| Website | trieve.ai |
| Category | Search / RAG / AI Infrastructure |
| License | MIT (open source) |
| Pricing | Free (self-hosted), Cloud from $500/mo |
Overview
Trieve is an open-source search and RAG infrastructure. Hybrid search, re-ranking, and retrieval-augmented generation. All-in-one search API.
Pros
- MIT license
- Hybrid search (semantic + full-text)
- Built-in re-ranking
- RAG out of the box
- Analytics and click tracking
- Self-hosted option
Cons
- Cloud pricing is steep
- Complex deployment for self-hosting
- Smaller community than Elasticsearch
- Documentation sparse in areas
- GPU required for embedding models
Verdict
Trieve is the most complete open-source RAG platform. Instead of stitching together a vector database, embedding model, and retrieval pipeline, Trieve provides all three with a single API. The hybrid search combines semantic and keyword matching, built-in re-ranking improves relevance, and analytics help you understand what users are searching for.