Merge branch 'langgenius:main' into main
Aurelius Huang
10 months ago
committed by
GitHub
commit
fa34ef95e1
@ -1,5 +1,4 @@
|
||||
FROM mcr.microsoft.com/devcontainers/python:3.12
|
||||
|
||||
# [Optional] Uncomment this section to install additional OS packages.
|
||||
# RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
|
||||
# && apt-get -y install --no-install-recommends <your-package-list-here>
|
||||
RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \
|
||||
&& apt-get -y install libgmp-dev libmpfr-dev libmpc-dev
|
||||
|
||||
@ -1,3 +1,3 @@
|
||||
This file copied into the container along with environment.yml* from the parent
|
||||
folder. This file is included to prevents the Dockerfile COPY instruction from
|
||||
failing if no environment.yml is found.
|
||||
folder. This file is included to prevents the Dockerfile COPY instruction from
|
||||
failing if no environment.yml is found.
|
||||
|
||||
@ -1,3 +1,3 @@
|
||||
#!/bin/bash
|
||||
|
||||
cd api && poetry install
|
||||
cd api && uv sync
|
||||
|
||||
@ -1,5 +1,11 @@
|
||||
blank_issues_enabled: false
|
||||
contact_links:
|
||||
- name: "\U0001F4A1 Model Providers & Plugins"
|
||||
url: "https://github.com/langgenius/dify-official-plugins/issues/new/choose"
|
||||
about: Report issues with official plugins or model providers, you will need to provide the plugin version and other relevant details.
|
||||
- name: "\U0001F4AC Documentation Issues"
|
||||
url: "https://github.com/langgenius/dify-docs/issues/new"
|
||||
about: Report issues with the documentation, such as typos, outdated information, or missing content. Please provide the specific section and details of the issue.
|
||||
- name: "\U0001F4E7 Discussions"
|
||||
url: https://github.com/langgenius/dify/discussions/categories/general
|
||||
about: General discussions and request help from the community
|
||||
about: General discussions and seek help from the community
|
||||
|
||||
@ -1,36 +0,0 @@
|
||||
name: Setup Poetry and Python
|
||||
|
||||
inputs:
|
||||
python-version:
|
||||
description: Python version to use and the Poetry installed with
|
||||
required: true
|
||||
default: '3.11'
|
||||
poetry-version:
|
||||
description: Poetry version to set up
|
||||
required: true
|
||||
default: '2.0.1'
|
||||
poetry-lockfile:
|
||||
description: Path to the Poetry lockfile to restore cache from
|
||||
required: true
|
||||
default: ''
|
||||
|
||||
runs:
|
||||
using: composite
|
||||
steps:
|
||||
- name: Set up Python ${{ inputs.python-version }}
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: ${{ inputs.python-version }}
|
||||
cache: pip
|
||||
|
||||
- name: Install Poetry
|
||||
shell: bash
|
||||
run: pip install poetry==${{ inputs.poetry-version }}
|
||||
|
||||
- name: Restore Poetry cache
|
||||
if: ${{ inputs.poetry-lockfile != '' }}
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: ${{ inputs.python-version }}
|
||||
cache: poetry
|
||||
cache-dependency-path: ${{ inputs.poetry-lockfile }}
|
||||
@ -0,0 +1,34 @@
|
||||
name: Setup UV and Python
|
||||
|
||||
inputs:
|
||||
python-version:
|
||||
description: Python version to use and the UV installed with
|
||||
required: true
|
||||
default: '3.12'
|
||||
uv-version:
|
||||
description: UV version to set up
|
||||
required: true
|
||||
default: '~=0.7.11'
|
||||
uv-lockfile:
|
||||
description: Path to the UV lockfile to restore cache from
|
||||
required: true
|
||||
default: ''
|
||||
enable-cache:
|
||||
required: true
|
||||
default: true
|
||||
|
||||
runs:
|
||||
using: composite
|
||||
steps:
|
||||
- name: Set up Python ${{ inputs.python-version }}
|
||||
uses: actions/setup-python@v5
|
||||
with:
|
||||
python-version: ${{ inputs.python-version }}
|
||||
|
||||
- name: Install uv
|
||||
uses: astral-sh/setup-uv@v5
|
||||
with:
|
||||
version: ${{ inputs.uv-version }}
|
||||
python-version: ${{ inputs.python-version }}
|
||||
enable-cache: ${{ inputs.enable-cache }}
|
||||
cache-dependency-glob: ${{ inputs.uv-lockfile }}
|
||||
@ -0,0 +1,22 @@
|
||||
{
|
||||
"Verbose": false,
|
||||
"Debug": false,
|
||||
"IgnoreDefaults": false,
|
||||
"SpacesAfterTabs": false,
|
||||
"NoColor": false,
|
||||
"Exclude": [
|
||||
"^web/public/vs/",
|
||||
"^web/public/pdf.worker.min.mjs$",
|
||||
"web/app/components/base/icons/src/vender/"
|
||||
],
|
||||
"AllowedContentTypes": [],
|
||||
"PassedFiles": [],
|
||||
"Disable": {
|
||||
"EndOfLine": false,
|
||||
"Indentation": false,
|
||||
"IndentSize": true,
|
||||
"InsertFinalNewline": false,
|
||||
"TrimTrailingWhitespace": false,
|
||||
"MaxLineLength": false
|
||||
}
|
||||
}
|
||||
@ -0,0 +1,28 @@
|
||||
name: Deploy RAG Dev
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
on:
|
||||
workflow_run:
|
||||
workflows: ["Build and Push API & Web"]
|
||||
branches:
|
||||
- "deploy/rag-dev"
|
||||
types:
|
||||
- completed
|
||||
|
||||
jobs:
|
||||
deploy:
|
||||
runs-on: ubuntu-latest
|
||||
if: |
|
||||
github.event.workflow_run.conclusion == 'success' &&
|
||||
github.event.workflow_run.head_branch == 'deploy/rag-dev'
|
||||
steps:
|
||||
- name: Deploy to server
|
||||
uses: appleboy/ssh-action@v0.1.8
|
||||
with:
|
||||
host: ${{ secrets.RAG_SSH_HOST }}
|
||||
username: ${{ secrets.SSH_USER }}
|
||||
key: ${{ secrets.SSH_PRIVATE_KEY }}
|
||||
script: |
|
||||
${{ vars.SSH_SCRIPT || secrets.SSH_SCRIPT }}
|
||||
@ -0,0 +1,14 @@
|
||||
# Debugging with VS Code
|
||||
|
||||
This `launch.json.template` file provides various debug configurations for the Dify project within VS Code / Cursor. To use these configurations, you should copy the contents of this file into a new file named `launch.json` in the same `.vscode` directory.
