Beyond Keywords and Vectors:dsl-Based Hybrid Search
Posted3 months ago
coderswap.aiTechstory
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Search AlgorithmsInformation RetrievalDomain-Specific Languages
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Search Algorithms
Information Retrieval
Domain-Specific Languages
The article discusses a DSL-based hybrid search approach that goes beyond traditional keyword and vector-based search methods, with the community showing interest in the technical details.
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Oct 16, 2025 at 11:57 AM EDT
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DSL-Powered Hybrid Intelligence:
CoderSwap generates a domain-specific policy at deployment time. The DSL encodes regex-based intent detectors alongside weight budgets for semantic, lexical, and recency signals. At query time the policy fires the first matching intent and streams safe bind parameters into Oracle—no dynamic SQL required.
Sample DSL Snippet
{ "intents": [ { "pattern": "error|exception|ora-\\d+", "weights": { "semantic": 0.3, "lexical": 0.6, "recency": 0.1 } }, { "pattern": "implement|create|build|develop", "weights": { "semantic": 0.7, "lexical": 0.2, "recency": 0.1 } } ], "defaults": { "semantic": 0.5, "lexical": 0.4, "recency": 0.1 } }