DB-GPT

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

24 articles 18.1k View on GitHub ↗
24 articles
How DB-GPT Handles SQL Injection Prevention in Generative Business Intelligence (GBI)

Learn how DB-GPT prevents SQL injection in Generative Business Intelligence using syntactic sanitization query parameterization API-key authentication and connection isolation.

security
Feb 23, 2026
How to Configure Ollama or Local LLM Backends for Offline DB-GPT Deployments

Configure Ollama or local LLM backends for offline DB-GPT deployments. Learn how to route LLM calls to local model servers using TOML config files for seamless integration.

how-to-guide
Feb 23, 2026
Testing Strategies for DB-GPT Custom Plugins and Operators: A Complete Guide

Learn DB-GPT testing strategies for custom plugins and operators. Discover unit, integration, and end-to-end tests to ensure your extensions function perfectly. A complete guide for eosphoros-ai/DB-GPT.

how-to-guide
Feb 23, 2026
How DB-GPT's Storage Layer Handles Metadata and Vector Database Integration

Discover how DB-GPTs dual-layer architecture separates metadata and vector embeddings using SQLAlchemy and pluggable similarity search for seamless vector database integration.

internals
Feb 23, 2026
How to Migrate from Older DB-GPT Versions to the v0.7+ Modular Architecture

Migrate to DB-GPT v0.7+ easily. Update configurations, import statements, and run database migrations with our clear guide for a seamless transition to the new modular architecture.

migration-guide
Feb 23, 2026
Common Performance Bottlenecks When Running DB‑GPT with Large Knowledge Bases: A Technical Deep‑Dive

Discover common DB-GPT performance bottlenecks with large knowledge bases like CPU-bound embedding generation and I/O blocking. Learn expert tips for optimization.

deep-dive
Feb 23, 2026
How to Use the DB‑GPT API to Integrate Chat Functionality into External Applications

Easily integrate chat into your apps using the DB-GPT API. Discover how to leverage its OpenAI-compatible endpoint with the Python SDK or HTTP requests for seamless chat functionality.

how-to-guide
Feb 23, 2026
Understanding the Model Adapter Pattern in DB-GPT: How to Add a New LLM Provider

Learn the DB-GPT model adapter pattern to easily add new LLM providers. Explore how to integrate custom LLMs by subclassing LLMModelAdapter and registering your implementation.

deep-dive
Feb 23, 2026
How DB-GPT Handles Prompt Templates: A Complete Guide to Creating Custom Prompts

Learn how DB-GPT handles prompt templates, storing them as database objects and offering SDK/API access to create and manage custom prompts.

how-to-guide
Feb 23, 2026
How to Deploy DB-GPT in Production with Docker and Configure Horizontal Scaling

Deploy DB-GPT in production using Docker. Learn to configure horizontal scaling with docker compose for your webserver service.

how-to-guide
Feb 23, 2026
Embedding Models in DB-GPT: Supported Providers and Configuration Guide

Explore supported embedding models in DB-GPT including HuggingFace OpenAI Azure and Ollama. Learn how to configure them using TOML or the Python SDK for your AI projects.

how-to-guide
Feb 23, 2026
How to Debug Text2SQL Generation in DB-GPT's Auto-Execute Mode: A Complete Guide

Debug Text2SQL generation in DB-GPT auto-execute mode by enabling verbose logging and tracing the pipeline. Isolate failures in schema retrieval, prompt construction, LLM generation, and output parsing.

how-to-guide
Feb 23, 2026

Have a question about this repo?

These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:

Share the following with your agent to get started:
curl -s "https://instagit.com/install.md"
Works with
Claude Codex Cursor VS Code OpenClaw Any MCP Client

Maintain an open-source project? Get it listed too →