Strakly Bot
D 52 completed
Other
unknown / python · small
55
Files
6,864
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#380121Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
37.19Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47404
Member of a group with 1 similar repo(s) — canonical #102193 view group →
Top concepts (2)
Project DescriptionWeb Backend
Repobility · code-quality intelligence · https://repobility.com
🧪 Code Distillation
Browse all specs →AI Prompt
Build me an AI-powered chatbot for a gym management platform, similar to Strakly Bot. I need it to use RAG for answering natural language queries about gym data. The system should support multi-tenant context extraction using JWTs and be able to call existing NestJS backend APIs. It must generate human-like responses using OpenAI and maintain temporary conversation memory. Please set up the FastAPI structure with endpoints for chat messages and include documentation generation for Swagger UI.
python fastapi ai-chatbot rag openai rest-api jwt gym-management llm
Generated by gemma4:latest
Catalog Information
AI-powered chatbot for Strakly gym management platform using RAG (Retrieval-Augmented Generation).
Description
AI-powered chatbot for Strakly gym management platform using RAG (Retrieval-Augmented Generation).
Novelty
3/10Tags
python fastapi ai-chatbot rag openai rest-api jwt gym-management llm
Technologies
fastapi langchain
Claude Models
claude-opus-4-6
Quality Score
D
51.7/100
Structure
37
Code Quality
65
Documentation
49
Testing
0
Practices
77
Security
92
Dependencies
60
Strengths
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- Missing README file \u2014 critical for project understanding
- No LICENSE file \u2014 legal ambiguity for contributors
- No tests found \u2014 high risk of regressions
- No CI/CD configuration \u2014 manual testing and deployment
- 1225 duplicate lines detected \u2014 consider DRY refactoring
Recommendations
- Add a comprehensive README.md explaining purpose, setup, usage, and architecture
- Add a test suite \u2014 start with critical path integration tests
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
Security & Health
4.8h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
All rows above produced by Repobility · https://repobility.com
A
Risk (2)
Unknown
License
6.8%
Duplication
Languages
Frameworks
FastAPI
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility · severity-and-effort ranking · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | AI-powered chatbot for Strakly gym management platform using RAG (Retrieval-Augmented Generation). | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
LLM Insights
AI-powered chatbot for Strakly gym management platform using Retrieval-Augmented Generation (RAG).structured_summary
infopurpose: AI-powered chatbot for Strakly gym management platform using Retrieval-Augmented Generation (RAG).
primary_domain: web-backend
reference_quality60
reuse_potential: high
Repobility · severity-and-effort ranking · https://repobility.com
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