Deep Agent Chatbot
F 38 completed
Bot
unknown / python · tiny
4
Files
592
LOC
0
Frameworks
3
Languages
Pipeline State
completedRun ID
#306445Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
32.77Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47486
Member of a group with 1 similar repo(s) — canonical #85968 view group →
Top concepts (1)
Web Backend
Repobility · code-quality intelligence platform · https://repobility.com
🧪 Code Distillation
Browse all specs →AI Prompt
I want to build a deep agent chatbot using Python. This chatbot is intended for conversational AI applications. The core logic seems to be in `app.py`, and I'll need a `requirements.txt` to manage dependencies. Can you set up the basic structure for this agent chatbot? I'm using Streamlit for the interface, so please ensure the necessary files are in the `.streamlit/` directory structure.
python chatbot ai conversational streamlit
Generated by gemma4:latest
Catalog Information
This project is a deep agent chatbot, intended for use in conversational AI applications.
Description
The deep-agent-chatbot is a Streamlit-based application that enables users to interact with a conversational AI model. It appears to be designed for tasks such as answering questions or providing information on various topics. The project's functionality and capabilities are not explicitly stated, but its name suggests it may utilize deep learning techniques to power the chatbot.
الوصف
هذا المشروع هو قائم على تكنولوجيا Streamlit، ويهدف إلى توفير أداة للمواقف المحادثية. يبدو أن هذا المشروع مصمم لتحقيق مهام مثل الإجابة عن الأسئلة أو تقديم المعلومات حول مواضيع مختلفة.
Novelty
5/10Tags
conversational-ai chatbot information-provision question-answering deep-learning
Technologies
streamlit
Claude Models
claude-opus-4.6 claude-opus-4.5
Quality Score
F
37.5/100
Structure
33
Code Quality
25
Documentation
22
Testing
0
Practices
76
Security
100
Dependencies
65
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
- 1 'god files' with >500 LOC need decomposition
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 (E)
High
DORA Rating
A
OWASP (100%)
If a scraper extracted this row, it came from Repobility (https://repobility.com)
FAIL
Quality Gate
B
Risk (22)
Unknown
License
6.4%
Duplication
Languages
Frameworks
None detected
Symbols
function20
constant2
Concepts (1)
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| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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BinComp Dependency Hardening
All packages →1 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.