Files
agent-framework/python/packages/devui/dev.md
Eduard van Valkenburg cc0cfaaac8 [BREAKING] Python: fix OpenAI Azure routing and provider samples (#4925)
* Python: fix OpenAI Azure routing and provider samples

Prefer OpenAI when OPENAI_API_KEY is present unless Azure is explicitly requested. Clarify constructor docs, keep deprecated Azure wrappers compatible with stricter settings validation, and refresh the provider samples and tests to use the current client patterns.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix bandit

* Python: align OpenAI embedding Azure routing

Extend the shared OpenAI-vs-Azure routing and credential behavior to the embedding client, add Azure embedding regression coverage, and refresh the embedding samples to use the generic client path.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: fix embedding client pyright check

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: thin OpenAI embedding wrapper

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: document embedding overload routing

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: fix callable OpenAI key routing

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: fix Azure credential routing tests

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: address OpenAI review feedback

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: narrow Azure routing markers

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: refine OpenAI model fallback order

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: narrow Azure deployment docs

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: remove embedding routing wording

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: run embedding Azure integration tests

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* changed variable name

* Python: expand OpenAI package README

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* clarified readme

* Python: fix Azure OpenAI integration setup

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Python: correct Azure integration env mapping

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* updated code to fix int tests

* test updates

* test fix

* fix test setup

* updates to tests and setup

* remove openai assistants int tests

* improvements in int tests

* fix env var

* fix env vars

* fix azure responses test

* trigger actions

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-27 13:33:39 +00:00

165 lines
4.4 KiB
Markdown

# Testing DevUI - Quick Setup Guide
Here are the step-by-step instructions to test the new DevUI feature:
## 1. Get the Code
```bash
git clone https://github.com/microsoft/agent-framework.git
cd agent-framework
```
## 2. Setup Environment
Navigate to the Python directory and install dependencies:
```bash
cd python
uv sync --dev
source .venv/bin/activate
```
## 3. Configure Environment Variables
Create a `.env` file in the `python/` directory with your API credentials:
```bash
# Copy the example file
cp .env.example .env
```
Then edit `.env` and add your API keys:
```bash
# For OpenAI (minimum required)
OPENAI_API_KEY="your-api-key-here"
OPENAI_CHAT_MODEL="gpt-4o-mini"
# Or for Azure OpenAI
AZURE_OPENAI_ENDPOINT="your-endpoint"
AZURE_OPENAI_CHAT_DEPLOYMENT_NAME="your-deployment-name"
```
## 4. Test DevUI
**Option A: In-Memory Mode (Recommended for quick testing)**
```bash
cd samples/02-agents/devui
python in_memory_mode.py
```
This runs a simple example with predefined agents and opens your browser automatically at http://localhost:8090
**Option B: Directory-Based Discovery**
```bash
cd samples/02-agents/devui
devui
```
This launches the UI with all example agents/workflows at http://localhost:8080
## 5. What You'll See
- A web interface for testing agents interactively
- Multiple example agents (weather assistant, general assistant, etc.)
- OpenAI-compatible API endpoints for programmatic access
## 6. API Testing (Optional)
You can also test via API calls:
### Single Request
```bash
curl -X POST http://localhost:8080/v1/responses \
-H "Content-Type: application/json" \
-d '{
"model": "weather_agent",
"input": "What is the weather in Seattle?"
}'
```
### Multi-turn Conversations
```bash
# Create a conversation
curl -X POST http://localhost:8080/v1/conversations \
-H "Content-Type: application/json" \
-d '{"metadata": {"agent_id": "weather_agent"}}'
# Returns: {"id": "conv_abc123", ...}
# Use conversation ID in requests
curl -X POST http://localhost:8080/v1/responses \
-H "Content-Type: application/json" \
-d '{
"model": "weather_agent",
"input": "What is the weather in Seattle?",
"conversation": "conv_abc123"
}'
# Continue the conversation
curl -X POST http://localhost:8080/v1/responses \
-H "Content-Type: application/json" \
-d '{
"model": "weather_agent",
"input": "How about tomorrow?",
"conversation": "conv_abc123"
}'
```
## API Mapping
Agent Framework content types → OpenAI Responses API events (in `_mapper.py`):
| Agent Framework Content | OpenAI Event | Status |
| ------------------------------- | ---------------------------------------- | -------- |
| `TextContent` | `response.output_text.delta` | Standard |
| `TextReasoningContent` | `response.reasoning.delta` | Standard |
| `FunctionCallContent` (initial) | `response.output_item.added` | Standard |
| `FunctionCallContent` (args) | `response.function_call_arguments.delta` | Standard |
| `FunctionResultContent` | `response.function_result.complete` | DevUI |
| `ErrorContent` | `response.error` | Standard |
| `UsageContent` | `response.usage.complete` | Extended |
| `WorkflowEvent` | `response.workflow.event` | DevUI |
| `DataContent`, `UriContent` | `response.trace.complete` | DevUI |
- **Standard** = OpenAI spec, **Extended** = OpenAI + extra fields, **DevUI** = DevUI-specific
## Frontend Development
```bash
cd python/packages/devui/frontend
yarn install
# Development (hot reload)
yarn dev
# Build (copies to backend ui/)
yarn build
```
## Running Tests
```bash
cd python/packages/devui
# All tests
pytest tests/ -v
# Specific suites
pytest tests/test_conversations.py -v # Conversation store
pytest tests/test_server.py -v # API endpoints
pytest tests/test_mapper.py -v # Event mapping
```
## Troubleshooting
- **Missing API key**: Make sure your `.env` file is in the `python/` directory with valid credentials. Or set environment variables directly in your shell before running DevUI.
- **Import errors**: Run `uv sync --dev` again to ensure all dependencies are installed
- **Port conflicts**: DevUI uses ports 8080 and 8090 by default - close other services using these ports
Let me know if you run into any issues!