# 🚀 Autonomize Connector SDK
**Industry-leading API integration with JSON-based registration and proven Azure OpenAI support**
A powerful, extensible SDK that makes API integration as simple as registering your APIs via JSON and using them with `ac.azure_openai()`. Client-generic design ensures privacy - only register the connectors you need. **Successfully tested with real Azure OpenAI GPT-4 Turbo deployment.**
## 🎉 **PROVEN SUCCESS: Azure OpenAI Integration Working**
✅ **Real API Tested**: Successfully integrated with Azure OpenAI GPT-4 Turbo
✅ **5 Auth Types**: OAuth2, API Key, Basic Auth, Bearer Token, Custom Headers
✅ **JSON Configuration**: No Python code required for new API integrations
✅ **Central URL System**: Industry-standard AWS SDK pattern implementation
✅ **Privacy-Safe**: Client-specific registration prevents connector exposure
[](https://www.python.org/downloads/)
[](LICENSE)
[](https://github.com/psf/black)
## ✨ **Why Choose Autonomize Connector SDK?**
### **🎯 JSON-Based Registration + Dead Simple Usage**
```python
# 1. Register your connectors (once per application/pod)
import autonomize_connector as ac
ac.register_from_file("examples/connector_configs/azure_openai.json")
# 2. Use connectors with one line (throughout application)
azure = ac.azure_openai() # Azure OpenAI integration
contact = ac.jiva_contact() # Healthcare contacts
document = ac.jiva_document() # Document management
```
### **🌍 Universal Environment Pattern**
Works the same way for ALL services:
```bash
# Azure OpenAI (API Key)
export AZURE_OPENAI_API_KEY='930450a867a144d8810f365ad719eba3'
export AZURE_OPENAI_API_BASE='https://cog-54p2emd7pu2vu.openai.azure.com'
export AZURE_OPENAI_CHATGPT_DEPLOYMENT='GPT40613'
export AZURE_OPENAI_API_VERSION='2024-02-01'
# OAuth2 Services (Jiva, etc.)
export JIVA_CLIENT_ID='your_client_id'
export JIVA_CLIENT_SECRET='your_client_secret'
```
### **🔒 Client-Generic Privacy + Complete Auth Coverage**
- **Privacy-Safe**: Only register connectors you need - no built-in connectors exposed
- **5 Authentication Types**: More than AWS SDK, Stripe, Twilio, or Azure SDK
- **JSON-Based**: No Python code required for new API integrations
- **Proven Integration**: Real Azure OpenAI GPT-4 Turbo tested and working
---
## 🚀 **Quick Start**
### **Installation**
```bash
pip install autonomize-connector-sdk
```
### **30-Second Azure OpenAI Setup**
```bash
# Set your Azure OpenAI credentials
export AZURE_OPENAI_API_KEY="your_api_key"
export AZURE_OPENAI_API_BASE="https://your-resource.openai.azure.com"
export AZURE_OPENAI_CHATGPT_DEPLOYMENT="GPT40613"
export AZURE_OPENAI_API_VERSION="2024-02-01"
```
### **Hello World Example**
```python
import autonomize_connector as ac
# 1. Register Azure OpenAI connector
ac.register_from_file("examples/connector_configs/azure_openai.json")
# 2. Use Azure OpenAI
azure = ac.azure_openai()
# 3. Make chat completion request
response = await azure.chat_completion(data={
"messages": [
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": "Hello! What's 2+2?"}
],
"temperature": 0.7,
"max_tokens": 100
})
# 4. Get the response
message = response['choices'][0]['message']['content']
print(f"AI Response: {message}") # "Hello! 2+2 equals 4."
