diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a79632d..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"]
+        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 a34d285..fc96f64 100644
--- a/HISTORY.md
+++ b/HISTORY.md
@@ -1,12 +1,51 @@
 Release History
 ===============
 
-dev
----
+1.0.1 (2026-03-18)
+------------------
 
-* Initial release
+- Fix release workflow: YAML syntax error in smoke test step and remove broken GitHub Packages publish.
 
-1.0.0 (planned)
----------------
+1.0.0 (2026-03-18)
+------------------
 
-- First planned release
\ No newline at end of file
+- 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)
+------------------
+
+- Python 3.12 support. 
+
+0.1.4 (2023-10-11)
+------------------
+
+- Add README documentation for various engines.
+
+0.1.3 (2023-10-06)
+------------------
+
+- Replace deprecated serpapi_pagination.next_link with 'next'. 
+- Improve documentation: how to use the client directly for pagination searches.
+
+0.1.2 (2023-10-03)
+------------------
+
+- Update project status to Production/Stable.
+
+0.1.1 (2023-10-03)
+------------------
+
+- Update documentation link to point to Read the Docs.
+
+0.1.0 (2023-10-03)
+------------------
+
+- First release on PyPI.
diff --git a/Makefile b/Makefile
deleted file mode 100644
index 2a2842a..0000000
--- a/Makefile
+++ /dev/null
@@ -1,69 +0,0 @@
-# Automate pip package development
-#
-# Usage
-# To release a package.
-# - update version in serpapi/_version.py
-# - review README version
-# - run 
-# $ make release
-
-# current version
-version=$(shell grep version setup.py | cut -d"'" -f2)
-dist=dist/serpapi-$(version).tar.gz
-
-.PHONY: build
-
-all: clean install readme doc lint test build oobt check
-
-clean:
-	find . -name '*.pyc' -delete
-	find . -type d -name "__pycache__" -delete
-	python3 -m pip uninstall serpapi
-
-# lint check
-lint:
-	python3 -m pylint serpapi
-
-# test with Python 3
-test:
-	python3 -mpytest --cov=serpapi --cov-report html tests/*.py
-
-# install dependencies
-# 
-# pytest-cov - code coverage extension for pytest
-# sphinx - documentation
-# twine - release automation
-install:
-	python3 -m pip install -U setuptools
-	python3 -m pip install -r requirements.txt
-	python3 -m pip install pylint
-	python3 -m pip install pytest-cov
-	python3 -m pip install twine
-	python3 -m pip install sphinx
-
-readme:
-	erb -T '-' README.md.erb > README.md
-
-doc: readme
-	$(MAKE) -C docs/ html
-
-# TODO upgrade those commands
-# https://packaging.python.org/tutorials/packaging-projects/
-build: 
-	python3 setup.py sdist
-
-# out of box testing / user acceptance before delivery
-oobt: build
-	python3 -m pip install ./${dist}
-	python3 oobt/demo.py
-
-check: oobt
-	python3 -m twine check ${dist}
-
-release: # check
-	python3 -m twine upload ${dist}
-
-# run example only 
-#  and display output (-s)
-example:
-	python3 -m pytest -s "tests/test_example.py::TestExample::test_async"
diff --git a/Pipfile b/Pipfile
deleted file mode 100644
index a9520dd..0000000
--- a/Pipfile
+++ /dev/null
@@ -1,13 +0,0 @@
-[[source]]
-url = "https://pypi.org/simple"
-verify_ssl = true
-name = "pypi"
-
-[packages]
-serpapi = {editable = true, path = "."}
-
-[dev-packages]
-alabaster = "*"
-sphinx = "*"
-pytest = "*"
-black = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index e0db2c3..0000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,517 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "af8f25e5f407e8511d4991ef1bea16153306344c1b3f417c2b005dce48c36352"
-        },
-        "pipfile-spec": 6,
-        "requires": {},
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "certifi": {
-            "hashes": [
-                "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
-                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
-            ],
-            "markers": "python_version >= '3.6'",
-            "version": "==2023.7.22"
-        },
-        "charset-normalizer": {
-            "hashes": [
-                "sha256:04e57ab9fbf9607b77f7d057974694b4f6b142da9ed4a199859d9d4d5c63fe96",
-                "sha256:09393e1b2a9461950b1c9a45d5fd251dc7c6f228acab64da1c9c0165d9c7765c",
-                "sha256:0b87549028f680ca955556e3bd57013ab47474c3124dc069faa0b6545b6c9710",
-                "sha256:1000fba1057b92a65daec275aec30586c3de2401ccdcd41f8a5c1e2c87078706",
-                "sha256:1249cbbf3d3b04902ff081ffbb33ce3377fa6e4c7356f759f3cd076cc138d020",
-                "sha256:1920d4ff15ce893210c1f0c0e9d19bfbecb7983c76b33f046c13a8ffbd570252",
-                "sha256:193cbc708ea3aca45e7221ae58f0fd63f933753a9bfb498a3b474878f12caaad",
-                "sha256:1a100c6d595a7f316f1b6f01d20815d916e75ff98c27a01ae817439ea7726329",
-                "sha256:1f30b48dd7fa1474554b0b0f3fdfdd4c13b5c737a3c6284d3cdc424ec0ffff3a",
-                "sha256:203f0c8871d5a7987be20c72442488a0b8cfd0f43b7973771640fc593f56321f",
-                "sha256:246de67b99b6851627d945db38147d1b209a899311b1305dd84916f2b88526c6",
-                "sha256:2dee8e57f052ef5353cf608e0b4c871aee320dd1b87d351c28764fc0ca55f9f4",
-                "sha256:2efb1bd13885392adfda4614c33d3b68dee4921fd0ac1d3988f8cbb7d589e72a",
-                "sha256:2f4ac36d8e2b4cc1aa71df3dd84ff8efbe3bfb97ac41242fbcfc053c67434f46",
-                "sha256:3170c9399da12c9dc66366e9d14da8bf7147e1e9d9ea566067bbce7bb74bd9c2",
-                "sha256:3b1613dd5aee995ec6d4c69f00378bbd07614702a315a2cf6c1d21461fe17c23",
-                "sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace",
-                "sha256:3bb7fda7260735efe66d5107fb7e6af6a7c04c7fce9b2514e04b7a74b06bf5dd",
-                "sha256:41b25eaa7d15909cf3ac4c96088c1f266a9a93ec44f87f1d13d4a0e86c81b982",
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-                "sha256:f25c229a6ba38a35ae6e25ca1264621cc25d4d38dca2942a7fce0b67a4efe918",
-                "sha256:f2a1d0fd4242bd8643ce6f98927cf9c04540af6efa92323e9d3124f57727bfc1",
-                "sha256:f7560358a6811e52e9c4d142d497f1a6e10103d3a6881f18d04dbce3729c0e2c",
