Update dependency openai-agents to v0.9.0 by konflux-internal-p02[bot] · Pull Request #347 · red-hat-data-services/openvino_model_server

konflux-internal-p02 · 2026-01-21T17:05:56Z

Note: This PR body was truncated due to platform limits.

This PR contains the following updates:

Package	Change	Age	Confidence
openai-agents	`==0.2.11` -> `==0.9.0`

Release Notes

openai/openai-agents-python (openai-agents)

`v0.9.0`

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Key Changes

Python 3.9 is no longer supported

Since Python 3.9 is EOLed three months ago, this SDK no longer support the version. Please upgrade to Python 3.10 or newer.

Timeouts for function tools

Now you can pass the following options to customize function tool behavior:

timeout_seconds: float | None
timeout_behavior: ToolTimeoutBehavior = "error_as_result" # or "raise_exception"
timeout_error_function: ToolErrorFunction | None

`Agent#as_tool()` now returns `FunctionTool`

Additionally, the type hint for the value returned from the Agent#as_tool() method has been narrowed from Tool to FunctionTool. This change should not usually cause breaking issues, but if your code relies on the broader union type, you may need to make some adjustments on your side.

What's Changed

chore: drop Python 3.9 support across metadata, CI, and docs by @seratch in #2474
feat: #2346 add configurable timeout handling for function tools by @seratch in #2479
feat: add ToolOutputTrimmer for smart context management by @jkrish in #2468
fix: narrow Agent.as_tool return type to FunctionTool by @seratch in #2473
fix(tracing): propagate trace metadata to spans for processors by @seratch in #2478
fix(voice): handle odd-length audio buffers in StreamedAudioResult by @OiPunk in #2456

Documents & Other Changes

docs: update translated document pages by @github-actions[bot] in #2475
Release 0.9.0 by @github-actions[bot] in #2480

New Contributors

@jkrish made their first contribution in #2468

Full Changelog: openai/openai-agents-python@v0.8.4...v0.9.0

`v0.8.4`

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Key Changes

Hosted container tool + Skills

This release includes the hosted shell runtime tool along with its native skills support. Developers now can pass a container-based shell runtime with skills this way:

from agents import Agent, ShellTool

agent = Agent(
    name="Shell Agent",
    model="gpt-5.2",
    instructions="Use the available shell tool to answer user requests.",
    tools=[
        ShellTool(
            environment={
                "type": "container_auto",
                "network_policy": {"type": "disabled"},
                "skills": [
                    {
                        "type": "skill_reference",
                        "skill_id": "skill_698bbe879adc81918725cbc69dcae7960bc5613dadaed377",
                        "version": "1",
                    }
                ],
            }
        )
    ],
)

Refer to examples/tools/container_shell_inline_skill.py and examples/tools/container_shell_skill_reference.py for more details.

What's Changed

feat: add container shell + skills support by @seratch in #2469
fix(realtime): omit null audio formats in SIP call attach updates by @OiPunk in #2454
fix(result): support Pydantic model_rebuild for RunResultStreaming by @OiPunk in #2455
fix(tool): resolve default failure handler at invoke time by @OiPunk in #2460
fix(agent-tools): inherit parent RunConfig when agent-as-tool is invoked by @OiPunk in #2463
fix(stream): emit queued events before max-turns exception by @OiPunk in #2458
fix(prompt): omit tool_choice when prompt manages built-in tools by @OiPunk in #2464

Documents & Other Changes

docs: update translated document pages by @github-actions[bot] in #2452
fix(mcp): validate required params before call_tool by @OiPunk in #2453
docs: clarify Azure Realtime GA endpoint configuration by @OiPunk in #2440
docs: update translated document pages by @github-actions[bot] in #2466
Release 0.8.4 by @github-actions[bot] in #2465

Full Changelog: openai/openai-agents-python@v0.8.3...v0.8.4

`v0.8.3`

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What's Changed

Support model_version param for turn detection in realtime agents sdk by @jhills20 in #2450

Documents & Other Changes

docs: describe Pydantic Field annotations for tool args by @haasonsaas in #2436
Release 0.8.3 by @github-actions[bot] in #2451

