chat2data

Chat2Data is a tool that uses AI to facilitate interaction with your MySQL, PostgreSQL, SQLite3 databases.

Feature

• 🗣 Easy Interaction: Chat2Data lets you chat with your databases, making it intuitive to use.
• 🔗 Multiple Databases: It supports MySQL, PostgreSQL, SQLite3, and CSV files.
• 🐳 Docker Support: It provides a Docker image for easy deployment.
• 💻 CLI and Web UI: It offers both a command line and a web interface.
• ⚙️ Simple Installation: It's easy to install with Go command.
• 🧠 AI Integration: It leverages OpenAI API for advanced natural language processing.

Preview

Quick Run(Docker)

docker run --rm -it -e OPENAI_API_KEY=xxx bailu1901/chat2data --mysql=root:pwd@tcp(localhost:3306)/mydb

Install

• go >= 1.19

go install github.com/byebyebruce/chat2data/cmd/chat2data@latest

Run

1. Config environment variables
   • Use local .env file cp .env.template .env then edit it.
   • You can also use export OPENAI_API_KEY=xxx to specify the environment variables.
2. Run CLI(command line interface)
   • help chat2data --help
   • mysql chat2data --mysql=root:pwd@tcp(localhost:3306)/mydb
   • postgre chat2data --postgre=postgres://db_user:mysecretpassword@localhost:5438/test?sslmode=disable
   • sqlite3 chat2data --sqlite3=mytest.db
   • csv chat2data --csv=csvfile.csv or chat2data --csv=csvdir
   • with env OPENAI_API_KEY=xxx chat2data --mysql=root:pwd@tcp(localhost:3306)/mydb
3. Run Web UI

   • mysql chat2data --mysql="root:example@tcp(10.12.21.101:3306)/mydb" --web=8088

   • sqlite3 chat2data --sqlite3=./mytest.db --web=8088

Build by source

git clone github.com/byebyebruce/chat2data

• build binary

make build

• build docker image

docker build -t chat2data .

TODO

• Support Docker
• Support Postgre Database
• Support load csv
• Add Web ui
• Local vector database
• Doc QA

Change Log

Special Thanks

• 🦜️🔗 LangChain Go