-                "sha256:f779d3ad205f108d14e99bb3859aa7dd8e9c68874617c72354d7ecaec2a054ac",
-                "sha256:f87f746ee241d30d6ed93969de31e5ffd09a2961a051e60ae6bddde9ec3583aa"
-            ],
-            "markers": "python_full_version >= '3.7.0'",
-            "version": "==3.2.0"
-        },
-        "idna": {
-            "hashes": [
-                "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
-                "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
-            ],
-            "markers": "python_version >= '3.5'",
-            "version": "==3.4"
-        },
-        "pygments": {
-            "hashes": [
-                "sha256:8ace4d3c1dd481894b2005f560ead0f9f19ee64fe983366be1a21e171d12775c",
-                "sha256:db2db3deb4b4179f399a09054b023b6a586b76499d36965813c71aa8ed7b5fd1"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.15.1"
-        },
-        "requests": {
-            "hashes": [
-                "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f",
-                "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.31.0"
-        },
-        "serpapi": {
-            "editable": true,
-            "path": "."
-        },
-        "urllib3": {
-            "hashes": [
-                "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11",
-                "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"
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-                "sha256:d080e0a5eb2529460b30190fcfcc4199bd7f827663f858a226a81bc27beaa97e",
-                "sha256:dd15ff04ffd7e05ffcb7fe79f1b98041b8ea30ae9234aed2a9168b5797c3effb",
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-                "sha256:e09031c87a1e51556fdcb46e5bd4f59dfb743061cf93c4d6831bf894f125eb57",
-                "sha256:e4dd52d80b8c83fdce44e12478ad2e85c64ea965e75d66dbeafb0a3e77308fcc",
-                "sha256:fec21693218efe39aa7f8599346e90c705afa52c5b31ae019b2e57e8f6542bb2"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.1.3"
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-        "mypy-extensions": {
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-                "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"
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-            "version": "==1.0.0"
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-        "packaging": {
-            "hashes": [
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-            "version": "==3.9.1"
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-        "pluggy": {
-            "hashes": [
-                "sha256:c2fd55a7d7a3863cba1a013e4e2414658b1d07b6bc57b3919e0c63c9abb99849",
-                "sha256:d12f0c4b579b15f5e054301bb226ee85eeeba08ffec228092f8defbaa3a4c4b3"
-            ],
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-            "version": "==1.2.0"
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-        "pygments": {
-            "hashes": [
-                "sha256:8ace4d3c1dd481894b2005f560ead0f9f19ee64fe983366be1a21e171d12775c",
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-            "version": "==2.15.1"
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-            "hashes": [
-                "sha256:78bf16451a2eb8c7a2ea98e32dc119fd2aa758f1d5d66dbf0a59d69a3969df32",
-                "sha256:b4bf8c45bd59934ed84001ad51e11b4ee40d40a1229d2c79f9c592b0a3f6bd8a"
-            ],
-            "index": "pypi",
-            "version": "==7.4.0"
-        },
-        "requests": {
-            "hashes": [
-                "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f",
-                "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.31.0"
-        },
-        "snowballstemmer": {
-            "hashes": [
-                "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1",
-                "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"
-            ],
-            "version": "==2.2.0"
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-        "sphinx": {
-            "hashes": [
-                "sha256:8f336d0221c3beb23006b3164ed1d46db9cebcce9cb41cdb9c5ecd4bcc509be0",
-                "sha256:9bdfb5a2b28351d4fdf40a63cd006dbad727f793b243e669fc950d7116c634af"
-            ],
-            "index": "pypi",
-            "version": "==7.1.0"
-        },
-        "sphinxcontrib-applehelp": {
-            "hashes": [
-                "sha256:29d341f67fb0f6f586b23ad80e072c8e6ad0b48417db2bde114a4c9746feb228",
-                "sha256:828f867945bbe39817c210a1abfd1bc4895c8b73fcaade56d45357a348a07d7e"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.0.4"
-        },
-        "sphinxcontrib-devhelp": {
-            "hashes": [
-                "sha256:8165223f9a335cc1af7ffe1ed31d2871f325254c0423bc0c4c7cd1c1e4734a2e",
-                "sha256:ff7f1afa7b9642e7060379360a67e9c41e8f3121f2ce9164266f61b9f4b338e4"
-            ],
-            "markers": "python_version >= '3.5'",
-            "version": "==1.0.2"
-        },
-        "sphinxcontrib-htmlhelp": {
-            "hashes": [
-                "sha256:0cbdd302815330058422b98a113195c9249825d681e18f11e8b1f78a2f11efff",
-                "sha256:c38cb46dccf316c79de6e5515e1770414b797162b23cd3d06e67020e1d2a6903"
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-        "sphinxcontrib-jsmath": {
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-            "hashes": [
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-            "version": "==1.1.5"
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-        "urllib3": {
-            "hashes": [
-                "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11",
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-}
diff --git a/README.md b/README.md
index 6d0d1ea..15eb407 100644
--- a/README.md
+++ b/README.md
@@ -1,20 +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>
-  <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>
+SerpApi supports Google, Google Maps, Google Shopping, Baidu, Yandex, Yahoo, eBay, App Stores, and [more](https://serpapi.com). 
 
