AI Integrations | Aware Solutions

AI Tools

Image to Text Extraction

Convert your meeting screenshots to text on the fly. This application uses open-source Tesseract OCR (optical character recognition) to digitize your visual notes instantly.

Note: Streamlit resources are provided for free and may be inactive when not in use. If so, please wait for the application to 'wake up' after clicking.

GITHUB REPO →

Python libraries: streamlit, Pillow, pytesseract

AI Tools

Interrogate a PDF document

Upload your favorite PDF and use the chat tool to ask questions. When you're in a pinch for time, locate just what you need quickly.

This application uses Meta's open-source Ollama local models. This allows for execution within local firewalls without cloud API calls—ideal for privacy, cost savings, and offline usage. For this demo, Ollama is hosted via Google Colab with a GPU runtime.

GITHUB REPO →

Python libraries: streamlit, pdfplumber, sentence-transformers, faiss-cpu, ollama, Pillow

AI Tools

Sentiment Analyzer

Want to know how a consumer feels? This application analyzes sentiment to uncover the emotional tone behind customer feedback and reviews.

This application uses mock customer reviews with ratings about Chicago parks and utilizes the nltk sentiment analyzer package to categorize feedback as positive, negative, or neutral.

GITHUB REPO →

Python libraries: streamlit, pandas, nltk

AI Tools

Sales Prospecting

Want to scan for leads or quickly find intel for your sales strategy? This application accelerates your market research by extracting key insights from dense documentation.

This tool processes input PDF documents (e.g., a City's strategic plan or a company's 10k filing) and leverages the Ollama local LLM to locate context and generate responses to basic prospecting questions autonomously.

GITHUB REPO →

Python libraries: streamlit, pdfplumber, tempfile, faiss, numpy, sentence transformers, ollama

AI Tools

Compare Documents

Want to quickly compare similarities and differences between 2 documents? Identify nuances in responses between vendors, contracts, and other dense files.

This application uses input PDF documents (in this example, 2 Chicago restaurant menus) and leverages the Ollama local LLM to locate context and provide a side-by-side response autonomously.

GITHUB REPO →

Python libraries: streamlit, pdfplumber, tempfile, faiss, numpy, sentence transformers, ollama

AI Tools

See the Weather Forecast

Want to see what the weather forecast looks like in your favorite city? This app provides instant meteorological insights and visualizes your local climate trends.

This app calls the Open-Meteo API to obtain current weather and visualizes the hourly forecast for your city selection. This is a live interactive app and may be inactive when not in use. If so, please wait for it to 'wake up'.

GITHUB REPO →

Python libraries: streamlit, requests, pandas, plotly, pytz