devflowinc / trieve

What it does

• Self-Hosting in your VPC or on-prem. We have full self-hosting guides for AWS, GCP, Kubernetes generally, and docker compose available on our documentation page here.
• Semantic Dense Vector Search. Integrates with OpenAI or Jina embedding models and Qdrant to provide semantic vector search.
• Typo Tolerant Full-Text/Neural Search. Every uploaded chunk is vector'ized with naver/efficient-splade-VI-BT-large-query for typo tolerant, quality neural sparse-vector search.
• Sub-Sentence Highlighting. Highlight the matching words or sentences within a chunk and bold them on search to enhance UX for your users. Shout out to the simsearch crate!
• Recommendations. Find similar chunks (or files if using grouping) with the recommendation API. Very helpful if you have a platform where users' favorite, bookmark, or upvote content.