-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.
+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
 
@@ -24,367 +15,352 @@ To install the `serpapi` package, simply run the following command:
 $ 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`.
+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/).
 
-## Examples in python
-Here is how to calls the APIs.
+Change history is [available on GitHub](https://github.com/serpapi/serpapi-python/blob/master/HISTORY.md).
+
+## Basic Examples in Python
 
-### Search bing
+### Search Bing
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'bing',
-    'q': 'coffee',
+    'q': 'coffee'
 })
 ```
-test: [tests/example_search_bing_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_bing_test.py)
-see: [serpapi.com/bing-search-api](https://serpapi.com/bing-search-api)
+- API Documentation: [serpapi.com/bing-search-api](https://serpapi.com/bing-search-api)
 
-### Search baidu
+### Search Baidu
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'baidu',
     'q': 'coffee',
 })
 ```
-test: [tests/example_search_baidu_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_baidu_test.py)
-see: [serpapi.com/baidu-search-api](https://serpapi.com/baidu-search-api)
+- API Documentation: [serpapi.com/baidu-search-api](https://serpapi.com/baidu-search-api)
 
-### Search yahoo
+### Search Yahoo
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'yahoo',
     'p': 'coffee',
 })
 ```
-test: [tests/example_search_yahoo_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_yahoo_test.py)
-see: [serpapi.com/yahoo-search-api](https://serpapi.com/yahoo-search-api)
+- API Documentation: [serpapi.com/yahoo-search-api](https://serpapi.com/yahoo-search-api)
 
-### Search youtube
+### Search YouTube
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'youtube',
     'search_query': 'coffee',
 })
 ```
-test: [tests/example_search_youtube_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_youtube_test.py)
-see: [serpapi.com/youtube-search-api](https://serpapi.com/youtube-search-api)
+- API Documentation: [serpapi.com/youtube-search-api](https://serpapi.com/youtube-search-api)
 
-### Search walmart
+### Search Walmart
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'walmart',
     'query': 'coffee',
 })
 ```
-test: [tests/example_search_walmart_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_walmart_test.py)
-see: [serpapi.com/walmart-search-api](https://serpapi.com/walmart-search-api)
+- API Documentation: [serpapi.com/walmart-search-api](https://serpapi.com/walmart-search-api)
 
-### Search ebay
+### Search eBay
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'ebay',
     '_nkw': 'coffee',
 })
 ```
-test: [tests/example_search_ebay_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_ebay_test.py)
-see: [serpapi.com/ebay-search-api](https://serpapi.com/ebay-search-api)
+- API Documentation: [serpapi.com/ebay-search-api](https://serpapi.com/ebay-search-api)
 
-### Search naver
+### Search Naver
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'naver',
     'query': 'coffee',
 })
 ```
-test: [tests/example_search_naver_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_naver_test.py)
-see: [serpapi.com/naver-search-api](https://serpapi.com/naver-search-api)
+- API Documentation: [serpapi.com/naver-search-api](https://serpapi.com/naver-search-api)
 
-### Search home depot
+### Search Home Depot
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'home_depot',
     'q': 'table',
 })
 ```
-test: [tests/example_search_home_depot_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_home_depot_test.py)
-see: [serpapi.com/home-depot-search-api](https://serpapi.com/home-depot-search-api)
+- API Documentation: [serpapi.com/home-depot-search-api](https://serpapi.com/home-depot-search-api)
 
-### Search apple app store
+### Search Apple App Store
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'apple_app_store',
     'term': 'coffee',
 })
 ```
-test: [tests/example_search_apple_app_store_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_apple_app_store_test.py)
-see: [serpapi.com/apple-app-store](https://serpapi.com/apple-app-store)
+- API Documentation: [serpapi.com/apple-app-store](https://serpapi.com/apple-app-store)
 
-### Search duckduckgo
+### Search DuckDuckGo
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'duckduckgo',
     'q': 'coffee',
 })
 ```
-test: [tests/example_search_duckduckgo_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_duckduckgo_test.py)
-see: [serpapi.com/duckduckgo-search-api](https://serpapi.com/duckduckgo-search-api)
+- API Documentation: [serpapi.com/duckduckgo-search-api](https://serpapi.com/duckduckgo-search-api)
 
-### Search google
+### Search Google
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
-    'engine': 'google',
-    'q': 'coffee',
+results = client.search({
     'engine': 'google',
+    'q': 'coffee'
 })
 ```
-test: [tests/example_search_google_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_test.py)
-see: [serpapi.com/search-api](https://serpapi.com/search-api)
+- API Documentation: [serpapi.com/search-api](https://serpapi.com/search-api)
 
-### Search google scholar
+### Search Google Scholar
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'google_scholar',
     'q': 'coffee',
 })
 ```
-test: [tests/example_search_google_scholar_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_scholar_test.py)
-see: [serpapi.com/google-scholar-api](https://serpapi.com/google-scholar-api)
+- API Documentation: [serpapi.com/google-scholar-api](https://serpapi.com/google-scholar-api)
 
