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Unofficial OpenAI-compatible HTTP bridge for Factory Droid

Project description

Factory Droid OpenAI Bridge

CI Codecov Python 3.11+ License: Apache-2.0

Unofficial, local-first OpenAI-compatible HTTP bridge for Factory Droid using droid-sdk-python.

Connect OpenAI-compatible clients, frameworks, and agents to a locally authenticated Factory Droid CLI through /v1/chat/completions.

This project is not affiliated with, endorsed by, or maintained by Factory.

Quick start

Requires Python 3.11+, an installed droid CLI, and an authenticated Factory session.

git clone https://github.com/mrwogu/factory-droid-openai.git
cd factory-droid-openai
uv sync
FACTORY_DROID_OPENAI_WORKDIR="/path/to/your/project" \
  uv run factory-droid-openai

From another terminal, send an explicit Droid model ID:

curl --fail http://127.0.0.1:8787/v1/chat/completions \
  -H 'Content-Type: application/json' \
  -d '{
    "model": "gpt-5.4",
    "messages": [
      {"role": "user", "content": "Reply with hello."}
    ]
  }'

Use an ID listed under Available Models by droid exec --help. The bridge forwards every model value except its factory-droid alias directly to Droid. The alias requests the Droid CLI's configured default instead of selecting a model explicitly. Examples below use explicit gpt-5.4 and gemini-3.1-pro-preview model IDs.

API compatibility

✅ Supported · ⚠️ Partial · ❌ Unsupported

OpenAI capability Status Bridge behavior
Text chat completions Returns one assistant choice
System and developer messages Serialized with the complete transcript
Non-streaming responses OpenAI-compatible JSON completion
Streaming responses SSE chunks followed by [DONE]
Function tool schemas Serialized into the strict Droid prompt
Tool choice auto, none, required, or one named function
Tool-result continuation Client resends the complete transcript on the next request
Parallel tool calls Several sequential tool calls per turn, bounded by a configured cap
Stop sequences stop truncates the reply and interrupts the Droid turn
Reasoning output Emitted as reasoning and reasoning_content
Token usage Includes cache read and write token details
Model selection Alias uses the Droid default; other IDs are forwarded
Multimodal content ⚠️ Inline image and file data URIs use SDK attachments; remote URLs are rejected
Structured outputs response_format and JSON schema enforcement are ignored
Sampling controls temperature, top_p, penalties, and seed are ignored
Multiple choices n runs that many Droid turns sequentially and returns n choices
Log probabilities logprobs and top_logprobs are ignored
Output token limits max_tokens and max_completion_tokens are ignored
Stored completions store, metadata, listing, retrieval, and deletion are unavailable
Prompt cache controls OpenAI cache keys and retention settings are ignored
Built-in web search web_search_options is ignored
Audio output Audio modalities and audio response fields are ignored

Unsupported API families

API family Status
Responses API
Embeddings
Images
Audio
Files and batches
Fine-tuning
Moderations
Realtime
Vector stores and uploads

Features

  • OpenAI-compatible POST /v1/chat/completions
  • OpenAI-compatible GET /v1/models
  • Non-streaming JSON responses
  • Streaming server-sent events with [DONE] termination
  • System, developer, user, assistant, and tool message mapping
  • Function tool schemas and validated tool-call responses
  • Reasoning delta and token usage mapping
  • Optional constant-time bearer authentication
  • Bounded request timeout, payload size, and process concurrency
  • Queue-based admission control and Prometheus-style metrics
  • Inline image and document attachments over the native SDK channel
  • Stop sequences, n choices, and multiple tool calls per turn
  • Optional Droid session continuity across requests
  • Client disconnect cancellation
  • Factory-native tool blocking
  • Versioned and externally validated OpenAPI 3.1 contract
  • Strict typing, locked dependencies, and 97% test coverage

How it works

OpenAI client
    |
    | POST /v1/chat/completions
    v
Factory Droid OpenAI Bridge
    |
    | OpenAI transcript + tool schemas encoded as JSON
    v
droid-sdk-python
    |
    | JSON-RPC over a local droid exec subprocess
    v
Factory Droid

Factory's SDK controls a complete Droid agent rather than exposing a raw model inference endpoint. The bridge creates a new Droid session for each completion, serializes the complete OpenAI transcript into one prompt, and maps Droid stream events back to OpenAI response objects.