|
||||
|
||||
## How to Use
|
||||
|
||||
1. **Create `launch.json`**: If you don't have one, create a file named `launch.json` inside the `.vscode` directory.
|
||||
2. **Copy Content**: Copy the entire content from `launch.json.template` into your newly created `launch.json` file.
|
||||
3. **Select Debug Configuration**: Go to the Run and Debug view in VS Code / Cursor (Ctrl+Shift+D or Cmd+Shift+D).
|
||||
4. **Start Debugging**: Select the desired configuration from the dropdown menu and click the green play button.
|
||||
|
||||
## Tips
|
||||
|
||||
- If you need to debug with Edge browser instead of Chrome, modify the `serverReadyAction` configuration in the "Next.js: debug full stack" section, change `"debugWithChrome"` to `"debugWithEdge"` to use Microsoft Edge for debugging.
|
||||
@ -0,0 +1,68 @@
|
||||
{
|
||||
"version": "0.2.0",
|
||||
"configurations": [
|
||||
{
|
||||
"name": "Python: Flask API",
|
||||
"type": "debugpy",
|
||||
"request": "launch",
|
||||
"module": "flask",
|
||||
"env": {
|
||||
"FLASK_APP": "app.py",
|
||||
"FLASK_ENV": "development",
|
||||
"GEVENT_SUPPORT": "True"
|
||||
},
|
||||
"args": [
|
||||
"run",
|
||||
"--host=0.0.0.0",
|
||||
"--port=5001",
|
||||
"--no-debugger",
|
||||
"--no-reload"
|
||||
],
|
||||
"jinja": true,
|
||||
"justMyCode": true,
|
||||
"cwd": "${workspaceFolder}/api",
|
||||
"python": "${workspaceFolder}/api/.venv/bin/python"
|
||||
},
|
||||
{
|
||||
"name": "Python: Celery Worker (Solo)",
|
||||
"type": "debugpy",
|
||||
"request": "launch",
|
||||
"module": "celery",
|
||||
"env": {
|
||||
"GEVENT_SUPPORT": "True"
|
||||
},
|
||||
"args": [
|
||||
"-A",
|
||||
"app.celery",
|
||||
"worker",
|
||||
"-P",
|
||||
"solo",
|
||||
"-c",
|
||||
"1",
|
||||
"-Q",
|
||||
"dataset,generation,mail,ops_trace",
|
||||
"--loglevel",
|
||||
"INFO"
|
||||
],
|
||||
"justMyCode": false,
|
||||
"cwd": "${workspaceFolder}/api",
|
||||
"python": "${workspaceFolder}/api/.venv/bin/python"
|
||||
},
|
||||
{
|
||||
"name": "Next.js: debug full stack",
|
||||
"type": "node",
|
||||
"request": "launch",
|
||||
"program": "${workspaceFolder}/web/node_modules/next/dist/bin/next",
|
||||
"runtimeArgs": ["--inspect"],
|
||||
"skipFiles": ["<node_internals>/**"],
|
||||
"serverReadyAction": {
|
||||
"action": "debugWithChrome",
|
||||
"killOnServerStop": true,
|
||||
"pattern": "- Local:.+(https?://.+)",
|
||||
"uriFormat": "%s",
|
||||
"webRoot": "${workspaceFolder}/web"
|
||||
},
|
||||
"cwd": "${workspaceFolder}/web"
|
||||
}
|
||||
]
|
||||
}
|
||||
@ -1,259 +1,264 @@
|
||||
|
||||
|
||||
<p align="center">
|
||||
📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Predstavljamo nalaganje datotek Dify Workflow: znova ustvarite Google NotebookLM Podcast</a>
|
||||
</p>
|
||||
|
||||
<p align="center">
|
||||
<a href="https://cloud.dify.ai">Dify Cloud</a> ·
|
||||
<a href="https://docs.dify.ai/getting-started/install-self-hosted">Samostojno gostovanje</a> ·
|
||||
<a href="https://docs.dify.ai">Dokumentacija</a> ·
|
||||
<a href="https://udify.app/chat/22L1zSxg6yW1cWQg">Povpraševanje za podjetja</a>
|
||||
</p>
|
||||
|
||||
<p align="center">
|
||||
<a href="https://dify.ai" target="_blank">
|
||||
<img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
|
||||
<a href="https://dify.ai/pricing" target="_blank">
|
||||
<img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
|
||||
<a href="https://discord.gg/FngNHpbcY7" target="_blank">
|
||||
<img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
|
||||
alt="chat on Discord"></a>
|
||||
<a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
|
||||
<img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
|
||||
alt="follow on X(Twitter)"></a>
|
||||
<a href="https://www.linkedin.com/company/langgenius/" target="_blank">
|
||||
<img src="https://custom-icon-badges.demolab.com/badge/LinkedIn-0A66C2?logo=linkedin-white&logoColor=fff"
|
||||
alt="follow on LinkedIn"></a>
|
||||
<a href="https://hub.docker.com/u/langgenius" target="_blank">
|
||||
<img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
|
||||
<a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
|
||||
<img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
|
||||
<a href="https://github.com/langgenius/dify/" target="_blank">
|
||||
<img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
|
||||
<a href="https://github.com/langgenius/dify/discussions/" target="_blank">
|
||||
<img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
|
||||
</p>
|
||||
|
||||
<p align="center">
|
||||
<a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
|
||||
<a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
|
||||
<a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
|
||||
<a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
|
||||
<a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
|
||||
<a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
|
||||
<a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
|
||||
<a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
|
||||
<a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
|
||||
<a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
|
||||
<a href="./README_SI.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
|
||||
<a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
|
||||
</p>
|
||||
|
||||
|
||||
Dify je odprtokodna platforma za razvoj aplikacij LLM. Njegov intuitivni vmesnik združuje agentski potek dela z umetno inteligenco, cevovod RAG, zmogljivosti agentov, upravljanje modelov, funkcije opazovanja in več, kar vam omogoča hiter prehod od prototipa do proizvodnje.
|
||||
|
||||
## Hitri začetek
|
||||
> Preden namestite Dify, se prepričajte, da vaša naprava izpolnjuje naslednje minimalne sistemske zahteve:
|
||||
>
|
||||
>- CPU >= 2 Core
|
||||
>- RAM >= 4 GiB
|
||||
|
||||
</br>
|
||||
|
||||
Najlažji način za zagon strežnika Dify je prek docker compose . Preden zaženete Dify z naslednjimi ukazi, se prepričajte, da sta Docker in Docker Compose nameščena na vašem računalniku:
|
||||
|
||||
```bash
|
||||
cd dify
|
||||
cd docker
|
||||
cp .env.example .env
|
||||
docker compose up -d
|
||||
```
|
||||
|
||||
Po zagonu lahko dostopate do nadzorne plošče Dify v brskalniku na [http://localhost/install](http://localhost/install) in začnete postopek inicializacije.