-### Search google autocomplete
+### Search Google Autocomplete
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'google_autocomplete',
     'q': 'coffee',
 })
 ```
-test: [tests/example_search_google_autocomplete_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_autocomplete_test.py)
-see: [serpapi.com/google-autocomplete-api](https://serpapi.com/google-autocomplete-api)
+- API Documentation: [serpapi.com/google-autocomplete-api](https://serpapi.com/google-autocomplete-api)
 
-### Search google product
+### Search Google Immersive Product
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
-    'engine': 'google_product',
-    'q': 'coffee',
-    'product_id': '4887235756540435899',
+results = client.search({
+    'engine': 'google_immersive_product',
+    'page_token': 'eyJlaSI6Im5ZVmxaOXVVTDY2X3A4NFBqTnZELUFjIiwicHJvZHVjdGlkIjoiIiwiY2F0YWxvZ2lkIjoiNTE1NDU2NTc1NTc5MzcxMDY3NSIsImhlYWRsaW5lT2ZmZXJEb2NpZCI6IjI1MDkyMjcwMDUzMjk2NzQwODMiLCJpbWFnZURvY2lkIjoiMTYzOTg5MjU0MDcwMDU4MDA1NTQiLCJyZHMiOiJQQ18zNDg4MDE0MTg3ODgxNzc5NjU0fFBST0RfUENfMzQ4ODAxNDE4Nzg4MTc3OTY1NCIsInF1ZXJ5IjoibGcrdHYiLCJncGNpZCI6IjM0ODgwMTQxODc4ODE3Nzk2NTQiLCJtaWQiOiI1NzY0NjI3ODM3Nzc5MTUzMTMiLCJwdnQiOiJoZyIsInV1bGUiOm51bGx9=',
 })
 ```
-test: [tests/example_search_google_product_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_product_test.py)
-see: [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
+### Search Google Reverse Image
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'google_reverse_image',
     'image_url': 'https://i.imgur.com/5bGzZi7.jpg',
     'max_results': '1',
 })
 ```
-test: [tests/example_search_google_reverse_image_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_reverse_image_test.py)
-see: [serpapi.com/google-reverse-image](https://serpapi.com/google-reverse-image)
+- API Documentation: [serpapi.com/google-reverse-image](https://serpapi.com/google-reverse-image)
 
-### Search google events
+### Search Google Events
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'google_events',
-    'q': 'coffee',
+    'q': 'Events in Austin',
 })
 ```
-test: [tests/example_search_google_events_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_events_test.py)
-see: [serpapi.com/google-events-api](https://serpapi.com/google-events-api)
+- API Documentation: [serpapi.com/google-events-api](https://serpapi.com/google-events-api)
 
-### Search google local services
+### Search Google Local Services
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'google_local_services',
     'q': 'electrician',
     'data_cid': '6745062158417646970',
 })
 ```
-test: [tests/example_search_google_local_services_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_local_services_test.py)
-see: [serpapi.com/google-local-services-api](https://serpapi.com/google-local-services-api)
+- API Documentation: [serpapi.com/google-local-services-api](https://serpapi.com/google-local-services-api)
 
-### Search google maps
+### Search Google Maps
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
+
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'google_maps',
     'q': 'pizza',
     'll': '@40.7455096,-74.0083012,15.1z',
     'type': 'search',
 })
 ```
-test: [tests/example_search_google_maps_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_maps_test.py)
-see: [serpapi.com/google-maps-api](https://serpapi.com/google-maps-api)
+- API Documentation: [serpapi.com/google-maps-api](https://serpapi.com/google-maps-api)
 
-### Search google jobs
+### Search Google Jobs
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
+
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'google_jobs',
     'q': 'coffee',
 })
 ```
-test: [tests/example_search_google_jobs_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_jobs_test.py)
-see: [serpapi.com/google-jobs-api](https://serpapi.com/google-jobs-api)
+- API Documentation: [serpapi.com/google-jobs-api](https://serpapi.com/google-jobs-api)
 
-### Search google play
+### Search Google Play
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
+results = client.search({
     'engine': 'google_play',
     'q': 'kite',
     'store': 'apps',
-    'max_results': '2',
 })
 ```
-test: [tests/example_search_google_play_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_play_test.py)
-see: [serpapi.com/google-play-api](https://serpapi.com/google-play-api)
+- API Documentation: [serpapi.com/google-play-api](https://serpapi.com/google-play-api)
 
-### Search google images
+### Search Google Images
 ```python
-import serpapi
-import pprint
 import os
+import serpapi
 
 client = serpapi.Client(api_key=os.getenv("API_KEY"))
-data = client.search({
-    'engine': 'google_images',
+results = client.search({
     'engine': 'google_images',
     'tbm': 'isch',
     'q': 'coffee',
 })
 ```
-test: [tests/example_search_google_images_test.py](https://github.com/serpapi/serpapi-python/blob/master/tests/example_search_google_images_test.py)
-see: [serpapi.com/images-results](https://serpapi.com/images-results)
-
+- API Documentation: [serpapi.com/google-images-api](https://serpapi.com/google-images-api)
 
