diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index bffa656..2f220fd 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -15,14 +15,14 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"]
 
     steps:
     - name: Checkout repository
-      uses: actions/checkout@v3
+      uses: actions/checkout@v6
 
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v6
       with:
         python-version: ${{ matrix.python-version }}
 
@@ -30,7 +30,13 @@ jobs:
     - name: Install dependencies
       run: pip install -e .[test]
 
-    - name: Test with pytest
-      run: pytest
+    - name: Run tests
+      run: pytest -k "not example"
       env:
-        API_KEY: ${{secrets.API_KEY}}
+        API_KEY: ${{ secrets.API_KEY }}
+
+    - name: Run example tests
+      if: matrix.python-version == '3.13'
+      run: pytest -k "example"
+      env:
+        API_KEY: ${{ secrets.API_KEY }}
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..c3c5335
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,137 @@
+name: Release
+
+on:
+  push:
+    tags: ['v**']
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: false
+
+jobs:
+  test:
+    name: Test / Python ${{ matrix.python-version }}
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"]
+    steps:
+      - uses: actions/checkout@v6
+
+      - uses: actions/setup-python@v6
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install dependencies
+        run: pip install -e .[test]
+
+      - name: Run tests
+        run: pytest -k "not example"
+        env:
+          API_KEY: ${{ secrets.API_KEY }}
+
+      - name: Run example tests
+        if: matrix.python-version == '3.13'
+        run: pytest -k "example"
+        env:
+          API_KEY: ${{ secrets.API_KEY }}
+
+  build:
+    name: Build distribution
+    needs: [test]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v6
+
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.13"
+
+      - name: Build sdist and wheel
+        run: |
+          pip install build
+          python -m build
+
+      - uses: actions/upload-artifact@v7
+        with:
+          name: dist
+          path: dist/
+          if-no-files-found: error
+
+  publish:
+    name: Publish release
+    needs: [build]
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      packages: write
+    steps:
+      - uses: actions/download-artifact@v8
+        with:
+          name: dist
+          path: dist/
+
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.13"
+
+      - name: Create GitHub Release
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GH_REPO: ${{ github.repository }}
+        run: |
+          gh release create ${{ github.ref_name }} dist/* --generate-notes \
+            || gh release upload ${{ github.ref_name }} dist/* --clobber
+
+      - name: Install twine
+        run: pip install --upgrade pip twine
+
+      - name: Publish to PyPI
+        env:
+          TWINE_USERNAME: __token__
+          TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
+        run: twine upload dist/*
+
+  smoke-test:
+    name: Smoke test published package
+    needs: [publish]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/setup-python@v6
+        with:
+          python-version: "3.13"
+
+      - name: Wait for PyPI availability
+        run: |
+          VERSION=${GITHUB_REF_NAME#v}
+          echo "Waiting for serpapi==$VERSION on PyPI..."
+          for i in $(seq 1 12); do
+            if pip index versions serpapi 2>/dev/null | grep -q "$VERSION"; then
+              echo "Available!"
+              exit 0
+            fi
+            echo "Attempt $i/12 — sleeping 10s..."
+            sleep 10
+          done
+          echo "Timed out waiting for PyPI propagation" && exit 1
+
+      - name: Install from PyPI
+        run: |
+          VERSION=${GITHUB_REF_NAME#v}
+          pip install "serpapi==$VERSION"
+
+      - name: Verify import and version
+        env:
+          API_KEY: ${{ secrets.API_KEY }}
+          EXPECTED_VERSION: ${{ github.ref_name }}
+        shell: python3 {0}
+        run: |
+          import os
+          import serpapi
+          expected = os.environ["EXPECTED_VERSION"].lstrip("v")
+          assert serpapi.__version__ == expected, f"Version mismatch: {serpapi.__version__} != {expected}"
+          print(f"OK: serpapi=={serpapi.__version__} installed successfully")
+          client = serpapi.Client(api_key=os.environ["API_KEY"])
+          results = client.search({"engine": "google", "q": "coffee"})
+          assert results.get("organic_results"), "No organic results returned"
+          print(f"OK: live search returned {len(results['organic_results'])} organic results")
diff --git a/.gitignore b/.gitignore
index 1d0adf0..143977d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,3 +16,4 @@ __pycache__
 
 .vscode
 t.py
+.venv/
diff --git a/HISTORY.md b/HISTORY.md
index 88404b3..fc96f64 100644
--- a/HISTORY.md
+++ b/HISTORY.md
@@ -1,6 +1,24 @@
 Release History
 ===============
 
+1.0.1 (2026-03-18)
+------------------
+
+- Fix release workflow: YAML syntax error in smoke test step and remove broken GitHub Packages publish.
+
+1.0.0 (2026-03-18)
+------------------
+
+- Automated PyPI release pipeline via GitHub Actions (tag-triggered: test → build → publish → smoke test).
+- Modernized packaging to PEP 621 (pyproject.toml), removing legacy setup.py and Pipfile.
+- Added Python 3.13 support.
+
+0.1.6 (2026-02-16)
+------------------
+
+- Add support for request timeouts.
+- Add status and error codes support - https://serpapi.com/api-status-and-error-codes
+
 0.1.5 (2023-11-01)
 ------------------
 
