├── .gitignore
├── Pipfile
├── Pipfile.lock
├── README.md
├── Topics.txt
├── Topics_done.txt
├── browser.py
├── requirements.txt
└── utils.py


/.gitignore:
--------------------------------------------------------------------------------
 1 | # Compiled source #
 2 | ###################
 3 | *.com
 4 | *.class
 5 | *.dll
 6 | *.exe
 7 | *.o
 8 | *.so
 9 | 
10 | # Compiled output #
11 | ###################
12 | dist/
13 | tmp/
14 | out-tsc/
15 | bazel-out/
16 | 
17 | # Node #
18 | ########
19 | node_modules/
20 | npm-debug.log
21 | yarn-error.log
22 | 
23 | # Python #
24 | ##########
25 | __pycache__/
26 | *.py[cod]
27 | *$py.class
28 | *.egg-info/
29 | .pytest_cache/
30 | 
31 | # Logs #
32 | ########
33 | *.log
34 | logs/
35 | 
36 | # Editor directories and files #
37 | ##############################
38 | .vscode/
39 | .idea/
40 | *.swp
41 | *.swo
42 | 
43 | # OS generated files #
44 | #####################
45 | .DS_Store
46 | Thumbs.db
47 | 
48 | # Compiled output #
49 | ###################
50 | dist/
51 | tmp/
52 | out-tsc/
53 | bazel-out/
54 | 
55 | # Environment #
56 | ##############
57 | .env
58 | .env.*
59 | 
60 | 
61 | venv/
62 | 
63 | linkedlnbot.sh
64 | .txt


--------------------------------------------------------------------------------
/Pipfile:
--------------------------------------------------------------------------------
 1 | [[source]]
 2 | url = "https://pypi.org/simple"
 3 | verify_ssl = true
 4 | name = "pypi"
 5 | 
 6 | [packages]
 7 | selenium = "*"
 8 | requests = "*"
 9 | webdriver-manager = "*"
10 | python-dotenv = "*"
11 | google-generativeai = "*"
12 | beautifulsoup4 = "*"
13 | scrapy = "*"
14 | scrapy-selenium = "*"
15 | scrapy-playwright = "*"
16 | 
17 | [dev-packages]
18 | 
19 | [requires]
20 | python_version = "3.10"
21 | 


--------------------------------------------------------------------------------
/Pipfile.lock:
--------------------------------------------------------------------------------
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1170 |                 "sha256:e8fa0fb05083a1a4216b4b881fdefa71c5d9a106e9b094cd4399af6b52873e91",
1171 |                 "sha256:f83d6b4b22262d9a826c3bd4b2fbfafe1d0000f085ef8e44cd1328eea274ae6a",
1172 |                 "sha256:f95bebd0afe86b2adc074df29edb6848fc4d474ff24075e2c263d698774e108d"
1173 |             ],
1174 |             "markers": "python_version >= '3.7'",
1175 |             "version": "==6.3"
1176 |         }
1177 |     },
1178 |     "develop": {}
1179 | }
1180 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | # LinkedIn Automation Bot
 2 | 
 3 | This LinkedIn Automation Bot allows you to interact with posts and create your own posts on LinkedIn, using Google Gemini AI to generate insightful comments and posts. It's built using Python, Selenium, and other powerful libraries to automate liking, commenting, and posting on LinkedIn.
 4 | 
 5 | ## Features
 6 | 
 7 | - **Auto-Commenting:** Analyzes posts and generates relevant comments using Google Gemini's AI models.
 8 | - **Auto-Liking:** Automatically likes posts based on content analysis.
 9 | - **Auto-Posting:** Publishes posts directly on LinkedIn, leveraging AI to create engaging and tailored posts.
10 | - **Content Filtering:** Removes markdown and formats comments for a seamless look.
11 | 
12 | ## Tech Stack
13 | 
14 | - **Python OOP:** The bot is built with Object-Oriented Programming principles for modularity and maintainability.
15 | - **Selenium WebDriver:** Automates browser interactions with LinkedIn's web interface.
16 | - **Google Gemini API:** Provides AI-generated comments and posts using the Gemini language model.
17 | - **BeautifulSoup:** Extracts and processes LinkedIn post content.
18 | - **Logging:** Logs every step and handles errors gracefully.
19 | 
20 | ## Prerequisites
21 | 
22 | - Python 3.7 or later
23 | - Google Gemini API key
24 | - Selenium WebDriver and ChromeDriver
25 | 
26 | ## Setup
27 | 
28 | 1. **Clone the Repository:**
29 | 
30 |    ```bash
31 |    git clone https://github.com/joeygoesgrey/linkedln-bot.git
32 |    cd linkedin-bot
33 |    ```
34 | 
35 | 2. **Create a Pipenv Environment and Install Dependencies:**
36 | 
37 |    ```bash
38 |    pipenv install
39 |    ```
40 | 
41 | 3. **Activate the Pipenv Shell:**
42 | 
43 |    ```bash
44 |    pipenv shell
45 |    ```
46 | 
47 | 4. **Set Up Environment Variables:**
48 | 
49 |    - Create a `.env` file in the root directory with your LinkedIn credentials and Google Gemini API key:
50 | 
51 |    ```ini
52 |    LINKEDLN_USERNAME=your_linkedln_username
53 |    LINKEDLN_PASSWORD=your_linkedln_password
54 |    GEMINI_API_KEY=your_gemini_api_key
55 |    ```
56 | 
57 | 5. **Download ChromeDriver:**
58 |    ChromeDriver is required for Selenium to interact with the Chrome browser. With `webdriver-manager` included in the dependencies, no separate download is needed.
59 | 
60 | ## Usage
61 | 
62 | 1. **Run the Bot:**
63 |    Start the bot using:
64 | 
65 |    ```bash
66 |    python browser.py
67 |    ```
68 | 
69 | 2. **Available Methods:**
70 |    - `fetch_and_store_content()`: Fetches and stores LinkedIn post data.
71 |    - `analyze_and_interact()`: Analyzes the stored posts and interacts based on AI analysis.
72 |    - `function_to_make_a_post()`: Automates posting directly to LinkedIn.
73 | 
74 | ## Important Considerations
75 | 
76 | - **Ethics and Compliance:**
77 |   Use the bot responsibly and follow LinkedIn's terms of service to avoid account restrictions.
78 | - **Rate Limiting:**
79 |   Ensure the bot operates at reasonable intervals to mimic natural user behavior.
80 | 
81 | ## Contributing
82 | 
83 | Contributions are welcome! Feel free to fork the repository and submit a pull request with your enhancements or bug fixes.
