Update requirements.txt

requirements.txt

@@ -1,26 +1,147 @@
-streamlit
-Pillow
-plotly
-opencv-python
-moviepy
-python-dotenv
-pytz
-requests
-openai
-beautifulsoup4
-PyPDF2
-textract
-gradio-client
-huggingface-hub
-audio-recorder-streamlit
-xmltodict
-mistune
-python-docx
-faiss-cpu
-scikit-learn
-langchain
-tiktoken
-anthropic
-extra-streamlit-components
-moviepy
-edge_tts==6.1.12
+streamlit                 # Core library for building interactive web apps.  
+                          # Top functions: 
+                          # 1. st.write() – Write text, markdown, or data to the app.
+                          # 2. st.button() – Add an interactive button. 
+                          # 3. st.file_uploader() – Upload files directly to the app.
+
+Pillow                    # Image processing library (PIL fork).  
+                          # Top functions: 
+                          # 1. Image.open() – Open an image file.
+                          # 2. Image.save() – Save an image in a specific format. 
+                          # 3. Image.resize() – Resize an image to desired dimensions.
+
+plotly                    # Visualization library for creating interactive plots.  
+                          # Top functions: 
+                          # 1. plotly.express.scatter() – Create scatter plots. 
+                          # 2. plotly.express.line() – Generate line charts.
+                          # 3. plotly.graph_objects.Figure() – Create custom figure layouts.
+
+opencv-python             # Real-time computer vision library.  
+                          # Top functions: 
+                          # 1. cv2.imread() – Read an image. 
+                          # 2. cv2.imshow() – Display an image in a window.
+                          # 3. cv2.resize() – Resize images.
+
+moviepy                   # Video editing and processing.  
+                          # Top functions: 
+                          # 1. VideoFileClip() – Load and manipulate video files. 
+                          # 2. concatenate_videoclips() – Combine multiple video clips.
+                          # 3. write_videofile() – Export videos to a file.
+
+python-dotenv             # Load environment variables from .env files.  
+                          # Top functions: 
+                          # 1. load_dotenv() – Load variables from .env. 
+                          # 2. dotenv_values() – Retrieve values as a dictionary.
+                          # 3. set_key() – Set new environment variables.
+
+pytz                      # Timezone definitions for datetime handling.  
+                          # Top functions: 
+                          # 1. timezone() – Get timezone info. 
+                          # 2. localize() – Attach timezone info to naive datetimes.
+                          # 3. utc() – Get the UTC timezone.
+
+requests                  # HTTP requests to fetch data from APIs.  
+                          # Top functions: 
+                          # 1. get() – Perform HTTP GET requests. 
+                          # 2. post() – Send POST data to an endpoint.
+                          # 3. json() – Parse JSON from responses.
+
+openai                    # Interface for OpenAI APIs (ChatGPT, DALL·E).  
+                          # Top functions: 
+                          # 1. openai.ChatCompletion.create() – Generate chat responses. 
+                          # 2. openai.Image.create() – Create images with DALL·E.
+                          # 3. openai.Audio.transcribe() – Transcribe audio to text.
+
+beautifulsoup4            # Web scraping and parsing HTML/XML.  
+                          # Top functions: 
+                          # 1. BeautifulSoup() – Parse HTML/XML documents. 
+                          # 2. find() – Search for elements.
+                          # 3. find_all() – Retrieve multiple elements.
+
+PyPDF2                    # PDF processing and extraction.  
+                          # Top functions: 
+                          # 1. PdfReader() – Read PDF files. 
+                          # 2. PdfWriter() – Create or manipulate PDFs.
+                          # 3. extract_text() – Extract text from PDF pages.
+
+textract                  # Extract text from documents of various formats.  
+                          # Top functions: 
+                          # 1. process() – Extract text from any file format.
+                          # 2. exceptions() – Handle specific errors.
+                          # 3. is_supported() – Check if file type is supported.
+
+gradio-client             # Client to interact with Gradio interfaces.  
+                          # Top functions: 
+                          # 1. submit() – Submit input to Gradio endpoints. 
+                          # 2. predict() – Call Gradio API predictions.
+                          # 3. Interface() – Define and load models.
+
+huggingface-hub           # Access Hugging Face models and datasets.  
+                          # Top functions: 
+                          # 1. from_pretrained() – Load pretrained models. 
+                          # 2. snapshot_download() – Download model snapshots.
+                          # 3. list_models() – List models available.
+
+audio-recorder-streamlit  # Streamlit component for audio recording.  
+                          # Top functions: 
+                          # 1. audio_recorder() – Record audio directly in Streamlit apps.
+
+xmltodict                 # Parse XML into Python dictionaries.  
+                          # Top functions: 
+                          # 1. parse() – Convert XML to dictionary. 
+                          # 2. unparse() – Convert dictionary back to XML.
+                          # 3. ordered_dict() – Maintain element order.
+
+mistune                   # Markdown parsing in Python.  
+                          # Top functions: 
+                          # 1. markdown() – Render markdown text to HTML. 
+                          # 2. escape() – Escape HTML elements.
+                          # 3. renderer() – Customize rendering options.
+
+python-docx               # Create and modify .docx files.  
+                          # Top functions: 
+                          # 1. Document() – Create or load Word documents. 
+                          # 2. add_paragraph() – Add paragraphs.
+                          # 3. save() – Save to .docx format.
+
+faiss-cpu                 # Efficient similarity search and clustering.  
+                          # Top functions: 
+                          # 1. IndexFlatL2() – Create L2 norm index. 
+                          # 2. search() – Perform similarity searches.
+                          # 3. add() – Add vectors to the index.
+
+scikit-learn              # Machine learning tools.  
+                          # Top functions: 
+                          # 1. fit() – Train models. 
+                          # 2. predict() – Generate predictions.
+                          # 3. train_test_split() – Split datasets for training/testing.
+
+langchain                 # Chain LLM calls and workflows.  
+                          # Top functions: 
+                          # 1. load_chain() – Load chain pipelines. 
+                          # 2. llm() – Access LLM models.
+                          # 3. memory() – Add conversational memory.
+
+tiktoken                  # Tokenizer for OpenAI models.  
+                          # Top functions: 
+                          # 1. encode() – Encode text into tokens. 
+                          # 2. decode() – Decode tokens to text.
+                          # 3. get_encoding() – Fetch encoding method.
+
+anthropic                 # Interface for Claude AI models.  
+                          # Top functions: 
+                          # 1. chat() – Generate Claude-based chat responses.
+
+extra-streamlit-components # Additional Streamlit components.  
+                          # Top functions: 
+                          # 1. st_marquee() – Add scrolling marquees. 
+                          # 2. st_tooltip() – Add tooltips to elements.
+                          # 3. st_modal() – Create modals.
+
+edge_tts==6.1.12          # Text-to-speech via Edge browser.  
+                          # Top functions: 
+                          # 1. Communicate() – Convert text to speech. 
+
+st_marquee                # Scrolling text marquee for Streamlit apps.  
+                          # Top functions: 
+                          # 1. st_marquee() – Display scrolling text.