Python: Test - #5344
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Tao Chen (TaoChenOSU) wants to merge 11 commits into
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* Experiment * Update dependency and add non streaming * Add more samples * Rename samples * Add invocations * Comments 1 * Comments 2 * Comments 3 * Improve README * Add local shell sample * WIP: Add eval and memory samples * Update user agent prefix * Update user agent prefix doc
* Add tests * fix tests and sample * Fix formatting * Remove function approval contents
* Refine samples and upgrade pacakges * Upgrade to a new package that fixes a bug * Update model env var
* Upgrade agentserver packages * Fix new types
* Add special handling for workflows * Address comments
Evan Mattson (moonbox3)
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Python Test Coverage Report •
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Pull request overview
This PR introduces a new Python package for hosting Agent Framework agents/workflows on Foundry Agent Server (Responses + Invocations APIs), updates telemetry to allow hosting layers to prepend a user-agent prefix, and replaces older “hosted_agents” end-to-end samples with a new set of Foundry-hosted-agent samples.
Changes:
- Add
agent-framework-foundry-hostingpackage (ResponsesHostServer,InvocationsHostServer) plus HTTP round-trip tests for Responses. - Add new
python/samples/04-hosting/foundry-hosted-agents/**sample set (Responses + Invocations). - Remove older
python/samples/05-end-to-end/hosted_agents/**sample set and update workspace/lock/cspell accordingly.
Reviewed changes
Copilot reviewed 67 out of 71 changed files in this pull request and generated 15 comments.
Show a summary per file
| File | Description |
|---|---|
| python/uv.lock | Adds the new workspace package and its pinned dependencies to the lockfile. |
| python/pyproject.toml | Registers agent-framework-foundry-hosting as a workspace dependency. |
| python/.cspell.json | Adds “agentserver” to the spellchecker dictionary. |
| python/packages/core/agent_framework/_telemetry.py | Adds support for prepending user-agent prefixes (used by hosting layers). |
| python/packages/foundry_hosting/pyproject.toml | New package definition for agent-framework-foundry-hosting. |
| python/packages/foundry_hosting/agent_framework_foundry_hosting/init.py | Exposes hosting servers from the new package. |
| python/packages/foundry_hosting/agent_framework_foundry_hosting/_responses.py | Implements Responses API hosting adapter for agents/workflows. |
| python/packages/foundry_hosting/agent_framework_foundry_hosting/_invocations.py | Implements Invocations API hosting adapter for agents. |
| python/packages/foundry_hosting/tests/test_responses.py | Adds HTTP round-trip tests for ResponsesHostServer. |
| python/packages/foundry_hosting/README.md | Placeholder README for the new hosting package. |
| python/packages/foundry_hosting/LICENSE | Adds MIT license for the new package. |
| python/samples/04-hosting/foundry-hosted-agents/responses/README.md | New top-level Responses hosting sample docs and index. |
| python/samples/04-hosting/foundry-hosted-agents/responses/using_deployed_agent.py | New client-side example for talking to a deployed agent. |
| python/samples/04-hosting/foundry-hosted-agents/responses/01_basic/requirements.txt | New basic Responses hosting sample dependencies. |
| python/samples/04-hosting/foundry-hosted-agents/responses/01_basic/main.py | New basic Responses hosting sample server. |
| python/samples/04-hosting/foundry-hosted-agents/responses/01_basic/agent.yaml | New basic sample agent config. |
| python/samples/04-hosting/foundry-hosted-agents/responses/01_basic/agent.manifest.yaml | New basic sample manifest for deployment. |
| python/samples/04-hosting/foundry-hosted-agents/responses/01_basic/README.md | New basic sample documentation. |
| python/samples/04-hosting/foundry-hosted-agents/responses/01_basic/Dockerfile | Container recipe for the basic sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/01_basic/.env.example | Example env file for the basic sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/01_basic/.dockerignore | Docker ignore for the basic sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/02_local_tools/requirements.txt | Local tools sample dependencies. |
| python/samples/04-hosting/foundry-hosted-agents/responses/02_local_tools/main.py | Local tools Responses hosting sample server. |
| python/samples/04-hosting/foundry-hosted-agents/responses/02_local_tools/agent.yaml | Local tools agent config. |
| python/samples/04-hosting/foundry-hosted-agents/responses/02_local_tools/agent.manifest.yaml | Local tools deployment manifest. |
| python/samples/04-hosting/foundry-hosted-agents/responses/02_local_tools/README.md | Local tools sample docs. |
| python/samples/04-hosting/foundry-hosted-agents/responses/02_local_tools/Dockerfile | Container recipe for local tools sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/02_local_tools/.env.example | Env example for local tools sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/02_local_tools/.dockerignore | Docker ignore for local tools sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/03_remote_mcp/requirements.txt | Remote MCP sample dependencies. |