External tools use a strict text protocol. Droid emits:

<tool_call>{"name":"weather","arguments":{"city":"Gdansk"}}</tool_call>

The bridge validates the tool name and JSON arguments, then returns a standard OpenAI tool_calls object. The OpenAI client executes the tool and sends its result in the next request.

Requirements

  • Python 3.11 or newer
  • Installed Factory droid CLI
  • Authenticated Droid session

Verify the CLI before starting the bridge:

droid --version

Run Droid normally once if authentication or first-time setup is required.

Installation

Released versions are published to PyPI.

uv

uv tool install factory-droid-openai
factory-droid-openai

pipx

pipx install factory-droid-openai
factory-droid-openai

pip

python3 -m venv .venv
.venv/bin/python -m pip install factory-droid-openai
.venv/bin/factory-droid-openai

From source

git clone https://github.com/mrwogu/factory-droid-openai.git
cd factory-droid-openai
uv sync
uv run factory-droid-openai

The default address is http://127.0.0.1:8787.

Check health and inspect the configured alias:

curl --fail http://127.0.0.1:8787/health
curl --fail http://127.0.0.1:8787/v1/models

Stream a completion:

curl --no-buffer --fail http://127.0.0.1:8787/v1/chat/completions \
  -H 'Content-Type: application/json' \
  -d '{
    "model": "gemini-3.1-pro-preview",
    "stream": true,
    "messages": [
      {"role": "user", "content": "Count from one to three."}
    ]
  }'

OpenAI Python client

Install the official client in your application:

python -m pip install "openai>=2,<3"

Non-streaming

from openai import OpenAI

client = OpenAI(
    base_url="http://127.0.0.1:8787/v1",
    api_key="none",
)

response = client.chat.completions.create(
    model="gpt-5.4",
    messages=[
        {"role": "system", "content": "Answer concisely."},
        {"role": "user", "content": "Explain JSON-RPC in one sentence."},
    ],
)

print(response.choices[0].message.content)

Streaming

from openai import OpenAI

client = OpenAI(
    base_url="http://127.0.0.1:8787/v1",
    api_key="none",
)

stream = client.chat.completions.create(
    model="gemini-3.1-pro-preview",
    messages=[{"role": "user", "content": "Count from one to three."}],
    stream=True,
)

for chunk in stream:
    delta = chunk.choices[0].delta
    if delta.content:
        print(delta.content, end="", flush=True)

Function tools

import json

from openai import OpenAI

client = OpenAI(
    base_url="http://127.0.0.1:8787/v1",
    api_key="none",
)

messages = [{"role": "user", "content": "What is the weather in Gdansk?"}]
tools = [
    {
        "type": "function",
        "function": {
            "name": "get_weather",
            "description": "Read current weather for a city.",
            "parameters": {
                "type": "object",
                "properties": {
                    "city": {"type": "string"},
                },
                "required": ["city"],
                "additionalProperties": False,
            },
        },
    }
]

first = client.chat.completions.create(
    model="gpt-5.4",
    messages=messages,
    tools=tools,
)
assistant = first.choices[0].message
messages.append(assistant.model_dump(exclude_none=True))

for tool_call in assistant.tool_calls or []:
    arguments = json.loads(tool_call.function.arguments)
    result = {"city": arguments["city"], "temperature_c": 20}
    messages.append(
        {
            "role": "tool",
            "tool_call_id": tool_call.id,
            "content": json.dumps(result),
        }
    )

final = client.chat.completions.create(
    model="gpt-5.4",
    messages=messages,
    tools=tools,
)
print(final.choices[0].message.content)

Hermes Agent

Configure Hermes as a custom OpenAI-compatible provider in ~/.hermes/config.yaml:

model:
  provider: custom
  default: gpt-5.4
  base_url: http://127.0.0.1:8787/v1
  api_key: none
  api_mode: chat_completions

model.default is forwarded to Droid as an explicit model ID. Replace it with another ID from droid exec --help when needed.

Hermes retains ownership of tool execution. The bridge converts Droid's strict tool protocol into OpenAI tool_calls, and Hermes returns tool results in the next serialized transcript.

