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Last active November 17, 2025 09:14
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claude app, docker etc
# v7 โ€” Blueprint & starter implementation
**Tujuan:** Reka bentuk V7 ikut struktur memory ChatGPT/Any (latest & complete) siap dengan contoh implementasi untuk R&D: Colab (model), Supabase (memory), Render free-tier (deployment via Docker).
> Struktur projek (basic):
```
main/
|- mike_core/ # brain: orchestrator, core, tools adapters
| |- __init__.py
| |- orchestrator.py
| |- rag.py
| |- reasoning.py
| |- memory.py
| |- embeddings.py
|- templates/
| |- chat.html
|- DataBank/
| |- ??? # manual key in data from website using json type or anything
| |- ??? # Auto data insert, base by web crawling after user request or demand to do
|- app.py # FastAPI app, HTTP endpoints for chat, memory, health
|- Dockerfile
|- .dockerignore
|- requirements.txt
|- render.yml
|- runtime.txt
|- README.md
Dockerfile - Container setup
=======
FROM python:3.11-slim
# Environment variables
ENV PIP_NO_CACHE_DIR=1
ENV PYTHONDONTWRITEBYTECODE=1
ENV PYTHONUNBUFFERED=1
ENV PORT=8000
WORKDIR /app
# Install system dependencies (minimal)
RUN apt-get update && apt-get install -y --no-install-recommends \
gcc \
g++ \
curl \
&& rm -rf /var/lib/apt/lists/*
# Copy requirements (force rebuild each deploy)
ADD requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
# Install dependencies in specific order to avoid conflicts
# 1. Install core dependencies first
RUN pip install --no-cache-dir \
fastapi==0.115.5 \
uvicorn[standard]==0.34.0 \
python-multipart==0.0.20
# 2. Install database client (use latest stable version)
RUN pip install --no-cache-dir \
supabase==2.24.0 \
psycopg2-binary==2.9.10
# 3. Install web scraping tools
RUN pip install --no-cache-dir \
beautifulsoup4==4.12.3 \
requests==2.32.3 \
aiohttp==3.11.11 \
yt-dlp==2024.12.23
# 4. Install utilities
RUN pip install --no-cache-dir \
pydantic==2.10.4 \
pydantic-settings==2.7.0 \
python-dotenv==1.0.1 \
PyYAML==6.0.2 \
aiofiles==24.1.0 \
loguru==0.7.3
# Copy application code
COPY . .
# Create necessary directories
RUN mkdir -p /app/logs /app/temp
# Expose port
EXPOSE 8000
# Cleanup Python cache
RUN find . -type d -name __pycache__ -exec rm -rf {} + || true && \
find . -type f -name '*.pyc' -delete || true
# Health check
HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
CMD curl -f http://localhost:8000/health || exit 1
# Run application
CMD uvicorn app:app --host 0.0.0.0 --port $PORT
=====================================================
.dockerignore - Ignore files
=======
# Python
__pycache__/
*.py[cod]
*$py.class
*.so
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
*.egg-info/
.installed.cfg
*.egg
# Virtual environments
venv/
ENV/
env/
.venv
# IDEs
.vscode/
.idea/
*.swp
*.swo
*~
# OS
.DS_Store
Thumbs.db
# Git
.git/
.gitignore
.gitattributes
# Logs
*.log
logs/
# Temp files
temp/
tmp/
*.tmp
# Data files (shouldn't be in container)
datasets/
models/
vectors/
# Docs
README.md
docs/
*.md
# CI/CD
.github/
.gitlab-ci.yml
# Notebooks
notebooks/
*.ipynb
# Tests
tests/
test_*.py
*_test.py
=====================================================
requirements.txt - Dependencies
=======
# Mike v7 Mark1 - Requirements for Docker/Render
# API-only mode (no heavy ML packages)
# Web Framework
fastapi==0.115.5
uvicorn[standard]==0.34.0
python-multipart==0.0.20
# Database
supabase==2.24.0
psycopg2-binary==2.9.10
# Web Scraping
beautifulsoup4==4.12.3
requests==2.32.3
aiohttp==3.11.11
yt-dlp==2024.12.23
# Data & Config
pydantic==2.11.7
pydantic-settings==2.7.1
python-dotenv==1.0.1
PyYAML==6.0.2
aiofiles==24.1.0
# Logging
loguru==0.7.3
# Numeric deps
numpy==1.26.4
=====================================================
render.yml - Render config
=======
services:
- type: web
name: mike-v7-api
env: docker
dockerfilePath: ./Dockerfile
region: singapore
plan: free
healthCheckPath: /health
=====================================================
runtime.txt - Python version
=======
python-3.11.6
=====================================================
Render Log Result after deploy
=======
INFO: 183.171.99.126:0 - "GET /favicon.ico HTTP/1.1" 404 Not Found
INFO: 183.171.99.126:0 - "GET / HTTP/1.1" 404 Not Found
INFO: 35.197.37.4:0 - "GET / HTTP/1.1" 404 Not Found
==> ///////////////////////////////////////////////////////////
==>
==> Available at your primary URL https://mike-v7-mark1.onrender.com
==>
==> ///////////////////////////////////////////////////////////
==>
==> Your service is live ๐ŸŽ‰
INFO: 127.0.0.1:48210 - "HEAD / HTTP/1.1" 404 Not Found
INFO: Uvicorn running on http://0.0.0.0:8000 (Press CTRL+C to quit)
INFO: Application startup complete.
