Update requirements.txt

requirements.txt

@@ -1,44 +1,62 @@
 anthropic>=0.37.1
-beautifulsoup4>=4.12.3
-Bio
-chess
-clean-text
+beautifulsoup4>=4.12.3 # bs4 - Beautiful Soup for HTML/XML parsing
+Bio # Bio - Bioinformatics tools (e.g., sequence analysis)
+chess # chess - Chess-related functionality
+clean-text # cleantext - Text cleaning and normalization
+collections # collections - Useful data structures (e.g., defaultdict, Counter)
+concurrent.futures # concurrent.futures - For parallel execution
+csv # csv - CSV file reading/writing
+datetime # datetime - Date and time handling
 datasets>=2.21.0
+fractions # fractions - Rational number arithmetic
 google_search_results>=2.4.2
 huggingface_hub>=0.23.4
-llama-cloud-services
-llama-index-core
-llama-index-readers-file
+io # io - Input/output streams
+json # json - JSON data serialization/deserialization
+lxml # lxml - Faster XML/HTML processing (alternative to bs4)
 mammoth>=1.8.0
 markdownify>=0.13.1
+math # math - Basic mathematical functions
+matplotlib # matplotlib - Plotting library (basic charts) - Consider security implications
 numexpr>=2.10.1
-numpy>=2.1.2
+numpy>=2.1.2 # numpy - Numerical computing (arrays, linear algebra)
 openai>=1.52.2
-openpyxl
-pandas>=2.2.3
+os # os - Operating system interaction (file system, etc.) VERY IMPORTANT
+pandas>=2.2.3 # pandas - Data manipulation and analysis (DataFrames)
 pathvalidate>=3.2.1
 pdfminer>=20191125
 pdfminer.six>=20240706
-Pillow>=11.0.0
-pubchempy
+PIL>=11.0.0 # PIL - Pillow for image processing
+pptx # pptx - PowerPoint file manipulation
+pubchempy # pubchempy - Accessing PubChem chemical database
 puremagic>=1.28
-pydub
-PyPDF2
+pydub # pydub - Audio manipulation
+PyPDF2 # PyPDF2 - PDF manipulation
 python-dotenv>=1.0.1
 python_pptx>=1.0.2
-python-pptx
-Requests>=2.32.3
-scikit-learn
-scikit-learn
-scipy
+random # random - Random number generation
+re # re - Regular expressions for text processing
+Requests>=2.32.3 # requests - Web requests (fetching data from the internet)
+schedule # schedule - Allow the agent to schedule tasks
+scikit-learn # sklearn - Scikit-learn for machine learning
+scipy # scipy - Scientific computing (stats, optimization)
+seaborn # seaborn - Statistical data visualization (more advanced) - Consider security implications
+selenium # selenium - Automated browser control (for dynamic websites) - HIGH SECURITY RISK
 serpapi>=0.1.5
-smolagents[gradio, langchain, litellm, telemetry]
-SpeechRecognition
-sympy
-torch>=2.2.2
+sklearn # sklearn - Scikit-learn for machine learning
+sqlite3 # sqlite3 - SQLite database access
+sympy # sympy - Symbolic mathematics (algebra, calculus)
+tempfile # tempfile - Creating temporary files and directories
+time # time - Measuring time
+torch>=2.2.2 # torch - PyTorch for neural networks
 torchvision>=0.17.2
 tqdm>=4.66.4
-tqdm
 transformers>=4.46.0
+typing # typing - Support for type hints (improve code clarity)
+urllib3 # urllib3 - Used by "requests" for HTTP requests (usually installed automatically with requests)
+urllib.parse # urllib.parse - URL parsing and manipulation (safe URL handling)
 xlrd
-youtube_transcript_api>=0.6.2
+xml # xml - XML processing
+yahoo_finance # yahoo_finance - Fetching stock data
+youtube_transcript_api>=0.6.2
+zipfile # zipfile - Working with ZIP archives