84 | 
85 |  
86 | 


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/Topics.txt:
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  1 | The future of blockchain in healthcare
  2 | How to leverage AI for competitive advantage
  3 | The benefits of cloud-based collaboration tools
  4 | The impact of technology on the automotive industry
  5 | How to create a successful IoT strategy
  6 | The role of AI in financial forecasting
  7 | How to foster a culture of continuous learning in tech
  8 | The importance of cybersecurity in the digital age
  9 | How to implement AI in customer support
 10 | The future of smart cities
 11 | How to create a secure mobile application
 12 | The role of AI in supply chain optimization
 13 | The benefits of cloud-based security solutions
 14 | The impact of technology on the legal industry
 15 | How to build a successful tech team
 16 | The importance of digital transformation in business
 17 | How to leverage AI for operational efficiency
 18 | The future of cloud computing
 19 | How to create a data-driven marketing strategy
 20 | The role of AI in healthcare diagnostics
 21 | The benefits of hybrid IT environments
 22 | The impact of technology on the retail industry
 23 | How to implement a successful blockchain project
 24 | The role of AI in customer retention
 25 | The importance of cybersecurity in protecting personal data
 26 | How to build a scalable AI solution
 27 | The future of technology in education
 28 | How to create a secure e-commerce platform
 29 | The role of AI in predictive maintenance
 30 | The benefits of cloud-based analytics
 31 | The impact of technology on the healthcare industry
 32 | How to implement a successful DevSecOps strategy
 33 | The role of AI in personalized healthcare
 34 | The importance of data governance in business
 35 | How to build a successful cloud-based application
 36 | The future of technology in agriculture
 37 | How to create a secure blockchain network
 38 | The role of AI in financial services
 39 | The benefits of cloud-based disaster recovery
 40 | The impact of technology on the hospitality industry
 41 | How to implement a successful AI-driven marketing strategy
 42 | The role of AI in process automation
 43 | The importance of cybersecurity in protecting critical infrastructure
 44 | How to build a scalable IoT solution
 45 | The future of technology in transportation
 46 | How to create a secure AI model
 47 | The role of AI in customer experience management
 48 | The benefits of cloud-based IT management
 49 | The impact of technology on the energy industry
 50 | How to implement a successful AI-powered chatbot
 51 | The role of AI in business intelligence
 52 | The importance of data security in the digital age
 53 | How to build a successful AI-driven product
 54 | The future of technology in manufacturing
 55 | How to create a secure cloud infrastructure
 56 | The role of AI in fraud prevention
 57 | The benefits of cloud-based project management tools
 58 | The impact of technology on the construction industry
 59 | How to implement a successful AI-driven sales strategy
 60 | The role of AI in risk management
 61 | The importance of cybersecurity in protecting financial data
 62 | How to build a scalable blockchain solution
 63 | The future of technology in retail
 64 | How to create a secure data analytics platform
 65 | The role of AI in supply chain management
 66 | The benefits of cloud-based CRM systems
 67 | The impact of technology on the healthcare industry
 68 | How to implement a successful AI-driven HR strategy
 69 | The role of AI in financial planning
 70 | The importance of data privacy in business
 71 | How to build a successful AI-powered platform
 72 | The future of technology in education
 73 | How to create a secure IoT ecosystem
 74 | The role of AI in customer insights
 75 | The benefits of cloud-based ERP systems
 76 | The impact of technology on the legal industry
 77 | How to implement a successful AI-driven marketing campaign
 78 | The role of AI in operational efficiency
 79 | The importance of cybersecurity in protecting intellectual property
 80 | How to build a scalable AI infrastructure
 81 | The future of technology in healthcare
 82 | How to create a secure cloud-based application
 83 | The role of AI in personalized learning
 84 | The benefits of cloud-based storage solutions
 85 | The impact of technology on the financial industry
 86 | How to implement a successful AI-driven customer service strategy
 87 | The role of AI in market analysis
 88 | The importance of data integrity in business
 89 | How to build a successful AI-driven product
 90 | The future of technology in agriculture
 91 | How to create a secure blockchain application
 92 | The role of AI in business process optimization
 93 | The benefits of cloud-based communication tools
 94 | The impact of technology on the transportation industry
 95 | How to implement a successful AI-driven sales strategy
 96 | The role of AI in financial analysis
 97 | The importance of cybersecurity in protecting customer data
 98 | How to build a scalable cloud infrastructure
 99 | The future of technology in retail
100 | How to create a secure data management system
101 | The role of AI in customer engagement
102 | The benefits of cloud-based collaboration tools
103 | The impact of technology on the energy industry
104 | How to implement a successful AI-driven marketing strategy
105 | The role of AI in business intelligence
106 | The importance of data security in the digital age
107 | How to build a successful AI-driven platform
108 | The future of technology in manufacturing
109 | How to create a secure cloud-based environment
110 | The role of AI in supply chain optimization
111 | The benefits of cloud-based project management tools
112 | The impact of technology on the construction industry
113 | How to implement a successful AI-driven HR strategy
114 | The role of AI in risk management
115 | The importance of cybersecurity in protecting financial data
116 | How to build a scalable AI solution
117 | The future of technology in healthcare
118 | How to create a secure cloud infrastructure
119 | The role of AI in personalized marketing
120 | The benefits of cloud-based CRM systems
121 | The impact of technology on the legal industry
122 | How to implement a successful AI-driven sales strategy
123 | The role of AI in operational efficiency
124 | The importance of cybersecurity in protecting intellectual property
125 | How to build a successful AI-powered platform
126 | The future of technology in education
127 | How to create a secure data analytics platform
128 | The role of AI in customer insights
129 | The benefits of cloud-based ERP systems
130 | The impact of technology on the financial industry
131 | How to implement a successful AI-driven customer service strategy
132 | The role of AI in market analysis
133 | The importance of data privacy in business
134 | How to build a successful AI-driven product
135 | The future of technology in agriculture
136 | How to create a secure blockchain application
137 | The role of AI in business process optimization
138 | The benefits of cloud-based communication tools
139 | The impact of technology on the transportation industry
140 | How to implement a successful AI-driven sales strategy
141 | The role of AI in financial analysis
142 | The importance of cybersecurity in protecting customer data
143 | How to build a scalable cloud infrastructure
144 | The future of technology in retail
145 | How to create a secure data management system
146 | The role of AI in customer engagement
147 | The benefits of cloud-based collaboration tools
148 | The impact of technology on the energy industry
149 | How to implement a successful AI-driven marketing strategy
150 | The role of AI in business intelligence
151 | The importance of data security in the digital age
152 | How to build a successful AI-driven platform
153 | The future of technology in manufacturing
154 | How to create a secure cloud-based environment
155 | The role of AI in supply chain optimization
156 | The benefits of cloud-based project management tools
157 | The impact of technology on the construction industry
158 | How to implement a successful AI-driven HR strategy
159 | The role of AI in risk management
160 | The importance of cybersecurity in protecting financial data
161 | How to build a scalable AI solution
162 | The future of technology in healthcare
163 | How to create a secure cloud infrastructure
164 | The role of AI in personalized marketing
165 | The benefits of cloud-based CRM systems
166 | The impact of technology on the legal industry
167 | How to implement a successful AI-driven sales strategy
168 | The role of AI in operational efficiency
169 | The importance of cybersecurity in protecting intellectual property
170 | How to build a successful AI-powered platform
171 | The future of technology in education
172 | How to create a secure data analytics platform
173 | The role of AI in customer insights
174 | The benefits of cloud-based ERP systems
175 | The impact of technology on the financial industry
176 | How to implement a successful AI-driven customer service strategy
177 | The role of AI in market analysis
178 | The importance of data privacy in business
179 | How to build a successful AI-driven product
180 | The future of technology in agriculture
181 | How to create a secure blockchain application
182 | The role of AI in business process optimization
183 | The benefits of cloud-based communication tools
184 | The impact of technology on the transportation industry
185 | How to implement a successful AI-driven sales strategy
186 | The role of AI in financial analysis
187 | The importance of cybersecurity in protecting customer data
188 | How to build a scalable cloud infrastructure
189 | The future of technology in retail
190 | How to create a secure data management system
191 | The role of AI in customer engagement
192 | The benefits of cloud-based collaboration tools
193 | The impact of technology on the energy industry
194 | How to implement a successful AI-driven marketing strategy
195 | The role of AI in business intelligence
196 | The importance of data security in the digital age
197 | How to build a successful AI-driven platform
198 | The future of technology in manufacturing
199 | How to create a secure cloud-based environment
200 | The role of AI in supply chain optimization
201 | The benefits of cloud-based project management tools
202 | The impact of technology on the construction industry
203 | How to implement a successful AI-driven HR strategy
204 | The role of AI in risk management
205 | The importance of cybersecurity in protecting financial data
206 | How to build a scalable AI solution
207 | The future of technology in healthcare
208 | How to create a secure cloud infrastructure
209 | The role of AI in personalized marketing
210 | The benefits of cloud-based CRM systems
211 | The impact of technology on the legal industry
212 | How to implement a successful AI-driven sales strategy
213 | The role of AI in operational efficiency
214 | The importance of cybersecurity in protecting intellectual property
215 | How to build a successful AI-powered platform
216 | The future of technology in education
217 | How to create a secure data analytics platform
218 | The role of AI in customer insights
219 | The benefits of cloud-based ERP systems
220 | The impact of technology on the financial industry
221 | How to implement a successful AI-driven customer service strategy
222 | The role of AI in market analysis
223 | The importance of data privacy in business
224 | How to build a successful AI-driven product
225 | The future of technology in agriculture
226 | How to create a secure blockchain application
227 | The role of AI in business process optimization
228 | The benefits of cloud-based communication tools
229 | The impact of technology on the transportation industry
230 | How to lead through change and uncertainty
231 | The role of a leader in conflict resolution
232 | How to develop a growth mindset in your team
233 | The importance of diversity and inclusion in leadership
234 | How to build trust with your team
235 | The impact of leadership on organizational performance
236 | How to mentor and develop future leaders
237 | The role of a leader in setting and achieving goals
238 | How to create a positive work environment
239 | The importance of resilience in leadership
240 | How to lead by example
241 | The role of a leader in fostering collaboration
242 | How to manage stress as a leader
243 | The impact of leadership on company culture
244 | How to develop a leadership pipeline
245 | The importance of transparency in leadership
246 | How to handle failure as a leader
247 | The role of a leader in decision making
248 | How to create a vision and mission for your team
249 | The importance of active listening in leadership
250 | How to inspire and motivate your team
251 | The role of a leader in managing remote teams
252 | How to develop leadership skills in your team
253 | The impact of leadership on employee retention
254 | How to lead with empathy
255 | The importance of accountability in leadership
256 | How to handle criticism as a leader
257 | The role of a leader in building a high-performing team
258 | How to develop a leadership style that works for you
259 | The importance of continuous learning in leadership
260 | How to manage conflict within your team
261 | The role of a leader in driving change
262 | How to build a strong leadership team
263 | The impact of leadership on team productivity
264 | How to lead with integrity
265 | The importance of setting clear expectations as a leader
266 | How to handle team dynamics as a leader
267 | The role of a leader in employee development
268 | How to create a culture of accountability
269 | The importance of feedback in leadership
270 | How to lead with confidence
271 | The role of a leader in strategic planning
272 | How to develop a leadership vision
273 | The importance of building relationships as a leader
274 | How to manage time effectively as a leader
275 | The role of a leader in managing change
276 | How to develop a leadership philosophy
277 | The importance of adaptability in leadership
278 | How to handle leadership challenges
