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Gen-AI module -> Fixes
Gen-AI module Major fixes/repairs attending project requirements and given feedback.
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‎.github/workflows/ai-pr-summary.yml‎

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name: PR AI Summary
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on:
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pull_request:
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types: [opened, synchronize, reopened]
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permissions:
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contents: read
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pull-requests: write
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jobs:
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summarize:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Get PR diff
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id: diff
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run: |
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BASE="${{ github.event.pull_request.base.sha }}"
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HEAD="${{ github.event.pull_request.head.sha }}"
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# Trae exactamente esos commits (evita problemas de merge-base y shallow clones)
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git fetch --no-tags --prune --depth=1 origin $BASE $HEAD
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git diff $BASE $HEAD > pr.diff
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echo "path=pr.diff" >> $GITHUB_OUTPUT
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- name: Set up Python
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uses: actions/setup-python@v5
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with:
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python-version: '3.11'
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- name: Install deps
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run: |
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python -m pip install --upgrade pip
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pip install openai==1.* # SDK oficial
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- name: Generate AI summary (OpenAI)
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id: ai
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continue-on-error: true
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env:
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OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
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MODEL: gpt-4o-mini
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run: |
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python - << 'PY'
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import os
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from openai import OpenAI
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client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
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with open("pr.diff","r",encoding="utf-8") as f:
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diff = f.read()[:200000] # tope por costos/ruido
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prompt = (
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"You are a code reviewer. Summarize this PR in 2-20 bullets. "
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"Include WHAT changed, WHY it matters, RISKS, TESTS to add, and any BREAKING CHANGES. "
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"Highlight key features or changes. Consider markdown as the default output format."
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"Keep in mind the following points:"
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"1) If DIFF shows only documentation files (e.g., .md/.mdx/.txt/README), state 'Docs-only change', "
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" make clear that the change is included only in documentation files, if that is the case, "
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" otherwise explain normally, considering the DIFF changes like normal. "
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"2) Include a short list of changed file paths as extracted from DIFF. "
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"Keep it concise and actionable.\n\nDIFF:\n" + diff
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)
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resp = client.chat.completions.create(
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model=os.getenv("MODEL","gpt-4o-mini"),
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temperature=0.2,
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messages=[{"role":"user","content":prompt}],
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)
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text = resp.choices[0].message.content.strip()
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with open("summary.txt","w",encoding="utf-8") as f:
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f.write(text)
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PY
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- name: Heuristic fallback if AI failed
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if: ${{ steps.ai.outcome == 'failure' }}
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run: |
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python - << 'PY'
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import re, pathlib
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diff = pathlib.Path("pr.diff").read_text(encoding="utf-8")
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added = len(re.findall(r"^\\+[^+].*$", diff, flags=re.M))
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removed = len(re.findall(r"^\\-[^-].*$", diff, flags=re.M))
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files = re.findall(r"^\\+\\+\\+ b/(.+)$", diff, flags=re.M)
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lower_paths = [f.lower() for f in files]
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DOC_EXT = (".md", ".mdx", ".txt", ".rst", ".adoc")
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is_doc = lambda p: p.endswith(DOC_EXT) or "/docs/" in p or "/doc/" in p
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docs_only = len(files) > 0 and all(is_doc(p) for p in lower_paths)
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# ---------- Doc-only summary ----------
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if docs_only:
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bullets_changed = []
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for f in files[:20]: # evita listas enormes
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bullets_changed.append(f"- `{f}`")
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doc_summary = [
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"## PR Summary",
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"",
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"### WHAT Changed",
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"- **Docs-only change** detected from DIFF.",
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f"- Files changed ({len(files)}):",
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*bullets_changed,
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"",
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"### WHY It Matters",
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"- Improves documentation/README clarity and onboarding experience.",
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"",
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"### RISKS",
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"- None to runtime behavior (documentation only).",
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"",
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"### TESTS to Add",
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"- N/A (no code changes).",
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"",
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"### BREAKING CHANGES",
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"- None.",
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]
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pathlib.Path("summary.txt").write_text("\n".join(doc_summary), encoding="utf-8")
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raise SystemExit(0)
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scopes = set()
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for f in files:
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fl = f.lower()
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if "/controller" in fl: scopes.add("controller")
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elif "/service" in fl: scopes.add("service")
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elif "/repository" in fl or "jparepository" in diff.lower(): scopes.add("repository")
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elif "/entity" in fl or "/model" in fl: scopes.add("entity")
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elif "application" in fl and (fl.endswith(".yml") or fl.endswith(".yaml") or fl.endswith(".properties")):
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scopes.add("config")
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elif fl.endswith("test.java"): scopes.add("test")
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scope = ",".join(sorted(scopes)) if scopes else "core"
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kind = "refactor"
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if added and not removed: kind = "feat"
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if removed and not added: kind = "chore"
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if re.search(r"@Test", diff): kind = "test"
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if re.search(r"fix|bug|exception|stacktrace", diff, re.I): kind = "fix"
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subject = f"[Fallback] {kind}({scope}): {len(files)} file(s), +{added}/-{removed}"
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bullets = []
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bullets.append(f"- Files changed: {len(files)}")
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bullets.append(f"- Lines: +{added} / -{removed}")
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if scopes:
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bullets.append(f"- Layers: {', '.join(sorted(scopes))}")
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if re.search(r"@Transactional", diff): bullets.append("- Touches transactional boundaries")
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if re.search(r"@RestController|@Controller", diff): bullets.append("- Controller changes present")
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if re.search(r"@Service", diff): bullets.append("- Service-layer changes present")
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if re.search(r"@Repository|JpaRepository", diff): bullets.append("- Repository-layer changes present")
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if re.search(r"todo|fixme", diff, re.I): bullets.append("- Contains TODO/FIXME markers")
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text = subject + "\\n\\n" + "\\n".join(bullets)
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pathlib.Path("summary.txt").write_text(text, encoding="utf-8")
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PY
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- name: Comment on PR
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uses: marocchino/sticky-pull-request-comment@v2
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with:
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header: ai-pr-summary
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recreate: true
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path: summary.txt