diff --git a/Pipfile b/Pipfile
deleted file mode 100644
index a5c014f..0000000
--- a/Pipfile
+++ /dev/null
@@ -1,14 +0,0 @@
-[[source]]
-url = "https://pypi.org/simple"
-verify_ssl = true
-name = "pypi"
-
-[packages]
-serpapi = {editable = true, path = "."}
-pytest = "*"
-
-[dev-packages]
-alabaster = "*"
-sphinx = "*"
-pytest = "*"
-black = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index b648257..0000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,591 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "89b1875c3363b3d6f5d499c666e43404b5260933fb44f45d06e40277eceb34cb"
-        },
-        "pipfile-spec": 6,
-        "requires": {},
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "certifi": {
-            "hashes": [
-                "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1",
-                "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"
-            ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2023.11.17"
-        },
-        "charset-normalizer": {
-            "hashes": [
-                "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027",
-                "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087",
-                "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786",
-                "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8",
-                "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09",
-                "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185",
-                "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574",
-                "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e",
-                "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519",
-                "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898",
-                "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269",
-                "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3",
-                "sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f",
-                "sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6",
-                "sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8",
-                "sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a",
-                "sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73",
-                "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc",
-                "sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714",
-                "sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2",
-                "sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc",
-                "sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce",
-                "sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d",
-                "sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e",
-                "sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6",
-                "sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269",
-                "sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96",
-                "sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d",
-                "sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a",
-                "sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4",
-                "sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77",
-                "sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d",
-                "sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0",
-                "sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed",
-                "sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068",
-                "sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac",
-                "sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25",
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-                "sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab",
-                "sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26",
-                "sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2",
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-                "sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389",
-                "sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99",
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-                "sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8",
-                "sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887",
-                "sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b",
-                "sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4",
-                "sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f",
-                "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5",
-                "sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33",
-                "sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519",
-                "sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561"
-            ],
-            "markers": "python_full_version >= '3.7.0'",
-            "version": "==3.3.2"
-        },
-        "idna": {
-            "hashes": [
-                "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
-                "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
-            ],
-            "markers": "python_version >= '3.5'",
-            "version": "==3.4"
-        },
-        "iniconfig": {
-            "hashes": [
-                "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3",
-                "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.0.0"
-        },
-        "packaging": {
-            "hashes": [
-                "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5",
-                "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==23.2"
-        },
-        "pluggy": {
-            "hashes": [
-                "sha256:cf61ae8f126ac6f7c451172cf30e3e43d3ca77615509771b3a984a0730651e12",
-                "sha256:d89c696a773f8bd377d18e5ecda92b7a3793cbe66c87060a6fb58c7b6e1061f7"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.3.0"
-        },
-        "pytest": {
-            "hashes": [
-                "sha256:0d009c083ea859a71b76adf7c1d502e4bc170b80a8ef002da5806527b9591fac",
-                "sha256:d989d136982de4e3b29dabcc838ad581c64e8ed52c11fbe86ddebd9da0818cd5"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==7.4.3"
-        },
-        "requests": {
-            "hashes": [
-                "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f",
-                "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.31.0"
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diff --git a/README.md b/README.md
index 0abfb2d..15eb407 100644
--- a/README.md
+++ b/README.md
@@ -1,17 +1,11 @@
+# SerpApi Python Library & Package
+[![Package](https://img.shields.io/pypi/v/serpapi?color=green)](https://pypi.org/project/serpapi) [![serpapi-python](https://github.com/serpapi/serpapi-python/actions/workflows/ci.yml/badge.svg)](https://github.com/serpapi/serpapi-python/actions/workflows/ci.yml)
 
-<div align="center">
-<h1 align="center">SerpApi Python Library & Package</h1>
-  <img src="https://user-images.githubusercontent.com/78694043/233921372-bb57c347-9005-4b59-8f09-993698a87eb6.svg" width="600" alt="serpapi python library logo">
+Integrate search data into your AI workflow, RAG / fine-tuning, or Python application using this official wrapper for [SerpApi](https://serpapi.com). 
 
-  <a href="https://badge.fury.io/py/serpapi-python">![Package](https://badge.fury.io/py/serpapi.svg)</a>
-  
-  [![serpapi-python](https://github.com/serpapi/serpapi-python/actions/workflows/ci.yml/badge.svg)](https://github.com/serpapi/serpapi-python/actions/workflows/ci.yml)
-</div>
-
-This repository is the home of the *soon–to–be* official Python API wrapper for [SerpApi](https://serpapi.com). This `serpapi` module allows you to access search data in your Python application.
-
-[SerpApi](https://serpapi.com) supports Google, Google Maps, Google Shopping, Bing, Baidu, Yandex, Yahoo, eBay, App Stores, and more. Check out the [documentation](https://serpapi.com/search-api) for a full list.
+SerpApi supports Google, Google Maps, Google Shopping, Baidu, Yandex, Yahoo, eBay, App Stores, and [more](https://serpapi.com). 
 
+Query a vast range of data at scale, including web search results, flight schedules, stock market data, news headlines, and [more](https://serpapi.com).
 
 ## Installation
 
@@ -23,37 +17,68 @@ $ pip install serpapi
 
 Please note that this package is separate from the legacy `serpapi` module, which is available on PyPi as `google-search-results`. This package is maintained by SerpApi, and is the recommended way to access the SerpApi service from Python.
 