279 | The role of a leader in fostering innovation
280 | How to develop leadership presence
281 | The importance of leadership development programs
282 | How to lead with authenticity
283 | The role of a leader in team building
284 | How to create a leadership development plan
285 | The importance of self-awareness in leadership
286 | How to handle leadership transitions
287 | The role of a leader in driving organizational success
288 | How to develop a leadership network
289 | The importance of ethical decision making in leadership
290 | How to lead with purpose
291 | The role of a leader in employee engagement
292 | How to develop leadership resilience
293 | The importance of leadership in crisis management
294 | How to create a leadership legacy
295 | The role of a leader in managing organizational change
296 | How to develop a leadership mindset
297 | The importance of leadership in driving innovation
298 | How to lead a diverse team
299 | The role of a leader in building a positive work culture
300 | How to develop leadership competencies
301 | The importance of leadership in achieving organizational goals
302 | How to lead with vision
303 | The role of a leader in managing team performance
304 | How to develop leadership agility
305 | The importance of leadership in fostering collaboration
306 | How to lead with humility
307 | The role of a leader in building a learning organization
308 | How to develop leadership influence
309 | The importance of leadership in managing change
310 | How to lead with clarity
311 | The role of a leader in driving business growth
312 | How to develop leadership accountability
313 | The importance of leadership in creating a positive work environment
314 | How to lead with passion
315 | The role of a leader in managing team dynamics
316 | How to develop leadership vision
317 | The importance of leadership in building trust
318 | How to lead with empathy and compassion
319 | The role of a leader in fostering a culture of innovation
320 | How to develop leadership self-awareness
321 | The importance of leadership in achieving business success
322 | How to lead with authenticity and integrity
323 | The role of a leader in managing conflict
324 | How to develop leadership adaptability
325 | The importance of leadership in driving employee engagement
326 | How to lead with purpose and vision
327 | The role of a leader in building a high-performing team
328 | How to develop leadership resilience and grit
329 | The importance of leadership in creating a culture of accountability
330 | How to lead with clarity and confidence
331 | The role of a leader in managing organizational change
332 | How to develop leadership presence and influence
333 | The importance of leadership in fostering collaboration
334 | How to lead with humility and empathy
335 | The role of a leader in building a learning organization
336 | How to develop leadership competencies and skills
337 | The importance of leadership in driving innovation
338 | How to lead with vision and purpose
339 | The role of a leader in managing team performance
340 | How to develop leadership agility and flexibility
341 | The importance of leadership in building trust and relationships
342 | How to lead with passion and enthusiasm
343 | The role of a leader in managing team dynamics and conflict
344 | How to develop leadership vision and strategy
345 | The importance of leadership in achieving organizational goals
346 | How to lead with empathy and compassion
347 | The role of a leader in fostering a culture of innovation
348 | How to develop leadership self-awareness and emotional intelligence
349 | The importance of leadership in achieving business success
350 | How to lead with authenticity and integrity
351 | The role of a leader in managing conflict and change
352 | How to develop leadership adaptability and resilience
353 | The importance of leadership in driving employee engagement
354 | How to lead with purpose and vision
355 | The role of a leader in building a high-performing team
356 | How to develop leadership accountability and responsibility
357 | The importance of leadership in creating a culture of accountability
358 | How to lead with clarity and confidence
359 | The role of a leader in managing organizational change
360 | How to develop leadership presence and influence
361 | The importance of leadership in fostering collaboration
362 | How to lead with humility and empathy
363 | The role of a leader in building a learning organization
364 | How to develop leadership competencies and skills
365 | The importance of leadership in driving innovation
366 | How to lead with vision and purpose
367 | The role of a leader in managing team performance
368 | How to develop leadership agility and flexibility
369 | The importance of leadership in building trust and relationships
370 | How to lead with passion and enthusiasm
371 | The role of a leader in managing team dynamics and conflict
372 | How to develop leadership vision and strategy
373 | The importance of leadership in achieving organizational goals
374 | How to lead with empathy and compassion
375 | The role of a leader in fostering a culture of innovation
376 | How to develop leadership self-awareness and emotional intelligence
377 | The importance of leadership in achieving business success
378 | How to lead with authenticity and integrity
379 | The role of a leader in managing conflict and change
380 | How to develop leadership adaptability and resilience
381 | The importance of leadership in driving employee engagement
382 | How to lead with purpose and vision
383 | The role of a leader in building a high-performing team
384 | How to develop leadership accountability and responsibility
385 | The importance of leadership in creating a culture of accountability
386 | How to lead with clarity and confidence
387 | The role of a leader in managing organizational change
388 | How to develop leadership presence and influence
389 | The importance of leadership in fostering collaboration
390 | How to lead with humility and empathy
391 | The role of a leader in building a learning organization
392 | How to develop leadership competencies and skills
393 | The importance of leadership in driving innovation
394 | How to lead with vision and purpose
395 | The role of a leader in managing team performance
396 | How to develop leadership agility and flexibility
397 | The importance of leadership in building trust and relationships
398 | How to lead with passion and enthusiasm
399 | The role of a leader in managing team dynamics and conflict
400 | How to develop leadership vision and strategy
401 | The importance of leadership in achieving organizational goals
402 | How to lead with empathy and compassion
403 | The role of a leader in fostering a culture of innovation
404 | How to develop leadership self-awareness and emotional intelligence
405 | The importance of leadership in achieving business success
406 | How to lead with authenticity and integrity
407 | The role of a leader in managing conflict and change
408 | How to develop leadership adaptability and resilience
409 | The importance of leadership in driving employee engagement
410 | How to lead with purpose and vision
411 | The role of a leader in building a high-performing team
412 | How to develop leadership accountability and responsibility
413 | The importance of leadership in creating a culture of accountability
414 | How to lead with clarity and confidence
415 | The role of a leader in managing organizational change
416 | How to develop leadership presence and influence
417 | The importance of leadership in fostering collaboration
418 | How to lead with humility and empathy
419 | The role of a leader in building a learning organization
420 | How to develop leadership competencies and skills
421 | The importance of leadership in driving innovation
422 | How to lead with vision and purpose
423 | The role of a leader in managing team performance
424 | How to develop leadership agility and flexibility
425 | The importance of leadership in building trust and relationships
426 | How to lead with passion and enthusiasm
427 | The role of a leader in managing team dynamics and conflict
428 | How to develop leadership vision and strategy
429 | The importance of leadership in achieving organizational goals
430 | How to lead with empathy and compassion
431 | The role of a leader in fostering a culture of innovation
432 | How to develop leadership self-awareness and emotional intelligence
433 | The importance of leadership in achieving business success
434 | How to lead with authenticity and integrity
435 | The role of a leader in managing conflict and change
436 | How to develop leadership adaptability and resilience
437 | The importance of leadership in driving employee engagement
438 | How to lead with purpose and vision
439 | The role of a leader in building a high-performing team
440 | How to develop leadership accountability and responsibility
441 | The importance of leadership in creating a culture of accountability
442 | How to lead with clarity and confidence
443 | The role of a leader in managing organizational change
444 | How to develop leadership presence and influence
445 | The importance of leadership in fostering collaboration
446 | How to lead with humility and empathy
447 | The role of a leader in building a learning organization
448 | How to develop leadership competencies and skills
449 | The importance of leadership in driving innovation
450 | How to lead with vision and purpose
451 | The role of a leader in managing team performance
452 | How to develop leadership agility and flexibility
453 | The importance of leadership in building trust and relationships
454 | How to lead with passion and enthusiasm
455 | The role of a leader in managing team dynamics and conflict
456 | How to develop leadership vision and strategy
457 | The importance of leadership in achieving organizational goals
458 | How to lead with empathy and compassion
459 | The role of a leader in fostering a culture of innovation
460 | How to develop leadership self-awareness and emotional intelligence
461 | The importance of leadership in achieving business success
462 | How to lead with authenticity and integrity
463 | The role of a leader in managing conflict and change
464 | How to develop leadership adaptability and resilience
465 | The importance of leadership in driving employee engagement
466 | How to lead with purpose and vision
467 | The role of a leader in building a high-performing team
468 | How to develop leadership accountability and responsibility
469 | The importance of leadership in creating a culture of accountability
470 | How to lead with clarity and confidence
471 | The role of a leader in managing organizational change
472 | How to develop leadership presence and influence
473 | The importance of leadership in fostering collaboration
474 | How to lead with humility and empathy
475 | The role of a leader in building a learning organization
476 | How to develop leadership competencies and skills
477 | The importance of leadership in driving innovation
478 | How to lead with vision and purpose
479 | The role of a leader in managing team performance
480 | How to develop leadership agility and flexibility
481 | The importance of leadership in building trust and relationships
482 | How to lead with passion and enthusiasm
483 | The role of a leader in managing team dynamics and conflict
484 | How to develop leadership vision and strategy
485 | The importance of leadership in achieving organizational goals
486 | How to lead with empathy and compassion
487 | The role of a leader in fostering a culture of innovation
488 | How to develop leadership self-awareness and emotional intelligence
489 | The importance of leadership in achieving business success
490 | How to lead with authenticity and integrity
491 | The role of a leader in managing conflict and change
492 | How to develop leadership adaptability and resilience
493 | The importance of leadership in driving employee engagement
494 | How to lead with purpose and vision
495 | The role of a leader in building a high-performing team
496 | How to develop leadership accountability and responsibility
497 | The importance of leadership in creating a culture of accountability
498 | How to lead with clarity and confidence
499 | The role of a leader in managing organizational change
500 | How to develop leadership presence and influence
501 | The importance of leadership in fostering collaboration
502 | How to lead with humility and empathy
503 | The role of a leader in building a learning organization
504 | How to develop leadership competencies and skills
505 | The importance of leadership in driving innovation
506 | How to lead with vision and purpose
507 | The role of a leader in managing team performance
508 | How to develop leadership agility and flexibility
509 | The importance of leadership in building trust and relationships
510 | How to lead with passion and enthusiasm
511 | The role of a leader in managing team dynamics and conflict
512 | How to develop leadership vision and strategy
513 | The importance of leadership in achieving organizational goals
514 | How to lead with empathy and compassion
515 | The role of a leader in fostering a culture of innovation
516 | How to develop leadership self-awareness and emotional intelligence
517 | The importance of leadership in achieving business success
518 | How to lead with authenticity and integrity
519 | The role of a leader in managing conflict and change
520 | How to develop leadership adaptability and resilience


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/Topics_done.txt:
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 1 | The future of artificial intelligence in everyday life
 2 | How machine learning is transforming industries
 3 | Blockchain technology beyond cryptocurrencies
 4 | The impact of 5G on the Internet of Things (IoT)
 5 | Cloud computing trends for 2024
 6 | The rise of edge computing
 7 | Cybersecurity in the era of remote work
 8 | Quantum computing: What you need to know
 9 | The role of big data in business decision-making
10 | How augmented reality is changing retail
11 | The benefits of virtual reality in training and education
12 | Autonomous vehicles: Are we there yet?
