AI Data Analyst Chatbot vs Obviously AI

AI Data Analyst Chatbot is free, MIT-licensed software for self-hosted web use. It lets analysts and data practitioners explore structured datasets by asking questions in plain English, without SQL or extensive coding knowledge. Users upload CSV or Excel (XLSX) files, which are processed during the session and not permanently stored. Automated profiling covers columns, distributions, summary statistics, missing values, duplicates, and data-quality issues. Statistical analysis can surface variation, outliers, correlations, and patterns, and suggest statistical tests. Interactive visualizations accompany explanations and statistical insights. The project lists Streamlit, pandas, NumPy, SciPy, Plotly, LangChain, and Groq LLM (LLaMA 3.1). Running the app requires a Groq API key in the GROQ_API_KEY environment variable; the README directs users to install dependencies and launch Streamlit at localhost:8501. There are no SQL connections or team-collaboration features. Contributions are invited through forks, pull requests, or issues.

Obviously AI is a freemium, web-based no-code tool for turning structured data into predictive models. Listed model uses include classification, regression, and time series prediction. Models can be published as instant web apps with shareable dynamic links, or connected through real-time REST APIs that send predictions to tools such as Power BI and Looker. Automatic model monitoring and Zapier if-this-then-that automations are also described. Integrations include Amazon Redshift, Google BigQuery, Google Drive, HubSpot, Shopify, Snowflake, Tableau, and Zapier. A structured dataset is required; the documentation recommends at least 1,000 rows and 5 columns. CSV is the listed import format, with uploads up to 10 MB. The Free plan costs nothing and includes 1,200 predictions, one user seat, unlimited models, 1M rows of training data, CSV-only data, and limits of 10,000 data rows. Obviously AI is based in San Francisco. Security information lists SOC 2 Type II, GDPR data-retention compliance, HIPAA compliance, TLS in transit, and AES-256 at rest.