Slow twosum solution

.github/mode-context.json

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+{
+  "$schema": "https://raw.githubusercontent.com/github/context-server/main/schema.json",
+  "name": "LLM Code Review Bot",
+  "description": "A bot that uses LLMs to review pull request code diffs and post comments.",
+  "app": {
+    "name": "llm-code-review-bot",
+    "version": "0.1.0"
+  },
+  "config": {
+    "entrypoint": "reviewbot.main:main",
+    "runtime": {
+      "language": "python"
+    }
+  },
+  "capabilities": {
+    "pullRequestReview": true
+  }
+}

.github/workflows/code-review.yml

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+name: LLM Code Review
+
+on:
+  pull_request:
+    types: [opened, synchronize]
+
+jobs:
+  review:
+    runs-on: ubuntu-latest
+
+    permissions:
+      contents: read
+      pull-requests: write
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v3
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+
+      - name: Install dependencies
+        run: |
+          pip install -r requirements.txt
+
+      - name: Run LLM code review
+        env:
+          GROQ_API_KEY: ${{ secrets.GROQ_API_KEY }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PYTHONPATH: ${{ github.workspace }}
+          GITHUB_REPOSITORY: ${{ github.repository }}
+          GITHUB_REF: ${{ github.ref }}
+        run: |
+          python3 -m reviewbot.main

README.md

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+# LLM Code Review Bot

requirements.txt

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+certifi==2025.4.26
+cffi==1.16.0
+charset-normalizer==3.4.2
+cryptography==41.0.5
+greenlet==1.1.2
+idna==3.10
+msgpack==1.0.2
+pycparser==2.21
+pycryptodome==3.19.0
+pynvim==0.4.3
+requests==2.32.3
+urllib3==2.4.0

reviewbot/main.py

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+import os
+import requests
+from reviewbot.utils import get_diff, post_pr_comment, get_pr_number
+
+llm_prompt = "Please reviiew thsi code diff, list improvements and potential optimizations in bullet points";
+
+def review_with_groq(diff):
+    api_key = os.environ.get("GROQ_API_KEY")
+    headers = {
+        "Authorization": f"Bearer {api_key}",
+        "Content-Type": "application/json",
+    }
+    payload = {
+        "model": "meta-llama/llama-4-scout-17b-16e-instruct",
+        "messages": [
+            {"role": "system", "content": "You are a senior software engineer doing code reviews."},
+            {"role": "user", "content": f"{llm_prompt} given the following diff{diff}"}
+        ],
+        "temperature": 0.3,
+    }
+
+    response = requests.post("https://api.groq.com/openai/v1/chat/completions", headers=headers, json=payload)
+
+    print("Raw Groq response:", response.status_code, response.text)
+    response.raise_for_status()
+    return response.json()["choices"][0]["message"]["content"]
+
+def main():
+    diff = get_diff()
+    review = review_with_groq(diff)
+    post_pr_comment(review)
+
+if __name__ == "__main__":
+    main()

reviewbot/utils.py

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+import os
+import requests
+import json
+
+def get_pr_number():
+    event_path = os.getenv("GITHUB_EVENT_PATH")
+    if not event_path:
+        raise Exception("GITHUB_EVENT_PATH not set")
+
+    with open(event_path, 'r') as f:
+        event = json.load(f)
+
+    return event["pull_request"]["number"]
+
+def get_diff():
+    repo = os.environ.get("GITHUB_REPOSITORY")
+    pr_number = get_pr_number()
+
+    token = os.environ.get("GITHUB_TOKEN")
+    if not token:
+        raise Exception("Missing GITHUB_TOKEN environment variable.")
+
+    headers = {
+        "Authorization": f"Bearer {token}",
+        "Accept": "application/vnd.github.v3+json",
+    }
+
+    url = f"https://api.github.com/repos/{repo}/pulls/{pr_number}/files"
+
+    diffs = []
+    page = 1
+    while True:
+        response = requests.get(url, headers=headers, params={"page": page, "per_page": 100})
+        response.raise_for_status()
+        files = response.json()
+        if not files:
+            break
+
+        for f in files:
+            patch = f.get("patch")
+            if patch:
+                diffs.append(f"File: {f['filename']}\n{patch}")
+
+        page += 1
+
+    return "\n\n".join(diffs)
+
+def post_pr_comment(body: str):
+    repo = os.getenv("GITHUB_REPOSITORY")
+    token = os.getenv("GITHUB_TOKEN")
+    pr_number = get_pr_number()
+
+    url = f"https://api.github.com/repos/{repo}/issues/{pr_number}/comments"
+    headers = {
+        "Authorization": f"Bearer {token}",
+        "Accept": "application/vnd.github+json"
+    }
+    payload = {
+        "body": body
+    }
+
+    response = requests.post(url, headers=headers, json=payload)
+    print("GitHub API response:", response.status_code, response.text)
+    response.raise_for_status()

test_module/hello.py

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+# Hello.py: A sample python script used for testing reviews
+
+def twoSum(array, targetSum):
+    for i in range(0, len(array)):
+        for j in range(i+1, len(array)):
+            if array[i] + array[j] == targetSum:
+                return ([array[i], array[j]])
+        return []
+
+twoSum([2,7,11,15], 9)
+