Trieve

Overview:

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.

Features:

• Self-Hosting in your VPC or on-prem: Host in your company’s VPC with docker containers and terraform templates.
• Semantic Dense Vector Search: Integrates with OpenAI or Jina embedding models for semantic vector search.
• Typo Tolerant Full-Text/Neural Search: Vector’ize chunks for typo-tolerant neural sparse-vector search.
• Sub-Sentence Highlighting: Enhance user experience by highlighting matching words or sentences within a chunk.
• Recommendations: Find similar chunks or files using the recommendation API.
• Convenient RAG API Routes: Access different LLMs for RAG with OpenRouter integration.
• Bring Your Own Models: Customize the platform by plugging in your text-embedding or large-language model.
• Hybrid Search with Cross-Encoder Re-Ranking: Optimize search results with re-ranking using BAAI or bge-reranker-large.
• Recency Biasing: Easily prioritize recent search results to prevent staleness.

Installation:

To install Trieve OG tag, follow these steps:

1. Fork the repository and clone it to your local machine.
2. Create a new branch: git checkout -b your-branch-name
3. Solve the desired issue by modifying the code on your branch.
4. Test your changes to ensure smooth functionality.

Summary:

Trieve OG tag offers a comprehensive search solution with features like semantic search, typo tolerance, recommendations, and customizable model integrations. With a focus on enhancing user experience and providing accurate search results, Trieve OG tag is a valuable tool for businesses and platforms. Installation is straightforward, making it accessible for developers to contribute and customize the platform according to their requirements.