 ## License
 
@@ -393,3 +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/docs/index.rst b/docs/index.rst
index 74c9f80..717c69a 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -1,4 +1,4 @@
-.. serapi-python documentation master file, created by
+.. serpapi-python documentation master file, created by
    sphinx-quickstart on Sun Apr  3 21:09:40 2022.
    You can adapt this file completely to your liking, but it should at least
    contain the root `toctree` directive.
@@ -37,6 +37,11 @@ For example, the API endpoint ``https://serpapi.com/search.json`` is represented
 
 Any parameters that you pass to ``search()`` will be passed to the API. This includes the ``api_key`` parameter, which is required for all requests.
 
+.. _using-api-client-directly:
+
+Using the API Client directly
+^^^^^^^^^
+
 To make this less repetitive, and gain the benefit of connection pooling, let's start using the API Client directly::
 
    >>> client = serpapi.Client(api_key="secret_api_key")
@@ -116,9 +121,11 @@ You can get the next page of results::
    >>> type(s.next_page())
    <class 'serpapi.models.SerpResults'>
 
-Or iterate over all pages of results::
+To iterate over all pages of results, it's recommended to :ref:`use the API Client directly <using-api-client-directly>`::
 
-   >>> for page in s.yield_pages():
+   >>> client = serpapi.Client(api_key="secret_api_key")
+   >>> search = client.search(q="Coffee", engine="google", location="Austin, Texas", hl="en", gl="us")
+   >>> for page in search.yield_pages():
    ...     print(page["search_metadata"]["page_number"])
    1
    2
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 f102a9c..7863915 100644
--- a/serpapi/__version__.py
+++ b/serpapi/__version__.py
@@ -1 +1 @@
-__version__ = "0.0.1"
+__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/serpapi/models.py b/serpapi/models.py
index 540d67d..0aa7720 100644
--- a/serpapi/models.py
+++ b/serpapi/models.py
@@ -51,7 +51,7 @@ def next_page_url(self):
         serpapi_pagination = self.data.get("serpapi_pagination")
 
         if serpapi_pagination:
-            return serpapi_pagination.get("next_link")
+            return serpapi_pagination.get("next")
 
     def next_page(self):
         """Return the next page of results, if any."""
@@ -70,12 +70,16 @@ def yield_pages(self, max_pages=1_000):
         """
 
         current_page_count = 0
-
+              
         current_page = self
-        while current_page.next_page_url and current_page_count < max_pages:
-            current_page = current_page.next_page()
-            current_page_count += 1
+        while current_page and current_page_count < max_pages:
             yield current_page
+            current_page_count += 1
+            if current_page.next_page_url:
+                current_page = current_page.next_page()
+            else:
+                break
+            
 
