MCP and LLM enhancement : add _spec/ endpoint to API#154
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nicdavidson wants to merge 5 commits intodevelopfrom
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MCP and LLM enhancement : add _spec/ endpoint to API#154nicdavidson wants to merge 5 commits intodevelopfrom
nicdavidson wants to merge 5 commits intodevelopfrom
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Merge develop into master
Added standard overview describing DreamFactory as a secure, self-hosted enterprise data access platform for enterprise apps and on-prem LLMs. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
…ection - Add ?model=true parameter returning condensed ~14KB data model with all tables, columns, types, foreign keys, row counts, and structural patterns - Add detectRelationshipPatterns() to identify self-referencing hierarchies and junction tables for many-to-many relationships - Preserve relationship metadata in compact mode (was being stripped) - Add handleModelResponse() and buildDataModel() for LLM-optimized output - Add spec_url to service listing in RestController for discoverability Tested in Round 7 A/B: new model endpoint achieved 5/5 accuracy with 12 API calls vs 4.5/5 with 27 calls using old schema-per-table approach.
…ements Extend _spec?model=true endpoint with: - ?stock=true param to toggle enhanced metadata on/off (for A/B testing) - Auto-generated query templates (count, group-by, top-N, paginate, join, date) - Field semantic hints (amount, audit, hierarchy detection) - Sample data and enum value detection (conditional on stock mode) - Related record usage hints with relationship name guidance Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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Adds x-dreamfactory-relationships and x-dreamfactory-resources to _spec endpoint for better LLM/agent discoverability