13 | The evolution of smart homes
14 | How wearable tech is improving health and fitness
15 | The ethics of AI and machine learning
16 | The importance of data privacy and protection
17 | How to implement a successful DevOps strategy
18 | The role of AI in healthcare innovation
19 | How to stay ahead in the ever-changing tech landscape
20 | Emerging trends in software development
21 | The impact of technology on the gig economy
22 | The benefits of hybrid cloud solutions
23 | How to leverage AI for customer service excellence
24 | The future of fintech and digital banking
25 | How technology is transforming supply chain management
26 | The rise of no-code and low-code development platforms
27 | The importance of upskilling in the tech industry
28 | The role of AI in cybersecurity
29 | How to create a data-driven culture in your organization
30 | The future of e-commerce: Trends to watch
31 | The impact of social media algorithms on user experience
32 | How to build a successful tech startup
33 | The importance of diversity in tech
34 | The role of AI in environmental sustainability
35 | How to implement AI in your business strategy
36 | The future of digital marketing: AI and beyond
37 | How blockchain is revolutionizing supply chains
38 | The importance of cybersecurity awareness training
39 | How to leverage big data for business growth
40 | The impact of technology on education
41 | The future of work in a tech-driven world
42 | How to navigate the challenges of digital transformation
43 | The role of AI in predictive analytics
44 | The benefits of cloud-native applications
45 | How to create a secure IoT ecosystem
46 | The impact of automation on the workforce
47 | How to foster innovation in your tech team
48 | The role of AI in content creation
49 | The importance of ethical hacking in cybersecurity
50 | How to choose the right technology stack for your business
51 | The future of video conferencing technology
52 | How AI is transforming customer relationship management
53 | The benefits of microservices architecture
54 | The impact of technology on the real estate industry
55 | How to implement a successful AI project
56 | The role of AI in fraud detection and prevention
57 | How to build a scalable cloud infrastructure
58 | The future of wearable technology
59 | The importance of digital literacy in the workplace
60 | How to protect your business from cyber threats
61 | The impact of AI on the finance industry
62 | How to create a culture of innovation in your tech team
63 | The role of AI in personalized marketing
64 | The benefits of serverless computing
65 | The future of augmented reality in gaming
66 | How to implement a successful digital transformation strategy
67 | The impact of technology on mental health
68 | How to create a secure cloud environment
69 | The role of AI in talent acquisition
70 | The importance of data-driven decision making
71 | How to build a successful AI-powered product
72 | 


--------------------------------------------------------------------------------
/browser.py:
--------------------------------------------------------------------------------
  1 | import os
  2 | import re
  3 | import time
  4 | import random
  5 | from selenium import webdriver
  6 | from selenium.webdriver.common.keys import Keys
  7 | from selenium.webdriver.common.by import By
  8 | from selenium.webdriver.chrome.service import Service
  9 | from selenium.webdriver.chrome.options import Options
 10 | from webdriver_manager.chrome import ChromeDriverManager
 11 | from selenium.webdriver.support.ui import WebDriverWait
 12 | from selenium.webdriver.support import expected_conditions as EC
 13 | from dotenv import load_dotenv
 14 | import google.generativeai as genai
 15 | import logging
 16 | 
 17 | load_dotenv()
 18 | 
 19 | # Configure logging
 20 | logging.basicConfig(
 21 |     level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s"
 22 | )
 23 | 
 24 | class LinkedInBot:
 25 |     def __init__(self):
 26 |         self.driver = self.setup_driver()
 27 |         self.login()
 28 | 
 29 |     def setup_driver(self):
 30 |         """Sets up the Chrome WebDriver with necessary options."""
 31 |         chrome_options = Options()
 32 |         chrome_options.add_argument("--no-sandbox")
 33 |         chrome_options.add_argument("--disable-dev-shm-usage")
 34 |         chrome_options.add_argument("--disable-blink-features=AutomationControlled")
 35 |         chrome_options.add_argument("--headless")
 36 |         chrome_options.add_argument("start-maximized")
 37 |         chrome_options.add_argument("disable-infobars")
 38 |         chrome_options.add_argument("--disable-extensions")
 39 |         chrome_options.add_argument(
 40 |             "user-agent=Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36"
 41 |         )
 42 |         service = Service(ChromeDriverManager().install())
 43 |         driver = webdriver.Chrome(service=service, options=chrome_options)
 44 |         driver.execute_script(
 45 |             "Object.defineProperty(navigator, 'webdriver', {get: () => undefined})"
 46 |         )
 47 |         return driver
 48 | 
 49 |     def random_delay(self, min_delay=1, max_delay=3):
 50 |         """Introduce a random delay to mimic human behavior."""
 51 |         time.sleep(random.uniform(min_delay, max_delay))
 52 | 
 53 |     def login(self):
 54 |         """Logs into LinkedIn using credentials from environment variables."""
 55 |         self.driver.get("https://www.linkedin.com/login")
 56 |         WebDriverWait(self.driver, 10).until(
 57 |             EC.presence_of_element_located((By.ID, "username"))
 58 |         )
 59 | 
 60 |         username_field = self.driver.find_element(By.ID, "username")
 61 |         password_field = self.driver.find_element(By.ID, "password")
 62 | 
 63 |         # Mimic human typing by sending keys with delays
 64 |         for char in os.getenv("LINKEDIN_USERNAME"):
 65 |             username_field.send_keys(char)
 66 |             self.random_delay(0.1, 0.3)
 67 |         self.random_delay()
 68 | 
 69 |         for char in os.getenv("LINKEDIN_PASSWORD"):
 70 |             password_field.send_keys(char)
 71 |             self.random_delay(0.1, 0.3)
 72 |         self.random_delay()
 73 | 
 74 |         password_field.send_keys(Keys.RETURN)
 75 |         self.random_delay(5, 7)
 76 | 
 77 |         # Check for verification code input form
 78 |         try:
 79 |             verification_form = WebDriverWait(self.driver, 10).until(
 80 |                 EC.presence_of_element_located((By.ID, "email-pin-challenge"))
 81 |             )
 82 |             logging.info("Verification code required. Prompting user for input.")
 83 |             verification_code = input("Enter the verification code sent to your email: ")
 84 | 
 85 |             # Enter the verification code
 86 |             code_input = self.driver.find_element(By.ID, "input__email_verification_pin")
 87 |             code_input.send_keys(verification_code)
 88 | 
 89 |             # Submit the verification form
 90 |             submit_button = self.driver.find_element(By.ID, "email-pin-submit-button")
 91 |             submit_button.click()
 92 | 
 93 |             # Wait for the process to complete and navigate to the feed section
 94 |             self.random_delay(10, 12)
 95 |             self.driver.get("https://www.linkedin.com/feed/")
 96 |             logging.info("Logged in and navigated to the feed section.")