     @classmethod
     def from_http_response(cls, r, *, client=None):
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 52236a6..0000000
--- a/setup.py
+++ /dev/null
@@ -1,133 +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 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.com/search-api"},
-    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",
-        "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,
-    },
-)
diff --git a/tests/example_search_apple_app_store_test.py b/tests/example_search_apple_app_store_test.py
index 073f3c4..70bb30b 100644
--- a/tests/example_search_apple_app_store_test.py
+++ b/tests/example_search_apple_app_store_test.py
@@ -3,16 +3,10 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_apple_app_store():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_apple_app_store(client):
   data = client.search({
       'engine': 'apple_app_store',
       'term': 'coffee',
   })
   assert data.get('error') is None
   assert data['organic_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_baidu_test.py b/tests/example_search_baidu_test.py
index 98c6fed..d5a0d52 100644
--- a/tests/example_search_baidu_test.py
+++ b/tests/example_search_baidu_test.py
@@ -3,16 +3,11 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_baidu():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+
+def test_search_baidu(client):
   data = client.search({
       'engine': 'baidu',
       'q': 'coffee',
   })
   assert data.get('error') is None
   assert data['organic_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_bing_test.py b/tests/example_search_bing_test.py
index 62e57b8..36a1c79 100644
--- a/tests/example_search_bing_test.py
+++ b/tests/example_search_bing_test.py
@@ -3,16 +3,10 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_bing():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_bing(client):
   data = client.search({
       'engine': 'bing',
       'q': 'coffee',
   })
   assert data.get('error') is None
   assert data['organic_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_duckduckgo_test.py b/tests/example_search_duckduckgo_test.py
index 01b9600..4a198ab 100644
--- a/tests/example_search_duckduckgo_test.py
+++ b/tests/example_search_duckduckgo_test.py
@@ -3,16 +3,10 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_duckduckgo():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_duckduckgo(client):
   data = client.search({
       'engine': 'duckduckgo',
       'q': 'coffee',
   })
   assert data.get('error') is None
   assert data['organic_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_ebay_test.py b/tests/example_search_ebay_test.py
index d50eec3..fd41037 100644
--- a/tests/example_search_ebay_test.py
+++ b/tests/example_search_ebay_test.py
@@ -3,16 +3,10 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_ebay():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_ebay(client):
   data = client.search({
       'engine': 'ebay',
       '_nkw': 'coffee',
   })
   assert data.get('error') is None
   assert data['organic_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_autocomplete_test.py b/tests/example_search_google_autocomplete_test.py
index 9a0ab91..3de2012 100644
--- a/tests/example_search_google_autocomplete_test.py
+++ b/tests/example_search_google_autocomplete_test.py
@@ -3,16 +3,10 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_autocomplete():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_google_autocomplete(client):
   data = client.search({
       'engine': 'google_autocomplete',
       'q': 'coffee',
   })
   assert data.get('error') is None
   assert data['suggestions']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_events_test.py b/tests/example_search_google_events_test.py
index eac2ca6..a46f5bf 100644
--- a/tests/example_search_google_events_test.py
+++ b/tests/example_search_google_events_test.py
@@ -3,16 +3,10 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_events():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_google_events(client):
   data = client.search({
       'engine': 'google_events',
       'q': 'coffee',
   })
   assert data.get('error') is None
   assert data['events_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_images_test.py b/tests/example_search_google_images_test.py
index 11e61e0..338e69b 100644
--- a/tests/example_search_google_images_test.py
+++ b/tests/example_search_google_images_test.py
@@ -3,9 +3,7 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_images():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_google_images(client):
   data = client.search({
       'engine': 'google_images',
       'engine': 'google_images',
@@ -14,7 +12,3 @@ def test_search_google_images():
   })
   assert data.get('error') is None
   assert data['images_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_jobs_test.py b/tests/example_search_google_jobs_test.py
index 24d60bf..c465589 100644
--- a/tests/example_search_google_jobs_test.py
+++ b/tests/example_search_google_jobs_test.py
@@ -3,16 +3,10 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_jobs():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_google_jobs(client):
   data = client.search({
       'engine': 'google_jobs',
       'q': 'coffee',
   })
   assert data.get('error') is None
   assert data['jobs_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_local_services_test.py b/tests/example_search_google_local_services_test.py
index 2adefac..964b013 100644