-## Usage
+## Simple Usage
 
 Let's start by searching for Coffee on Google:
 
-```pycon
->>> import serpapi
->>> s = serpapi.search(q="Coffee", engine="google", location="Austin, Texas", hl="en", gl="us")
+```python
+import os
+import serpapi
+
+client = serpapi.Client(api_key=os.getenv("SERPAPI_KEY"))
+results = client.search({
+  "engine": "google",
+  "q": "coffee"
+})
+
+print(results)
 ```
 
-The `s` variable now contains a `SerpResults` object, which acts just like a standard dictionary, with some convenient functions added on top.
+The `results` variable now contains a `SerpResults` object, which acts just like a standard dictionary, with some convenient functions added on top.
 
-Let's print the first result:
+This example runs a search for "coffee" on Google. It then returns the results as a regular Python Hash.
+ See the [playground](https://serpapi.com/playground) to generate your own code.
 
-```pycon
->>> s["organic_results"][0]["link"]
-'https://en.wikipedia.org/wiki/Coffee'
-```
+The SerpApi key can be obtained from [serpapi.com/signup](https://serpapi.com/users/sign_up?plan=free).
 
-Let's print the title of the first result, but in a more Pythonic way:
+Environment variables are a secure, safe, and easy way to manage secrets.
+ Set `export SERPAPI_KEY=<secret_serpapi_key>` in your shell.
+ Python accesses these variables from `os.environ["SERPAPI_KEY"]`.
 
-```pycon
->>> s["organic_results"][0].get("title")
-'Coffee - Wikipedia'
-```
+### Error handling
 
-The [SerpApi.com API Documentation](https://serpapi.com/search-api) contains a list of all the possible parameters that can be passed to the API.
+Unsuccessful requests raise `serpapi.HTTPError` or `serpapi.TimeoutError` exceptions. The returned status code will reflect the sort of error that occurred, please refer to [Status and Error Codes Documentation](https://serpapi.com/api-status-and-error-codes) for more details.
+
+```python
+import os
+import serpapi
+
+# A default timeout can be set here.
+client = serpapi.Client(api_key=os.getenv("API_KEY"), timeout=10)
+
+try:
+    results = client.search({
+        'engine': 'google',
+        'q': 'coffee',
+    })
+except serpapi.HTTPError as e:
+    if e.status_code == 401: # Invalid API key
+        print(e.error) # "Invalid API key. Your API key should be here: https://serpapi.com/manage-api-key"
+    elif e.status_code == 400: # Missing required parameter
+        pass
+    elif e.status_code == 429: # Exceeds the hourly throughput limit OR account run out of searches
+        pass
+except serpapi.TimeoutError as e:
+    # Handle timeout
+    print(f"The request timed out: {e}")
+```
 
 ## Documentation
 
 Documentation is [available on Read the Docs](https://serpapi-python.readthedocs.io/en/latest/).
 
+Change history is [available on GitHub](https://github.com/serpapi/serpapi-python/blob/master/HISTORY.md).
+
 ## Basic Examples in Python
 
 ### Search Bing
@@ -64,7 +89,7 @@ import serpapi
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
 results = client.search({
     'engine': 'bing',
-    'q': 'coffee',
+    'q': 'coffee'
 })
 ```
 - API Documentation: [serpapi.com/bing-search-api](https://serpapi.com/bing-search-api)
@@ -194,8 +219,7 @@ import serpapi
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
 results = client.search({
     'engine': 'google',
-    'q': 'coffee',
-    'engine': 'google',
+    'q': 'coffee'
 })
 ```
 - API Documentation: [serpapi.com/search-api](https://serpapi.com/search-api)
@@ -226,19 +250,18 @@ results = client.search({
 ```
 - API Documentation: [serpapi.com/google-autocomplete-api](https://serpapi.com/google-autocomplete-api)
 
-### Search Google Product
+### Search Google Immersive Product
 ```python
 import os
 import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
 results = client.search({
-    'engine': 'google_product',
-    'q': 'coffee',
-    'product_id': '4887235756540435899',
+    'engine': 'google_immersive_product',
+    'page_token': 'eyJlaSI6Im5ZVmxaOXVVTDY2X3A4NFBqTnZELUFjIiwicHJvZHVjdGlkIjoiIiwiY2F0YWxvZ2lkIjoiNTE1NDU2NTc1NTc5MzcxMDY3NSIsImhlYWRsaW5lT2ZmZXJEb2NpZCI6IjI1MDkyMjcwMDUzMjk2NzQwODMiLCJpbWFnZURvY2lkIjoiMTYzOTg5MjU0MDcwMDU4MDA1NTQiLCJyZHMiOiJQQ18zNDg4MDE0MTg3ODgxNzc5NjU0fFBST0RfUENfMzQ4ODAxNDE4Nzg4MTc3OTY1NCIsInF1ZXJ5IjoibGcrdHYiLCJncGNpZCI6IjM0ODgwMTQxODc4ODE3Nzk2NTQiLCJtaWQiOiI1NzY0NjI3ODM3Nzc5MTUzMTMiLCJwdnQiOiJoZyIsInV1bGUiOm51bGx9=',
 })
 ```
-- API Documentation: [serpapi.com/google-product-api](https://serpapi.com/google-product-api)
+- API Documentation: [serpapi.com/google-immersive-product-api](https://serpapi.com/google-immersive-product-api)
 