|
||||
|
||||
#### Iskanje pomoči
|
||||
Prosimo, glejte naša pogosta vprašanja [FAQ](https://docs.dify.ai/getting-started/install-self-hosted/faqs) če naletite na težave pri nastavitvi Dify. Če imate še vedno težave, se obrnite na [skupnost ali nas](#community--contact).
|
||||
|
||||
> Če želite prispevati k Difyju ali narediti dodaten razvoj, glejte naš vodnik za [uvajanje iz izvorne kode](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
|
||||
|
||||
## Ključne značilnosti
|
||||
**1. Potek dela**:
|
||||
Zgradite in preizkusite zmogljive poteke dela AI na vizualnem platnu, pri čemer izkoristite vse naslednje funkcije in več.
|
||||
|
||||
|
||||
https://github.com/langgenius/dify/assets/13230914/356df23e-1604-483d-80a6-9517ece318aa
|
||||
|
||||
|
||||
|
||||
**2. Celovita podpora za modele**:
|
||||
Brezhibna integracija s stotinami lastniških/odprtokodnih LLM-jev ducatov ponudnikov sklepanja in samostojnih rešitev, ki pokrivajo GPT, Mistral, Llama3 in vse modele, združljive z API-jem OpenAI. Celoten seznam podprtih ponudnikov modelov najdete [tukaj](https://docs.dify.ai/getting-started/readme/model-providers).
|
||||
|
||||
|
||||
|
||||
|
||||
**3. Prompt IDE**:
|
||||
intuitivni vmesnik za ustvarjanje pozivov, primerjavo zmogljivosti modela in dodajanje dodatnih funkcij, kot je pretvorba besedila v govor, aplikaciji, ki temelji na klepetu.
|
||||
|
||||
**4. RAG Pipeline**:
|
||||
E Obsežne zmogljivosti RAG, ki pokrivajo vse od vnosa dokumenta do priklica, s podporo za ekstrakcijo besedila iz datotek PDF, PPT in drugih običajnih formatov dokumentov.
|
||||
|
||||
**5. Agent capabilities**:
|
||||
definirate lahko agente, ki temeljijo na klicanju funkcij LLM ali ReAct, in dodate vnaprej izdelana orodja ali orodja po meri za agenta. Dify ponuja več kot 50 vgrajenih orodij za agente AI, kot so Google Search, DALL·E, Stable Diffusion in WolframAlpha.
|
||||
|
||||
**6. LLMOps**:
|
||||
Spremljajte in analizirajte dnevnike aplikacij in učinkovitost skozi čas. Pozive, nabore podatkov in modele lahko nenehno izboljšujete na podlagi proizvodnih podatkov in opomb.
|
||||
|
||||
**7. Backend-as-a-Service**:
|
||||
AVse ponudbe Difyja so opremljene z ustreznimi API-ji, tako da lahko Dify brez težav integrirate v svojo poslovno logiko.
|
||||
|
||||
## Primerjava Funkcij
|
||||
|
||||
<table style="width: 100%;">
|
||||
<tr>
|
||||
<th align="center">Funkcija</th>
|
||||
<th align="center">Dify.AI</th>
|
||||
<th align="center">LangChain</th>
|
||||
<th align="center">Flowise</th>
|
||||
<th align="center">OpenAI Assistants API</th>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Programski pristop</td>
|
||||
<td align="center">API + usmerjeno v aplikacije</td>
|
||||
<td align="center">Python koda</td>
|
||||
<td align="center">Usmerjeno v aplikacije</td>
|
||||
<td align="center">Usmerjeno v API</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Podprti LLM-ji</td>
|
||||
<td align="center">Bogata izbira</td>
|
||||
<td align="center">Bogata izbira</td>
|
||||
<td align="center">Bogata izbira</td>
|
||||
<td align="center">Samo OpenAI</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">RAG pogon</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Agent</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">✅</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Potek dela</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Spremljanje</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">❌</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Funkcija za podjetja (SSO/nadzor dostopa)</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">❌</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Lokalna namestitev</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
</tr>
|
||||
</table>
|
||||
|
||||
## Uporaba Dify
|
||||
|
||||
- **Cloud </br>**
|
||||
Gostimo storitev Dify Cloud za vsakogar, ki jo lahko preizkusite brez nastavitev. Zagotavlja vse zmožnosti različice za samostojno namestitev in vključuje 200 brezplačnih klicev GPT-4 v načrtu peskovnika.
|
||||
|
||||
- **Self-hosting Dify Community Edition</br>**
|
||||
Hitro zaženite Dify v svojem okolju s tem [začetnim vodnikom](#quick-start) . Za dodatne reference in podrobnejša navodila uporabite našo [dokumentacijo](https://docs.dify.ai) .
|
||||
|
||||
|
||||
- **Dify za podjetja/organizacije</br>**
|
||||
Ponujamo dodatne funkcije, osredotočene na podjetja. Zabeležite svoja vprašanja prek tega klepetalnega robota ali nam pošljite e-pošto, da se pogovorimo o potrebah podjetja. </br>
|
||||
> Za novoustanovljena podjetja in mala podjetja, ki uporabljajo AWS, si oglejte Dify Premium na AWS Marketplace in ga z enim klikom uvedite v svoj AWS VPC. To je cenovno ugodna ponudba AMI z možnostjo ustvarjanja aplikacij z logotipom in blagovno znamko po meri.
|
||||
|
||||
|
||||
## Staying ahead
|
||||
|
||||
Star Dify on GitHub and be instantly notified of new releases.
|
||||
|
||||
|
||||
|
||||
|
||||
## Napredne nastavitve
|
||||
|
||||
Če morate prilagoditi konfiguracijo, si oglejte komentarje v naši datoteki .env.example in posodobite ustrezne vrednosti v svoji .env datoteki. Poleg tega boste morda morali prilagoditi docker-compose.yamlsamo datoteko, na primer spremeniti različice slike, preslikave vrat ali namestitve nosilca, glede na vaše specifično okolje in zahteve za uvajanje. Po kakršnih koli spremembah ponovno zaženite docker-compose up -d. Celoten seznam razpoložljivih spremenljivk okolja najdete tukaj .
|
||||
|
||||
Če želite konfigurirati visoko razpoložljivo nastavitev, so na voljo Helm Charts in datoteke YAML, ki jih prispeva skupnost, ki omogočajo uvedbo Difyja v Kubernetes.