 97 |         except Exception as e:
 98 |             logging.info("Verification code not required or error occurred.")
 99 |             pass
100 | 
101 |     def remove_markdown(self, text, ignore_hashtags=False):
102 |         """Removes markdown syntax from a given text string."""
103 |         patterns = [
104 |             r"(\*{1,2})(.*?)\1",  # Bold and italics
105 |             r"\[(.*?)\]\((.*?)\)",  # Links
106 |             r"`(.*?)`",  # Inline code
107 |             r"(\n\s*)- (.*)",  # Unordered lists (with `-`)
108 |             r"(\n\s*)\* (.*)",  # Unordered lists (with `*`)
109 |             r"(\n\s*)[0-9]+\. (.*)",  # Ordered lists
110 |             r"(#+)(.*)",  # Headings
111 |             r"(>+)(.*)",  # Blockquotes
112 |             r"(---|\*\*\*)",  # Horizontal rules
113 |             r"!\[(.*?)\]\((.*?)\)",  # Images
114 |         ]
115 | 
116 |         # If ignoring hashtags, remove the heading pattern
117 |         if ignore_hashtags:
118 |             patterns.remove(r"(#+)(.*)")
119 | 
120 |         # Replace markdown elements with an empty string
121 |         for pattern in patterns:
122 |             text = re.sub(
123 |                 pattern, r" ", text
124 |             )  
125 | 
126 |         return text.strip()
127 | 
128 |     def generate_post_content(self, topic):
129 |         """Generates post content using Gemini AI based on the given topic."""
130 |         logging.info(f"Generating post content for topic: {topic}")
131 |         try:
132 |             genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
133 |             client = genai.GenerativeModel("gemini-pro")
134 | 
135 |             messages = [
136 |                 {
137 |                     "role": "user",
138 |                     "parts": [
139 |                         f"Generate a LinkedIn post with a minimum amount of 1000 characters about the following topic and do not forget to add suitable hastags: {topic}. Start with a captivating introduction that grabs the reader's attention. Develop a compelling thesis statement that clearly articulates the main argument of the post and support it with strong evidence and logical reasoning. Ensure the post is engaging, relatable, and structured with clear sections or headings. Include experts experiences, emotions, and specific scenarios or examples that support the topic. Provide detailed case studies or examples showing the impact of this topic in various contexts or industries. Delve into relevant technical aspects or processes if applicable. Support the claims with statistics or data points. Conclude with a call to action that encourages readers to learn more or take specific steps related to the topic. The post should read like it was written by a human and resonate with the readers."
140 |                     ],
141 |                 }
142 |             ]
143 | 
144 |             post_response = client.generate_content(messages)
145 | 
146 |             if post_response.text:
147 |                 post_text = self.remove_markdown(
148 |                     post_response.text, ignore_hashtags=True
149 |                 )
150 |             else:
151 |                 post_text = f"Excited to share some thoughts on {topic}! #technology #leadership"
152 |         except Exception as e:
153 |             logging.error("Failed to generate post content.", exc_info=True)
154 |             post_text = f"Excited to share some thoughts on {topic}! #technology #leadership"
155 | 
156 |         return post_text
157 | 
158 |     def close_overlapping_elements(self):
159 |         try:
160 |             # Close chat overlay
161 |             chat_overlay_close_button = self.driver.find_element(By.XPATH, "//button[contains(@class, 'msg-overlay-bubble-header__control--close')]")
162 |             chat_overlay_close_button.click()
163 |             self.random_delay()
164 |         except Exception as e:
165 |             logging.info("No chat overlay to close.")
166 | 
167 |         try:
168 |             # Close any other notification or modal
169 |             notification_overlay_close_button = self.driver.find_element(By.XPATH, "//button[contains(@class, 'artdeco-modal__dismiss')]")
170 |             notification_overlay_close_button.click()
171 |             self.random_delay()
172 |         except Exception as e:
173 |             logging.info("No notification or modal overlay to close.")
174 | 
175 | 
176 |     def post_to_linkedin(self, post_text):
177 |         """Posts the generated content to LinkedIn."""
178 |         logging.info("Posting to LinkedIn.")
179 |         try:
180 |             # Close overlapping elements
181 |             self.close_overlapping_elements()
182 | 
183 |             # Wait for the "Start a post" button to be clickable and click it using JavaScript
184 |             start_post_button = WebDriverWait(self.driver, 20).until(
185 |                 EC.element_to_be_clickable((By.XPATH, "//button[contains(., 'Start a post')]"))
186 |             )
187 | 
188 |             self.driver.execute_script("arguments[0].click();", start_post_button)
189 | 
190 |             # Wait a moment for animation or modal dialogs to appear
191 |             time.sleep(2)
192 | 
193 |             # Assuming the text area for the post becomes visible after clicking the button:
194 |             post_text_area = WebDriverWait(self.driver, 10).until(
195 |                 EC.visibility_of_element_located((By.CSS_SELECTOR, "div[role='textbox']"))
196 |             )
197 | 
198 |             # Click the text area to focus and start typing a post
199 |             post_text_area.click()
200 |             self.driver.execute_script(
201 |                 "arguments[0].innerText = arguments[1];", post_text_area, post_text
202 |             )
203 | 
204 |             # Optionally, you can search for the 'Post' button and click it to publish
205 |             post_button = WebDriverWait(self.driver, 10).until(
206 |                 EC.element_to_be_clickable(
207 |                     (
208 |                         By.XPATH,
209 |                         "//button[contains(@class, 'share-actions__primary-action')]",
210 |                     )
211 |                 )
212 |             )
213 |             self.driver.execute_script("arguments[0].click();", post_button)
214 | 
215 |             logging.info("Post successful.")
216 |             return True
217 |         except Exception as e:
218 |             logging.error("Failed to post to LinkedIn.", exc_info=True)
219 |             return False
220 | 
221 |     def process_topics(self):
222 |         """Processes the first topic from Topics.txt, posts it to LinkedIn, and updates the files accordingly."""
223 |         try:
224 |             with open("Topics.txt", "r") as file:
225 |                 topics = file.readlines()
226 | 
227 |             if not topics:
228 |                 logging.info("No topics to process.")
229 |                 return
230 | 
231 |             # Get the first topic
232 |             topic = topics[0].strip()
233 |             if not topic:
234 |                 logging.info("The first topic is empty.")
235 |                 return
236 | 
237 |             post_text = self.generate_post_content(topic)
238 |             if self.post_to_linkedin(post_text):
239 |                 with open("Topics_done.txt", "a") as done_file:
240 |                     done_file.write(topic + "\n")
241 |                 logging.info(f"Topic posted and saved to Topics_done.txt: {topic}")
242 | 
243 |                 # Remove the posted topic from Topics.txt
244 |                 with open("Topics.txt", "w") as file:
245 |                     file.writelines(topics[1:])
246 |                 logging.info("First topic removed from Topics.txt.")
247 |             else:
248 |                 logging.info(f"Failed to post topic: {topic}")
249 |             self.random_delay(5, 10)
250 | 
251 |         except Exception as e:
252 |             logging.error("An error occurred while processing topics.", exc_info=True)
253 | 
254 | if __name__ == "__main__":
255 |     bot = LinkedInBot()
256 |     try:
257 |         bot.process_topics()
258 |         time.sleep(5)
259 |     finally:
260 |         bot.driver.quit()
261 |         logging.info("Driver session ended cleanly.")
262 | 
263 | # import os
264 | # import re
265 | # import time
266 | # import random
267 | # from selenium import webdriver
268 | # from selenium.webdriver.common.keys import Keys
269 | # from selenium.webdriver.common.by import By
270 | # from selenium.webdriver.chrome.service import Service
271 | # from selenium.webdriver.chrome.options import Options
272 | # from webdriver_manager.chrome import ChromeDriverManager
273 | # from selenium.webdriver.support.ui import WebDriverWait
274 | # from selenium.webdriver.support import expected_conditions as EC
275 | # from dotenv import load_dotenv
276 | # import google.generativeai as genai
277 | # import logging
278 | 
279 | # load_dotenv()
280 | 
281 | # # Configure logging
282 | # logging.basicConfig(
283 | #     level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s"
284 | # )
285 | 
286 | 
287 | # class LinkedInBot:
288 | #     """
289 | #     A class representing a bot for interacting with LinkedIn, capable of liking posts,
290 | #     commenting based on sentiment analysis and content relevance, and navigating LinkedIn's interface.
291 | #     """
292 | 
293 | #     def __init__(self):
294 | #         self.driver = self.setup_driver()
295 | #         self.login()
296 | 
297 | #     def setup_driver(self):
298 | #         """Sets up the Chrome WebDriver with necessary options."""