 ### Search Google Reverse Image
 ```python
@@ -262,7 +285,7 @@ import serpapi
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
 results = client.search({
     'engine': 'google_events',
-    'q': 'coffee',
+    'q': 'Events in Austin',
 })
 ```
 - API Documentation: [serpapi.com/google-events-api](https://serpapi.com/google-events-api)
@@ -321,7 +344,6 @@ results = client.search({
     'engine': 'google_play',
     'q': 'kite',
     'store': 'apps',
-    'max_results': '2',
 })
 ```
 - API Documentation: [serpapi.com/google-play-api](https://serpapi.com/google-play-api)
@@ -338,8 +360,7 @@ results = client.search({
     'q': 'coffee',
 })
 ```
-- API Documentation: [serpapi.com/images-results](https://serpapi.com/images-results)
-
+- API Documentation: [serpapi.com/google-images-api](https://serpapi.com/google-images-api)
 
 ## License
 
@@ -348,3 +369,15 @@ MIT License.
 ## Contributing
 
 Bug reports and pull requests are welcome on GitHub. Once dependencies are installed, you can run the tests with `pytest`.
+
+## Publishing a new release
+
+1. Update the version in `serpapi/__version__.py`.
+2. Push a tag — the release pipeline runs automatically:
+   ```sh
+   git tag v1.2.3
+   git push origin v1.2.3
+   ```
+   This triggers the [release workflow](.github/workflows/release.yml), which tests, builds, and publishes to PyPI, then smoke-tests the published package.
+
+> **Required secrets:** `PYPI_API_TOKEN` (PyPI upload token) and `API_KEY` (used in smoke-test live search).
diff --git a/README.md.erb b/README.md.erb
deleted file mode 100644
index 0bed824..0000000
--- a/README.md.erb
+++ /dev/null
@@ -1,165 +0,0 @@
-<%-
-def snippet(format, path) 
- lines = File.new(path).readlines
- stop = lines.size - 1 
- slice = lines[7..stop]
- slice.reject! { |l| l.match?(/(^# |assert )/) }
- buf = slice.map { |l| l.gsub(/(^\s{2})/, '').gsub(/^\s*$/, '') }.join
- url = 'https://github.com/serpapi/serpapi-python/blob/master/' + path
- %Q(```#{format}\nimport serpapi\nimport pprint\nimport os\n\n#{buf}```\ntest: [#{path}](#{url}))
-end
--%>
-
-<div align="center">
-<h1 align="center">SerpApi Python Library & Package</h1>
-  <img src="https://user-images.githubusercontent.com/78694043/233921372-bb57c347-9005-4b59-8f09-993698a87eb6.svg" width="600" alt="serpapi python library logo">
-
-  <!-- <a href="https://badge.fury.io/py/serpapi-python">![Package](https://badge.fury.io/py/serpapi.svg)</a>
-  <a href="https://pepy.tech/project/serpapi-python">![Downloads](https://static.pepy.tech/personalized-badge/serpapi?period=month&units=international_system&left_color=grey&right_color=brightgreen&left_text=Downloads)</a>  -->
-  [![serpapi-python](https://github.com/serpapi/serpapi-python/actions/workflows/ci.yml/badge.svg)](https://github.com/serpapi/serpapi-python/actions/workflows/ci.yml)
-</div>
-
-This repository is the home of the *soon–to–be* official Python API wrapper for [SerpApi](https://serpapi.com). This `serpapi` module allows you to access search data in your Python application.
-
-[SerpApi](https://serpapi.com) supports Google, Google Maps, Google Shopping, Bing, Baidu, Yandex, Yahoo, eBay, App Stores, and more. Check out the [documentation](https://serpapi.com/search-api) for a full list.
-
-## Current Status
-
-This project is under development, and will be released to the public on PyPi soon.
-
-## Installation
-
-To install the `serpapi` package, simply run the following command:
-
-```bash
-$ pip install serpapi
-```
-
-Please note that this package is separate from the *soon–to–be* legacy `serpapi` module, which is currently available on PyPi as `google-search-results`.
-
-## Usage
-
-Let's start by searching for Coffee on Google:
-
-```pycon
->>> import serpapi
->>> s = serpapi.search(q="Coffee", engine="google", location="Austin, Texas", hl="en", gl="us")
-```
-
-The `s` variable now contains a `SerpResults` object, which acts just like a standard dictionary, with some convenient functions added on top.
-
-Let's print the first result:
-
-```pycon
->>> s["organic_results"][0]["link"]
-'https://en.wikipedia.org/wiki/Coffee'
-```
-
-Let's print the title of the first result, but in a more Pythonic way:
-
-```pycon
->>> s["organic_results"][0].get("title")
-'Coffee - Wikipedia'
-```
-
-The [SerpApi.com API Documentation](https://serpapi.com/search-api) contains a list of all the possible parameters that can be passed to the API.
-
-## Documentation
-
-Documentation is [available on Read the Docs](https://serpapi-python.readthedocs.io/en/latest/).
-
-## Examples in python
-Here is how to calls the APIs.
-
-### Search bing
-<%= snippet('python', 'tests/example_search_bing_test.py') %>
-see: [serpapi.com/bing-search-api](https://serpapi.com/bing-search-api)
-
-### Search baidu
-<%= snippet('python', 'tests/example_search_baidu_test.py') %>
-see: [serpapi.com/baidu-search-api](https://serpapi.com/baidu-search-api)
-
-### Search yahoo
-<%= snippet('python', 'tests/example_search_yahoo_test.py') %>
-see: [serpapi.com/yahoo-search-api](https://serpapi.com/yahoo-search-api)
-
-### Search youtube
-<%= snippet('python', 'tests/example_search_youtube_test.py') %>
-see: [serpapi.com/youtube-search-api](https://serpapi.com/youtube-search-api)
-
-### Search walmart
-<%= snippet('python', 'tests/example_search_walmart_test.py') %>
-see: [serpapi.com/walmart-search-api](https://serpapi.com/walmart-search-api)
-
-### Search ebay