Full Changelog: openai/openai-agents-python@v0.8.2...v0.8.3

`v0.8.2`

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What's Changed

feat: support Annotated[T, Field(...)] in function schema by @haasonsaas in #2435
feat: include agent in ToolContext tool calls by @rm-openai in #2446
fix(tracing): #2444 drop unsupported usage fields for OpenAI trace ingest by @seratch in #2448
fix(core): avoid noisy pydantic serialization warnings for model_dump items by @OiPunk in #2443
refactor: Extract duplicate Gemini tool call ID cleanup logic by @hobostay in #2438

Documents & Other Changes

docs: update document pages for v0.8.1 release by @seratch in #2432
docs: update translated document pages by @github-actions[bot] in #2434
Release 0.8.2 by @github-actions[bot] in #2447

New Contributors

@OiPunk made their first contribution in #2443
@hobostay made their first contribution in #2438
@haasonsaas made their first contribution in #2435

Full Changelog: openai/openai-agents-python@v0.8.1...v0.8.2

`v0.8.1`

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What's Changed

feat: add run-context thread reuse for codex_tool by @seratch in #2425
feat: add max turns in REPL by @xju2 in #2431
fix: #2426 persist streamed run-again tool items to session by @seratch in #2433
fix: preserve handoff target resolution compatibility in run-state agent maps by @seratch in #2423

Documents & Other Changes

docs: v0.8.0 changes by @seratch in #2405
docs: update translated document pages by @github-actions[bot] in #2420
Release 0.8.1 by @github-actions[bot] in #2424

New Contributors

@xju2 made their first contribution in #2431

Full Changelog: openai/openai-agents-python@v0.8.0...v0.8.1

`v0.8.0`

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Key Changes

Human-in-the-Loop (HITL)

The human-in-the-loop (HITL) flow enables your agents to pause execution until a person approves or rejects sensitive tool calls. Tools declare when they need approval, run results surface pending approvals as interruptions, and RunState lets you serialize and resume runs after decisions are made.

import asyncio
from agents import Agent, Runner, RunState, function_tool

@&#8203;function_tool
async def get_weather(city: str) -> str:
    return f"The weather in {city} is sunny"

# This function requires approval
@&#8203;function_tool(needs_approval=True)
async def get_temperature(city: str) -> str:
    return f"The temperature in {city} is 20° Celsius"

agent = Agent(
    name="Weather Assistant",
    instructions="You are a helpful weather assistant. Answer questions about weather and temperature using the available tools.",
    tools=[get_weather, get_temperature],
)

async def main():
    result = await Runner.run(agent, "What is the weather and temperature in Oakland?")
    has_interruptions = len(result.interruptions) > 0

    while has_interruptions:
        state = result.to_state()
        # Process each interruption
        for interruption in result.interruptions:
            print("\nTool call details:")
            print(f"  Agent: {interruption.agent.name}")
            print(f"  Tool: {interruption.name}")
            print(f"  Arguments: {interruption.arguments}")
            confirmed = await confirm("\nDo you approve this tool call?")
            if confirmed:
                print(f"✓ Approved: {interruption.name}")
                state.approve(interruption)
            else:
                print(f"✗ Rejected: {interruption.name}")
                state.reject(interruption)

        # Resume execution with the updated state
        print("\nResuming agent execution...")
        result = await Runner.run(agent, state)
        has_interruptions = len(result.interruptions) > 0

    print(result.final_output)

Refer to the document page and examples for more details.

Migration Guide

In this version, two runtime behavior changes may require migration work:

Function tools wrapping synchronous Python callables now execute on worker threads via asyncio.to_thread(...) instead of running on the event loop thread. If your tool logic depends on thread-local state or thread-affine resources, migrate to an async tool implementation or make thread affinity explicit in your tool code.
Local MCP tool failure handling is now configurable, and the default behavior can return model-visible error output instead of failing the whole run. If you rely on fail-fast semantics, set mcp_config={"failure_error_function": None}. Server-level failure_error_function values override the agent-level setting, so set failure_error_function=None on each local MCP server that has an explicit handler.

