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This commit is contained in:
@@ -0,0 +1,65 @@
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# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========
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import os
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from dataclasses import dataclass
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from dotenv import load_dotenv
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from pydantic_ai import Agent
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from pydantic_ai_backends import create_console_toolset
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from mirage import MountMode, Workspace
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from mirage.agents.pydantic_ai import PydanticAIWorkspace, build_system_prompt
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from mirage.resource.s3 import S3Config, S3Resource
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load_dotenv(".env.development")
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config = S3Config(
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bucket=os.environ["AWS_S3_BUCKET"],
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region=os.environ.get("AWS_DEFAULT_REGION", "us-east-1"),
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aws_access_key_id=os.environ["AWS_ACCESS_KEY_ID"],
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aws_secret_access_key=os.environ["AWS_SECRET_ACCESS_KEY"],
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)
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s3 = S3Resource(config)
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ws = Workspace({"/s3/": s3}, mode=MountMode.READ)
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@dataclass
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class Deps:
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backend: PydanticAIWorkspace
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backend = PydanticAIWorkspace(ws)
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agent = Agent(
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"openai:gpt-4.1",
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system_prompt=build_system_prompt(
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mount_info={"/s3/": "S3 bucket (CSV, Parquet, JSONL)"}),
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deps_type=Deps,
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toolsets=[create_console_toolset()],
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)
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task = ("Explore and summarize the data in /s3/data/."
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" Use head command for large files and do not write anything.")
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result = agent.run_sync(task, deps=Deps(backend=backend))
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print(result.output)
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records = ws.ops.records
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if records:
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total = sum(r.bytes for r in records)
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print(f"\n--- {len(records)} ops, {total:,} bytes ---")
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for r in records:
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print(f" {r.op:<8} {r.source:<8} {r.bytes:>10,} B "
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f"{r.duration_ms:>5} ms {r.path}")
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@@ -0,0 +1,76 @@
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# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========
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import os
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from dataclasses import dataclass
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import anthropic.types.beta.beta_web_search_tool_20250305_param as _ws_mod
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from dotenv import load_dotenv
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if not hasattr(_ws_mod, "UserLocation"):
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class _UserLocation:
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def __init__(self, **kwargs):
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self.__dict__.update(kwargs)
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_ws_mod.UserLocation = _UserLocation
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from pydantic_ai import Agent
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from pydantic_ai_backends import create_console_toolset
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from mirage import MountMode, Workspace
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from mirage.agents.pydantic_ai import PydanticAIWorkspace, build_system_prompt
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from mirage.resource.s3 import S3Config, S3Resource
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load_dotenv(".env.development")
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config = S3Config(
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bucket=os.environ["AWS_S3_BUCKET"],
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region=os.environ.get("AWS_DEFAULT_REGION", "us-east-1"),
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aws_access_key_id=os.environ["AWS_ACCESS_KEY_ID"],
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aws_secret_access_key=os.environ["AWS_SECRET_ACCESS_KEY"],
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)
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s3 = S3Resource(config)
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ws = Workspace({"/s3/": s3}, mode=MountMode.READ)
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@dataclass
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class Deps:
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backend: PydanticAIWorkspace
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backend = PydanticAIWorkspace(ws)
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agent = Agent(
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"anthropic:claude-sonnet-4-20250514",
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system_prompt=build_system_prompt(
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mount_info={"/s3/": "S3 bucket with PDF documents"}),
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deps_type=Deps,
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toolsets=[create_console_toolset()],
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)
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task = ("Read the PDF at /s3/data/example.pdf."
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" Summarize the first 5 pages of the paper.")
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result = agent.run_sync(task, deps=Deps(backend=backend))
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print(result.output)
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records = ws.ops.records
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if records:
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total = sum(r.bytes for r in records)
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print(f"\n--- {len(records)} ops, {total:,} bytes ---")
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for r in records:
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print(f" {r.op:<8} {r.source:<8} {r.bytes:>10,} B "
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f"{r.duration_ms:>5} ms {r.path}")
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@@ -0,0 +1,91 @@
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# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ========= Copyright 2026 @ Strukto.AI All Rights Reserved. =========
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import os
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import time
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from dataclasses import dataclass
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from dotenv import load_dotenv
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from pydantic_ai import Agent
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from pydantic_ai_backends import create_console_toolset
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from mirage import MountMode, Workspace
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from mirage.agents.pydantic_ai import PydanticAIWorkspace
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from mirage.resource.slack import SlackConfig, SlackResource
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load_dotenv(".env.development")
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slack = SlackResource(
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config=SlackConfig(token=os.environ["SLACK_BOT_TOKEN"],
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search_token=os.environ.get("SLACK_USER_TOKEN")))
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ws = Workspace({"/slack": slack}, mode=MountMode.READ)
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@dataclass
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class Deps:
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backend: PydanticAIWorkspace
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backend = PydanticAIWorkspace(ws)
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agent = Agent(
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"openai:gpt-5.4-mini",
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system_prompt=ws.file_prompt,
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deps_type=Deps,
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toolsets=[
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create_console_toolset(require_execute_approval=False,
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image_support=True)
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],
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)
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def main():
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task = (
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"Read and summarize the latest PNG and PDF in the slack "
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"general channel. Open each file with read_file before responding.")
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print(f"=== Task: {task} ===")
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print()
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t0 = time.perf_counter()
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result = agent.run_sync(task, deps=Deps(backend=backend))
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elapsed = time.perf_counter() - t0
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print(result.output)
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print()
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print(f"--- {elapsed:.1f}s ---")
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records = ws.ops.records
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if records:
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total = sum(r.bytes for r in records)
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print(f"--- {len(records)} ops, {total:,} bytes ---")
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for r in records:
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print(f" {r.op:<8} {r.source:<8} {r.bytes:>10,} B "
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f"{r.duration_ms:>5} ms {r.path}")
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# Single-agent flow.
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#
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# Pydantic AI's tool channel accepts multimodal `BinaryContent` blocks in
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# `ToolReturn.content`, so the agent's `read()` tool can return rendered
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# PDF pages and image bytes inline in its context. No two-phase
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# orchestration needed — unlike the OpenAI Agents SDK, where tool
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# returns are text-only (issue #341) and PDFs require pre-attach via
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# the Files API in a separate user-message turn.
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#
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# Mirage wiring is done by mirage.agents.pydantic_ai.PydanticAIWorkspace
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# in backend.py: when `read(path)` ends in .pdf, it routes through
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# `pages_to_images` and packs each page as
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# `BinaryContent(media_type="image/png")`. Resource-agnostic: the same
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# flow works for /s3, /disk, /slack/.../files/, etc.
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if __name__ == "__main__":
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main()
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