|
||||
|
||||
- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
|
||||
- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
|
||||
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
|
||||
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
|
||||
|
||||
#### Uporaba Terraform za uvajanje
|
||||
|
||||
namestite Dify v Cloud Platform z enim klikom z uporabo [terraform](https://www.terraform.io/)
|
||||
|
||||
##### Azure Global
|
||||
- [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
|
||||
|
||||
##### Google Cloud
|
||||
- [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
|
||||
|
||||
#### Uporaba AWS CDK za uvajanje
|
||||
|
||||
Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
|
||||
|
||||
##### AWS
|
||||
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
|
||||
|
||||
## Prispevam
|
||||
|
||||
Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah.
|
||||
|
||||
|
||||
|
||||
> Iščemo sodelavce za pomoč pri prevajanju Difyja v jezike, ki niso mandarinščina ali angleščina. Če želite pomagati, si oglejte i18n README za več informacij in nam pustite komentar v global-userskanalu našega strežnika skupnosti Discord .
|
||||
|
||||
## Skupnost in stik
|
||||
|
||||
* [Github Discussion](https://github.com/langgenius/dify/discussions). Najboljše za: izmenjavo povratnih informacij in postavljanje vprašanj.
|
||||
* [GitHub Issues](https://github.com/langgenius/dify/issues). Najboljše za: hrošče, na katere naletite pri uporabi Dify.AI, in predloge funkcij. Oglejte si naš [vodnik za prispevke](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
|
||||
* [Discord](https://discord.gg/FngNHpbcY7). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
|
||||
* [X(Twitter)](https://twitter.com/dify_ai). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
|
||||
|
||||
**Contributors**
|
||||
|
||||
<a href="https://github.com/langgenius/dify/graphs/contributors">
|
||||
<img src="https://contrib.rocks/image?repo=langgenius/dify" />
|
||||
</a>
|
||||
|
||||
## Star history
|
||||
|
||||
[](https://star-history.com/#langgenius/dify&Date)
|
||||
|
||||
|
||||
## Varnostno razkritje
|
||||
|
||||
Zaradi zaščite vaše zasebnosti se izogibajte objavljanju varnostnih vprašanj na GitHub. Namesto tega pošljite vprašanja na security@dify.ai in zagotovili vam bomo podrobnejši odgovor.
|
||||
|
||||
## Licenca
|
||||
|
||||
To skladišče je na voljo pod [odprtokodno licenco Dify](LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.
|
||||
|
||||
|
||||
<p align="center">
|
||||
📌 <a href="https://dify.ai/blog/introducing-dify-workflow-file-upload-a-demo-on-ai-podcast">Predstavljamo nalaganje datotek Dify Workflow: znova ustvarite Google NotebookLM Podcast</a>
|
||||
</p>
|
||||
|
||||
<p align="center">
|
||||
<a href="https://cloud.dify.ai">Dify Cloud</a> ·
|
||||
<a href="https://docs.dify.ai/getting-started/install-self-hosted">Samostojno gostovanje</a> ·
|
||||
<a href="https://docs.dify.ai">Dokumentacija</a> ·
|
||||
<a href="https://dify.ai/pricing">Pregled ponudb izdelkov Dify</a>
|
||||
</p>
|
||||
|
||||
<p align="center">
|
||||
<a href="https://dify.ai" target="_blank">
|
||||
<img alt="Static Badge" src="https://img.shields.io/badge/Product-F04438"></a>
|
||||
<a href="https://dify.ai/pricing" target="_blank">
|
||||
<img alt="Static Badge" src="https://img.shields.io/badge/free-pricing?logo=free&color=%20%23155EEF&label=pricing&labelColor=%20%23528bff"></a>
|
||||
<a href="https://discord.gg/FngNHpbcY7" target="_blank">
|
||||
<img src="https://img.shields.io/discord/1082486657678311454?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb"
|
||||
alt="chat on Discord"></a>
|
||||
<a href="https://twitter.com/intent/follow?screen_name=dify_ai" target="_blank">
|
||||
<img src="https://img.shields.io/twitter/follow/dify_ai?logo=X&color=%20%23f5f5f5"
|
||||
alt="follow on X(Twitter)"></a>
|
||||
<a href="https://www.linkedin.com/company/langgenius/" target="_blank">
|
||||
<img src="https://custom-icon-badges.demolab.com/badge/LinkedIn-0A66C2?logo=linkedin-white&logoColor=fff"
|
||||
alt="follow on LinkedIn"></a>
|
||||
<a href="https://hub.docker.com/u/langgenius" target="_blank">
|
||||
<img alt="Docker Pulls" src="https://img.shields.io/docker/pulls/langgenius/dify-web?labelColor=%20%23FDB062&color=%20%23f79009"></a>
|
||||
<a href="https://github.com/langgenius/dify/graphs/commit-activity" target="_blank">
|
||||
<img alt="Commits last month" src="https://img.shields.io/github/commit-activity/m/langgenius/dify?labelColor=%20%2332b583&color=%20%2312b76a"></a>
|
||||
<a href="https://github.com/langgenius/dify/" target="_blank">
|
||||
<img alt="Issues closed" src="https://img.shields.io/github/issues-search?query=repo%3Alanggenius%2Fdify%20is%3Aclosed&label=issues%20closed&labelColor=%20%237d89b0&color=%20%235d6b98"></a>
|
||||
<a href="https://github.com/langgenius/dify/discussions/" target="_blank">
|
||||
<img alt="Discussion posts" src="https://img.shields.io/github/discussions/langgenius/dify?labelColor=%20%239b8afb&color=%20%237a5af8"></a>
|
||||
</p>
|
||||
|
||||
<p align="center">
|
||||
<a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-d9d9d9"></a>
|
||||
<a href="./README_CN.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-d9d9d9"></a>
|
||||
<a href="./README_JA.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-d9d9d9"></a>
|
||||
<a href="./README_ES.md"><img alt="README en Español" src="https://img.shields.io/badge/Español-d9d9d9"></a>
|
||||
<a href="./README_FR.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-d9d9d9"></a>
|
||||
<a href="./README_KL.md"><img alt="README tlhIngan Hol" src="https://img.shields.io/badge/Klingon-d9d9d9"></a>
|
||||
<a href="./README_KR.md"><img alt="README in Korean" src="https://img.shields.io/badge/한국어-d9d9d9"></a>
|
||||
<a href="./README_AR.md"><img alt="README بالعربية" src="https://img.shields.io/badge/العربية-d9d9d9"></a>
|
||||
<a href="./README_TR.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-d9d9d9"></a>
|
||||
<a href="./README_VI.md"><img alt="README Tiếng Việt" src="https://img.shields.io/badge/Ti%E1%BA%BFng%20Vi%E1%BB%87t-d9d9d9"></a>
|
||||
<a href="./README_SI.md"><img alt="README Slovenščina" src="https://img.shields.io/badge/Sloven%C5%A1%C4%8Dina-d9d9d9"></a>
|
||||
<a href="./README_BN.md"><img alt="README in বাংলা" src="https://img.shields.io/badge/বাংলা-d9d9d9"></a>
|
||||
</p>
|
||||
|
||||
|
||||
Dify je odprtokodna platforma za razvoj aplikacij LLM. Njegov intuitivni vmesnik združuje agentski potek dela z umetno inteligenco, cevovod RAG, zmogljivosti agentov, upravljanje modelov, funkcije opazovanja in več, kar vam omogoča hiter prehod od prototipa do proizvodnje.