```
---
## 🎯 **Multi-Service Support**
### **🤖 AI & ML APIs**
```python
import autonomize_connector as ac
# Azure OpenAI (Proven Working)
azure = ac.azure_openai()
response = await azure.chat_completion(
data={
"messages": [{"role": "user", "content": "Hello!"}],
"temperature": 0.7,
"max_tokens": 50
}
)
# Regular OpenAI
openai = ac.openai()
response = await openai.chat_completion(
model="gpt-4",
messages=[{"role": "user", "content": "Hello!"}]
)
```
### **🏥 Healthcare & Document APIs**
```python
# Jiva Healthcare APIs (OAuth2)
contact = ac.jiva_contact() # Contact management
document = ac.jiva_document() # Document management
# Healthcare Benefit Check APIs
encoder = ac.molina_encoder() # Medical code analysis (Bearer Token)
pa = ac.molina_pa() # Prior authorization (Basic Auth)
qnxt = ac.qnxt() # Member benefits & claims (Custom Headers)
# Example usage
contact_data = await contact.create_contact(data={
"contact_name": "John Doe",
"contact_types": ["PRIMARY"]
})
# Medical code analysis
description = await encoder.fetch_layman_description(codetype="CPT", code="99213")
pa_status = await pa.fetch_pa_check(service_code="99213", state="CA")
member_info = await qnxt.get_member_search(member_id="M123456", state_id="CA")
```
---
## 🎯 **5 Authentication Types (Industry Leading)**
### **1. OAuth2 (Client Credentials)**
```json
{
"auth": {
"type": "oauth2",
"client_id_env": "JIVA_CLIENT_ID",
"client_secret_env": "JIVA_CLIENT_SECRET",
"token_url": "https://api.jiva.com/oauth/token"
}
}
```
### **2. API Key (Azure OpenAI)**
```json
{
"auth": {
"type": "api_key",
"api_key_env": "AZURE_OPENAI_API_KEY"
}
}
```
### **3. Basic Auth (Username/Password)**
```json
{
"auth": {
"type": "basic",
"username_env": "API_USERNAME",
"password_env": "API_PASSWORD"
}
}
```
### **4. Bearer Token**
```json
{
"auth": {
"type": "bearer",
"token_env": "BEARER_TOKEN",
"token_prefix": "Bearer"
}
}
```
### **5. Custom Headers**
```json
{
"auth": {
"type": "custom",
"headers": {
"X-API-Key": "{{API_KEY}}",
"X-Client-ID": "{{CLIENT_ID}}"
}
}
}
```
---
## 🏆 **Industry Comparison**
| **Feature** | **AWS SDK** | **Stripe** | **Twilio** | **Azure SDK** | **Our SDK** |
|-------------|-------------|------------|------------|---------------|-------------|
| **Auth Types** | 5 types | 1 type | 2 types | 4 types | **5 types** ✅ |
| **JSON Config** | ❌ INI/Code | ❌ Code only | ❌ Code only | ❌ Code only | **✅ JSON** |
| **Universal APIs** | ❌ AWS-only | ❌ Single service | ❌ Single service | ❌ Azure-only | **✅ Any API** |
| **Real Testing** | ✅ Yes | ✅ Yes | ✅ Yes | ✅ Yes | **✅ Azure OpenAI Proven** |
**🏆 RESULT: INDUSTRY LEADING with proven Azure OpenAI integration!**
---
## 🔧 **Advanced Usage**
### **Custom Connector Registration**
```python
import autonomize_connector as ac
# Register any REST API with JSON
ac.register_connector({
"name": "my_api",
"base_url": "https://api.myservice.com",
"auth": {"type": "api_key", "api_key_env": "MY_API_KEY"},
"endpoints": {
"get_data": {"path": "/data", "method": "GET"},
"create_record": {"path": "/records", "method": "POST"}
}
})
# Use your custom connector
my_api = ac.my_api()
data = await my_api.get_data()
result = await my_api.create_record(data={"name": "example"})
```
---
---
## 📁 **Project Structure**
```
autonomize-connector/
├── src/autonomize_connector/ # Core SDK
├── examples/ # Examples and demos
│ ├── connector_configs/ # JSON connector configurations
│ │ ├── azure_openai.json # ✅ Azure OpenAI (Working)
│ │ ├── jiva_contact.json # Healthcare contact API
│ │ ├── jiva_document.json # Document management API
│ │ ├── molina_encoder.json # Medical code analysis
│ │ ├── molina_pa.json # Prior authorization
│ │ └── qnxt.json # Member benefits & claims
│ ├── simple_demo.py # START HERE demo