299 | #         chrome_options = Options()
300 | #         chrome_options.add_argument("--no-sandbox")
301 | #         chrome_options.add_argument("--disable-dev-shm-usage")
302 | #         chrome_options.add_argument("--disable-blink-features=AutomationControlled")
303 | #         # chrome_options.add_argument("--headless") 
304 | #         chrome_options.add_argument("start-maximized")
305 | #         chrome_options.add_argument("disable-infobars")
306 | #         chrome_options.add_argument("--disable-extensions")
307 | #         chrome_options.add_argument(
308 | #             "user-agent=Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/108.0.0.0 Safari/537.36"
309 | #         )
310 | #         service = Service(ChromeDriverManager().install())
311 | #         driver = webdriver.Chrome(service=service, options=chrome_options)
312 | #         driver.execute_script(
313 | #             "Object.defineProperty(navigator, 'webdriver', {get: () => undefined})"
314 | #         )
315 | #         return driver
316 | 
317 | #     def random_delay(self, min_delay=1, max_delay=3):
318 | #         """Introduce a random delay to mimic human behavior."""
319 | #         time.sleep(random.uniform(min_delay, max_delay))
320 | 
321 | #     def login(self):
322 | #         """Logs into LinkedIn using credentials from environment variables."""
323 | #         self.driver.get("https://www.linkedin.com/login")
324 | #         WebDriverWait(self.driver, 10).until(
325 | #             EC.presence_of_element_located((By.ID, "username"))
326 | #         )
327 | 
328 | #         username_field = self.driver.find_element(By.ID, "username")
329 | #         password_field = self.driver.find_element(By.ID, "password")
330 | 
331 | #         # Mimic human typing by sending keys with delays
332 | #         for char in os.getenv("LINKEDIN_USERNAME"):
333 | #             username_field.send_keys(char)
334 | #             self.random_delay(0.1, 0.3)
335 | #         self.random_delay()
336 | 
337 | #         for char in os.getenv("LINKEDIN_PASSWORD"):
338 | #             password_field.send_keys(char)
339 | #             self.random_delay(0.1, 0.3)
340 | #         self.random_delay()
341 | 
342 | #         password_field.send_keys(Keys.RETURN)
343 | #         self.random_delay(5, 7)
344 | 
345 | 
346 | #     def remove_markdown(self, text, ignore_hashtags=False):
347 | #         """
348 | #         Removes markdown syntax from a given text string.
349 | 
350 | #         Args:
351 | #             text: The text string potentially containing markdown syntax.
352 | #             ignore_hashtags: Boolean flag to ignore hashtags while removing markdown.
353 | 
354 | #         Returns:
355 | #             The text string with markdown syntax removed.
356 | #         """
357 | 
358 | #         patterns = [
359 | #             r"(\*{1,2})(.*?)\1",  # Bold and italics
360 | #             r"\[(.*?)\]\((.*?)\)",  # Links
361 | #             r"`(.*?)`",  # Inline code
362 | #             r"(\n\s*)- (.*)",  # Unordered lists (with `-`)
363 | #             r"(\n\s*)\* (.*)",  # Unordered lists (with `*`)
364 | #             r"(\n\s*)[0-9]+\. (.*)",  # Ordered lists
365 | #             r"(#+)(.*)",  # Headings
366 | #             r"(>+)(.*)",  # Blockquotes
367 | #             r"(---|\*\*\*)",  # Horizontal rules
368 | #             r"!\[(.*?)\]\((.*?)\)",  # Images
369 | #         ]
370 | 
371 | #         # If ignoring hashtags, remove the heading pattern
372 | #         if ignore_hashtags:
373 | #             patterns.remove(r"(#+)(.*)")
374 | 
375 | #         # Replace markdown elements with an empty string
376 | #         for pattern in patterns:
377 | #             text = re.sub(
378 | #                 pattern, r" ", text
379 | #             )  
380 | #             # Extracts the inner content (group 2) if available
381 | 
382 | #         return text.strip()
383 | 
384 | #     def generate_post_content(self, topic):
385 | #         """Generates post content using Gemini AI based on the given topic."""
386 | #         logging.info(f"Generating post content for topic: {topic}")
387 | #         try:
388 | #             genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
389 | #             client = genai.GenerativeModel("gemini-pro")
390 | 
391 | #             messages = [
392 | #                 {
393 | #                     "role": "user",
394 | #                     "parts": [
395 | #                         f"Generate a LinkedIn post with a minimum amount of 1000 characters about the following topic and do not forget to add suitable hastags: {topic}. Start with a captivating introduction that grabs the reader's attention. Develop a compelling thesis statement that clearly articulates the main argument of the post and support it with strong evidence and logical reasoning. Ensure the post is engaging, relatable, and structured with clear sections or headings. Include experts experiences, emotions, and specific scenarios or examples that support the topic. Provide detailed case studies or examples showing the impact of this topic in various contexts or industries. Delve into relevant technical aspects or processes if applicable. Support the claims with statistics or data points. Conclude with a call to action that encourages readers to learn more or take specific steps related to the topic. The post should read like it was written by a human and resonate with the readers."
396 | 
397 | #                     ],
398 | #                 }
399 | #             ]
400 | 
401 | #             post_response = client.generate_content(messages)
402 | 
403 | #             if post_response.text:
404 | #                 post_text = self.remove_markdown(
405 | #                     post_response.text, ignore_hashtags=True
406 | #                 )
407 | #             else:
408 | #                 post_text = f"Excited to share some thoughts on {topic}! #technology #leadership"
409 | #         except Exception as e:
410 | #             logging.error("Failed to generate post content.", exc_info=True)
411 | #             post_text = f"Excited to share some thoughts on {topic}! #technology #leadership"
412 | 
413 | #         return post_text
414 | 
415 | #     def post_to_linkedin(self, post_text):
416 | #         """Posts the generated content to LinkedIn."""
417 | #         logging.info("Posting to LinkedIn.")
418 | #         try:
419 | #             # Wait for the "Start a post" button to be clickable and click it
420 | #             start_post_button = WebDriverWait(self.driver, 20).until(
421 | #                 EC.element_to_be_clickable((By.XPATH, "//button[contains(., 'Start a post')]"))
422 | #             )
423 | 
424 | #             start_post_button.click()
425 | 
426 | #             # Wait a moment for animation or modal dialogs to appear
427 | #             time.sleep(2)
428 | 
429 | #             # Assuming the text area for the post becomes visible after clicking the button:
430 | #             post_text_area = WebDriverWait(self.driver, 10).until(
431 | #                 EC.visibility_of_element_located((By.CSS_SELECTOR, "div[role='textbox']"))
432 | #             )
433 | 
434 | #             # Click the text area to focus and start typing a post
435 | #             post_text_area.click()
436 | #             self.driver.execute_script(
437 | #                 "arguments[0].innerText = arguments[1];", post_text_area, post_text
438 | #             )
439 | 
440 | #             # Optionally, you can search for the 'Post' button and click it to publish
441 | #             post_button = WebDriverWait(self.driver, 10).until(
442 | #                 EC.element_to_be_clickable(
443 | #                     (
444 | #                         By.XPATH,
445 | #                         "//button[contains(@class, 'share-actions__primary-action')]",
446 | #                     )
447 | #                 )
448 | #             )
449 | #             post_button.click()
450 | 
451 | #             logging.info("Post successful.")
452 | #             return True
453 | #         except Exception as e:
454 | #             logging.error("Failed to post to LinkedIn.", exc_info=True)
455 | #             return False
456 | 
457 | #     def process_topics(self):
458 | #         """Processes the first topic from Topics.txt, posts it to LinkedIn, and updates the files accordingly."""
459 | #         try:
460 | #             with open("Topics.txt", "r") as file:
461 | #                 topics = file.readlines()
462 | 
463 | #             if not topics:
464 | #                 logging.info("No topics to process.")
465 | #                 return
466 | 
467 | #             # Get the first topic
468 | #             topic = topics[0].strip()
469 | #             if not topic:
470 | #                 logging.info("The first topic is empty.")
471 | #                 return
472 | 
473 | #             post_text = self.generate_post_content(topic)
474 | #             print(post_text)
475 | #             if self.post_to_linkedin(post_text):
476 | #                 with open("Topics_done.txt", "a") as done_file:
477 | #                     done_file.write(topic + "\n")
478 | #                 logging.info(f"Topic posted and saved to Topics_done.txt: {topic}")
479 | 
480 | #                 # Remove the posted topic from Topics.txt
481 | #                 with open("Topics.txt", "w") as file:
482 | #                     file.writelines(topics[1:])
483 | #                 logging.info("First topic removed from Topics.txt.")