|
||||
|
||||
## Hitri začetek
|
||||
> Preden namestite Dify, se prepričajte, da vaša naprava izpolnjuje naslednje minimalne sistemske zahteve:
|
||||
>
|
||||
>- CPU >= 2 Core
|
||||
>- RAM >= 4 GiB
|
||||
|
||||
</br>
|
||||
|
||||
Najlažji način za zagon strežnika Dify je prek docker compose . Preden zaženete Dify z naslednjimi ukazi, se prepričajte, da sta Docker in Docker Compose nameščena na vašem računalniku:
|
||||
|
||||
```bash
|
||||
cd dify
|
||||
cd docker
|
||||
cp .env.example .env
|
||||
docker compose up -d
|
||||
```
|
||||
|
||||
Po zagonu lahko dostopate do nadzorne plošče Dify v brskalniku na [http://localhost/install](http://localhost/install) in začnete postopek inicializacije.
|
||||
|
||||
#### Iskanje pomoči
|
||||
Prosimo, glejte naša pogosta vprašanja [FAQ](https://docs.dify.ai/getting-started/install-self-hosted/faqs) če naletite na težave pri nastavitvi Dify. Če imate še vedno težave, se obrnite na [skupnost ali nas](#community--contact).
|
||||
|
||||
> Če želite prispevati k Difyju ali narediti dodaten razvoj, glejte naš vodnik za [uvajanje iz izvorne kode](https://docs.dify.ai/getting-started/install-self-hosted/local-source-code)
|
||||
|
||||
## Ključne značilnosti
|
||||
**1. Potek dela**:
|
||||
Zgradite in preizkusite zmogljive poteke dela AI na vizualnem platnu, pri čemer izkoristite vse naslednje funkcije in več.
|
||||
|
||||
**2. Celovita podpora za modele**:
|
||||
Brezhibna integracija s stotinami lastniških/odprtokodnih LLM-jev ducatov ponudnikov sklepanja in samostojnih rešitev, ki pokrivajo GPT, Mistral, Llama3 in vse modele, združljive z API-jem OpenAI. Celoten seznam podprtih ponudnikov modelov najdete [tukaj](https://docs.dify.ai/getting-started/readme/model-providers).
|
||||
|
||||
|
||||
|
||||
|
||||
**3. Prompt IDE**:
|
||||
intuitivni vmesnik za ustvarjanje pozivov, primerjavo zmogljivosti modela in dodajanje dodatnih funkcij, kot je pretvorba besedila v govor, aplikaciji, ki temelji na klepetu.
|
||||
|
||||
**4. RAG Pipeline**:
|
||||
E Obsežne zmogljivosti RAG, ki pokrivajo vse od vnosa dokumenta do priklica, s podporo za ekstrakcijo besedila iz datotek PDF, PPT in drugih običajnih formatov dokumentov.
|
||||
|
||||
**5. Agent capabilities**:
|
||||
definirate lahko agente, ki temeljijo na klicanju funkcij LLM ali ReAct, in dodate vnaprej izdelana orodja ali orodja po meri za agenta. Dify ponuja več kot 50 vgrajenih orodij za agente AI, kot so Google Search, DALL·E, Stable Diffusion in WolframAlpha.
|
||||
|
||||
**6. LLMOps**:
|
||||
Spremljajte in analizirajte dnevnike aplikacij in učinkovitost skozi čas. Pozive, nabore podatkov in modele lahko nenehno izboljšujete na podlagi proizvodnih podatkov in opomb.
|
||||
|
||||
**7. Backend-as-a-Service**:
|
||||
AVse ponudbe Difyja so opremljene z ustreznimi API-ji, tako da lahko Dify brez težav integrirate v svojo poslovno logiko.
|
||||
|
||||
## Primerjava Funkcij
|
||||
|
||||
<table style="width: 100%;">
|
||||
<tr>
|
||||
<th align="center">Funkcija</th>
|
||||
<th align="center">Dify.AI</th>
|
||||
<th align="center">LangChain</th>
|
||||
<th align="center">Flowise</th>
|
||||
<th align="center">OpenAI Assistants API</th>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Programski pristop</td>
|
||||
<td align="center">API + usmerjeno v aplikacije</td>
|
||||
<td align="center">Python koda</td>
|
||||
<td align="center">Usmerjeno v aplikacije</td>
|
||||
<td align="center">Usmerjeno v API</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Podprti LLM-ji</td>
|
||||
<td align="center">Bogata izbira</td>
|
||||
<td align="center">Bogata izbira</td>
|
||||
<td align="center">Bogata izbira</td>
|
||||
<td align="center">Samo OpenAI</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">RAG pogon</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Agent</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">✅</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Potek dela</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Spremljanje</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">❌</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Funkcija za podjetja (SSO/nadzor dostopa)</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">❌</td>
|
||||
<td align="center">❌</td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td align="center">Lokalna namestitev</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">✅</td>
|
||||
<td align="center">❌</td>
|
||||
</tr>
|
||||
</table>
|
||||
|
||||
## Uporaba Dify
|
||||
|
||||
- **Cloud </br>**
|
||||
Gostimo storitev Dify Cloud za vsakogar, ki jo lahko preizkusite brez nastavitev. Zagotavlja vse zmožnosti različice za samostojno namestitev in vključuje 200 brezplačnih klicev GPT-4 v načrtu peskovnika.
|
||||
|
||||
- **Self-hosting Dify Community Edition</br>**
|
||||
Hitro zaženite Dify v svojem okolju s tem [začetnim vodnikom](#quick-start) . Za dodatne reference in podrobnejša navodila uporabite našo [dokumentacijo](https://docs.dify.ai) .
|
||||
|
||||
|
||||
- **Dify za podjetja/organizacije</br>**
|
||||
Ponujamo dodatne funkcije, osredotočene na podjetja. Zabeležite svoja vprašanja prek tega klepetalnega robota ali nam pošljite e-pošto, da se pogovorimo o potrebah podjetja. </br>
|
||||
> Za novoustanovljena podjetja in mala podjetja, ki uporabljajo AWS, si oglejte Dify Premium na AWS Marketplace in ga z enim klikom uvedite v svoj AWS VPC. To je cenovno ugodna ponudba AMI z možnostjo ustvarjanja aplikacij z logotipom in blagovno znamko po meri.