-<%= snippet('python', 'tests/example_search_ebay_test.py') %>
-see: [serpapi.com/ebay-search-api](https://serpapi.com/ebay-search-api)
-
-### Search naver
-<%= snippet('python', 'tests/example_search_naver_test.py') %>
-see: [serpapi.com/naver-search-api](https://serpapi.com/naver-search-api)
-
-### Search home depot
-<%= snippet('python', 'tests/example_search_home_depot_test.py') %>
-see: [serpapi.com/home-depot-search-api](https://serpapi.com/home-depot-search-api)
-
-### Search apple app store
-<%= snippet('python', 'tests/example_search_apple_app_store_test.py') %>
-see: [serpapi.com/apple-app-store](https://serpapi.com/apple-app-store)
-
-### Search duckduckgo
-<%= snippet('python', 'tests/example_search_duckduckgo_test.py') %>
-see: [serpapi.com/duckduckgo-search-api](https://serpapi.com/duckduckgo-search-api)
-
-### Search google
-<%= snippet('python', 'tests/example_search_google_test.py') %>
-see: [serpapi.com/search-api](https://serpapi.com/search-api)
-
-### Search google scholar
-<%= snippet('python', 'tests/example_search_google_scholar_test.py') %>
-see: [serpapi.com/google-scholar-api](https://serpapi.com/google-scholar-api)
-
-### Search google autocomplete
-<%= snippet('python', 'tests/example_search_google_autocomplete_test.py') %>
-see: [serpapi.com/google-autocomplete-api](https://serpapi.com/google-autocomplete-api)
-
-### Search google product
-<%= snippet('python', 'tests/example_search_google_product_test.py') %>
-see: [serpapi.com/google-product-api](https://serpapi.com/google-product-api)
-
-### Search google reverse image
-<%= snippet('python', 'tests/example_search_google_reverse_image_test.py') %>
-see: [serpapi.com/google-reverse-image](https://serpapi.com/google-reverse-image)
-
-### Search google events
-<%= snippet('python', 'tests/example_search_google_events_test.py') %>
-see: [serpapi.com/google-events-api](https://serpapi.com/google-events-api)
-
-### Search google local services
-<%= snippet('python', 'tests/example_search_google_local_services_test.py') %>
-see: [serpapi.com/google-local-services-api](https://serpapi.com/google-local-services-api)
-
-### Search google maps
-<%= snippet('python', 'tests/example_search_google_maps_test.py') %>
-see: [serpapi.com/google-maps-api](https://serpapi.com/google-maps-api)
-
-### Search google jobs
-<%= snippet('python', 'tests/example_search_google_jobs_test.py') %>
-see: [serpapi.com/google-jobs-api](https://serpapi.com/google-jobs-api)
-
-### Search google play
-<%= snippet('python', 'tests/example_search_google_play_test.py') %>
-see: [serpapi.com/google-play-api](https://serpapi.com/google-play-api)
-
-### Search google images
-<%= snippet('python', 'tests/example_search_google_images_test.py') %>
-see: [serpapi.com/images-results](https://serpapi.com/images-results)
-
-
-## License
-
-MIT License.
-
-## Contributing
-
-Bug reports and pull requests are welcome on GitHub. Once dependencies are installed, you can run the tests with `pytest`.
diff --git a/pyproject.toml b/pyproject.toml
index b0471b7..0df45a5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,55 @@
 [build-system]
-requires = ["setuptools", "wheel"]
-build-backend = "setuptools.build_meta:__legacy__"
\ No newline at end of file
+requires = ["setuptools>=61", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "serpapi"
+dynamic = ["version"]
+description = "The official Python client for SerpApi.com."
+readme = "README.md"
+license = { text = "MIT" }
+authors = [{ name = "SerpApi", email = "support@serpapi.com" }]
+requires-python = ">=3.6"
+dependencies = ["requests"]
+keywords = [
+  "scrape", "serp", "api", "serpapi", "scraping", "json", "search",
+  "localized", "rank", "google", "bing", "baidu", "yandex", "yahoo",
+  "ebay", "scale", "datamining", "training", "machine", "ml",
+  "youtube", "naver", "walmart", "apple", "store", "app",
+]
+classifiers = [
+  "Programming Language :: Python",
+  "Programming Language :: Python :: 3",
+  "Programming Language :: Python :: 3.6",
+  "Programming Language :: Python :: 3.7",
+  "Programming Language :: Python :: 3.8",
+  "Programming Language :: Python :: 3.9",
+  "Programming Language :: Python :: 3.10",
+  "Programming Language :: Python :: 3.11",
+  "Programming Language :: Python :: 3.12",
+  "Programming Language :: Python :: 3.13",
+  "Programming Language :: Python :: Implementation :: CPython",
+  "Natural Language :: English",
+  "Topic :: Utilities",
+  "Topic :: Internet :: WWW/HTTP",
+  "Topic :: Internet :: WWW/HTTP :: Indexing/Search",
+  "Topic :: Software Development :: Libraries :: Python Modules",
+]
+
+[project.optional-dependencies]
+color = ["pygments"]
+test = ["pytest"]
+
+[project.urls]
+Homepage = "https://github.com/serpapi/serpapi-python"
+Source = "https://github.com/serpapi/serpapi-python"
+Documentation = "https://serpapi-python.readthedocs.io/en/latest/"
+
+[tool.setuptools.dynamic]
+version = { attr = "serpapi.__version__.__version__" }
+
+[tool.setuptools.packages.find]
+exclude = ["tests", "tests.*"]
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
diff --git a/serpapi/__version__.py b/serpapi/__version__.py
index 1276d02..7863915 100644
--- a/serpapi/__version__.py
+++ b/serpapi/__version__.py
@@ -1 +1 @@
-__version__ = "0.1.5"
+__version__ = "1.0.2"
diff --git a/serpapi/core.py b/serpapi/core.py
index a627d21..7d4454a 100644
--- a/serpapi/core.py
+++ b/serpapi/core.py
@@ -25,6 +25,9 @@ class Client(HTTPClient):
 