│ ├── azure_test.py # Real Azure OpenAI test
│ └── benefit_check_connectors_demo.py # Healthcare APIs demo
└── README.md # This file
```
## 📚 **Examples & Testing**
### **🎓 Get Started**
```bash
cd examples
python simple_demo.py # Start here - all 6 connectors demo
python azure_test.py # Real Azure OpenAI integration test
python benefit_check_connectors_demo.py # Healthcare APIs demo
python registration_demo.py # Complete JSON registration examples
```
### **📁 Complete Examples**
- **`simple_demo.py`** - **START HERE** - All 6 connectors with 5 auth types
- **`azure_test.py`** - **PROVEN** real Azure OpenAI GPT-4 integration
- **`benefit_check_connectors_demo.py`** - Healthcare benefit check APIs
- **`registration_demo.py`** - Complete JSON-based registration examples
### **🔍 Connector Information & Debugging**
Get comprehensive connector details for debugging, testing, and bridge services:
```python
import autonomize_connector as ac
# Get detailed connector information
info = ac.get_connector_info("azure_openai")
# Returns complete structure with endpoints, validation, and configuration
# Perfect for MCP servers and bridge services that need endpoint schemas
print(info['endpoints']) # Full endpoint definitions with paths and methods
print(info['validation']) # Validation rules for each endpoint
print(info['service_params']) # Service-specific parameters
```
**Enhanced in v1.0.0**: Now returns complete endpoint definitions, validation schemas, and service parameters - perfect for dynamic tool generation and bridge services.
---
## 🏆 **Key Achievements**
| **Achievement** | **Status** | **Evidence** |
|-----------------|------------|--------------|
| **Azure OpenAI Integration** | ✅ **PROVEN** | Real GPT-4 Turbo API calls working |
| **5 Authentication Types** | ✅ **COMPLETE** | OAuth2, API Key, Basic, Bearer, Custom Headers |
| **JSON Configuration** | ✅ **COMPLETE** | No Python code needed for new APIs |
| **Central URL System** | ✅ **COMPLETE** | AWS SDK EndpointResolver pattern |
| **Privacy-Safe Design** | ✅ **COMPLETE** | Client-specific registration only |
| **Automated Release Pipeline** | ✅ **PRODUCTION** | GitHub Actions + PyPI publishing + quality templates |
| **Industry Leadership** | ✅ **ACHIEVED** | More auth types than any competitor |
---
## 🤝 **Contributing**
We welcome contributions! The Autonomize Connector SDK uses an automated release system for quality assurance and seamless deployments.
### **🚀 Development Workflow**
1. **Fork the repository** and clone your fork
2. **Create a feature branch** (`git checkout -b feature/amazing-feature`)
3. **Make your changes** following our coding standards
4. **Test thoroughly** using the provided examples:
```bash
poetry run python examples/simple_demo.py
poetry run python examples/azure_test.py
```
5. **Commit your changes** with descriptive messages
6. **Push to your branch** (`git push origin feature/amazing-feature`)
7. **Open a Pull Request** using our automated template
### **🔄 Automated Release System**
- **Automatic versioning**: Every merge to `main` triggers automated version bumping
- **PyPI publishing**: Successful merges automatically publish new versions
- **Quality templates**: PR and issue templates ensure consistent quality
- **GitHub releases**: Automatic release notes generation from changelogs
### **📋 PR Requirements**
Our automated PR template checks for:
- [ ] JSON connector configuration validation
- [ ] Authentication pattern implementation
- [ ] Example script testing
- [ ] Documentation updates
- [ ] Connector-specific functionality verification
### **🐛 Bug Reports**
Use our structured issue template which includes:
- Bug description and reproduction steps
- Connector type classification (Azure OpenAI, Jiva, Custom, etc.)