INFO: Waiting for application startup.
INFO: Started server process [55]
==> Docs on specifying a port: https://render.com/docs/web-services#port-binding
==> No open ports detected, continuing to scan...
==> Running 'uvicorn app:app --host 0.0.0.0 --port 8000'
==> Deploying...
==> Build successful ๐ŸŽ‰
==> Uploaded in 14.6s. Compression took 4.3s
==> Uploading build...
[notice] To update, run: pip install --upgrade pip
[notice] A new release of pip available: 22.3 -> 25.3
Successfully installed PyYAML-6.0.2 aiofiles-24.1.0 aiohappyeyeballs-2.6.1 aiohttp-3.11.11 aiosignal-1.4.0 annotated-types-0.7.0 anyio-4.11.0 attrs-25.4.0 beautifulsoup4-4.12.3 certifi-2025.11.12 cffi-2.0.0 charset-normalizer-3.4.4 click-8.3.1 cryptography-46.0.3 deprecation-2.1.0 fastapi-0.115.5 frozenlist-1.8.0 h11-0.16.0 h2-4.3.0 hpack-4.1.0 httpcore-1.0.9 httptools-0.7.1 httpx-0.28.1 hyperframe-6.1.0 idna-3.11 loguru-0.7.3 multidict-6.7.0 numpy-1.26.4 packaging-25.0 postgrest-2.24.0 propcache-0.4.1 psycopg2-binary-2.9.10 pycparser-2.23 pydantic-2.11.7 pydantic-core-2.33.2 pydantic-settings-2.7.1 pyjwt-2.10.1 python-dotenv-1.0.1 python-multipart-0.0.20 realtime-2.24.0 requests-2.32.3 sniffio-1.3.1 soupsieve-2.8 starlette-0.41.3 storage3-2.24.0 strenum-0.4.15 supabase-2.24.0 supabase-auth-2.24.0 supabase-functions-2.24.0 typing-extensions-4.15.0 typing-inspection-0.4.2 urllib3-2.5.0 uvicorn-0.34.0 uvloop-0.22.1 watchfiles-1.1.1 websockets-15.0.1 yarl-1.22.0 yt-dlp-2024.12.23
Installing collected packages: strenum, yt-dlp, websockets, uvloop, urllib3, typing-extensions, soupsieve, sniffio, PyYAML, python-multipart, python-dotenv, pyjwt, pycparser, psycopg2-binary, propcache, packaging, numpy, multidict, loguru, idna, hyperframe, httptools, hpack, h11, frozenlist, click, charset-normalizer, certifi, attrs, annotated-types, aiohappyeyeballs, aiofiles, yarl, uvicorn, typing-inspection, requests, pydantic-core, httpcore, h2, deprecation, cffi, beautifulsoup4, anyio, aiosignal, watchfiles, starlette, pydantic, httpx, cryptography, aiohttp, realtime, pydantic-settings, fastapi, supabase-functions, supabase-auth, storage3, postgrest, supabase
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