‎README.md‎

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The system allows creating, updating, filtering, and sorting products,
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as well as tracking key metrics like total stock, inventory value, and average price.
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The project was built with a focus on usability, clear data visualization,
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responsiveness and its supposed to be bug free. It supports pagination,
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search filters, product availability toggling, and sorting by multiple columns.
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The project was built with a focus of usability, clear data visualization and
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responsiveness, for an easy convenience store inventory management (and It's supposed to be bug free).
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It supports pagination, search filters, product availability toggling, and sorting by multiple columns.
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## Tech Stack
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- **Backend:** REST API with CRUD and stock control endpoints
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[InventoryManagerBS](https://github.com/technologic-technologic/InventoryManagerBS.git)
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## Features
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- **Product CRUD**
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- **Filtering & Searching**
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- **Sorting**
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- **Stock Management**
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- **Inventory Metrics**
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- **Pagination**
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## Backend API (Expected)
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## Backend API (Expected communications)
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Business service git URL: https://github.com/technologic-technologic/InventoryManagerBS.git
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To run the frontend locally:
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```bash
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# go to directory from repo location
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cd inventory-manager
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```
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```bash
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# Install dependencies
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npm install
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```
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```bash
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# Run the app on port 8080
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npm start
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npm run dev
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```
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```bash
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# Run all tests
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npm test
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# Run tests manually
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npm run test
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```

‎documentation/documentation.docx‎

-43.8 KB
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‎inventory-manager/.gitignore‎

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# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
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# dependencies
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/node_modules
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/.pnp
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.pnp.js
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# testing
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/coverage
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# production
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/build
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# misc
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.DS_Store
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.env.local
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.env.development.local
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.env.test.local
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.env.production.local
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# Logs
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logs
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*.log
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npm-debug.log*
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yarn-debug.log*
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yarn-error.log*
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pnpm-debug.log*
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lerna-debug.log*
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node_modules
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dist
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dist-ssr
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*.local
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package-lock.json
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# Editor directories and files
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.vscode/*
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!.vscode/extensions.json
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.idea
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.idea/
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.DS_Store
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*.suo
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*.ntvs*
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*.njsproj
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*.sln
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*.sw?

‎inventory-manager/README.md‎

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# Getting Started with Create React App
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This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app).
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## Available Scripts
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In the project directory, you can run:
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### `npm start`
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Runs the app in the development mode.\
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Open [http://localhost:3000](http://localhost:3000) to view it in the browser.
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The page will reload if you make edits.\
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You will also see any lint errors in the console.
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### `npm test`
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Launches the test runner in the interactive watch mode.\
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See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information.
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### `npm run build`
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Builds the app for production to the `build` folder.\
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It correctly bundles React in production mode and optimizes the build for the best performance.
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The build is minified and the filenames include the hashes.\
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Your app is ready to be deployed!
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See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information.
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### `npm run eject`
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**Note: this is a one-way operation. Once you `eject`, you can’t go back!**
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If you aren’t satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project.
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Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you’re on your own.
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You don’t have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn’t feel obligated to use this feature. However we understand that this tool wouldn’t be useful if you couldn’t customize it when you are ready for it.
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## Learn More
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You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started).
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To learn React, check out the [React documentation](https://reactjs.org/).
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# React + TypeScript + Vite
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This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
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Currently, two official plugins are available:
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- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [oxc](https://oxc.rs) when used in [rolldown-vite](https://vite.dev/guide/rolldown)) for Fast Refresh
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- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
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## React Compiler
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The React Compiler is not enabled on this template because of its impact on dev & build performances. To add it, see [this documentation](https://react.dev/learn/react-compiler/installation).
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## Expanding the ESLint configuration
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If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
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```js
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export default defineConfig([
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globalIgnores(['dist']),
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{
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files: ['**/*.{ts,tsx}'],
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extends: [
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// Other configs...
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// Remove tseslint.configs.recommended and replace with this
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tseslint.configs.recommendedTypeChecked,
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// Alternatively, use this for stricter rules
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tseslint.configs.strictTypeChecked,
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// Optionally, add this for stylistic rules
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tseslint.configs.stylisticTypeChecked,
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// Other configs...
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],
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languageOptions: {
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parserOptions: {
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project: ['./tsconfig.node.json', './tsconfig.app.json'],
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tsconfigRootDir: import.meta.dirname,
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},
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// other options...
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},
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},
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])
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```
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You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
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```js
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// eslint.config.js
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import reactX from 'eslint-plugin-react-x'
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import reactDom from 'eslint-plugin-react-dom'
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export default defineConfig([
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globalIgnores(['dist']),
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{
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files: ['**/*.{ts,tsx}'],
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extends: [
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// Other configs...
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// Enable lint rules for React
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reactX.configs['recommended-typescript'],
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// Enable lint rules for React DOM
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reactDom.configs.recommended,
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],
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languageOptions: {
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parserOptions: {
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project: ['./tsconfig.node.json', './tsconfig.app.json'],
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tsconfigRootDir: import.meta.dirname,
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},
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// other options...
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},
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},
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])
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```

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