| python/samples/04-hosting/foundry-hosted-agents/responses/03_remote_mcp/main.py | Remote MCP Responses hosting sample server. |
| python/samples/04-hosting/foundry-hosted-agents/responses/03_remote_mcp/agent.yaml | Remote MCP agent config. |
| python/samples/04-hosting/foundry-hosted-agents/responses/03_remote_mcp/agent.manifest.yaml | Remote MCP deployment manifest. |
| python/samples/04-hosting/foundry-hosted-agents/responses/03_remote_mcp/README.md | Remote MCP sample docs. |
| python/samples/04-hosting/foundry-hosted-agents/responses/03_remote_mcp/Dockerfile | Container recipe for remote MCP sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/03_remote_mcp/.env.example | Env example for remote MCP sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/03_remote_mcp/.dockerignore | Docker ignore for remote MCP sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/04_workflows/requirements.txt | Workflow sample dependencies. |
| python/samples/04-hosting/foundry-hosted-agents/responses/04_workflows/main.py | Workflow Responses hosting sample server. |
| python/samples/04-hosting/foundry-hosted-agents/responses/04_workflows/agent.yaml | Workflow agent config. |
| python/samples/04-hosting/foundry-hosted-agents/responses/04_workflows/agent.manifest.yaml | Workflow deployment manifest. |
| python/samples/04-hosting/foundry-hosted-agents/responses/04_workflows/README.md | Workflow sample docs. |
| python/samples/04-hosting/foundry-hosted-agents/responses/04_workflows/Dockerfile | Container recipe for workflow sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/04_workflows/.env.example | Env example for workflow sample. |
| python/samples/04-hosting/foundry-hosted-agents/responses/04_workflows/.dockerignore | Docker ignore for workflow sample. |
| python/samples/04-hosting/foundry-hosted-agents/invocations/01-basic/requirements.txt | Invocations basic sample dependencies. |
| python/samples/04-hosting/foundry-hosted-agents/invocations/01-basic/main.py | Invocations basic sample server. |
| python/samples/04-hosting/foundry-hosted-agents/invocations/01-basic/README.md | Invocations basic sample docs. |
| python/samples/05-end-to-end/hosted_agents/README.md | Removes legacy hosted agent samples index. |
| python/samples/05-end-to-end/hosted_agents/agent_with_hosted_mcp/requirements.txt | Removes legacy sample dependencies file. |
| python/samples/05-end-to-end/hosted_agents/agent_with_hosted_mcp/main.py | Removes legacy sample implementation. |
| python/samples/05-end-to-end/hosted_agents/agent_with_hosted_mcp/agent.yaml | Removes legacy sample agent config. |
| python/samples/05-end-to-end/hosted_agents/agent_with_text_search_rag/requirements.txt | Removes legacy sample dependencies file. |
| python/samples/05-end-to-end/hosted_agents/agent_with_text_search_rag/main.py | Removes legacy sample implementation. |
| python/samples/05-end-to-end/hosted_agents/agent_with_text_search_rag/agent.yaml | Removes legacy sample agent config. |
| python/samples/05-end-to-end/hosted_agents/agents_in_workflow/requirements.txt | Removes legacy sample dependencies file. |
| python/samples/05-end-to-end/hosted_agents/agents_in_workflow/main.py | Removes legacy sample implementation. |
| python/samples/05-end-to-end/hosted_agents/agents_in_workflow/agent.yaml | Removes legacy sample agent config. |
| python/samples/05-end-to-end/hosted_agents/agent_with_local_tools/requirements.txt | Removes legacy sample dependencies file. |
| python/samples/05-end-to-end/hosted_agents/agent_with_local_tools/main.py | Removes legacy sample implementation. |
| python/samples/05-end-to-end/hosted_agents/agent_with_local_tools/agent.yaml | Removes legacy sample agent config. |
| python/samples/05-end-to-end/hosted_agents/agent_with_local_tools/README.md | Removes legacy sample documentation. |
| python/samples/05-end-to-end/hosted_agents/agent_with_local_tools/.env.sample | Removes legacy env sample. |
| python/samples/05-end-to-end/hosted_agents/agent_with_local_tools/.dockerignore | Removes legacy docker ignore. |
| python/samples/05-end-to-end/hosted_agents/writer_reviewer_agents_in_workflow/requirements.txt | Removes legacy sample dependencies file. |
| python/samples/05-end-to-end/hosted_agents/writer_reviewer_agents_in_workflow/main.py | Removes legacy sample implementation. |
| python/samples/05-end-to-end/hosted_agents/writer_reviewer_agents_in_workflow/agent.yaml | Removes legacy sample agent config. |
| python/samples/05-end-to-end/hosted_agents/writer_reviewer_agents_in_workflow/README.md | Removes legacy sample documentation. |
| python/samples/05-end-to-end/hosted_agents/writer_reviewer_agents_in_workflow/Dockerfile | Removes legacy Dockerfile. |
| python/samples/05-end-to-end/hosted_agents/writer_reviewer_agents_in_workflow/.env.sample | Removes legacy env sample. |
| python/samples/05-end-to-end/hosted_agents/writer_reviewer_agents_in_workflow/.dockerignore | Removes legacy docker ignore. |
Tao Chen (TaoChenOSU)
marked this pull request as ready for review
April 17, 2026 22:45
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