     DASHBOARD_URL = "https://serpapi.com/dashboard"
 
+    def __init__(self, *, api_key=None, timeout=None):
+        super().__init__(api_key=api_key, timeout=timeout)
+
     def __repr__(self):
         return "<SerpApi Client>"
 
@@ -60,10 +63,16 @@ def search(self, params: dict = None, **kwargs):
         if params is None:
             params = {}
 
+        # These are arguments that should be passed to the underlying requests.request call.
+        request_kwargs = {}
+        for key in ["timeout", "proxies", "verify", "stream", "cert"]:
+            if key in kwargs:
+                request_kwargs[key] = kwargs.pop(key)
+
         if kwargs:
             params.update(kwargs)
 
-        r = self.request("GET", "/search", params=params)
+        r = self.request("GET", "/search", params=params, **request_kwargs)
 
         return SerpResults.from_http_response(r, client=self)
 
@@ -80,6 +89,12 @@ def search_archive(self, params: dict = None, **kwargs):
         if params is None:
             params = {}
 
+        # These are arguments that should be passed to the underlying requests.request call.
+        request_kwargs = {}
+        for key in ["timeout", "proxies", "verify", "stream", "cert"]:
+            if key in kwargs:
+                request_kwargs[key] = kwargs.pop(key)
+
         if kwargs:
             params.update(kwargs)
 
@@ -90,7 +105,7 @@ def search_archive(self, params: dict = None, **kwargs):
                 f"Please provide 'search_id', found here: { self.DASHBOARD_URL }"
             )
 
-        r = self.request("GET", f"/searches/{ search_id }", params=params)
+        r = self.request("GET", f"/searches/{ search_id }", params=params, **request_kwargs)
         return SerpResults.from_http_response(r, client=self)
 
     def locations(self, params: dict = None, **kwargs):
@@ -106,6 +121,12 @@ def locations(self, params: dict = None, **kwargs):
         if params is None:
             params = {}
 
+        # These are arguments that should be passed to the underlying requests.request call.
+        request_kwargs = {}
+        for key in ["timeout", "proxies", "verify", "stream", "cert"]:
+            if key in kwargs:
+                request_kwargs[key] = kwargs.pop(key)
+
         if kwargs:
             params.update(kwargs)
 
@@ -114,6 +135,7 @@ def locations(self, params: dict = None, **kwargs):
             "/locations.json",
             params=params,
             assert_200=True,
+            **request_kwargs,
         )
         return r.json()
 
@@ -129,10 +151,16 @@ def account(self, params: dict = None, **kwargs):
         if params is None:
             params = {}
 
+        # These are arguments that should be passed to the underlying requests.request call.
+        request_kwargs = {}
+        for key in ["timeout", "proxies", "verify", "stream", "cert"]:
+            if key in kwargs:
+                request_kwargs[key] = kwargs.pop(key)
+
         if kwargs:
             params.update(kwargs)
 
-        r = self.request("GET", "/account.json", params=params, assert_200=True)
+        r = self.request("GET", "/account.json", params=params, assert_200=True, **request_kwargs)
         return r.json()
 
 
diff --git a/serpapi/exceptions.py b/serpapi/exceptions.py
index f501189..c268c4d 100644
--- a/serpapi/exceptions.py
+++ b/serpapi/exceptions.py
@@ -22,10 +22,30 @@ class SearchIDNotProvided(ValueError, SerpApiError):
 class HTTPError(requests.exceptions.HTTPError, SerpApiError):
     """HTTP Error."""
 
-    pass
+    def __init__(self, original_exception):
+        if (isinstance(original_exception, requests.exceptions.HTTPError)):
+            http_error_exception: requests.exceptions.HTTPError = original_exception
+
+            self.status_code = http_error_exception.response.status_code
+            try:
+                self.error = http_error_exception.response.json().get("error", None)
+            except requests.exceptions.JSONDecodeError:
+                self.error = None
+        else:
+            self.status_code = -1
+            self.error = None
+                
+        super().__init__(*original_exception.args, response=getattr(original_exception, 'response', None), request=getattr(original_exception, 'request', None))
+
 
 
 class HTTPConnectionError(HTTPError, requests.exceptions.ConnectionError, SerpApiError):
     """Connection Error."""
 
     pass
+
+
+class TimeoutError(requests.exceptions.Timeout, SerpApiError):
+    """Timeout Error."""
+
+    pass
diff --git a/serpapi/http.py b/serpapi/http.py
index c4f6ed1..16da0da 100644
--- a/serpapi/http.py
+++ b/serpapi/http.py
@@ -3,6 +3,7 @@
 from .exceptions import (
     HTTPError,
     HTTPConnectionError,
+    TimeoutError,
 )
 from .__version__ import __version__
 