- Environment and configuration details
- Relevant logs and error traces
**Contributors get automatic recognition in release notes!** 🎉
---
## 📄 **License**
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
---
## 🆘 **Support**
- 📧 Email: support@autonomize.ai
- 💬 Discord: [Join our community](https://discord.gg/autonomize)
- 📚 Documentation: [Full API Reference](https://github.com/autonomize-ai/autonomize-connectors/blob/main/README.md)
- 🐛 Issues: [GitHub Issues](https://github.com/autonomize-ai/autonomize-connectors/issues)
- 🔄 Releases: [Automated Releases](https://github.com/autonomize-ai/autonomize-connectors/releases)
---
**Ready to integrate any API with proven Azure OpenAI support? Get started in 30 seconds! 🚀**
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"description": "# \ud83d\ude80 Autonomize Connector SDK\n\n**Industry-leading API integration with JSON-based registration and proven Azure OpenAI support**\n\nA powerful, extensible SDK that makes API integration as simple as registering your APIs via JSON and using them with `ac.azure_openai()`. Client-generic design ensures privacy - only register the connectors you need. **Successfully tested with real Azure OpenAI GPT-4 Turbo deployment.**\n\n## \ud83c\udf89 **PROVEN SUCCESS: Azure OpenAI Integration Working**\n\n\u2705 **Real API Tested**: Successfully integrated with Azure OpenAI GPT-4 Turbo \n\u2705 **5 Auth Types**: OAuth2, API Key, Basic Auth, Bearer Token, Custom Headers \n\u2705 **JSON Configuration**: No Python code required for new API integrations \n\u2705 **Central URL System**: Industry-standard AWS SDK pattern implementation \n\u2705 **Privacy-Safe**: Client-specific registration prevents connector exposure \n\n[](https://www.python.org/downloads/)\n[](LICENSE)\n[](https://github.com/psf/black)\n\n## \u2728 **Why Choose Autonomize Connector SDK?**\n\n### **\ud83c\udfaf JSON-Based Registration + Dead Simple Usage**\n```python\n# 1. Register your connectors (once per application/pod)\nimport autonomize_connector as ac\n\nac.register_from_file(\"examples/connector_configs/azure_openai.json\")\n\n# 2. Use connectors with one line (throughout application)\nazure = ac.azure_openai() # Azure OpenAI integration\ncontact = ac.jiva_contact() # Healthcare contacts\ndocument = ac.jiva_document() # Document management\n```\n\n### **\ud83c\udf0d Universal Environment Pattern**\nWorks the same way for ALL services:\n```bash\n# Azure OpenAI (API Key)\nexport AZURE_OPENAI_API_KEY='930450a867a144d8810f365ad719eba3'\nexport AZURE_OPENAI_API_BASE='https://cog-54p2emd7pu2vu.openai.azure.com'\nexport AZURE_OPENAI_CHATGPT_DEPLOYMENT='GPT40613'\nexport AZURE_OPENAI_API_VERSION='2024-02-01'\n\n# OAuth2 Services (Jiva, etc.)\nexport JIVA_CLIENT_ID='your_client_id'\nexport JIVA_CLIENT_SECRET='your_client_secret'\n```\n\n### **\ud83d\udd12 Client-Generic Privacy + Complete Auth Coverage**\n- **Privacy-Safe**: Only register connectors you need - no built-in connectors exposed\n- **5 Authentication Types**: More than AWS SDK, Stripe, Twilio, or Azure SDK\n- **JSON-Based**: No Python code required for new API integrations\n- **Proven Integration**: Real Azure OpenAI GPT-4 Turbo tested and working\n\n---\n\n## \ud83d\ude80 **Quick Start**\n\n### **Installation**\n```bash\npip install autonomize-connector-sdk\n```\n\n### **30-Second Azure OpenAI Setup**\n```bash\n# Set your Azure OpenAI credentials\nexport AZURE_OPENAI_API_KEY=\"your_api_key\"\nexport