What's Changed

feat: #636 Add human-in-the-loop (HITL) support by @seratch in #2230
feat: add structured agent tool input support by @seratch in #2383
feat: add max_turns run error handlers by @seratch in #2347
feat: Add session customization params by @danielquintas8 in #2196
feat: #2367 add MCP tool meta resolver support by @seratch in #2375
feat: Image response from an MCP server by @seratch in #2369
feat: #1788 add configurable MCP tool failure handlers by @seratch in #2378
feat: Add CRLF support for apply_diff by @gustavz in #2394
feat: propagate tool description to ToolCallItem (#2379) by @k1eran in #2381
fix: Fix MCP tool timeouts halting agent flow by @habema in #2249
fix: Fix compaction-aware session check for lazy sessions for #2196 by @seratch in #2368
fix: #2370 guard realtime truncate against completed audio by @seratch in #2374
fix: #2386 offload sync tool execution to worker threads by @seratch in #2387
fix: include full usage details in generation span usage by @stanleychu2 in #2391
fix: #2370 send truncate events independent of response state by @seratch in #2385
fix: remove erroneous isinstance(agent, Tool) check in visualization by @leesta24 in #2399
feat: add tool_error_formatter for customizing error tool output by @seratch in #2400
fix: resolve a migration error in #2230 by @seratch in #2404
fix: preserve legacy positional previous_response_id in Runner.run_streamed by @seratch in #2408
fix: restore MCPUtil.to_function_tool legacy call compatibility by @seratch in #2409
fix: make codex subprocess stream limit configurable and validate bounds by @seratch in #2410
fix: preserve latest session tool outputs and keep orphan calls in non-resume input prep by @seratch in #2411
fix: preserve positional-argument compatibility for public runtime constructors by @seratch in #2413
fix: restore v0.7.0 constructor compatibility for RunResult types by @seratch in #2414
fix: restore replay compatibility for run context approvals and guardrail execution by @seratch in #2415
fix: cancel model task when parallel input guardrail trips by @seratch in #2416

Documents & Other Changes

Update docs for #2272 nested handoff to opt-in by @seratch in #2273
docs: update translated document pages by @github-actions[bot] in #2357
Add OpenAI Agents SDK + Restate integration to the docs by @gvdongen in #2359
docs: update translated document pages by @github-actions[bot] in #2360
docs: add prompt template setup steps and MCP server manager guide by @seratch in #2362
Upgrade GitHub Actions for Node 24 compatibility by @salmanmkc in #2355
Upgrade GitHub Actions to latest versions by @salmanmkc in #2356
docs: update translated document pages by @github-actions[bot] in #2363
Add PostHog integration link to tracing documentation by @andrewm4894 in #2380
docs: update translated document pages by @github-actions[bot] in #2382
chore(deps): bump actions/checkout from 6.0.1 to 6.0.2 by @dependabot[bot] in #2390
chore(deps): bump astral-sh/setup-uv from 5.4.2 to 7.2.1 by @dependabot[bot] in #2389
add Traccia integration link to tracing documentation by @AdityaSaroj in #2395
fix: correct typo 'revist' → 'revisit' in TODO comments by @leesta24 in #2398
chore: migrate repository skill paths to .agents/skills by @seratch in #2402
docs: Add Agents SDK DBOS integration to the docs for long-running agents and human-in-the-loop by @qianl15 in #2418
docs: update translated document pages by @github-actions[bot] in #2419
Release 0.8.0 by @github-actions[bot] in #2377

New Contributors

@gvdongen made their first contribution in #2359
@danielquintas8 made their first contribution in #2196
@andrewm4894 made their first contribution in #2380
@k1eran made their first contribution in #2381
@AdityaSaroj made their first contribution in #2395
@stanleychu2 made their first contribution in #2391
@leesta24 made their first contribution in #2399
@qianl15 made their first contribution in #2418

Full Changelog: openai/openai-agents-python@v0.7.0...v0.8.0

`v0.7.0`

Compare Source

Key Changes

Nested handoff behavior is now opt-in

The nested handoffs behavior were enabled by default in v0.6.0. Now, it is now disabled by default. To enable it again, you need to set the nest_handoff_history option to True.

from agents import Agent, MCPServerManager, RunConfig, Runner

agent = Agent(name="My agent", instructions="Be creative")
result = await Runner.run(
    agent,
    input="Hey, can you tell me something interesting about Japan?",
    run_config=RunConfig(nest_handoff_history=True),
)