When bearer authentication is enabled, set the same token as model.api_key.

OpenClaw

Configure OpenClaw's openai-completions adapter in ~/.openclaw/openclaw.json, following the custom provider model. Set a bridge token in the environment used by both processes:

export FACTORY_DROID_OPENAI_API_KEY="$(python -c 'import secrets; print(secrets.token_urlsafe(32))')"

Add this JSON5 configuration:

{
  agents: {
    defaults: {
      model: { primary: "factory-droid/gpt-5.4" },
      models: {
        "factory-droid/gpt-5.4": {
          alias: "GPT-5.4 via Factory Droid",
        },
      },
    },
  },
  models: {
    mode: "merge",
    providers: {
      "factory-droid": {
        baseUrl: "http://127.0.0.1:8787/v1",
        apiKey: "${FACTORY_DROID_OPENAI_API_KEY}",
        api: "openai-completions",
        timeoutSeconds: 600,
        models: [
          {
            id: "gpt-5.4",
            name: "GPT-5.4 via Factory Droid",
            reasoning: true,
            input: ["text"],
            compat: {
              supportsDeveloperRole: true,
              supportsReasoningEffort: true,
              supportsUsageInStreaming: true,
              supportsTools: true,
              supportsStrictMode: false,
            },
          },
        ],
      },
    },
  },
}

Here, the first factory-droid segment names the OpenClaw provider. The gpt-5.4 segment and model id are the explicit Droid model ID.

Start the bridge from the working directory Droid should access, then restart the OpenClaw gateway. Verify the configuration with:

openclaw doctor
openclaw models list

OpenClaw retains ownership of tool execution. Tool calling, tool-result continuation, streaming usage, developer messages, and reasoning effort are enabled explicitly. Strict tool schemas, temperature control, multimodal SDK attachments, and parallel tool calls remain unsupported by this bridge.

API reference

Endpoints

Method Endpoint Description
GET /health Process health check
GET /v1/models Configured bridge model alias
POST /v1/chat/completions Chat completions and streaming
GET /metrics Prometheus-style bridge metrics
GET /openapi.json OpenAPI 3.1 contract
GET /docs Interactive Swagger UI
GET /redoc Interactive ReDoc reference

OpenAPI contract

The versioned OpenAPI 3.1 document describes the supported HTTP contract. Regenerate and validate it after changing routes or models:

uv run python scripts/generate_openapi.py
uv run openapi-spec-validator openapi.json

Tests compare the committed document with FastAPI's generated schema. CI also validates it independently with openapi-spec-validator, so malformed or stale API contracts fail automatically. The contract covers the implemented OpenAI-compatible subset, not the complete OpenAI platform. Separate contract tests exercise models, non-streaming chat, streaming chat, usage, and function tool calls through the official openai Python client.

Request fields

Field Support Behavior
model Yes Alias uses Droid default; other values become Droid model IDs
messages Yes Complete transcript serialized in original order
tools Yes OpenAI function tools
tool_choice Yes auto, none, required, or one named function
stream Yes OpenAI-compatible SSE chunks
stream_options.include_usage Yes Emits null usage on normal chunks and one final usage-only chunk
stream_options.include_obfuscation No Accepted but ignored
n Yes Runs n Droid turns sequentially, capped by the server
stop Yes String or list; truncates output and interrupts the turn
parallel_tool_calls Yes true allows several tool calls per turn, false allows one
factory_droid_session_id Yes Bridge-specific session continuation, disabled by default
factory_droid_status Yes Bridge-specific Droid working-state SSE events
reasoning_effort Yes Mapped to Droid reasoning effort
factory_droid_reasoning_effort Yes Bridge-specific override
timeout Yes Per-request value capped by server timeout
temperature, top_p, penalties, seed No Accepted but ignored
max_tokens, max_completion_tokens No Accepted but ignored
response_format No Accepted but not enforced
functions, function_call No Legacy function-calling fields are ignored
modalities, audio No Accepted but ignored
logprobs, top_logprobs, logit_bias No Accepted but ignored
store, metadata, user, safety_identifier No Accepted but ignored
prompt_cache_key, cache options and retention No Accepted but ignored
prediction, service_tier, verbosity No Accepted but ignored
web_search_options No Accepted but ignored
Unknown fields Accepted Ignored by the bridge

The bridge currently returns one choice with index 0.

