Metadata-Version: 2.3
Name: botrun-flow-lang
Version: 5.2.161
Summary: A flow language for botrun
Author: sebastian-hsu
Author-email: sebastian.hsu@gmail.com
Requires-Python: >=3.11,<3.13
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Dist: aiohttp (>=3.10.8,<4.0.0)
Requires-Dist: copilotkit (>=0.1.27,<0.2.0)
Requires-Dist: deepdiff (>=8.0.1,<9.0.0)
Requires-Dist: fastapi (>=0.115.5,<0.116.0)
Requires-Dist: google-auth (>=2.35.0,<3.0.0)
Requires-Dist: google-cloud-aiplatform (>=1.80.0,<2.0.0)
Requires-Dist: google-cloud-discoveryengine (>=0.13.3,<0.14.0)
Requires-Dist: google-cloud-firestore (>=2.19.0,<3.0.0)
Requires-Dist: google-cloud-storage (>=2.18.2,<3.0.0)
Requires-Dist: langchain (>=0.3.18,<0.4.0)
Requires-Dist: langchain-anthropic (>=0.3.7)
Requires-Dist: langchain-community (>=0.3.17,<0.4.0)
Requires-Dist: langchain-core (>=0.3.34,<0.4.0)
Requires-Dist: langchain-google-community (>=2.0.3,<3.0.0)
Requires-Dist: langchain-google-genai (>=2.0.6,<3.0.0)
Requires-Dist: langchain-openai (>=0.3.4,<0.4.0)
Requires-Dist: langgraph (>=0.2.70,<0.3.0)
Requires-Dist: litellm (>=1.48.8,<2.0.0)
Requires-Dist: pdfminer-six (==20231228)
Requires-Dist: plotly (>=6.0.0,<7.0.0)
Requires-Dist: pydantic-settings (>=2.5.2,<3.0.0)
Requires-Dist: python-multipart (>=0.0.20,<0.0.21)
Requires-Dist: pytz (>=2024.2,<2025.0)
Requires-Dist: pyyaml (>=6.0.2,<7.0.0)
Requires-Dist: tavily-python (>=0.5.0,<0.6.0)
Requires-Dist: uvicorn (>=0.25.0,<0.26.0)
Requires-Dist: wikipedia (>=1.4.0,<2.0.0)
Requires-Dist: youtube-transcript-api (>=0.6.3,<0.7.0)
Description-Content-Type: text/markdown

# botrun_flow_lang

## 安裝
- 用 poetry 管理 python 環境

## 輸出可用的 requirements.txt
```bash
poetry export -f requirements.txt --output requirements.txt --without-hashes --without-urls
```

### 建立 dev 的 index
```bash
gcloud firestore indexes composite create \
  --collection-group=botrun-hatch-dev-hatch \
  --field-config=field-path=user_id,order=ascending \
  --field-config=field-path=name,order=ascending \
  --field-config=field-path=__name__,order=ascending \
  --project=scoop-386004
```

### 打包 dev
```bash
gcloud builds submit --config cloudbuild_fastapi_dev.yaml --project=scoop-386004
```
### deploy cloud run, dev 的版本
```bash
gcloud run deploy botrun-flow-lang-fastapi-dev \
  --image asia-east1-docker.pkg.dev/scoop-386004/botrun-flow-lang/botrun-flow-lang-fastapi-dev \
  --port 8080 \
  --platform managed \
  --allow-unauthenticated \
  --project=scoop-386004 \
  --region=asia-east1 \
  --cpu 2 \
  --memory 8Gi \
  --min-instances 0 \
  --max-instances 5 \
  --timeout 3600s \
  --concurrency 300 \
  --cpu-boost \
```

### 建立 staging 的 index
```bash
gcloud firestore indexes composite create \
  --collection-group=botrun-hatch-hatch \
  --field-config=field-path=user_id,order=ascending \
  --field-config=field-path=name,order=ascending \
  --field-config=field-path=__name__,order=ascending \
  --project=scoop-386004
```

### 打包 Cloud Run, staging 的版本
```bash
gcloud builds submit --config cloudbuild_fastapi.yaml --project=scoop-386004
```

### 佈署 cloud run, staging 的版本
```bash
gcloud run deploy botrun-flow-lang-fastapi \
  --image asia-east1-docker.pkg.dev/scoop-386004/botrun-flow-lang/botrun-flow-lang-fastapi \
  --port 8080 \
  --platform managed \
  --allow-unauthenticated \
  --project=scoop-386004 \
  --region=asia-east1 \
  --cpu 2 \
  --memory 8Gi \
  --min-instances 0 \
  --max-instances 5 \
  --timeout 3600s \
  --concurrency 300 \
  --cpu-boost \
```

## 為了要減少冷啟動的時間，每十分鐘呼叫一次 heartbeat
```bash
gcloud scheduler jobs create http botrun-flow-lang-heartbeat-job-$ENV \
  --schedule "*/10 * * * *" \
  --time-zone "Asia/Taipei" \
  --uri "https://botrun-flow-lang-fastapi-$ENV-36186877499.asia-east1.run.app/heartbeat" \
  --http-method GET \
  --location "asia-east1" \
  --project "scoop-386004"
```
測試 scheduler
```bash
gcloud scheduler jobs run botrun-flow-lang-heartbeat-job-$ENV --location "asia-east1" --project "scoop-386004"
```