MCPServerManager for multiple MCP server instances

Starting with this version, there is a new, convenient way to manage multiple MCP server instances. See #2350 and examples/mcp/manager_example.

from contextlib import asynccontextmanager
from fastapi import FastAPI
from agents import Agent, Runner
from agents.mcp import MCPServerManager, MCPServerStreamableHttp

@&#8203;asynccontextmanager
async def lifespan(app: FastAPI):
    async with MCPServerManager(
        servers=[
            MCPServerStreamableHttp({"url": 'http://localhost:8001/mcp'}),
            MCPServerStreamableHttp({"url": 'http://localhost:8002/mcp'}),
        ],
        connect_in_parallel=True,
    ) as manager:
        app.state.mcp_manager = manager
        yield

app = FastAPI(lifespan=lifespan)

@&#8203;app.post("/agent")
async def run_agent(req) -> dict[str, object]:
    agent = Agent(
        name="Test Agent",
        instructions="Use the MCP tools when needed.",
        mcp_servers= app.state.mcp_manager.active_servers,
    )
    result = await Runner.run(starting_agent=agent, input=build_query(req))
    return {"output": result.final_output}

Other key changes

The default reasoning.effort for gpt-5.1/5.2 is now set to "none"; if you rely on the previous default "low" set by the default model configuration, please explicitly set it to "low" in your agent's model_settings.
When using a sessions store, session_input_callback used to be required to be provided. Now, it is optional and the default behavior is to append the new input to the session history.

What's Changed

fix: #2211 Move nested handoffs to opt-in feature by @seratch in #2272
feat: add MCPServerManager for safely managing server lifecycle by @seratch in #2350
fix: Make session list inputs auto-append by default by @seratch in #2282
feat: update gpt-5.1/5.2 default model settings by @seratch in #2327
Add WebSocket custom options to OpenAIRealtimeWebSocketModel by @aligokalppeker in #2264

Documents & Other Changes

chore(deps): bump openai/codex-action from f5c0ca7 to 0861694 by @dependabot[bot] in #2340
chore(deps): bump actions/setup-python from 5.6.0 to 6.1.0 by @dependabot[bot] in #2341
chore(deps): bump astral-sh/setup-uv from e58605a to d4b2f3b by @dependabot[bot] in #2342
docs: #2343 clarify how to use compaction in practice by @seratch in #2344
docs: update translated document pages by @github-actions[bot] in #2345
Update all translated document pages by @github-actions[bot] in #2338
Release 0.7.0 by @github-actions[bot] in #2339

New Contributors

@dependabot[bot] made their first contribution in #2340

Full Changelog: openai/openai-agents-python@v0.6.9...v0.7.0

`v0.6.9`

Compare Source

What's Changed

feat: #2333 support input-based responses compaction with store-aware auto mode by @seratch in #2334
fix: #2061 handle invalid tool arguments JSON without crashing by @seratch in #2337
Release 0.6.9 by @github-actions[bot] in #2336

Full Changelog: openai/openai-agents-python@v0.6.8...v0.6.9

`v0.6.8`

Compare Source

What's Changed

Enhance exception handling in MCP server initialization and cleanup by @habema in #2268
Bump LiteLLM to fix Vertex AI function calling with no-param tools by @habema in #2329
Fix: Tool message ordering for Gemini models by @habema in #2331
fix: #2155 DeepSeek reasoning_content missing in tool call messages by @wahmd in #2328

Documents & Others

docs: add codex tool document section by @seratch in #2325
Update all translated document pages by @github-actions[bot] in #2326
Release 0.6.8 by @github-actions[bot] in #2332

New Contributors

@wahmd made their first contribution in #2328

Full Changelog: openai/openai-agents-python@v0.6.7...v0.6.8

`v0.6.7`

Compare Source

What's Changed

feat: add experimental Codex extension and tool by @seratch in #2320
Enforce max_output_length for shell tool outputs by @gustavz in #2299
fix: #2171 dedupe nested handoff inputs by @seratch in #2323
fix: #2317 defer compaction when local tool outputs are present by @seratch in #2322

Experimental: Codex Tool Support

Starting with this version, we have added a new experimental Codex extension (agents.extensions.experimental.codex). This extension allows you to use Codex as a tool within your agents. Since this module is still experimental, its behavior and implementation details may change in future releases.