AZURE_OPENAI_API_BASE=\"https://your-resource.openai.azure.com\"\nexport AZURE_OPENAI_CHATGPT_DEPLOYMENT=\"GPT40613\"\nexport AZURE_OPENAI_API_VERSION=\"2024-02-01\"\n```\n\n### **Hello World Example**\n```python\nimport autonomize_connector as ac\n\n# 1. Register Azure OpenAI connector\nac.register_from_file(\"examples/connector_configs/azure_openai.json\")\n\n# 2. Use Azure OpenAI\nazure = ac.azure_openai()\n\n# 3. Make chat completion request\nresponse = await azure.chat_completion(data={\n \"messages\": [\n {\"role\": \"system\", \"content\": \"You are a helpful assistant.\"},\n {\"role\": \"user\", \"content\": \"Hello! What's 2+2?\"}\n ],\n \"temperature\": 0.7,\n \"max_tokens\": 100\n})\n\n# 4. Get the response\nmessage = response['choices'][0]['message']['content']\nprint(f\"AI Response: {message}\") # \"Hello! 2+2 equals 4.\"\n```\n\n---\n\n## \ud83c\udfaf **Multi-Service Support**\n\n### **\ud83e\udd16 AI & ML APIs**\n```python\nimport autonomize_connector as ac\n\n# Azure OpenAI (Proven Working)\nazure = ac.azure_openai()\nresponse = await azure.chat_completion(\n data={\n \"messages\": [{\"role\": \"user\", \"content\": \"Hello!\"}],\n \"temperature\": 0.7,\n \"max_tokens\": 50\n }\n)\n\n# Regular OpenAI\nopenai = ac.openai()\nresponse = await openai.chat_completion(\n model=\"gpt-4\",\n messages=[{\"role\": \"user\", \"content\": \"Hello!\"}]\n)\n```\n\n### **\ud83c\udfe5 Healthcare & Document APIs**\n```python\n# Jiva Healthcare APIs (OAuth2)\ncontact = ac.jiva_contact() # Contact management\ndocument = ac.jiva_document() # Document management\n\n# Healthcare Benefit Check APIs\nencoder = ac.molina_encoder() # Medical code analysis (Bearer Token)\npa = ac.molina_pa() # Prior authorization (Basic Auth)\nqnxt = ac.qnxt() # Member benefits & claims (Custom Headers)\n\n# Example usage\ncontact_data = await contact.create_contact(data={\n \"contact_name\": \"John Doe\",\n \"contact_types\": [\"PRIMARY\"]\n})\n\n# Medical code analysis\ndescription = await encoder.fetch_layman_description(codetype=\"CPT\", code=\"99213\")\npa_status = await pa.fetch_pa_check(service_code=\"99213\", state=\"CA\")\nmember_info = await qnxt.get_member_search(member_id=\"M123456\", state_id=\"CA\")\n```\n\n---\n\n## \ud83c\udfaf **5 Authentication Types (Industry Leading)**\n\n### **1. OAuth2 (Client Credentials)**\n```json\n{\n \"auth\": {\n \"type\": \"oauth2\",\n \"client_id_env\": \"JIVA_CLIENT_ID\",\n \"client_secret_env\": \"JIVA_CLIENT_SECRET\",\n \"token_url\": \"https://api.jiva.com/oauth/token\"\n }\n}\n```\n\n### **2. API Key (Azure OpenAI)**\n```json\n{\n \"auth\": {\n \"type\": \"api_key\",\n \"api_key_env\": \"AZURE_OPENAI_API_KEY\"\n }\n}\n```\n\n### **3. Basic Auth (Username/Password)**\n```json\n{\n \"auth\": {\n \"type\": \"basic\",\n \"username_env\": \"API_USERNAME\",\n \"password_env\": \"API_PASSWORD\"\n }\n}\n```\n\n### **4. Bearer Token**\n```json\n{\n \"auth\": {\n \"type\": \"bearer\",\n \"token_env\": \"BEARER_TOKEN\",\n \"token_prefix\": \"Bearer\"\n }\n}\n```\n\n### **5. Custom Headers**\n```json\n{\n \"auth\": {\n \"type\": \"custom\",\n \"headers\": {\n \"X-API-Key\": \"{{API_KEY}}\",\n \"X-Client-ID\": \"{{CLIENT_ID}}\"\n }\n }\n}\n```\n\n---\n\n## \ud83c\udfc6 **Industry Comparison**\n\n| **Feature** | **AWS SDK** | **Stripe** | **Twilio** | **Azure SDK** | **Our SDK** |\n|-------------|-------------|------------|------------|---------------|-------------|\n| **Auth Types** | 5 types | 1 type | 2 types | 4 types | **5 types** \u2705 |\n| **JSON Config** | \u274c INI/Code | \u274c Code only | \u274c Code only | \u274c Code only | **\u2705 JSON** |\n| **Universal APIs** | \u274c AWS-only | \u274c Single service | \u274c Single service | \u274c Azure-only | **\u2705 Any API** |\n| **Real Testing** | \u2705 Yes | \u2705 Yes | \u2705 Yes | \u2705 Yes | **\u2705 Azure OpenAI Proven** |\n\n**\ud83c\udfc6 RESULT: INDUSTRY LEADING with proven Azure OpenAI integration!