Update requirements.txt

requirements.txt

@@ -1,147 +1,28 @@
-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.  
+# requirements.txt
+
+streamlit>=1.31.0         # Core web app framework - st.write("Hello"), st.button("Click"), st.selectbox("Choose", opts)
+Pillow>=10.0.0           # Image processing - Image.open("pic.jpg"), img.resize((100,100)), img.save("out.png")
+plotly>=5.18.0           # Interactive plots - px.scatter(df, x="a", y="b"), px.line(df), fig.show()
+opencv-python>=4.9.0     # Computer vision - cv2.imread("img.jpg"), cv2.resize(img, (w,h)), cv2.imwrite("out.jpg", img)
+moviepy>=1.0.3           # Video editing - VideoFileClip("vid.mp4"), clip.resize(0.5), clip.write_videofile("out.mp4")
+python-dotenv>=1.0.0     # Env vars - load_dotenv(), os.getenv("KEY"), dotenv_values()
+pytz>=2024.1             # Timezones - timezone('US/Pacific'), dt.astimezone(tz), utc.localize(dt) 
+requests>=2.31.0         # HTTP client - requests.get(url), r.json(), r.raise_for_status()
+openai>=1.12.0           # OpenAI API - client.chat.complete(), client.images.create(), client.audio.transcribe()
+beautifulsoup4>=4.12.3   # HTML parse - BeautifulSoup(html), soup.find("div"), soup.find_all("p")
+PyPDF2>=3.0.1            # PDF tools - PdfReader("doc.pdf"), reader.pages[0].extract_text(), writer.write(f)
+textract>=1.6.5          # Text extract - process("doc.pdf"), process("doc.docx"), process("text.txt")
+gradio-client>=0.10.1    # Gradio API - client.predict(text), interface.launch(), client.submit(inputs) 
+huggingface-hub>=0.20.3  # HF models - from_pretrained("model"), list_models(), push_to_hub()
+audio-recorder-streamlit>=0.0.8  # Audio rec - audio_recorder(), get_audio_data(), save_recording()
+xmltodict>=0.13.0        # XML parse - parse(xml_str), unparse(dict_obj), parse(f.read())
+mistune>=3.0.2           # Markdown - markdown(text), escape(html), renderer.render(tokens)
+python-docx>=1.0.1       # Word docs - Document(), doc.add_paragraph(), doc.save("out.docx")
+faiss-cpu>=1.7.4         # Vector DB - IndexFlatL2(d), index.add(vecs), D,I = index.search(q,k)
+scikit-learn>=1.4.0      # ML tools - fit(X,y), predict(X), train_test_split(X,y)
+langchain>=0.1.8         # LLM chain - load_chain(), chain.run(input), memory.save_context()
+tiktoken>=0.6.0          # Tokens - encode(text), decode(tokens), num_tokens = len(tokens)
+anthropic>=0.18.1        # Claude API - client.messages.create(), client.complete() 
+extra-streamlit-components>=0.1.60  # UI extras - st_marquee(), st_tooltip(), st_modal()
+edge-tts>=6.1.12         # TTS engine - communicate.run(text), save_to_file(), stream_to_speaker()
+streamlit-marquee>=0.0.2 # Scroll text - streamlit_marquee(text), set_speed(), set_style()