|
||||
|
||||
|
||||
## Staying ahead
|
||||
|
||||
Star Dify on GitHub and be instantly notified of new releases.
|
||||
|
||||
|
||||
|
||||
|
||||
## Napredne nastavitve
|
||||
|
||||
Če morate prilagoditi konfiguracijo, si oglejte komentarje v naši datoteki .env.example in posodobite ustrezne vrednosti v svoji .env datoteki. Poleg tega boste morda morali prilagoditi docker-compose.yamlsamo datoteko, na primer spremeniti različice slike, preslikave vrat ali namestitve nosilca, glede na vaše specifično okolje in zahteve za uvajanje. Po kakršnih koli spremembah ponovno zaženite docker-compose up -d. Celoten seznam razpoložljivih spremenljivk okolja najdete tukaj .
|
||||
|
||||
Če želite konfigurirati visoko razpoložljivo nastavitev, so na voljo Helm Charts in datoteke YAML, ki jih prispeva skupnost, ki omogočajo uvedbo Difyja v Kubernetes.
|
||||
|
||||
- [Helm Chart by @LeoQuote](https://github.com/douban/charts/tree/master/charts/dify)
|
||||
- [Helm Chart by @BorisPolonsky](https://github.com/BorisPolonsky/dify-helm)
|
||||
- [YAML file by @Winson-030](https://github.com/Winson-030/dify-kubernetes)
|
||||
- [YAML file by @wyy-holding](https://github.com/wyy-holding/dify-k8s)
|
||||
- [🚀 NEW! YAML files (Supports Dify v1.6.0) by @Zhoneym](https://github.com/Zhoneym/DifyAI-Kubernetes)
|
||||
|
||||
#### Uporaba Terraform za uvajanje
|
||||
|
||||
namestite Dify v Cloud Platform z enim klikom z uporabo [terraform](https://www.terraform.io/)
|
||||
|
||||
##### Azure Global
|
||||
- [Azure Terraform by @nikawang](https://github.com/nikawang/dify-azure-terraform)
|
||||
|
||||
##### Google Cloud
|
||||
- [Google Cloud Terraform by @sotazum](https://github.com/DeNA/dify-google-cloud-terraform)
|
||||
|
||||
#### Uporaba AWS CDK za uvajanje
|
||||
|
||||
Uvedite Dify v AWS z uporabo [CDK](https://aws.amazon.com/cdk/)
|
||||
|
||||
##### AWS
|
||||
- [AWS CDK by @KevinZhao](https://github.com/aws-samples/solution-for-deploying-dify-on-aws)
|
||||
|
||||
#### Alibaba Cloud
|
||||
|
||||
[Alibaba Cloud Computing Nest](https://computenest.console.aliyun.com/service/instance/create/default?type=user&ServiceName=Dify%E7%A4%BE%E5%8C%BA%E7%89%88)
|
||||
|
||||
#### Alibaba Cloud Data Management
|
||||
|
||||
Z enim klikom namestite Dify na Alibaba Cloud z [Alibaba Cloud Data Management](https://www.alibabacloud.com/help/en/dms/dify-in-invitational-preview/)
|
||||
|
||||
|
||||
## Prispevam
|
||||
|
||||
Za tiste, ki bi radi prispevali kodo, si oglejte naš vodnik za prispevke . Hkrati vas prosimo, da podprete Dify tako, da ga delite na družbenih medijih ter na dogodkih in konferencah.
|
||||
|
||||
|
||||
|
||||
> Iščemo sodelavce za pomoč pri prevajanju Difyja v jezike, ki niso mandarinščina ali angleščina. Če želite pomagati, si oglejte i18n README za več informacij in nam pustite komentar v global-userskanalu našega strežnika skupnosti Discord .
|
||||
|
||||
## Skupnost in stik
|
||||
|
||||
* [GitHub Discussion](https://github.com/langgenius/dify/discussions). Najboljše za: izmenjavo povratnih informacij in postavljanje vprašanj.
|
||||
* [GitHub Issues](https://github.com/langgenius/dify/issues). Najboljše za: hrošče, na katere naletite pri uporabi Dify.AI, in predloge funkcij. Oglejte si naš [vodnik za prispevke](https://github.com/langgenius/dify/blob/main/CONTRIBUTING.md).
|
||||
* [Discord](https://discord.gg/FngNHpbcY7). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
|
||||
* [X(Twitter)](https://twitter.com/dify_ai). Najboljše za: deljenje vaših aplikacij in druženje s skupnostjo.
|
||||
|
||||
**Contributors**
|
||||
|
||||
<a href="https://github.com/langgenius/dify/graphs/contributors">
|
||||
<img src="https://contrib.rocks/image?repo=langgenius/dify" />
|
||||
</a>
|
||||
|
||||
## Star history
|
||||
|
||||
[](https://star-history.com/#langgenius/dify&Date)
|
||||
|
||||
|
||||
## Varnostno razkritje
|
||||
|
||||
Zaradi zaščite vaše zasebnosti se izogibajte objavljanju varnostnih vprašanj na GitHub. Namesto tega pošljite vprašanja na security@dify.ai in zagotovili vam bomo podrobnejši odgovor.
|
||||
|
||||
## Licenca
|
||||
|
||||
To skladišče je na voljo pod [odprtokodno licenco Dify](LICENSE) , ki je v bistvu Apache 2.0 z nekaj dodatnimi omejitvami.
|
||||
|
||||
@ -0,0 +1,25 @@
|
||||
from typing import Optional
|
||||
|
||||
from pydantic import Field
|
||||
from pydantic_settings import BaseSettings
|
||||
|
||||
|
||||
class HuaweiCloudConfig(BaseSettings):
|
||||
"""
|
||||
Configuration settings for Huawei cloud search service
|
||||
"""
|
||||
|
||||
HUAWEI_CLOUD_HOSTS: Optional[str] = Field(
|
||||
description="Hostname or IP address of the Huawei cloud search service instance",
|
||||
default=None,
|
||||
)
|
||||
|
||||
HUAWEI_CLOUD_USER: Optional[str] = Field(
|
||||
description="Username for authenticating with Huawei cloud search service",
|
||||
default=None,
|
||||
)
|
||||
|
||||
HUAWEI_CLOUD_PASSWORD: Optional[str] = Field(
|
||||
description="Password for authenticating with Huawei cloud search service",
|
||||
default=None,
|
||||
)
|
||||
@ -0,0 +1,14 @@
|
||||
from pydantic import BaseModel, Field
|
||||
|
||||
|
||||
class MatrixoneConfig(BaseModel):
|
||||
"""Matrixone vector database configuration."""