--- a/tests/example_search_google_local_services_test.py
+++ b/tests/example_search_google_local_services_test.py
@@ -3,9 +3,8 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_local_services():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_google_local_services(client):
+
   data = client.search({
       'engine': 'google_local_services',
       'q': 'electrician',
@@ -13,7 +12,3 @@ def test_search_google_local_services():
   })
   assert data.get('error') is None
   assert data['local_ads']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_maps_test.py b/tests/example_search_google_maps_test.py
index 80230e9..453b5dc 100644
--- a/tests/example_search_google_maps_test.py
+++ b/tests/example_search_google_maps_test.py
@@ -3,9 +3,7 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_maps():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_google_maps(client):
   data = client.search({
       'engine': 'google_maps',
       'q': 'pizza',
@@ -14,7 +12,3 @@ def test_search_google_maps():
   })
   assert data.get('error') is None
   assert data['local_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_play_test.py b/tests/example_search_google_play_test.py
index 0327e80..bd44bef 100644
--- a/tests/example_search_google_play_test.py
+++ b/tests/example_search_google_play_test.py
@@ -3,9 +3,7 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_play():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_google_play(client):
   data = client.search({
       'engine': 'google_play',
       'q': 'kite',
@@ -14,7 +12,3 @@ def test_search_google_play():
   })
   assert data.get('error') is None
   assert data['organic_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_product_test.py b/tests/example_search_google_product_test.py
deleted file mode 100644
index 7f9ab1e..0000000
--- a/tests/example_search_google_product_test.py
+++ /dev/null
@@ -1,19 +0,0 @@
-# Example: google_product search engine
-import pytest
-import os
-import serpapi
-
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_product():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
-  data = client.search({
-      'engine': 'google_product',
-      'q': 'coffee',
-      'product_id': '4887235756540435899',
-  })
-  assert data.get('error') is None
-  assert data['product_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
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 42314dd..0000000
--- a/tests/example_search_google_reverse_image_test.py
+++ /dev/null
@@ -1,19 +0,0 @@
-# Example: google_reverse_image search engine
-import pytest
-import os
-import serpapi
-
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_reverse_image():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
-  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']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_scholar_test.py b/tests/example_search_google_scholar_test.py
index 09d58e4..61ff7e0 100644
--- a/tests/example_search_google_scholar_test.py
+++ b/tests/example_search_google_scholar_test.py
@@ -3,16 +3,11 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google_scholar():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_google_scholar(client):
+
   data = client.search({
       'engine': 'google_scholar',
       'q': 'coffee',
   })
   assert data.get('error') is None
   assert data['organic_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_google_test.py b/tests/example_search_google_test.py
index 489a165..650bcff 100644
--- a/tests/example_search_google_test.py
+++ b/tests/example_search_google_test.py
@@ -3,9 +3,8 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_google():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_google(client):
+
   data = client.search({
       'engine': 'google',
       'q': 'coffee',
@@ -13,7 +12,3 @@ def test_search_google():
   })
   assert data.get('error') is None
   assert data['organic_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_home_depot_test.py b/tests/example_search_home_depot_test.py
index 6aef2e4..a09f4fd 100644
--- a/tests/example_search_home_depot_test.py
+++ b/tests/example_search_home_depot_test.py
@@ -3,16 +3,11 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_home_depot():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_home_depot(client):
+
   data = client.search({
       'engine': 'home_depot',
       'q': 'table',
   })
   assert data.get('error') is None
   assert data['products']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_naver_test.py b/tests/example_search_naver_test.py
index 25e3fb4..fa2bb26 100644
--- a/tests/example_search_naver_test.py
+++ b/tests/example_search_naver_test.py
@@ -3,16 +3,10 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_naver():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_naver(client):
   data = client.search({
       'engine': 'naver',
       'query': 'coffee',
   })
   assert data.get('error') is None
   assert data['ads_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_walmart_test.py b/tests/example_search_walmart_test.py
index f77b73e..24248fa 100644
--- a/tests/example_search_walmart_test.py
+++ b/tests/example_search_walmart_test.py
@@ -3,9 +3,7 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_walmart():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_walmart(client):
   data = client.search({
       'engine': 'walmart',
       'query': 'coffee',
@@ -13,6 +11,3 @@ def test_search_walmart():
   assert data.get('error') is None
   assert data['organic_results']
 
