Articles by tag: hybrid-search

Hybrid Search in PostgreSQL | VectorChord Setup

We break down the infrastructure setup for hybrid search on PostgreSQL and VectorChord. Automation of extensions, table design, processing pipelines. Learn how.

Hybrid search without cloud: PostgreSQL and VectorChord

How to build a local search system with Jina v4 and llama.cpp. Technical guide for RAG system developers. Learn about Matryoshka embeddings and optimization.

Manticore Search 25.0: hybrid search and KNN

Overview of Manticore Search 25.0.0: hybrid search, preliminary KNN filtering, S3 backups, prepared statements. Learn how to upgrade and use new features for high-load search systems.

Hybrid code search in GitLab across 100+ projects

Speed up string search in GitLab: API for code, deep scan for YAML/JSON/env. python-gitlab script reduces time from hours to minutes. Code and instructions for middle/senior dev.

Agentic RAG at hackathon: chunking and search

Breakdown of two RAG architectures for DIFC court documents: hybrid search, agent-router, chunking. Accuracy metrics, grounding, speed. For middle/senior dev. Learn what worked.