If you run an agent with codex_tool() on a host where Codex is installed, the agent will use Codex as a tool to answer the question. The tool simply runs the Codex CLI as a subprocess, so all existing Codex configuration, skills, and capabilities are available without any additional setup.

See the example code and #2320 for more details.

Documents & Others

Update docs by @seratch in #2307
Update all translated document pages by @github-actions[bot] in #2312
Update all translated document pages by @github-actions[bot] in #2316
chore: update test coverage rules to exclude tests/* by @seratch in #2318
Release 0.6.7 by @github-actions[bot] in #2319

Full Changelog: openai/openai-agents-python@v0.6.6...v0.6.7

`v0.6.6`

Compare Source

What's Changed

feat: #2206 Add responses.compact: auto-compact long conversations by @ruskaruma in #2224 #2287
Add AsyncSQLiteSession (aiosqlite-backed async session store) by @gustavz in #2284
fix: #2009 #2010 Improve PCM duration calculation and handle VAD truncation by @ruskaruma in #2059
Fix thinking tokens not attached without tool calls (#2195) by @AryanBagade in #2290
Improve loading of OPENAI_AGENTS_DISABLE_TRACING by @seratch in #2302
Harden tracing shutdown logging against closed handlers by @seratch in #2270
fix: bump litellm to resolve pydantic deprecation warnings by @seratch in #2292
fix: #2291 silence LiteLLM serializer warnings in streaming (opt-in) by @seratch in #2295

Documents & Others

Add regression tests as prep for HITL changes by @seratch in #2267
Add verify-changes skill to this project by @seratch in #2271
docs: align contributor guide and skills with JS updates by @seratch in #2286
docs: add PR draft guidance skill by @seratch in #2288
Add runner script for examples and refresh sample outputs by @seratch in #2289
docs: add ExecPlan guidance and template by @seratch in #2298
Update examples by @seratch in #2300
feat: add examples auto-run skill and refresh example scripts by @seratch in #2303
Add two more agent skills by @seratch in #2304
misc: add docs-sync skill by @seratch in #2306
chore: add release workflows and review prompt by @seratch in #2309
chore: add release PR labeling and milestone fallback by @seratch in #2311
Release 0.6.6 by @github-actions[bot] in #2310

New Contributors

@AryanBagade made their first contribution in #2290

Full Changelog: openai/openai-agents-python@v0.6.5...v0.6.6

`v0.6.5`

Compare Source

What's Changed

Add per-run tracing API key support by @rm-openai in #2260
Add AgentHookContext with turn_input for agent hooks by @ihower in #2213
feat: Add tool guardrails to function_tool decorator args (ref #2218) by @seratch in #2227
Add realtime audio mapping support and SIP session payload tests by @seratch in #2225
fix: #2204 Convert tool execution exception to runtime error by @aligokalppeker in #2243
fix: handle output_text type in realtime text mode by @sbera77 in #2235
fix: #2222 Streaming is blocking and cannot be cancelled by @seratch in #2226
fix: Improve tracing shutdown safety by @seratch in #2229
Gemini 3 Pro support and cross-model conversation compatibility by @ihower in #2158
Preserve non-text tool outputs in LiteLLM and chatcmpl converters by @ihower in #2214
Add explicit content=None to assistant tool-call messages in Chat Completions converter by @ihower in #2238
v0.6.5 by @seratch in #2263

Documents

docs: Add document updates for #2169 changes by @seratch in #2170
Fix README.md typo in uv installation instructions by @zachparent-oai in #2210
docs: fix code typo in for loop by @aniketmaurya in #2209
Make example prompt consistent with Quick-start context by @zhaoyanthu in #2215
Update all translated document pages by @github-actions[bot] in #2207
Update all translated document pages by @github-actions[bot] in #2212
Update all translated document pages by @github-actions[bot] in #2219
Update all translated document pages by @github-actions[bot] in #2262

New Contributors

@zachparent-oai made their first contribution in #2210
@aniketmaurya made their first contribution in #2209
@zhaoyanthu made their first contribution in #2215
@aligokalppeker made their first contribution in #2243