Model selection

factory-droid is a server-side alias. It passes no explicit model ID and lets Droid use its configured default model.

Any other model value is forwarded as model_id during Droid session initialization:

{
  "model": "gpt-5.4",
  "messages": [{"role": "user", "content": "Hello"}]
}

For the official OpenAI client, the same explicit selection is:

client.chat.completions.create(
    model="gemini-3.1-pro-preview",
    messages=[{"role": "user", "content": "Hello"}],
)

Run droid exec --help to list model IDs available in the installed Droid CLI. Availability also depends on the authenticated Factory account.

Reasoning

Supported values follow droid-sdk-python:

  • none
  • dynamic
  • off
  • minimal
  • low
  • medium
  • high
  • xhigh
  • max

Reasoning text appears as both reasoning and reasoning_content for broad client compatibility.

Multimodal attachments

Image and file content parts are delivered over the Droid SDK's native attachment channel instead of being inlined into the prompt text. The transcript keeps a short placeholder in their place, so positional context survives without sending the payload twice.

client.chat.completions.create(
    model="gpt-5.4",
    messages=[
        {
            "role": "user",
            "content": [
                {"type": "text", "text": "What is in this screenshot?"},
                {
                    "type": "image_url",
                    "image_url": {"url": "data:image/png;base64,<base64>"},
                },
            ],
        }
    ],
)

Supported inline media types are image/jpeg, image/png, image/gif, image/webp, application/pdf, and text/plain. Remote http(s) URLs and file_id references are rejected with HTTP 400: the bridge never fetches remote content on a client's behalf. Model support for images and PDFs still depends on the selected Droid model.

Session continuity

By default every request creates a new Droid session and serializes the whole transcript. Setting FACTORY_DROID_OPENAI_SESSION_CONTINUITY=true lets a client continue an existing session instead, so only the new turn is sent:

first = client.chat.completions.create(model="gpt-5.4", messages=messages)
session_id = first.model_extra["factory_droid_session_id"]

second = client.chat.completions.create(
    model="gpt-5.4",
    messages=[*messages, assistant_reply, next_question],
    extra_body={"factory_droid_session_id": session_id},
)

The session ID is also returned in the x-factory-droid-session-id response header, and announced in the first streaming chunk.

Only sessions this bridge process created can be continued. Session IDs stored by the local Droid CLI - including your own interactive sessions - are rejected with HTTP 404, so a client cannot read back conversations it does not own. Restarting the bridge clears the set of continuable sessions.

Droid status events

factory_droid_status: true adds Droid working-state transitions to a streaming response as an extra factory_droid_status key inside the chunk delta:

{"choices":[{"index":0,"delta":{"factory_droid_status":"executing_tool"}}]}

States follow the SDK: idle, streaming_assistant_message, waiting_for_tool_confirmation, executing_tool, and compacting_conversation. The field is absent unless explicitly requested, so strict OpenAI clients are unaffected.

Errors

Non-streaming failures use the OpenAI error object:

{
  "error": {
    "message": "Factory Droid executable was not found: droid",
    "type": "factory_droid_unavailable",
    "param": null,
    "code": null
  }
}
HTTP status Meaning
400 Invalid request or unsupported option
401 Missing or invalid bearer token
404 Unknown Factory Droid session
413 Request body or serialized transcript over the configured limit
429 Droid request queue full, with a Retry-After header
502 Droid SDK, process, or bridge protocol failure
503 Droid executable unavailable
504 Request timeout

After streaming headers are sent, errors arrive as an SSE error object followed by [DONE].

