From 1ad4c3905ed5f3ec632a796c8afbf0382a3d4133 Mon Sep 17 00:00:00 2001 From: "magic.chen" Date: Thu, 7 Mar 2024 11:59:03 +0800 Subject: [PATCH] docs: overview update & fix reference addr (#1263) --- README.md | 2 +- docs/docs/awel/awel.md | 2 +- docs/docs/overview.md | 15 +++++++++------ 3 files changed, 11 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index b356b7128..7a56bcfe2 100644 --- a/README.md +++ b/README.md @@ -131,7 +131,7 @@ As of October 10, 2023, through the fine-tuning of an open-source model with 13 - [**Advanced Usage**](https://docs.dbgpt.site/docs/application/advanced_tutorial/cli) - [SMMF](https://docs.dbgpt.site/docs/application/advanced_tutorial/smmf) - [Finetune](https://docs.dbgpt.site/docs/application/fine_tuning_manual/dbgpt_hub) - - [AWEL](https://docs.dbgpt.site/docs/awel/get_started) + - [AWEL](https://docs.dbgpt.site/docs/latest/awel/tutorial) ## Features diff --git a/docs/docs/awel/awel.md b/docs/docs/awel/awel.md index ba90dcbe6..307990d8a 100644 --- a/docs/docs/awel/awel.md +++ b/docs/docs/awel/awel.md @@ -123,7 +123,7 @@ END; - BranchOperator - InputOperator - TriggerOperator -- ** Stream Operators** +- **Stream Operators** - StreamifyAbsOperator - UnstreamifyAbsOperator - TransformStreamAbsOperator diff --git a/docs/docs/overview.md b/docs/docs/overview.md index 01e46c119..94b3c957d 100644 --- a/docs/docs/overview.md +++ b/docs/docs/overview.md @@ -3,14 +3,13 @@ sidebar_position: 0 --- # Overview -DB-GPT is an **open-source framework for large language models(LLMs) in the databases fields**. It's purpose is to build infrastructure for the domain of large language models, making it easier and more convenient to develop applications around databases by developing various technical capabilities such as: -- **SMMF(Service-oriented Multi-model Management Framework)** -- **Text2SQL Fine-tuning** -- **RAG(Retrieval Augmented Generation) Framework and Optimization** -- **Data-Driven Agents Framework Collaboration** +🤖 **DB-GPT is an open source AI native data app development framework with AWEL(Agentic Workflow Expression Language) and agents**. -In the Data 3.0 era, enterprises/developers can build their own exclusive applications with less code based on LLMs and databases. +The purpose is to build infrastructure in the field of large models, through the development of multiple technical capabilities such as multi-model management (SMMF), Text2SQL effect optimization, RAG framework and optimization, Multi-Agents framework collaboration, AWEL (agent workflow orchestration), etc. Which makes large model applications with data simpler and more convenient. + + +🚀 **In the Data 3.0 era, based on models and databases, enterprises and developers can build their own bespoke applications with less code.**

@@ -47,12 +46,16 @@ In the Data 3.0 era, enterprises/developers can build their own exclusive applic | terminology | Description | |----------------------|---------------------------------------------------------------| |

`DB-GPT`
| DataBase Generative Pre-trained Transformer, an open source framework around databases and large language models | +|
`Data App`
| an intelligent Data application built on DB-GPT. | |
`Text2SQL/NL2SQL`
| Text to SQL uses large language model capabilities to generate SQL statements based on natural language, or provide explanations based on SQL statements | |
`KBQA`
| Knowledge-Based Q&A system | |
`GBI`
| Generative Business Intelligence, based on large language models and data analysis, provides business intelligence analysis and decision-making through dialogue | |
`LLMOps`
| A large language model operation framework that provides a standard end-to-end workflow for training, tuning, deploying, and monitoring LLM to accelerate application deployment of generated AI models | |
`Embedding`
| Methods to convert text, audio, video and other materials into vectors | |
`RAG`
| Retrieval Augmented Generation | +|
`AWEL`
| Agentic Workflow Expression Language, intelligent Workflow Expression Language +|
`AWEL Flow`
| workflow orchestration using the intelligent workflow Expression Language +|
`SMMF`
| a service-oriented multi-model management framework. ## Use Cases