Code Helper
C 68 completed
Other
unknown / java · small
166
Files
17,996
LOC
1
Frameworks
10
Languages
Pipeline State
completedRun ID
#1546162Phase
doneProgress
0%Started
2026-04-16 23:48:43Finished
2026-04-16 23:48:43LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
46.07Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:02Deduplication group #47319
Member of a group with 123 similar repo(s) — canonical #189146 view group →
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🧪 Code Distillation
Browse all specs →AI Prompt
Create a code and content intelligence server, similar to JavaDucker, using Java 21 and Spring Boot 3.2. The system needs to index various file types—including source code, documents like Markdown and PDF, and configuration files—into a DuckDB database. It must expose a REST API for searching, supporting both exact and semantic search using TF-IDF vectorization. Additionally, build a CLI client using picocli that allows users to upload files/directories, check the server status, and perform various search queries.
java spring-boot duckdb rest-api cli semantic-search indexing file-parsing
Generated by gemma4:latest
Catalog Information
Create a code and content intelligence server, similar to JavaDucker, using Java 21 and Spring Boot 3.2. The system needs to index various file types—including source code, documents like Markdown and PDF, and configuration files—into a DuckDB database. It must expose a REST API for searching, supporting both exact and semantic search using TF-IDF vectorization. Additionally, build a CLI client using picocli that allows users to upload files/directories, check the server status, and perform vari
Tags
java spring-boot duckdb rest-api cli semantic-search indexing file-parsing
Quality Score
C
68.3/100
Structure
77
Code Quality
62
Documentation
65
Testing
75
Practices
59
Security
76
Dependencies
80
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (41% test-to-source ratio)
- Consistent naming conventions (PascalCase)
- Properly licensed project
Weaknesses
- 1 files with critical complexity need refactoring
- 1289 duplicate lines detected — consider DRY refactoring
- 3 'god files' with >500 LOC need decomposition
Recommendations
- Add a linter configuration to enforce code style consistency
Languages
Frameworks
Spring Boot
Symbols
variable860
method362
class84
function77
constant50
interface3
enum1
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