Configuration

Environment variable Default Description
FACTORY_DROID_OPENAI_HOST 127.0.0.1 Listen address
FACTORY_DROID_OPENAI_PORT 8787 Listen port
FACTORY_DROID_OPENAI_API_KEY unset Optional bearer token
FACTORY_DROID_PATH droid Droid executable path
FACTORY_DROID_OPENAI_WORKDIR current directory Droid working directory
FACTORY_DROID_OPENAI_TIMEOUT_SECONDS 600 Maximum request duration
FACTORY_DROID_OPENAI_BODY_TIMEOUT_SECONDS 30 Maximum time to receive a request body
FACTORY_DROID_OPENAI_MAX_CONCURRENCY 1 Concurrent Droid subprocesses
FACTORY_DROID_OPENAI_MAX_QUEUE_SIZE 8 Requests waiting for a Droid slot
FACTORY_DROID_OPENAI_RETRY_AFTER_SECONDS 1 Retry-After value sent with 429
FACTORY_DROID_OPENAI_MAX_REQUEST_BYTES 4194304 Request body size limit
FACTORY_DROID_OPENAI_MAX_MESSAGES 512 Messages accepted per request
FACTORY_DROID_OPENAI_MAX_TOOLS 128 Tool schemas accepted per request
FACTORY_DROID_OPENAI_MAX_TRANSCRIPT_BYTES 4194304 Serialized transcript size limit
FACTORY_DROID_OPENAI_MAX_TOOL_SCHEMA_BYTES 1048576 Serialized tool schema size limit
FACTORY_DROID_OPENAI_MAX_JSON_DEPTH 32 Request JSON nesting limit
FACTORY_DROID_OPENAI_PROCESS_GRACE_SECONDS 1 Wait before killing a Droid process
FACTORY_DROID_OPENAI_CLEANUP_TIMEOUT_SECONDS 4 Total budget for session cleanup
FACTORY_DROID_OPENAI_UVICORN_LIMIT_CONCURRENCY 64 Uvicorn connection limit
FACTORY_DROID_OPENAI_UVICORN_BACKLOG 128 Uvicorn listen backlog
FACTORY_DROID_OPENAI_MAX_TOOL_CALLS 8 Tool calls accepted per Droid turn
FACTORY_DROID_OPENAI_MAX_ATTACHMENTS 16 Inline attachments per request
FACTORY_DROID_OPENAI_MAX_ATTACHMENT_BYTES 8388608 Total encoded attachment bytes
FACTORY_DROID_OPENAI_MAX_CHOICES 4 Upper bound for n
FACTORY_DROID_OPENAI_MAX_STOP_SEQUENCES 4 Upper bound for stop entries
FACTORY_DROID_OPENAI_SESSION_CONTINUITY false Allow continuing bridge-created sessions
FACTORY_DROID_OPENAI_MAX_TRACKED_SESSIONS 256 Continuable sessions kept in memory
FACTORY_DROID_OPENAI_WORKTREE unset Run Droid in a git worktree
FACTORY_DROID_OPENAI_APPEND_SYSTEM_PROMPT_FILE unset File appended to the Droid system prompt
FACTORY_DROID_OPENAI_MODEL_ALIAS factory-droid Alias using Droid default model

Command-line options:

usage: factory-droid-openai [-h] [--host HOST] [--port PORT]
                            [--limit-concurrency LIMIT_CONCURRENCY]
                            [--backlog BACKLOG]
                            [--log-level {critical,error,warning,info,debug,trace}]

Environment variables define defaults. The command-line options override the matching server settings.

Limits and metrics

Every request passes two gates before a Droid process is involved.

Size limits are enforced while the body is still arriving, so an oversized payload is rejected with 413 instead of being buffered in full. Body bytes, message count, tool count, serialized transcript size, tool schema size, and JSON nesting depth each have their own bound.

Admission control then bounds how many requests reach Droid. Requests beyond FACTORY_DROID_OPENAI_MAX_CONCURRENCY wait in a queue of at most FACTORY_DROID_OPENAI_MAX_QUEUE_SIZE; once that is full the bridge answers 429 with a Retry-After header rather than queueing without limit.

GET /metrics renders Prometheus-style text. It is excluded from the OpenAPI contract because it is an operational endpoint, not part of the OpenAI API surface.

Metric Meaning
factory_droid_openai_requests_total Requests by outcome
factory_droid_openai_request_duration_seconds Request duration sum and count
factory_droid_openai_queue_wait_seconds Time spent waiting for admission
factory_droid_openai_droid_startup_seconds Droid session startup time
factory_droid_openai_ttft_seconds Time to first token
factory_droid_openai_active_sessions Droid sessions running now
factory_droid_openai_queued_requests Requests waiting for admission
factory_droid_openai_overload_rejections_total Requests rejected with 429
factory_droid_openai_payload_rejections_total Requests rejected with 413
factory_droid_openai_forced_kills_total Droid processes that needed a kill

forced_kills_total counts any process that did not exit within its grace period, so treat it as an upper bound on genuinely stuck processes.

