A Latin American FinTech company processed 10,000 daily customer inquiries with a team of only three people using an AI architecture that combines language models, automated flows, and pragmatic engin…
A developer built a local RAG pipeline using Ollama, ChromaDB, and TinyLlama for private PDF Q&A, then exposed it as an MCP server so Cursor IDE can query documents directly. The project uses sentence…
A new open-source benchmark, Truth Benchmark, automatically detects when code does not match its documentation claims. The project provides a dataset of 52 labeled examples across multiple programming…
A developer built a semantic search engine in about 150 lines of code using the all-MiniLM-L6-v2 embedding model and pgvector on Postgres, requiring no API keys. The system matches queries like "anima…
Researchers at Amphora have built a semantic search engine and open-status classifier over the ResearchMath-14k dataset, a collection of research-level mathematics problems mined from arXiv. The syste…
A developer demonstrated how embeddings and vector search enable semantic matching by converting text into numerical vectors, where "cheap hotel" and "affordable accommodation" are geometrically close…