|
||||
|
||||
MATRIXONE_HOST: str = Field(default="localhost", description="Host address of the Matrixone server")
|
||||
MATRIXONE_PORT: int = Field(default=6001, description="Port number of the Matrixone server")
|
||||
MATRIXONE_USER: str = Field(default="dump", description="Username for authenticating with Matrixone")
|
||||
MATRIXONE_PASSWORD: str = Field(default="111", description="Password for authenticating with Matrixone")
|
||||
MATRIXONE_DATABASE: str = Field(default="dify", description="Name of the Matrixone database to connect to")
|
||||
MATRIXONE_METRIC: str = Field(
|
||||
default="l2", description="Distance metric type for vector similarity search (cosine or l2)"
|
||||
)
|
||||
@ -0,0 +1,45 @@
|
||||
from typing import Optional
|
||||
|
||||
from pydantic import Field, PositiveInt
|
||||
from pydantic_settings import BaseSettings
|
||||
|
||||
|
||||
class VastbaseVectorConfig(BaseSettings):
|
||||
"""
|
||||
Configuration settings for Vector (Vastbase with vector extension)
|
||||
"""
|
||||
|
||||
VASTBASE_HOST: Optional[str] = Field(
|
||||
description="Hostname or IP address of the Vastbase server with Vector extension (e.g., 'localhost')",
|
||||
default=None,
|
||||
)
|
||||
|
||||
VASTBASE_PORT: PositiveInt = Field(
|
||||
description="Port number on which the Vastbase server is listening (default is 5432)",
|
||||
default=5432,
|
||||
)
|
||||
|
||||
VASTBASE_USER: Optional[str] = Field(
|
||||
description="Username for authenticating with the Vastbase database",
|
||||
default=None,
|
||||
)
|
||||
|
||||
VASTBASE_PASSWORD: Optional[str] = Field(
|
||||
description="Password for authenticating with the Vastbase database",
|
||||
default=None,
|
||||
)
|
||||
|
||||
VASTBASE_DATABASE: Optional[str] = Field(
|
||||
description="Name of the Vastbase database to connect to",
|
||||
default=None,
|
||||
)
|
||||
|
||||
VASTBASE_MIN_CONNECTION: PositiveInt = Field(
|
||||
description="Min connection of the Vastbase database",
|
||||
default=1,
|
||||
)
|
||||
|
||||
VASTBASE_MAX_CONNECTION: PositiveInt = Field(
|
||||
description="Max connection of the Vastbase database",
|
||||
default=5,
|
||||
)
|
||||
@ -0,0 +1,9 @@
|
||||
from configs.observability.otel.otel_config import OTelConfig
|
||||
|
||||
|
||||
class ObservabilityConfig(OTelConfig):
|
||||
"""
|
||||
Observability configuration settings
|
||||
"""
|
||||
|
||||
pass
|
||||
@ -0,0 +1,59 @@
|
||||
from pydantic import Field
|
||||
from pydantic_settings import BaseSettings
|
||||
|
||||
|
||||
class OTelConfig(BaseSettings):
|
||||
"""
|
||||
OpenTelemetry configuration settings
|
||||
"""
|
||||
|
||||
ENABLE_OTEL: bool = Field(
|
||||
description="Whether to enable OpenTelemetry",
|
||||
default=False,
|
||||
)
|
||||
|
||||
OTLP_TRACE_ENDPOINT: str = Field(
|
||||
description="OTLP trace endpoint",
|
||||
default="",
|
||||
)
|
||||
|
||||
OTLP_METRIC_ENDPOINT: str = Field(
|
||||
description="OTLP metric endpoint",
|
||||
default="",
|
||||
)
|
||||
|
||||
OTLP_BASE_ENDPOINT: str = Field(
|
||||
description="OTLP base endpoint",
|
||||
default="http://localhost:4318",
|
||||
)
|
||||
|
||||
OTLP_API_KEY: str = Field(
|
||||
description="OTLP API key",
|
||||
default="",
|
||||
)
|
||||
|
||||
OTEL_EXPORTER_TYPE: str = Field(
|
||||
description="OTEL exporter type",
|
||||
default="otlp",
|
||||
)
|
||||
|
||||
OTEL_EXPORTER_OTLP_PROTOCOL: str = Field(
|
||||
description="OTLP exporter protocol ('grpc' or 'http')",
|
||||
default="http",
|
||||
)
|
||||
|
||||
OTEL_SAMPLING_RATE: float = Field(default=0.1, description="Sampling rate for traces (0.0 to 1.0)")
|
||||
|
||||
OTEL_BATCH_EXPORT_SCHEDULE_DELAY: int = Field(
|
||||
default=5000, description="Batch export schedule delay in milliseconds"
|
||||
)
|
||||
|
||||
OTEL_MAX_QUEUE_SIZE: int = Field(default=2048, description="Maximum queue size for the batch span processor")
|
||||
|
||||
OTEL_MAX_EXPORT_BATCH_SIZE: int = Field(default=512, description="Maximum export batch size")
|
||||
|
||||
OTEL_METRIC_EXPORT_INTERVAL: int = Field(default=60000, description="Metric export interval in milliseconds")
|
||||
|
||||
OTEL_BATCH_EXPORT_TIMEOUT: int = Field(default=10000, description="Batch export timeout in milliseconds")
|
||||
|
||||
OTEL_METRIC_EXPORT_TIMEOUT: int = Field(default=30000, description="Metric export timeout in milliseconds")
|
||||
@ -0,0 +1,17 @@
|
||||
from pydantic import BaseModel, Field
|
||||
from pydantic_settings import BaseSettings
|
||||
|
||||
|
||||
class PyProjectConfig(BaseModel):
|
||||
version: str = Field(description="Dify version", default="")
|
||||
|
||||
|
||||
class PyProjectTomlConfig(BaseSettings):
|
||||
"""
|
||||
configs in api/pyproject.toml
|
||||
"""
|
||||
|
||||
project: PyProjectConfig = Field(
|
||||
description="configs in the project section of pyproject.toml",
|
||||
default=PyProjectConfig(),
|
||||
)
|
||||
@ -0,0 +1,52 @@
|
||||
import logging
|
||||
import os
|
||||
from collections.abc import Mapping
|
||||
from typing import Any
|
||||
|
||||
from pydantic.fields import FieldInfo
|
||||
|
||||
from .http_request import NacosHttpClient
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
from configs.remote_settings_sources.base import RemoteSettingsSource
|
||||
|
||||
from .utils import _parse_config
|
||||
|
||||
|
||||
class NacosSettingsSource(RemoteSettingsSource):
|
||||
def __init__(self, configs: Mapping[str, Any]):
|
||||
self.configs = configs
|
||||
self.remote_configs: dict[str, Any] = {}
|
||||
self.async_init()
|
||||
|
||||
def async_init(self):
|
||||
data_id = os.getenv("DIFY_ENV_NACOS_DATA_ID", "dify-api-env.properties")
|
||||
