<h2>Overview:</h2>
The Trieve OG tag is a powerful tool designed for efficient and intuitive search capabilities. With features like self-hosting options, semantic dense vector search, typo-tolerant full-text search, and sub-sentence highlighting, Trieve OG tag enhances user experience and provides accurate and relevant search results. Additionally, the platform offers features like recommendations, RAG API routes, and hybrid search with cross-encoder re-ranking, making it a versatile solution for various search needs.
<h2>Features:</h2>
<ul>
<li>Self-Hosting in your VPC or on-prem: Host in your company's VPC with docker containers and terraform templates.</li>
<li>Semantic Dense Vector Search: Integrates with OpenAI or Jina embedding models for semantic vector search.</li>
<li>Typo Tolerant Full-Text/Neural Search: Vector'ize chunks for typo-tolerant neural sparse-vector search.</li>
<li>Sub-Sentence Highlighting: Enhance user experience by highlighting matching words or sentences within a chunk.</li>
<li>Recommendations: Find similar chunks or files using the recommendation API.</li>
<li>Convenient RAG API Routes: Access different LLMs for RAG with OpenRouter integration.</li>
<li>Bring Your Own Models: Customize the platform by plugging in your text-embedding or large-language model.</li>
<li>Hybrid Search with Cross-Encoder Re-Ranking: Optimize search results with re-ranking using BAAI or bge-reranker-large.</li>
<li>Recency Biasing: Easily prioritize recent search results to prevent staleness.</li>
</ul>

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Trieve