@@ -13,10 +14,11 @@ class HTTPClient:
     BASE_DOMAIN = "https://serpapi.com"
     USER_AGENT = f"serpapi-python, v{__version__}"
 
-    def __init__(self, *, api_key=None):
+    def __init__(self, *, api_key=None, timeout=None):
         # Used to authenticate requests.
         # TODO: do we want to support the environment variable? Seems like a security risk.
         self.api_key = api_key
+        self.timeout = timeout
         self.session = requests.Session()
 
     def request(self, method, path, params, *, assert_200=True, **kwargs):
@@ -34,12 +36,18 @@ def request(self, method, path, params, *, assert_200=True, **kwargs):
         try:
             headers = {"User-Agent": self.USER_AGENT}
 
+            # Use the default timeout if one was provided to the client.
+            if self.timeout and "timeout" not in kwargs:
+                kwargs["timeout"] = self.timeout
+
             r = self.session.request(
                 method=method, url=url, params=params, headers=headers, **kwargs
             )
 
         except requests.exceptions.ConnectionError as e:
             raise HTTPConnectionError(e)
+        except requests.exceptions.Timeout as e:
+            raise TimeoutError(e)
 
         # Raise an exception if the status code is not 200.
         if assert_200:
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 085e79a..0000000
--- a/setup.py
+++ /dev/null
@@ -1,156 +0,0 @@
-#!/usr/bin/env python
-# -*- coding: utf-8 -*-
-
-# Note: To use the 'upload' functionality of this file, you must:
-#   $ pipenv install twine --dev
-
-import io
-import os
-import sys
-from shutil import rmtree
-
-from setuptools import find_packages, setup, Command
-
-# Package meta-data.
-NAME = "serpapi"
-DESCRIPTION = "The official Python client for SerpApi.com."
-URL = "https://github.com/serpapi/serpapi-python"
-EMAIL = "kenneth@serpapi.com"
-AUTHOR = "SerpApi.com"
-REQUIRES_PYTHON = ">=3.6.0"
-VERSION = None
-
-# What packages are required for this module to be executed?
-REQUIRED = ["requests"]
-
-# What packages are optional?
-EXTRAS = {"color": ["pygments"], "test": ["pytest"]}
-
-here = os.path.abspath(os.path.dirname(__file__))
-
-# Import the README and use it as the long-description.
-# Note: this will only work if 'README.md' is present in your MANIFEST.in file!
-try:
-    with io.open(os.path.join(here, "README.md"), encoding="utf-8") as f:
-        long_description = "\n" + f.read()
-except FileNotFoundError:
-    long_description = DESCRIPTION
-
-# Load the package's __version__.py module as a dictionary.
-about = {}
-if not VERSION:
-    project_slug = NAME.lower().replace("-", "_").replace(" ", "_")
-    with open(os.path.join(here, project_slug, "__version__.py")) as f:
-        exec(f.read(), about)
-else:
-    about["__version__"] = VERSION
-
-
-class TestCommand(Command):
-    """Support setup.py test."""
-
-    description = "Test the package."
-    user_options = []
-
-    @staticmethod
-    def status(s):
-        """Prints things in bold."""
-        print("\033[1m{0}\033[0m".format(s))
-
-    def initialize_options(self):
-        pass
-
-    def finalize_options(self):
-        pass
-
-    def run(self):
-        os.system("{0} -m pytest".format(sys.executable))
-        sys.exit()
-
-class UploadCommand(Command):
-    """Support setup.py upload."""
-
-    description = "Build and publish the package."
-    user_options = []
-
-    @staticmethod
-    def status(s):
-        """Prints things in bold."""
-        print("\033[1m{0}\033[0m".format(s))
-
-    def initialize_options(self):
-        pass
-
-    def finalize_options(self):
-        pass
-
-    def run(self):
-        try:
-            self.status("Removing previous builds…")
-            rmtree(os.path.join(here, "dist"))
-        except OSError:
-            pass
-
-        self.status("Building Source and Wheel (universal) distribution…")
-        os.system("{0} setup.py sdist bdist_wheel --universal".format(sys.executable))
-
-        self.status("Uploading the package to PyPI via Twine…")
-        os.system("twine upload dist/*")
-
-        self.status("Pushing git tags…")
-        os.system("git tag v{0}".format(about["__version__"]))
-        os.system("git push --tags")
-
-        sys.exit()
-
-
-# Where the magic happens:
-setup(
-    name=NAME,
-    version=about["__version__"],
-    description=DESCRIPTION,
-    long_description=long_description,
-    long_description_content_type="text/markdown",
-    author=AUTHOR,
-    author_email=EMAIL,
-    python_requires=REQUIRES_PYTHON,
-    url=URL,
-    packages=find_packages(exclude=["tests", "*.tests", "*.tests.*", "tests.*"]),
-    # If your package is a single module, use this instead of 'packages':
-    # py_modules=['mypackage'],
-    # entry_points={
-    #     'console_scripts': ['mycli=mymodule:cli'],
-    # },
-    install_requires=REQUIRED,
-    extras_require=EXTRAS,
-    include_package_data=True,
-    license="MIT",
-    project_urls={"Documentation": "https://serpapi-python.readthedocs.io/en/latest/"},
-    keywords="scrape,serp,api,serpapi,scraping,json,search,localized,rank,google,bing,baidu,yandex,yahoo,ebay,scale,datamining,training,machine,ml,youtube,naver,walmart,apple,store,app,serpapi",
-    classifiers=[
-        # Trove classifiers
-        # Full list: https://pypi.python.org/pypi?%3Aaction=list_classifiers
-        "License :: OSI Approved :: MIT License",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.5",
-        "Programming Language :: Python :: 3.6",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-        "Programming Language :: Python :: 3.11",
-        "Programming Language :: Python :: 3.12",
-        "Natural Language :: English",
-        "Topic :: Utilities",
-        "Topic :: Internet :: WWW/HTTP",
-        "Topic :: Internet :: WWW/HTTP :: Indexing/Search",
-        "Topic :: Software Development :: Libraries :: Python Modules",
-        "Programming Language :: Python :: Implementation :: CPython",
-    ],
-    # $ setup.py publish support.
-    cmdclass={
-        "upload": UploadCommand,
-        "test": TestCommand
-    },
-)
diff --git a/tests/example_search_google_product_test.py b/tests/example_search_google_product_test.py
deleted file mode 100644
index 9229a07..0000000
--- a/tests/example_search_google_product_test.py
+++ /dev/null
@@ -1,13 +0,0 @@
-# Example: google_product search engine
-import pytest
-import os
-import serpapi
-
-def test_search_google_product(client):
-  data = client.search({
-      'engine': 'google_product',
-      'q': 'coffee',
-      'product_id': '4887235756540435899',
-  })
-  assert data.get('error') is None
-  assert data['product_results']
diff --git a/tests/example_search_google_reverse_image_test.py b/tests/example_search_google_reverse_image_test.py
deleted file mode 100644
index cbe9bac..0000000
--- a/tests/example_search_google_reverse_image_test.py
+++ /dev/null
@@ -1,13 +0,0 @@
-# Example: google_reverse_image search engine
-import pytest
-import os
-import serpapi
-
-def test_search_google_reverse_image(client):
-  data = client.search({
-      'engine': 'google_reverse_image',
-      'image_url': 'https://i.imgur.com/5bGzZi7.jpg',
-      'max_results': '1',
-  })
-  assert data.get('error') is None
-  assert data['image_sizes']
diff --git a/tests/test_exceptions.py b/tests/test_exceptions.py
new file mode 100644
index 0000000..8ff68f8
--- /dev/null
+++ b/tests/test_exceptions.py
@@ -0,0 +1,17 @@
+from unittest.mock import Mock
+import requests
+import serpapi
+
+
+def test_http_error():
+    """Ensure that an HTTPError has the correct status code and error."""
+    mock_response = Mock()
+    mock_response.status_code = 401
+    mock_response.json.return_value = { "error": "Invalid API key" }
+    
+    requests_error = requests.exceptions.HTTPError(response=mock_response, request=Mock())
+    http_error = serpapi.HTTPError(requests_error)
+        
+    assert http_error.status_code == 401
+    assert http_error.error == "Invalid API key"
+    assert http_error.response == mock_response
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 644ef50..0ec9f78 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -26,8 +26,10 @@ def test_account_without_credentials():
 
