SearchAI Index Server — Self-Hosted, OpenSearch 3.5-Compatible Search & Vector Engine

Opensolr offers a free sandbox that creates a live Apache Solr 9.6 index with vector search and RAG in one click. Users can paste JSON or crawl a sitemap, and embeddings are generated server-side without needing an OpenAI key or Docker. It demonstrates that Solr can handle modern AI search, providing grounded answers with sources.

Products·launched

Vector DB implementation in Mojo

MojoVec is a pure Mojo implementation of a vector database using HNSW indexing, designed for high-performance similarity search. It leverages Mojo's performance to achieve faster build times and higher queries per second compared to FAISS and ChromaDB on Apple Silicon, solving the problem of efficient vector search for RAG and other AI applications.

MojoVec is a pure Mojo implementation of a vector database using HNSW indexing, designed for high-performance similarity search. It leverages Mojo's performance to achieve faster build times and higher queries per second compared to FAISS and ChromaDB on Apple Silicon, solving the problem of efficient vector search for RAG and other AI applications.

Products·launched

raggio: open source hybrid vector DB with 4-bit quantization

raggio is an open-source hybrid vector database that uses TurboQuant 4-bit quantization to shrink vector indexes by about 8x, enabling large document collections on small hardware. It offloads collections to disk, so storage isn't limited by RAM, and is designed as a plug-and-play alternative to commercial hosted services or hand-rolled FAISS. It targets companies and individuals needing a self-hosted, resource-efficient vector database for production workloads.

raggio is an open-source hybrid vector database that uses TurboQuant 4-bit quantization to shrink vector indexes by about 8x, enabling large document collections on small hardware. It offloads collections to disk, so storage isn't limited by RAM, and is designed as a plug-and-play alternative to commercial hosted services or hand-rolled FAISS. It targets companies and individuals needing a self-hosted, resource-efficient vector database for production workloads.

Products·launched

FlowSearch.io: hosted search tool with live results and AI answers for any website

FlowSearch.io is a hosted search tool that crawls a website's pages, indexes content, and provides typo-tolerant live search results along with AI-generated answers based on the site's content. It solves the problem of adding fast, relevant search to websites without complex setup, targeting site owners who need a simple search solution.

FlowSearch.io is a hosted search tool that crawls a website's pages, indexes content, and provides typo-tolerant live search results along with AI-generated answers based on the site's content. It solves the problem of adding fast, relevant search to websites without complex setup, targeting site owners who need a simple search solution.

ClawIndex is a retrieval system that uses a reasoning pass over an index instead of pure vector similarity, running entirely on local Qwen. It outperforms FAISS and BM25 on NDCG@10 across HotpotQA, BEIR ArguAna, and BEIR SciDocs benchmarks. The project is a one-person shop and the writeup is free to read.