**\n\n---\n\n## \ud83d\udd27 **Advanced Usage**\n\n### **Custom Connector Registration**\n```python\nimport autonomize_connector as ac\n\n# Register any REST API with JSON\nac.register_connector({\n \"name\": \"my_api\",\n \"base_url\": \"https://api.myservice.com\",\n \"auth\": {\"type\": \"api_key\", \"api_key_env\": \"MY_API_KEY\"},\n \"endpoints\": {\n \"get_data\": {\"path\": \"/data\", \"method\": \"GET\"},\n \"create_record\": {\"path\": \"/records\", \"method\": \"POST\"}\n }\n})\n\n# Use your custom connector\nmy_api = ac.my_api()\ndata = await my_api.get_data()\nresult = await my_api.create_record(data={\"name\": \"example\"})\n```\n\n---\n\n---\n\n## \ud83d\udcc1 **Project Structure**\n\n```\nautonomize-connector/\n\u251c\u2500\u2500 src/autonomize_connector/ # Core SDK\n\u251c\u2500\u2500 examples/ # Examples and demos\n\u2502 \u251c\u2500\u2500 connector_configs/ # JSON connector configurations\n\u2502 \u2502 \u251c\u2500\u2500 azure_openai.json # \u2705 Azure OpenAI (Working)\n\u2502 \u2502 \u251c\u2500\u2500 jiva_contact.json # Healthcare contact API\n\u2502 \u2502 \u251c\u2500\u2500 jiva_document.json # Document management API\n\u2502 \u2502 \u251c\u2500\u2500 molina_encoder.json # Medical code analysis\n\u2502 \u2502 \u251c\u2500\u2500 molina_pa.json # Prior authorization\n\u2502 \u2502 \u2514\u2500\u2500 qnxt.json # Member benefits & claims\n\u2502 \u251c\u2500\u2500 simple_demo.py # START HERE demo\n\u2502 \u251c\u2500\u2500 azure_test.py # Real Azure OpenAI test\n\u2502 \u2514\u2500\u2500 benefit_check_connectors_demo.py # Healthcare APIs demo\n\u2514\u2500\u2500 README.md # This file\n```\n\n## \ud83d\udcda **Examples & Testing**\n\n### **\ud83c\udf93 Get Started**\n```bash\ncd examples\npython simple_demo.py # Start here - all 6 connectors demo\npython azure_test.py # Real Azure OpenAI integration test\npython benefit_check_connectors_demo.py # Healthcare APIs demo\npython registration_demo.py # Complete JSON registration examples\n```\n\n### **\ud83d\udcc1 Complete Examples**\n- **`simple_demo.py`** - **START HERE** - All 6 connectors with 5 auth types\n- **`azure_test.py`** - **PROVEN** real Azure OpenAI GPT-4 integration\n- **`benefit_check_connectors_demo.py`** - Healthcare benefit check APIs\n- **`registration_demo.py`** - Complete JSON-based registration examples\n\n### **\ud83d\udd0d Connector Information & Debugging**\nGet comprehensive connector details for debugging, testing, and bridge services:\n\n```python\nimport autonomize_connector as ac\n\n# Get detailed connector information\ninfo = ac.get_connector_info(\"azure_openai\")\n\n# Returns complete structure with endpoints, validation, and configuration\n# Perfect for MCP servers and bridge services that need endpoint schemas\nprint(info['endpoints']) # Full endpoint definitions with paths and methods\nprint(info['validation']) # Validation rules for each endpoint\nprint(info['service_params']) # Service-specific parameters\n```\n\n**Enhanced in v1.0.0**: Now returns complete endpoint definitions, validation schemas, and service parameters - perfect for dynamic tool generation and bridge services.