Full Changelog: openai/openai-agents-python@v0.6.4...v0.6.5

`v0.6.4`

Compare Source

What's Changed

feat: Add on_stream to agents as tools by @seratch in #2169
fix: Enable creating/disposing Computer per agent run by @seratch in #2191
Expose failure_error_function in Agent.as_tool by @Nekowaii in #2179
fix #2181 FunctionTool.strict_json_schema is missing when using Chat Completions API by @seratch in #2182
fix: Enhance null handling for input and output token details in Usage class by @aliasgher-sketric in #2192
Upgrade GitHub Actions to latest versions by @salmanmkc in #2194
Upgrade GitHub Actions for Node 24 compatibility by @salmanmkc in #2193
Fix pypa/gh-action-pypi-publish version to use SHA pinning by @salmanmkc in #2198
v0.6.4 by @seratch in #2184

Documents

Print called tool's name in examples/basic/stream_items.py by @habema in #2174
docs: Upgrading to GPT-5.2 by @cguo-oai in #2188
Update all translated document pages by @github-actions[bot] in #2189
docs: Resolve code snippet issues within a narrow window size by @seratch in #2197

New Contributors

@cguo-oai made their first contribution in #2188
@salmanmkc made their first contribution in #2194
@Nekowaii made their first contribution in #2179
@aliasgher-sketric made their first contribution in #2192

Full Changelog: openai/openai-agents-python@v0.6.3...v0.6.4

`v0.6.3`

Compare Source

What's Changed

feat: preserve logprobs from chat completions API in ModelResponse by @JRMeyer in #2134
Attach context to apply patch operations by @gustavz in #2162
[fix] Realtime CLI demo energy threshold by @lionel-oai in #2166
upgrade openai dep to v2.9.0 by @rm-openai in #2177
v0.6.3 by @rm-openai in #2178

New Contributors

@JRMeyer made their first contribution in #2134
@gustavz made their first contribution in #2162
@lionel-oai made their first contribution in #2166

Full Changelog: openai/openai-agents-python@v0.6.2...v0.6.3

`v0.6.2`

Compare Source

What's Changed

fix: allow static tool filtering without agent and run_context in MCPServer by @sevakva in #2108
Fix as_tool returning blank string on early tool termination by @ihower in #2112
docs: clarify handoff() docs, callable not supported by @ihower in #2116
Fix: usage from earlier stream chunks when later chunks have none by @ihower in #2126
Fix #2130 streaming hang when session.add_items raises an exception by [@ihower](https://redirect.github.com/

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Documentation

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openshift-ci · 2026-01-21T17:06:05Z

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openshift-ci · 2026-01-21T17:06:10Z

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openshift-ci bot requested review from Jooho and Raghul-M January 21, 2026 17:06

openshift-ci bot added the needs-ok-to-test label Jan 21, 2026

konflux-internal-p02 bot force-pushed the konflux/mintmaker/rhoai-3.4/openai-agents-0.x branch from 6cc8147 to e350a91 Compare January 23, 2026 01:10

konflux-internal-p02 bot changed the title ~~Update dependency openai-agents to v0.6.9~~ Update dependency openai-agents to v0.7.0 Jan 23, 2026

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konflux-internal-p02 bot changed the title ~~Update dependency openai-agents to v0.8.0~~ Update dependency openai-agents to v0.8.1 Feb 7, 2026

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konflux-internal-p02 bot changed the title ~~Update dependency openai-agents to v0.8.3~~ Update dependency openai-agents to v0.8.4 Feb 12, 2026

Update dependency openai-agents to v0.9.0

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konflux-internal-p02 bot force-pushed the konflux/mintmaker/rhoai-3.4/openai-agents-0.x branch from 19d439e to 7f55fcc Compare February 14, 2026 04:49

konflux-internal-p02 bot changed the title ~~Update dependency openai-agents to v0.8.4~~ Update dependency openai-agents to v0.9.0 Feb 14, 2026

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Update dependency openai-agents to v0.9.0#347

Update dependency openai-agents to v0.9.0#347
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konflux-internal-p02 bot commented Jan 21, 2026 •

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`Agent#as_tool()` now returns `FunctionTool`