hub / github.com/pingcap/autoflow

github.com/pingcap/autoflow @0.4.1 sqlite

repository ↗ · DeepWiki ↗ · release 0.4.1 ↗

2,121 symbols 7,943 edges 616 files 107 documented · 5%

README

AutoFlow

Introduction

AutoFlow is an open source graph rag (graphrag: knowledge graph rag) based knowledge base tool built on top of TiDB Vector and LlamaIndex and DSPy.

Live Demo: https://tidb.ai
Deployment Docs: Deployment Docs

Features

Perplexity-style Conversational Search page: Our platform features an advanced built-in website crawler, designed to elevate your browsing experience. This crawler effortlessly navigates official and documentation sites, ensuring comprehensive coverage and streamlined search processes through sitemap URL scraping.

Embeddable JavaScript Snippet: Integrate our conversational search window effortlessly into your website by copying and embedding a simple JavaScript code snippet. This widget, typically placed at the bottom right corner of your site, facilitates instant responses to product-related queries.

Deploy

Deploy with Docker Compose (with: 4 CPU cores and 8GB RAM)

Tech Stack

TiDB – Database to store chat history, vector, json, and analytic
LlamaIndex - RAG framework
DSPy - The framework for programming—not prompting—foundation models
Next.js – Framework
shadcn/ui - Design

Contributing

We welcome contributions from the community. If you are interested in contributing to the project, please read the Contributing Guidelines.

<img alt="Performance Stats of pingcap/autoflow - Last 28 days" src="https://next.ossinsight.io/widgets/official/compose-last-28-days-stats/thumbnail.png?repo_id=752946440&image_size=auto&color_scheme=light" width="655" height="auto">

License

AutoFlow is open-source under the Apache License, Version 2.0. You can find it here.

Contact

You can reach out to us on @TiDB_Developer on Twitter.

Extension points exported contracts — how you extend this code

FormSectionContextValues (Interface)

(no doc) [1 implementers]

frontend/app/src/components/form-sections.tsx

WidgetProps (Interface)

(no doc)

frontend/packages/widget-react/src/Widget.tsx

ReadonlyNetwork (Interface)

(no doc) [1 implementers]

frontend/app/src/components/graph/network/Network.ts

WidgetInstance (Interface)

(no doc)

frontend/packages/widget-react/src/Widget.tsx

Network (Interface)

(no doc) [1 implementers]

frontend/app/src/components/graph/network/Network.ts

CopyButtonProps (Interface)

(no doc)

frontend/app/src/components/copy-button.tsx

ColumnMeta (Interface)

(no doc)

frontend/app/src/components/data-table-remote.tsx

Core symbols most depended-on inside this repo

called by 275

frontend/app/src/lib/utils.ts

get

called by 118

backend/app/repositories/llm.py

requestUrl

called by 88

frontend/app/src/lib/request/url.ts

authenticationHeaders

called by 86

frontend/app/src/lib/request/authenticationHeaders.ts

add

called by 77

backend/app/rag/vector_store/tidb_vector_store.py

handleResponse

called by 68

frontend/app/src/lib/request/response-handlers.ts

must_get

called by 50

backend/app/repositories/llm.py

zodJsonDate

called by 39

frontend/app/src/lib/zod.ts

Shape

Function 999

Method 516

Class 302

Interface 187

Route 111

Enum 6

Languages

TypeScript51%

Python49%

Modules by API surface

frontend/app/src/components/graph/network/Network.ts52 symbols

backend/app/exceptions.py37 symbols

frontend/app/src/components/graph/network/NetworkRenderer.ts36 symbols

frontend/app/src/components/chat/chat-message-controller.ts30 symbols

backend/app/rag/chat.py27 symbols

frontend/app/src/components/chat/chat-controller.ts26 symbols

backend/app/repositories/knowledge_base.py26 symbols

frontend/app/src/api/evaluations.ts25 symbols

frontend/app/src/components/chat/chat-hooks.tsx24 symbols

backend/app/rag/knowledge_graph/graph_store/tidb_graph_store.py23 symbols

backend/app/api/admin_routes/knowledge_base/graph/routes.py22 symbols

backend/app/api/admin_routes/knowledge_base/routes.py20 symbols

Dependencies from manifests, versioned

@chromatic-com/storybook1.9.0 · 1×

@hookform/resolvers3.9.1 · 1×

@jest/globals29.7.0 · 1×

@next/third-parties15.1.0 · 1×

@playwright/test1.46.0 · 1×

@radix-ui/react-accordion1.2.1 · 1×

@radix-ui/react-alert-dialog1.1.2 · 1×

@radix-ui/react-aspect-ratio1.1.0 · 1×

@radix-ui/react-avatar1.1.1 · 1×

@radix-ui/react-checkbox1.1.2 · 1×

@radix-ui/react-collapsible1.1.1 · 1×

@radix-ui/react-context-menu2.2.2 · 1×

For agents

$ claude mcp add autoflow \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact