A developer built myRAG, a fully self-hosted RAG stack combining FastAPI, React, Qdrant, PostgreSQL, and Neo4j. The system uses hybrid search with dense and sparse embeddings, cross-encoder reranking,…
Datalab released Lift, a 9B vision model for schema-first document extraction that directly outputs structured JSON from PDFs and images, claiming 90.2% field accuracy. The tool competes with NuExtrac…
A developer argues that most RAG applications fail because they still parse PDFs as plain text instead of preserving document layout. The recommended approach is to use tools that output structured Ma…
AI agents like Claude and ChatGPT cannot see images, only read alt text, making text-level image optimization more critical than byte-level optimization for agent-driven traffic. With ~50% of images h…
IBM engineer Bob developed a custom skill for the "IBM Bob" coding agent to automate the design of HashiCorp Vault secrets engines, based on his own reverse-engineering experience and a tutorial he wr…