What is Trieve
Trieve is an AI search infrastructure designed to integrate advanced search capabilities into applications. It combines powerful language models with human fine-tuning tools, offering features like semantic vector search, SPLADE full-text neural search, and hybrid search models. Aimed at developers and businesses looking to enhance their search functionality, Trieve provides a flexible, production-ready solution that can adapt to various data types and search requirements.
Key Features
- Private Managed Embedding Models: Users can bring their own embedding model or choose from Trieve’s open-source hosted options.
- SPLADE Full-Text Neural Search: A state-of-the-art retrieval model that surpasses traditional BM25 for full-text search.
- Semantic Vector Search: Supports out-of-the-box semantic vector search for more nuanced query responses.
- Hybrid Search: Combines full-text and semantic vector search with cross-encoder re-ranker models for comprehensive search results.
- Merchandising Relevance Tuning: Allows boosting of search results based on sales or popularity.
- Date Recency Biasing: Ensures the most recent results are shown first by supporting date recency biasing.
- Duplicate Content Detection and Merging: Novel approach to identifying and merging duplicate content within knowledge management.
- Sub-Sentence Highlighting: Highlights specific parts of search results to directly address user queries.
- Open Source with Business Source License: While not free software, Trieve is open source under certain restrictions, encouraging community contributions.
Pricing
DEV Plan
- Cost: $25 per month
- Features:
- 100,000 vectorized and stored chunks
- Unlimited search queries at 10/s rate limit
- 2 datasets
- 5 users
- 10,000 gen AI messages
- 1GB S3 file storage
PRO Plan
- Cost: $500 per month (starting)
- Features:
- SLO add-on available (300ms 99th percentile and 75ms 50th percentile latency)
- SLA add-on available (99.9% uptime)
- SOC 2, ISO 27001, and HIPAA compliance
- 1,000,000 vectorized and stored chunks
- Unlimited search queries at 25/s rate limit
- 10 datasets
- 20 users
- 10,000 gen AI messages
- 50GB S3 file storage
SOVEREIGN Plan
- Cost: $1000 per month (starting)
- Features:
- Terraform templates
- Helm charts
- Run securely on your own servers or cloud
- Multi-tenant capability for use by multiple teams within an organization
- Unlimited usage (except for reselling)
- Dedicated support contracts available
Please check here for more details about Trieve’s pricing.