484 | #             else:
485 | #                 logging.info(f"Failed to post topic: {topic}")
486 | #             self.random_delay(5, 10)
487 | 
488 | #         except Exception as e:
489 | #             logging.error("An error occurred while processing topics.", exc_info=True)
490 | 
491 | 
492 | # if __name__ == "__main__":
493 | #     bot = LinkedInBot()
494 | #     try:
495 | #         bot.process_topics()
496 | #         time.sleep(5)
497 | #     finally:
498 | #         time.sleep(50)
499 | #         bot.driver.quit()  # Ensure the driver is quit properly
500 | #         logging.info("Driver session ended cleanly.")
501 | 


--------------------------------------------------------------------------------
/requirements.txt:
--------------------------------------------------------------------------------
1 | selenium
2 | requests
3 | webdriver-manager
4 | python-dotenv
5 | google-generativeai
6 | beautifulsoup4
7 | scrapy
8 | scrapy-selenium
9 | scrapy-playwright


--------------------------------------------------------------------------------
/utils.py:
--------------------------------------------------------------------------------
  1 | import os
  2 | import re
  3 | import time
  4 | import random
  5 | from selenium import webdriver
  6 | from selenium.webdriver.common.keys import Keys
  7 | from selenium.webdriver.common.by import By
  8 | from selenium.webdriver.chrome.service import Service
  9 | from selenium.webdriver.chrome.options import Options
 10 | from webdriver_manager.chrome import ChromeDriverManager
 11 | from selenium.webdriver.support.ui import WebDriverWait
 12 | from selenium.webdriver.support import expected_conditions as EC
 13 | from dotenv import load_dotenv
 14 | from bs4 import BeautifulSoup
 15 | import google.generativeai as genai
 16 | import logging
 17 | from selenium.common.exceptions import (
 18 |     TimeoutException,
 19 |     ElementClickInterceptedException,
 20 | )
 21 | from selenium.webdriver.common.action_chains import ActionChains
 22 | from random import choice  # Import the choice function
 23 | 
 24 | load_dotenv()
 25 | 
 26 | # Configure logging
 27 | logging.basicConfig(
 28 |     level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s"
 29 | )
 30 | 
 31 | # Include CV information in the prompt
 32 | cv_info = (
 33 |     "Joseph Edomobi\n"
 34 |     "godfreydjoseph@gmail.com"
 35 |     "Full-Stack Web Developer (Backend Heavy)\n"
 36 |     "GitHub | LinkedIn\n\n"
 37 |     "WORK EXPERIENCES\n"
 38 |     "27th Development LLC | Link\n"
 39 |     "Full-Stack Developer\n"
 40 |     "January 2023 - March 2023\n"
 41 |     "- Improved User Experience: Upgraded a real estate platform using Node.js and React.js, leading to a 35% increase in user engagement and halving page load times.\n"
 42 |     "- Boosted Customer Retention: Added efficient third-party integrations that improved customer satisfaction by 45% and increased repeat business by 20%.\n"
 43 |     "- Enhanced Scalability: Used AWS to scale up the backend, doubling user capacity and maintaining near-perfect uptime.\n"
 44 |     "- Strengthened Security: Overhauled the codebase with a team, putting in place security measures that prevented data breaches and saved the company thousands in damages.\n"
 45 |     "- Improved Code Quality: Introduced advanced testing practices that made code more reliable and reduced debugging time by 30%.\n"
 46 |     "- Increased Productivity: Fostered a culture of innovation that empowered the team to deliver projects faster and more accurately.\n\n"
 47 |     "XENDPAL | Link\n"
 48 |     "Full-Stack Developer\n"
 49 |     "July 2023 - August 2023\n"
 50 |     "- Secured User Data: Created secure REST APIs and authentication systems, protecting data for over 1,000 users and preventing potential breaches that could have resulted in significant cyber damage.\n"
 51 |     "- Optimized Storage Costs: Designed a cost-effective AWS S3 storage solution that maintained nearly 100% uptime while improving reliability and reducing costs.\n"
 52 |     "- Accelerated Development: Adopted agile methodologies, boosting team productivity by 40% and enabling faster feature rollouts that enhanced user experience.\n"
 53 |     "- Enhanced System Scalability: Implemented a scalable architecture that increased system capacity and improved performance during peak usage.\n"
 54 |     "- Improved Code Quality: Led testing and code review initiatives, significantly reducing bugs and improving the reliability and maintainability of the codebase.\n"
 55 |     "- Strengthened Data Integration: Developed efficient data models and ensured seamless data integration between services, contributing to a smoother user experience.\n\n"
 56 |     "VOLUNTEER AND OPEN SOURCE PROJECTS\n"
 57 |     "Xendpal-magic Library | Link\n"
 58 |     "Creator and Maintainer\n"
 59 |     "March 2024\n"
 60 |     "- Engineered and released a Python library for precise file type detection, leveraging both extension and signature-based methods, attracting over 500 downloads within the first month of launch.\n"
 61 |     "- Facilitated dynamic file identification across 150+ file types with a system that supports extension, MIME type, and detailed description outputs, significantly reducing misidentification issues commonly found in existing solutions.\n"
 62 |     "- Spearheaded the end-to-end project management process, from conceptualization to deployment, including the development of a robust documentation and testing framework, resulting in a 40% increase in detection accuracy over traditional methods.\n"
 63 |     "- Cultivated an open-source community around the library, leading to 10 contributed improvements and extensions within the first three months, enhancing the library’s versatility and application in real-world scenarios.\n\n"
 64 |     "FastAPI Project | Link\n"
 65 |     "Creator and Maintainer\n"
 66 |     "- Rapid Setup: Offers a detailed FastAPI project structure, drastically cutting down development time while promoting best practices.\n"
 67 |     "- Secure Authentication: Implements OAuth2 with JWT for robust user access control.\n"
 68 |     "- Efficient Data Handling: Integrates PostgreSQL for durable data storage and Pydantic models for accurate data validation.\n"
 69 |     "- Dockerization: Utilizes Docker for consistent application performance across various environments.\n"
 70 |     "- Built for Growth: Designed with scalability in mind to smoothly accommodate expanding project requirements.\n\n"
 71 |     "SKILLS AND TECHNOLOGIES\n"
 72 |     "- Programming Languages: Python, JavaScript, SQL\n"
 73 |     "- Web Frameworks: Django, Flask, FastAPI\n"
 74 |     "- Web Scraping Libraries: Scrapy, Selenium, Playwright\n"
 75 |     "- Frontend Technologies: Vue.js, Quasar, React.js, HTML, CSS\n"
 76 |     "- Database Management: PostgreSQL, MySQL, MariaDB\n"
 77 |     "- State Management: Pinia, Vuex, Redux, Context API\n"
 78 |     "- Tools / Platforms: Nginx, Docker, Linux, Amazon AWS, Google Cloud, Microsoft Azure\n"
 79 |     "- Other Technologies: Prompt Engineering with ChatGPT, Shell Scripting, Version Control with Git, Pytest\n"
 80 | )
 81 | 
 82 | 
 83 | class LinkedInBot:
 84 |     """
 85 |     A class representing a bot for interacting with LinkedIn, capable of liking posts,
 86 |     commenting based on sentiment analysis and content relevance, and navigating LinkedIn's interface.
 87 |     """
 88 | 
 89 |     def __init__(self):
 90 |         self.driver = self.setup_driver()
 91 |         self.login()
 92 |         self.posts_data = []
 93 | 
 94 |     def setup_driver(self):
 95 |         """Sets up the Chrome WebDriver with necessary options."""
 96 |         chrome_options = Options()
 97 |         chrome_options.add_argument("--no-sandbox")
 98 |         chrome_options.add_argument("--disable-dev-shm-usage")
 99 |         chrome_options.add_argument("--disable-blink-features=AutomationControlled")
100 |         chrome_options.add_argument("start-maximized")
101 |         chrome_options.add_argument("disable-infobars")
102 |         chrome_options.add_argument("--disable-extensions")
103 |         chrome_options.add_argument(
104 |             "user-agent=Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36"
105 |         )
106 |         service = Service(ChromeDriverManager().install())
107 |         driver = webdriver.Chrome(service=service, options=chrome_options)
108 |         driver.execute_script(
109 |             "Object.defineProperty(navigator, 'webdriver', {get: () => undefined})"
110 |         )
111 |         return driver
112 | 
113 |     def random_delay(self, min_delay=1, max_delay=3):
114 |         """Introduce a random delay to mimic human behavior."""
115 |         time.sleep(random.uniform(min_delay, max_delay))
116 | 
117 |     def login(self):
118 |         """Logs into LinkedIn using credentials from environment variables."""
119 |         self.driver.get("https://www.linkedin.com/login")
120 |         WebDriverWait(self.driver, 10).until(
121 |             EC.presence_of_element_located((By.ID, "username"))
122 |         )
123 | 
124 |         username_field = self.driver.find_element(By.ID, "username")
125 |         password_field = self.driver.find_element(By.ID, "password")
126 | 
127 |         # Mimic human typing by sending keys with delays
128 |         for char in os.getenv("LINKEDLN_USERNAME"):
129 |             username_field.send_keys(char)
130 |             self.random_delay(0.1, 0.3)
131 |         self.random_delay()
132 | 
133 |         for char in os.getenv("LINKEDLN_PASSWORD"):
134 |             password_field.send_keys(char)
135 |             self.random_delay(0.1, 0.3)
136 |         self.random_delay()
137 | 
138 |         password_field.send_keys(Keys.RETURN)
139 |         self.random_delay(5, 7)
140 | 
141 |         # Pause to allow manual entry of the verification code
142 |         logging.info("Waiting for manual entry of the verification code.")
