Files
agent-framework/python/packages/devui/dev.md
Eduard van Valkenburg a2856d3b92 Python: restructure: Python samples into progressive 01-05 layout (#3862)
* restructure: Python samples into progressive 01-05 layout

- 01-get-started/: 6 numbered steps (hello agent → hosting)
- 02-agents/: all agent concept samples (tools, middleware, providers, etc.)
- 03-workflows/: ALL existing workflow samples preserved as-is
- 04-hosting/: azure-functions, durabletask, a2a
- 05-end-to-end/: demos, evaluation, hosted agents
- Old files moved to _to_delete/ for review
- Added AGENTS.md with structure documentation
- autogen-migration/ and semantic-kernel-migration/ preserved at root

* fix: switch to AzureOpenAI Foundry, fix CI failures

- Switch all 01-get-started samples to AzureOpenAIResponsesClient with
  Azure AI Foundry project endpoint (AZURE_AI_PROJECT_ENDPOINT +
  AZURE_OPENAI_RESPONSES_DEPLOYMENT_NAME + AzureCliCredential)
- Add _to_delete/ and 05-end-to-end/ to pyrightconfig.samples.json excludes
- Fix test paths in packages/ that referenced old getting_started/ dirs:
  durabletask conftest + streaming test, azurefunctions conftest,
  devui conftest + capture_messages + openai_sdk_integration
- Fix workflow_as_agent_human_in_the_loop.py import (sibling import)
- Update hosting READMEs and tool comment paths
- Replace root README.md with new structure overview
- Update AGENTS.md to document Azure OpenAI Foundry as default provider

* cleanup: remove _to_delete folder, copy resource files to active dirs

All files in _to_delete/ were either:
- Exact duplicates of files in the new structure (240 files)
- Same file with only comment path updates (100 files)
- One import-fix diff (workflow_as_agent_human_in_the_loop.py)
- One superseded minimal_sample.py

Resource files (sample.pdf, countries.json, employees.pdf, weather.json)
copied to 02-agents/sample_assets/ and 02-agents/resources/ since active
samples reference them.

* fix: address PR review comments, centralize resources, remove root duplicates

- Fix type annotation in 04_memory.py (string union -> proper types)
- Fix old sample paths in observability files
- Fix grammar/spelling in observability samples
- Move sample_assets/ and resources/ to shared/ folder
- Remove 8 duplicate observability files from 02-agents root
- Update resource path references in multimodal_input and provider samples

* fix: update broken links from old getting_started paths to new structure

- Update relative paths in READMEs: getting_started/ → 01-get-started/,
  02-agents/, 03-workflows/, 04-hosting/, 05-end-to-end/
- Fix absolute GitHub URLs in package READMEs
- Fix broken link in ollama package README

* fix: convert absolute GitHub URLs to relative paths for link checker

Absolute URLs to python/samples/ on main branch 404 until PR merges.
Converted to relative paths that linkspector can verify locally.

* fix: update link for handoff sample moved to orchestrations/

* fix: update chatkit-integration README path from demos/ to 05-end-to-end/

* fix: update broken links in orchestrations README to match flat directory structure
2026-02-12 17:36:36 +00:00

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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_ID="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!