilitates direct comparisons with competitors like Algolia to highlight their unique advantages.
Open Source and Community
Committed to transparency and community engagement, Trieve provides access to their source code through their Github repository at devflowinc/trieve. This allows users to contribute to the codebase and customize the solutions as per their requirements. Their approach emphasizes the importance of using private open source models, ensuring data privacy while leveraging the full potential of AI-powered search and RAG.