Building a web search engine from scratch in two months with 3 billion neural embeddings

End-to-end deep dive of the project, spanning a large GPU cluster, distributed RocksDB, and terabytes of sharded HNSW.

Indexing - Qdrant

Qdrant is an Open-Source Vector Database and Vector Search Engine written in Rust. It provides fast and scalable vector similarity search service with...

On the Theoretical Limitations of Embedding-Based Retrieval

View recent discussion. Abstract: Vector embeddings have been tasked with an ever-increasing set of retrieval tasks over the years, with a nascent ris...

GitHub - opencode-ai/opencode: A powerful AI coding agent. Built for the terminal.

A powerful AI coding agent. Built for the terminal. - opencode-ai/opencode

SearchAI

AI-powered web search with a contextual chat assistant

AI Company Research Tool

Web app for AI-driven company research

Book Finder (findmybook.net)

Java-based book search and recommendation engine with OpenAI integration

SailPlan

Maritime navigation and vessel optimization platform using AI for route planning.

Ceres Imaging

Aerial imagery and analytics platform for agriculture optimization using AI and thermal imaging.

Koffie Financial

Commercial trucking insurance platform using telematics and AI for risk assessment.

CapGains

Cryptocurrency tax and portfolio tracking platform for investors and traders.

How to Secure Environment Variables for LLMs, MCPs, and AI Tools Using 1Password or Doppler

Stop hardcoding API keys in MCP configs and AI tool settings. Learn how to use 1Password CLI or Doppler to inject secrets just-in-time for Claude, Cur...