{"repo":"devflowinc/trieve","free":true,"listed":false,"github":"https://github.com/devflowinc/trieve","clone":"git clone https://github.com/devflowinc/trieve.git","description":"All-in-one platform for search, recommendations, RAG, and analytics offered via API","language":"Rust","stars":2715,"topics":["actix-web","diesel","postgresql","qdrant","qdrant-vector-database","rust","search","search-engine","embedding","llm"],"license":"MIT","category":"databases-storage","readme_excerpt":"Sign Up (1k chunks free) PDF2MD Hacker News Search Engine Documentation Meet a Maintainer Discord Matrix All-in-one solution for search, recommendations, and RAG Quick Links - API Reference + Docs - OpenAPI specification - Typescript SDK - Python SDK Features - 🔒 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. - 🤖 Convenient RAG API Routes : We integrate with OpenRouter to provide you with access to any LLM you would like for RAG. Try our routes for fully-managed RAG with topic-based memory management or select your own context RAG. - 💼 Bring Your Own Models : If you'd like, you can bring your own text-embedding, SPLADE, cross-encoder re-ranking, and/or large-language model (LLM) and plu","default_branch":null,"files":null,"tree":[],"storefront":"/r/devflowinc","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/devflowinc/trieve/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}