group = os.getenv("DIFY_ENV_NACOS_GROUP", "nacos-dify")
|
||||
tenant = os.getenv("DIFY_ENV_NACOS_NAMESPACE", "")
|
||||
|
||||
params = {"dataId": data_id, "group": group, "tenant": tenant}
|
||||
try:
|
||||
content = NacosHttpClient().http_request("/nacos/v1/cs/configs", method="GET", headers={}, params=params)
|
||||
self.remote_configs = self._parse_config(content)
|
||||
except Exception as e:
|
||||
logger.exception("[get-access-token] exception occurred")
|
||||
raise
|
||||
|
||||
def _parse_config(self, content: str) -> dict:
|
||||
if not content:
|
||||
return {}
|
||||
try:
|
||||
return _parse_config(self, content)
|
||||
except Exception as e:
|
||||
raise RuntimeError(f"Failed to parse config: {e}")
|
||||
|
||||
def get_field_value(self, field: FieldInfo, field_name: str) -> tuple[Any, str, bool]:
|
||||
if not isinstance(self.remote_configs, dict):
|
||||
raise ValueError(f"remote configs is not dict, but {type(self.remote_configs)}")
|
||||
|
||||
field_value = self.remote_configs.get(field_name)
|
||||
if field_value is None:
|
||||
return None, field_name, False
|
||||
|
||||
return field_value, field_name, False
|
||||
@ -0,0 +1,82 @@
|
||||
import base64
|
||||
import hashlib
|
||||
import hmac
|
||||
import logging
|
||||
import os
|
||||
import time
|
||||
|
||||
import requests
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
class NacosHttpClient:
|
||||
def __init__(self):
|
||||
self.username = os.getenv("DIFY_ENV_NACOS_USERNAME")
|
||||
self.password = os.getenv("DIFY_ENV_NACOS_PASSWORD")
|
||||
self.ak = os.getenv("DIFY_ENV_NACOS_ACCESS_KEY")
|
||||
self.sk = os.getenv("DIFY_ENV_NACOS_SECRET_KEY")
|
||||
self.server = os.getenv("DIFY_ENV_NACOS_SERVER_ADDR", "localhost:8848")
|
||||
self.token = None
|
||||
self.token_ttl = 18000
|
||||
self.token_expire_time: float = 0
|
||||
|
||||
def http_request(self, url, method="GET", headers=None, params=None):
|
||||
try:
|
||||
self._inject_auth_info(headers, params)
|
||||
response = requests.request(method, url="http://" + self.server + url, headers=headers, params=params)
|
||||
response.raise_for_status()
|
||||
return response.text
|
||||
except requests.exceptions.RequestException as e:
|
||||
return f"Request to Nacos failed: {e}"
|
||||
|
||||
def _inject_auth_info(self, headers, params, module="config"):
|
||||
headers.update({"User-Agent": "Nacos-Http-Client-In-Dify:v0.0.1"})
|
||||
|
||||
if module == "login":
|
||||
return
|
||||
|
||||
ts = str(int(time.time() * 1000))
|
||||
|
||||
if self.ak and self.sk:
|
||||
sign_str = self.get_sign_str(params["group"], params["tenant"], ts)
|
||||
headers["Spas-AccessKey"] = self.ak
|
||||
headers["Spas-Signature"] = self.__do_sign(sign_str, self.sk)
|
||||
headers["timeStamp"] = ts
|
||||
if self.username and self.password:
|
||||
self.get_access_token(force_refresh=False)
|
||||
params["accessToken"] = self.token
|
||||
|
||||
def __do_sign(self, sign_str, sk):
|
||||
return (
|
||||
base64.encodebytes(hmac.new(sk.encode(), sign_str.encode(), digestmod=hashlib.sha1).digest())
|
||||
.decode()
|
||||
.strip()
|
||||
)
|
||||
|
||||
def get_sign_str(self, group, tenant, ts):
|
||||
sign_str = ""
|
||||
if tenant:
|
||||
sign_str = tenant + "+"
|
||||
if group:
|
||||
sign_str = sign_str + group + "+"
|
||||
sign_str += ts # Directly concatenate ts without conditional checks, because the nacos auth header forced it.
|
||||
return sign_str
|
||||
|
||||
def get_access_token(self, force_refresh=False):
|
||||
current_time = time.time()
|
||||
if self.token and not force_refresh and self.token_expire_time > current_time:
|
||||
return self.token
|
||||
|
||||
params = {"username": self.username, "password": self.password}
|
||||
url = "http://" + self.server + "/nacos/v1/auth/login"
|
||||
try:
|
||||
resp = requests.request("POST", url, headers=None, params=params)
|
||||
resp.raise_for_status()
|
||||
response_data = resp.json()
|
||||
self.token = response_data.get("accessToken")
|
||||
self.token_ttl = response_data.get("tokenTtl", 18000)
|
||||
self.token_expire_time = current_time + self.token_ttl - 10
|
||||
except Exception as e:
|
||||
logger.exception("[get-access-token] exception occur")
|
||||
raise
|
||||
@ -0,0 +1,31 @@
|
||||
def _parse_config(self, content: str) -> dict[str, str]:
|
||||
config: dict[str, str] = {}
|
||||
if not content:
|
||||
return config
|
||||
|
||||
for line in content.splitlines():
|
||||
cleaned_line = line.strip()
|
||||
if not cleaned_line or cleaned_line.startswith(("#", "!")):
|
||||
continue
|
||||
|
||||
separator_index = -1
|
||||
for i, c in enumerate(cleaned_line):
|
||||
if c in ("=", ":") and (i == 0 or cleaned_line[i - 1] != "\\"):
|
||||
separator_index = i
|
||||
break
|
||||
|
||||
if separator_index == -1:
|
||||
continue
|
||||
|
||||
key = cleaned_line[:separator_index].strip()
|
||||
raw_value = cleaned_line[separator_index + 1 :].strip()
|
||||
|
||||
try:
|
||||
decoded_value = bytes(raw_value, "utf-8").decode("unicode_escape")
|
||||
decoded_value = decoded_value.replace(r"\=", "=").replace(r"\:", ":")
|
||||
except UnicodeDecodeError:
|
||||
decoded_value = raw_value
|
||||
|
||||
config[key] = decoded_value
|
||||
|
||||
return config
|
||||
@ -0,0 +1,7 @@
|
||||
# The two constants below should keep in sync.
|
||||
# Default content type for files which have no explicit content type.
|
||||
|
||||
DEFAULT_MIME_TYPE = "application/octet-stream"
|
||||
# Default file extension for files which have no explicit content type, should
|
||||
# correspond to the `DEFAULT_MIME_TYPE` above.
|
||||
DEFAULT_EXTENSION = ".bin"
|
||||
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Reference in New Issue