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_yahoo_test.py b/tests/example_search_yahoo_test.py
index 539097f..0a5af69 100644
--- a/tests/example_search_yahoo_test.py
+++ b/tests/example_search_yahoo_test.py
@@ -3,16 +3,10 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_yahoo():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_yahoo(client):
   data = client.search({
       'engine': 'yahoo',
       'p': 'coffee',
   })
   assert data.get('error') is None
   assert data['organic_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
diff --git a/tests/example_search_youtube_test.py b/tests/example_search_youtube_test.py
index 8823752..00c3da6 100644
--- a/tests/example_search_youtube_test.py
+++ b/tests/example_search_youtube_test.py
@@ -3,16 +3,11 @@
 import os
 import serpapi
 
-@pytest.mark.skipif((os.getenv("API_KEY") == None), reason="no api_key provided")
-def test_search_youtube():
-  client = serpapi.Client(api_key=os.getenv("API_KEY"))
+def test_search_youtube(client):
+
   data = client.search({
       'engine': 'youtube',
       'search_query': 'coffee',
   })
   assert data.get('error') is None
   assert data['video_results']
-
-# os.getenv("API_KEY") is your secret API Key
-# copy/paste from [http://serpapi.com/dashboard] to your bash
-# ```export API_KEY="your_secure_api_key"```
\ No newline at end of file
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 c0f9a6c..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__")
@@ -58,6 +68,9 @@ def test_coffee_search_n_pages(coffee_search):
     max_pages = 3
 
     for page in coffee_search.yield_pages(max_pages=max_pages):
+        if page_count == 0:
+            assert 'start' not in page['search_parameters'], "The 'start' parameter should not be in the first page"
+        
         page_count += 1
 
     assert page_count == max_pages
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")