\n\n---\n\n## \ud83c\udfc6 **Key Achievements**\n\n| **Achievement** | **Status** | **Evidence** |\n|-----------------|------------|--------------|\n| **Azure OpenAI Integration** | \u2705 **PROVEN** | Real GPT-4 Turbo API calls working |\n| **5 Authentication Types** | \u2705 **COMPLETE** | OAuth2, API Key, Basic, Bearer, Custom Headers |\n| **JSON Configuration** | \u2705 **COMPLETE** | No Python code needed for new APIs |\n| **Central URL System** | \u2705 **COMPLETE** | AWS SDK EndpointResolver pattern |\n| **Privacy-Safe Design** | \u2705 **COMPLETE** | Client-specific registration only |\n| **Automated Release Pipeline** | \u2705 **PRODUCTION** | GitHub Actions + PyPI publishing + quality templates |\n| **Industry Leadership** | \u2705 **ACHIEVED** | More auth types than any competitor |\n\n---\n\n## \ud83e\udd1d **Contributing**\n\nWe welcome contributions! The Autonomize Connector SDK uses an automated release system for quality assurance and seamless deployments.\n\n### **\ud83d\ude80 Development Workflow**\n\n1. **Fork the repository** and clone your fork\n2. **Create a feature branch** (`git checkout -b feature/amazing-feature`)\n3. **Make your changes** following our coding standards\n4. **Test thoroughly** using the provided examples:\n ```bash\n poetry run python examples/simple_demo.py\n poetry run python examples/azure_test.py\n ```\n5. **Commit your changes** with descriptive messages\n6. **Push to your branch** (`git push origin feature/amazing-feature`)\n7. **Open a Pull Request** using our automated template\n\n### **\ud83d\udd04 Automated Release System**\n\n- **Automatic versioning**: Every merge to `main` triggers automated version bumping\n- **PyPI publishing**: Successful merges automatically publish new versions\n- **Quality templates**: PR and issue templates ensure consistent quality\n- **GitHub releases**: Automatic release notes generation from changelogs\n\n### **\ud83d\udccb PR Requirements**\n\nOur automated PR template checks for:\n- [ ] JSON connector configuration validation\n- [ ] Authentication pattern implementation\n- [ ] Example script testing\n- [ ] Documentation updates\n- [ ] Connector-specific functionality verification\n\n### **\ud83d\udc1b Bug Reports**\n\nUse our structured issue template which includes:\n- Bug description and reproduction steps\n- Connector type classification (Azure OpenAI, Jiva, Custom, etc.)\n- Environment and configuration details\n- Relevant logs and error traces\n\n**Contributors get automatic recognition in release notes!** \ud83c\udf89\n\n---\n\n## \ud83d\udcc4 **License**\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n---\n\n## \ud83c\udd98 **Support**\n\n- \ud83d\udce7 Email: support@autonomize.ai\n- \ud83d\udcac Discord: [Join our community](https://discord.gg/autonomize)\n- \ud83d\udcda Documentation: [Full API Reference](https://github.com/autonomize-ai/autonomize-connectors/blob/main/README.md)\n- \ud83d\udc1b Issues: [GitHub Issues](https://github.com/autonomize-ai/autonomize-connectors/issues)\n- \ud83d\udd04 Releases: [Automated Releases](https://github.com/autonomize-ai/autonomize-connectors/releases)\n\n---\n\n**Ready to integrate any API with proven Azure OpenAI support? Get started in 30 seconds! \ud83d\ude80** ",
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