exulu-context-retrieval

What problem does it solve?

This Skill enables fast, accurate retrieval of information from ExuluContext tables by combining structured item metadata search with semantic content search, reducing manual querying and data wrangling.

Core Features & Use Cases

• Hybrid search across items and chunks using both full-text search (FTS) and vector embeddings for high-quality results.
• Vectorize user queries with the vectorize.ts script to produce a PostgreSQL vector expression for semantic matching.
• Use cases include locating specific documents or data items, counting results, and extracting contextual information across contexts.

Quick Start

Run the vectorize.ts script with your query and the target context to generate a vector expression for downstream SQL-based retrieval.