Serve /metrics on a loopback interface or behind your own access control; it carries no prompt content, but it does expose traffic shape.

Authentication

Local loopback use requires no bridge token by default. OpenAI clients still expect an API key value, so use a placeholder such as none.

Enable bearer authentication:

export FACTORY_DROID_OPENAI_API_KEY="$(python -c 'import secrets; print(secrets.token_urlsafe(32))')"
factory-droid-openai

Send the token:

curl --fail http://127.0.0.1:8787/v1/models \
  -H "Authorization: Bearer $FACTORY_DROID_OPENAI_API_KEY"

Never expose an unauthenticated bridge on a non-loopback interface. See SECURITY.md before remote deployment.

Tool execution safety

The OpenAI client, not Factory Droid, owns tool execution.

For every Droid session, the bridge:

  1. Sets Droid autonomy to off.
  2. Cancels permission requests.
  3. Cancels interactive questions.
  4. Passes no additional enabled tool IDs.
  5. Rejects any Factory-native tool event.
  6. Validates generated tool names against the request schema.
  7. Requires tool arguments to be a JSON object with unique keys.
  8. Caps the number of tool calls accepted in one turn.
  9. Rejects any non-whitespace output between or after tool calls.
  10. Refuses to fetch remote attachment URLs.
  11. Only continues Droid sessions this bridge process created.

Set FACTORY_DROID_OPENAI_WORKDIR to the smallest directory required by your workflow.

Bridge architecture limits

This is a compatibility bridge, not a native OpenAI inference implementation.

Limitation Effect
No native SDK chat-history input History is serialized into one prompt unless session continuity is enabled
No native SDK external-tool schemas Tool definitions are serialized into the prompt
No native SDK tool-result continuation Each request creates a new Droid session
Session-per-request execution Prompt caching differs from a native inference endpoint
Strict tool marker protocol Invalid generated tool payloads fail closed
Sequential tool calls only Calls arrive one after another, never concurrently

Troubleshooting

Droid executable not found

factory_droid_unavailable

Set the executable path:

export FACTORY_DROID_PATH="$HOME/.local/bin/droid"

Authentication failure

An HTTP 401 means FACTORY_DROID_OPENAI_API_KEY is configured and the request token is missing or incorrect. This is separate from Factory account authentication used by the Droid CLI.

Factory-native tool blocked

factory_native_tool_blocked

Droid attempted to use one of its own tools instead of returning bridge protocol output. Retry with a clearer request or inspect the supplied system and user messages for conflicting instructions.

Incomplete response

factory_incomplete_response

The Droid stream ended without a turn-complete event. Check Droid CLI health, request timeout, and bridge logs.

Development

Install locked development dependencies:

uv sync --all-extras

Run required validation:

uv run ruff check .
uv run ruff format --check .
uv run mypy
uv run python scripts/generate_openapi.py
uv run openapi-spec-validator openapi.json
uv run pytest --cov=factory_droid_openai --cov-report=term-missing
uv build

Automated test layers

Layer CI status Coverage
Unit tests Automated Configuration, protocol parsing, runner lifecycle, CLI, and response mapping
HTTP integration Automated Authentication, JSON, SSE, errors, timeouts, and disconnect cleanup through ASGI
OpenAI client contract Automated Official openai client models, chat, streaming, usage, and function tools
OpenAPI contract Automated Generated-schema drift plus independent OpenAPI 3.1 validation
Package smoke test Automated Build, isolated wheel install, CLI, live process health, models, schema, and validation error
Live Factory inference Manual Requires an authenticated local Droid CLI and can consume account quota

The automated suite does not access Factory services or require credentials. Public CI intentionally excludes live inference because it requires a Factory account. The local curl and client examples above provide the credentialed end-to-end smoke path before deployment.

See CONTRIBUTING.md for contribution requirements and SECURITY.md for private vulnerability reporting. Release history is published on the releases page and generated from the commit history by Release Please.

License

Licensed under the Apache License 2.0.

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Publisher: publish.yml on mrwogu/factory-droid-openai

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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