 def test_account_with_bad_credentials(invalid_key_client):
     """Ensure that an HTTPError is raised when account is accessed with invalid API Credentials."""
-    with pytest.raises(serpapi.HTTPError):
+    with pytest.raises(serpapi.HTTPError) as exc_info:
         invalid_key_client.account()
+        
+    assert exc_info.value.response.status_code == 401
 
 
 def test_account_with_credentials(client):
@@ -38,6 +40,14 @@ def test_account_with_credentials(client):
     assert isinstance(account, dict)
 
 
+def test_search_with_missing_params(client):
+    with pytest.raises(serpapi.HTTPError) as exc_info:
+        client.search({ "q": "" })
+        
+    assert exc_info.value.status_code == 400
+    assert "Missing query `q` parameter" in exc_info.value.error
+
+
 def test_coffee_search(coffee_search):
     assert isinstance(coffee_search, serpapi.SerpResults)
     assert hasattr(coffee_search, "__getitem__")
diff --git a/tests/test_timeout.py b/tests/test_timeout.py
new file mode 100644
index 0000000..7ce5fbd
--- /dev/null
+++ b/tests/test_timeout.py
@@ -0,0 +1,39 @@
+import pytest
+import requests
+from serpapi import Client
+
+def test_client_timeout_setting():
+    """Test that timeout can be set on the client and is passed to the request."""
+    client = Client(api_key="test_key", timeout=10)
+    assert client.timeout == 10
+
+def test_request_timeout_override(monkeypatch):
+    """Test that timeout can be overridden in the search method."""
+    client = Client(api_key="test_key", timeout=10)
+    
+    def mock_request(method, url, params, headers, timeout, **kwargs):
+        assert timeout == 5
+        # Return a mock response object
+        mock_response = requests.Response()
+        mock_response.status_code = 200
+        mock_response._content = b'{"search_metadata": {"id": "123"}}'
+        return mock_response
+
+    monkeypatch.setattr(client.session, "request", mock_request)
+    
+    client.search(q="coffee", timeout=5)
+
+def test_request_default_timeout(monkeypatch):
+    """Test that the client's default timeout is used if none is provided in search."""
+    client = Client(api_key="test_key", timeout=10)
+    
+    def mock_request(method, url, params, headers, timeout, **kwargs):
+        assert timeout == 10
+        mock_response = requests.Response()
+        mock_response.status_code = 200
+        mock_response._content = b'{"search_metadata": {"id": "123"}}'
+        return mock_response
+
+    monkeypatch.setattr(client.session, "request", mock_request)
+    
+    client.search(q="coffee")