Persistent Ambient Memory Agent
C+ 71 completed
Ai Ml
unknown / markdown · small
90
Files
23,400
LOC
2
Frameworks
6
Languages
Pipeline State
completedRun ID
#303613Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
77.00Framework unique
—Isolation
—Last stage change
2026-05-10 03:34:46Deduplication group #56880
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (9)
Project DescriptionWeb BackendpresentationinfrastructuretestingNotificationsSearchTestingConfiguration
About: code-quality intelligence by Repobility · https://repobility.com
🧪 Code Distillation
Browse all specs →AI Prompt
Create an Email Memory Agent that scans my emails to build a personal, searchable memory vault. I need the system to extract and structure information about people, decisions, commitments, and action items from my inbox. The core functionality should allow me to ask questions in plain English via a simple chat interface and receive answers based on my past conversations. Since this is a local tool, please ensure the architecture supports a team of specialized AI agents managed by an orchestrator. The project should use FastAPI for the backend and include a web interface for interaction.
python fastapi ai-agent email memory-vault local-storage chat-interface nlp web-app
Generated by gemma4:latest
Catalog Information
Email Memory Agent is a tool that scans your emails to build a personal memory vault, allowing you to ask questions and retrieve information from your past conversations.
Description
Email Memory Agent flips the script on traditional AI memory systems by scanning your existing apps and building a rich picture of who you are as soon as you onboard. It connects to your Gmail, reads your emails, and constructs a personal memory vault that's structured and searchable. You can then ask questions in plain English through a simple chat interface and get real answers pulled from your own history.
الوصف
يعد Email Memory Agent أداة تقوم بقراءة بريدك الإلكتروني لإنشاء مخزن ذاكري شخصي، مما يسمح لك بالاستفسار عن المعلومات والتعرف على تفاصيل من محادثاتك السابقة. يقلب Email Memory Agent النظرة التقليدية للذاكرة الذكية عن طريق قراءة تطبيقاتك الحالية وإنشاء صورة غنية عن شخصيتك في لحظة تسجيل الدخول. يربط البرنامج بريدك الإلكتروني، ويقرأ رسائلك، ويبني مخزن ذاكري شخصي مُقسَّم ومُمكن البحث فيه. يمكنك بعد ذلك الاستفسار عن المعلومات والتعرف على تفاصيل من محادثاتك السابقة من خلال واجهة دردشة بسيطة.
Novelty
9/10Tags
email-scanning personal-memory-vault searchable-conversations plain-english-chat real-time-information
Technologies
anthropic fastapi jest openai rich uvicorn
Claude Models
claude-opus-4.6
Quality Score
C+
71.3/100
Structure
64
Code Quality
73
Documentation
77
Testing
70
Practices
61
Security
90
Dependencies
90
Strengths
- Good test coverage (50% test-to-source ratio)
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
- No CI/CD configuration \u2014 manual testing and deployment
- 334 duplicate lines detected \u2014 consider DRY refactoring
Recommendations
- 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
5.3h
Tech Debt (A)
Medium
DORA Rating
A
OWASP (100%)
Repobility — same analyzer, your code, free for public repos · /scan/
PASS
Quality Gate
A
Risk (0)
ISC
License
13.6%
Duplication
Languages
Frameworks
FastAPI Jest
Symbols
function64
constant33
method29
variable14
class12
API Endpoints (13)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility · open methodology · https://repobility.com/research/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | / | serve_frontend | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /api/auth/google | auth_google | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /api/auth/logout | auth_logout | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/auth/status | auth_status | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/auth/user-info | auth_user_info | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/build/status | get_build_status | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/memories | get_memories | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/memory/{memory_type}/{filename} | get_memory_file | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /api/query | query_memory | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/search | search_memories | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/stats | get_stats | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/stream/build | stream_build | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/stream/refresh | stream_refresh | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (9)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility (the analyzer behind this table) · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | Most AI memory systems save your chat conversations. That creates a cold-start problem: the apps relying on that memory don't know anything about you when you sign up. They only learn more as you keep using the app, keep chatting, keep feeding them data one conversation at a time. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | presentation | Detected presentation layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | infrastructure | Detected infrastructure layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Notifications | Detected from 2 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 4 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 15 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Configuration | Detected from 6 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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