143 |         # time.sleep(30)  # Wait for 30 seconds for manual verification code entry
144 | 
145 |         logging.info("Resuming automation after manual verification code entry.")
146 |         self.refresh_page()
147 | 
148 |     def refresh_page(self):
149 |         logging.info("Refreshing the current page.")
150 |         self.driver.refresh()
151 |         self.random_delay(2, 5)
152 | 
153 |     def fetch_and_store_content(self):
154 |         logging.info("Fetching and storing content from LinkedIn posts.")
155 |         try:
156 |             posts = self.driver.find_elements(By.CSS_SELECTOR, "div[data-id]")
157 |             for post in posts:
158 |                 post_id = post.get_attribute("data-id")
159 |                 post_html = post.get_attribute("outerHTML")
160 |                 self.posts_data.append({"id": post_id, "html": post_html})
161 |             logging.info(f"Content fetched for {len(self.posts_data)} posts.")
162 |         except Exception as e:
163 |             logging.error("Failed to fetch and store content.", exc_info=True)
164 | 
165 |     def remove_markdown(self, text):
166 |         """
167 |         Removes markdown syntax from a given text string.
168 | 
169 |         Args:
170 |             text: The text string potentially containing markdown syntax.
171 | 
172 |         Returns:
173 |             The text string with markdown syntax removed.
174 |         """
175 | 
176 |         patterns = [
177 |             r"(\*{1,2})(.*?)\1",  # Bold and italics
178 |             r"\[(.*?)\]\((.*?)\)",  # Links
179 |             r"`(.*?)`",  # Inline code
180 |             r"(\n\s*)- (.*)",  # Unordered lists (with `-`)
181 |             r"(\n\s*)\* (.*)",  # Unordered lists (with `*`)
182 |             r"(\n\s*)[0-9]+\. (.*)",  # Ordered lists
183 |             r"(#+)(.*)",  # Headings
184 |             r"(>+)(.*)",  # Blockquotes
185 |             r"(---|\*\*\*)",  # Horizontal rules
186 |             r"!\[(.*?)\]\((.*?)\)",  # Images
187 |         ]
188 | 
189 |         # Replace markdown elements with an empty string
190 |         for pattern in patterns:
191 |             text = re.sub(
192 |                 pattern, r" ", text
193 |             )  # Extracts the inner content (group 2) if available
194 | 
195 |         return text.strip()
196 | 
197 |     def comment_on_post(self, post, comment_text):
198 |         logging.info(f"Attempting to comment on post {post['id']}.")
199 |         try:
200 |             comment_button = WebDriverWait(self.driver, 22).until(
201 |                 EC.element_to_be_clickable(
202 |                     (
203 |                         By.XPATH,
204 |                         f"//div[@data-id='{post['id']}']//button[contains(@aria-label, 'Comment')]",
205 |                     )
206 |                 )
207 |             )
208 |             ActionChains(self.driver).move_to_element(
209 |                 comment_button
210 |             ).perform()  # Ensures the button is in view
211 |             comment_button.click()
212 |             self.random_delay()
213 | 
214 |             comment_input = WebDriverWait(self.driver, 22).until(
215 |                 EC.visibility_of_element_located(
216 |                     (By.XPATH, f"//div[@data-id='{post['id']}']//div[@role='textbox']")
217 |                 )
218 |             )
219 |             self.driver.execute_script(
220 |                 "arguments[0].innerText = arguments[1];",
221 |                 comment_input,
222 |                 comment_text.strip('"'),
223 |             )
224 |             self.random_delay()
225 | 
226 |             post_comment_button = WebDriverWait(self.driver, 22).until(
227 |                 EC.element_to_be_clickable(
228 |                     (
229 |                         By.XPATH,
230 |                         f"//div[@data-id='{post['id']}']//button[contains(@class, 'comments-comment-box__submit-button') and .//span[text()='Post']]",
231 |                     )
232 |                 )
233 |             )
234 |             post_comment_button.click()
235 |             logging.info(f"Comment posted successfully on post {post['id']}.")
236 |         except Exception as e:
237 |             logging.error(
238 |                 f"Failed to comment on post {post['id']}: {str(e)}", exc_info=True
239 |             )
240 | 
241 |     def like_post(self, post):
242 |         logging.info(f"Attempting to like post {post['id']}.")
243 |         try:
244 |             like_button = WebDriverWait(self.driver, 22).until(
245 |                 EC.element_to_be_clickable(
246 |                     (
247 |                         By.XPATH,
248 |                         f"//div[@data-id='{post['id']}']//button[contains(@aria-label, 'Like')]",
249 |                     )
250 |                 )
251 |             )
252 | 
253 |             # Scroll to the "Like" button to ensure it's visible
254 |             self.driver.execute_script(
255 |                 "arguments[0].scrollIntoView(true);", like_button
256 |             )
257 | 
258 |             # Click the button via JavaScript if interception is detected
259 |             if like_button.get_attribute("aria-pressed") == "false":
260 |                 try:
261 |                     like_button.click()
262 |                 except ElementClickInterceptedException:
263 |                     self.driver.execute_script("arguments[0].click();", like_button)
264 | 
265 |                 logging.info(f"Post {post['id']} liked successfully!")
266 |                 self.random_delay(
267 |                     3, 5
268 |                 )  # Pause to simulate user behavior and avoid rapid-fire actions
269 |         except TimeoutException:
270 |             logging.error(
271 |                 f"Failed to find or click the Like button for post {post['id']} within the timeout period."
272 |             )
273 |         except Exception as e:
274 |             logging.error(f"Failed to like post {post['id']}: {str(e)}", exc_info=True)
275 | 
276 |     def generate_comment_based_on_content(self, post_text):
277 |         logging.info("Generating comment based on content analysis.")
278 |         try:
279 |             genai.configure(api_key=os.getenv("GEMINI_API_KEY"))
280 |             client = genai.GenerativeModel("gemini-pro")
281 | 
282 |             messages = [
283 |                 {
284 |                     "role": "user",
285 |                     "parts": [
286 |                         f"Based on the following background information, generate a LinkedIn post that talks about a tech-related topic in a way that reflects my professional background and expertise, without making it sound like it was generated by an AI. "
287 |                         f"Here is the background: {cv_info}"
288 |                     ],
289 |                 }
290 |             ]
291 | 
292 |             comment_response = client.generate_content(messages)
293 | 
294 |             if comment_response.text:
295 |                 comment = self.post_process_comment(comment_response.text)
296 |                 return comment
297 |             else:
298 |                 return "Speechless right now"
299 | 
300 |         except Exception as e:
301 |             logging.error("Failed to generate a comment.", exc_info=True)
302 |             return None
303 | 
304 |     def post_process_comment(self, comment):
305 |         # Add some variability to make the comment sound more natural
306 |         phrases_to_add = [
307 |             "Great point!",
308 |             "I couldn't agree more.",
309 |             "That's an interesting perspective.",
310 |             "Thanks for sharing this.",
311 |             "Very insightful.",
312 |         ]
313 | 
314 |         # Randomly decide whether to add a phrase or not
315 |         if choice([True, False]):
316 |             comment = f"{choice(phrases_to_add)} {comment}"
317 | 
318 |         # Ensure the comment has a human touch
319 |         comment = comment.replace("AI", "I")  # Simple example of personalization
320 | 
321 |         return comment
322 | 
323 |     def analyze_and_interact(self):
324 |         """Analyzes the fetched content and decides on interactions based on its sentiment and relevance."""
325 |         for post in self.posts_data:
326 |             post_text = BeautifulSoup(post["html"], "html.parser").text.strip()
327 |             if len(post_text) > 220:
328 |                 ai_content = self.generate_comment_based_on_content(post_text).strip(
329 |                     '"'
330 |                 )
331 |                 comment_text = self.remove_markdown(ai_content)
332 |                 print(f"\n\n Comment Text: {comment_text} \n\n")
333 |                 if comment_text:
334 |                     #     self.comment_on_post(post, comment_text)
335 |                     # else:
336 |                     #     print("Failed to generate a comment.")
337 |                     pass
338 |             self.like_post(post)
339 | 
340 | 
341 | if __name__ == "__main__":
342 |     bot = LinkedInBot()
343 |     try:
344 |         bot.fetch_and_store_content()
345 |         bot.analyze_and_interact()
346 |         time.sleep(5)
347 |     finally:
348 |         bot.driver.quit()  # Ensure the driver is quit properly
349 |         logging.info("Driver session ended cleanly.")
350 | 


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