diff --git a/api/models.py b/api/models.py
index 0c84a38..f9b5b1b 100644
--- a/api/models.py
+++ b/api/models.py
@@ -55,7 +55,7 @@ class Config:
         extra = ExtraEnum.allow
 
     num_samples: int = Field(
-        ..., description="number of samples for a CIEMSS simulation", example=100
+        100,  description="number of samples for a CIEMSS simulation", example=100
     )
     # start_state: Optional[dict[str,float]]
     # pseudocount: float = Field(
@@ -139,3 +139,4 @@ class JobResponse(BaseModel):
 
 class StatusSimulationIdGetResponse(BaseModel):
     status: Optional[Status] = None
+    progress: Optional[float]
diff --git a/rabbit/pika_service.py b/api/pika_service.py
similarity index 58%
rename from rabbit/pika_service.py
rename to api/pika_service.py
index 3fb47a9..bd79636 100644
--- a/rabbit/pika_service.py
+++ b/api/pika_service.py
@@ -1,9 +1,14 @@
 import pika, sys, os
 import json
+import redis
+import time
+import logging
+PIKA_HOST = os.getenv("PIKA_HOST","pika.pyciemss")
+REDIS = os.getenv("REDIS_HOST", "redis")
+r = redis.Redis(host=REDIS, port=6379, decode_responses=True)
 
-## This is for testing locally 
-def main():
-    connection = pika.BlockingConnection(pika.ConnectionParameters(host='localhost'))
+def pika_service():
+    connection = pika.BlockingConnection(pika.ConnectionParameters(host=PIKA_HOST))
     channel = connection.channel()
 
     channel.queue_declare(queue='terarium')
@@ -11,18 +16,13 @@ def main():
     def callback(ch, method, properties, body):
         print(" [x] Received %r" % body)
         print(json.loads(body))
+        resp = json.loads(body)
+        r.set(resp.get('job_id'), resp.get('progress'))
+        print('after')
+
 
     channel.basic_consume(queue='terarium', on_message_callback=callback, auto_ack=True)
 
     print(' [*] Waiting for messages. To exit press CTRL+C')
     channel.start_consuming()
 
-if __name__ == '__main__':
-    try:
-        main()
-    except KeyboardInterrupt:
-        print('Interrupted')
-        try:
-            sys.exit(0)
-        except SystemExit:
-            os._exit(0)
\ No newline at end of file
diff --git a/api/server.py b/api/server.py
index ce48c77..7773f16 100644
--- a/api/server.py
+++ b/api/server.py
@@ -11,7 +11,15 @@
     SimulatePostRequest,
     StatusSimulationIdGetResponse,
 )
+from pika_service import pika_service
+import os
+import redis
+import sys
+from threading import Thread
+import time
 
+REDIS = os.getenv("REDIS_HOST")
+r = redis.Redis(host=REDIS, port=6379, decode_responses=True)
 
 def build_api(*args) -> FastAPI:
 
@@ -46,11 +54,12 @@ def get_status(simulation_id: str) -> StatusSimulationIdGetResponse:
     from utils import fetch_job_status
 
     status = fetch_job_status(simulation_id)
-    print(status)
+    progress = r.get(simulation_id)
+
     if not isinstance(status, str):
         return status
 
-    return {"status": Status.from_rq(status)}
+    return {"status": Status.from_rq(status), "progress":progress}
 
 import logging
 @app.post("/simulate", response_model=JobResponse)
@@ -90,7 +99,6 @@ def calibrate_model(body: CalibratePostRequest) -> JobResponse:
     from utils import create_job
 
     # Parse request body
-    print(body)
     engine = str(body.engine).lower()
     model_config_id = body.model_config_id
     dataset = body.dataset
@@ -128,3 +136,6 @@ def create_ensemble(body: EnsemblePostRequest) -> JobResponse:
     )
 
 
+time.sleep(10)
+thread = Thread(target = pika_service)
+thread.start()
diff --git a/docker-compose.yaml b/docker-compose.yaml
index c6ccbf4..90d2065 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -21,6 +21,7 @@ services:
       - data-api # TODO Remove in production
     depends_on:
       - redis
+      - pika
     volumes:
       - $PWD/api:/api
     extra_hosts:
diff --git a/poetry.lock b/poetry.lock
index 51cd670..0f54642 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,15 +1,10 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
-
 [[package]]
 name = "anyio"
-version = "3.7.0"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
-    {file = "anyio-3.7.0-py3-none-any.whl", hash = "sha256:eddca883c4175f14df8aedce21054bfca3adb70ffe76a9f607aef9d7fa2ea7f0"},
-    {file = "anyio-3.7.0.tar.gz", hash = "sha256:275d9973793619a5374e1c89a4f4ad3f4b0a5510a2b5b939444bee8f4c4d37ce"},
-]
 
 [package.dependencies]
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
@@ -17,7 +12,7 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=6.1.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme", "sphinxcontrib-jquery"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
 test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
 trio = ["trio (<0.22)"]
 
@@ -25,26 +20,20 @@ trio = ["trio (<0.22)"]
 name = "async-timeout"
 version = "4.0.2"
 description = "Timeout context manager for asyncio programs"
+category = "main"
 optional = false
 python-versions = ">=3.6"
-files = [
-    {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
-    {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
-]
 
 [[package]]
 name = "boto3"
-version = "1.26.147"
+version = "1.28.3"
 description = "The AWS SDK for Python"
+category = "main"
 optional = false
 python-versions = ">= 3.7"
-files = [
-    {file = "boto3-1.26.147-py3-none-any.whl", hash = "sha256:45ed158defbf554d051c4f3eae9a1ca3c1039dd29a528e884f47a06ad0ac17a1"},
-    {file = "boto3-1.26.147.tar.gz", hash = "sha256:ccfbdb6e9ebdf943e222c88c9a8f161a8a607f3dbdbf3b1b0eed25c1d8cb215e"},
-]
 
 [package.dependencies]
-botocore = ">=1.29.147,<1.30.0"
+botocore = ">=1.31.3,<1.32.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.6.0,<0.7.0"
 
@@ -53,14 +42,11 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.29.147"
+version = "1.31.3"
 description = "Low-level, data-driven core of boto 3."
+category = "main"
 optional = false
 python-versions = ">= 3.7"
-files = [
-    {file = "botocore-1.29.147-py3-none-any.whl", hash = "sha256:67a7ce69fc6d44a881b01964a76edb00b4e87723a8cc596339d306d8eb321fec"},
-    {file = "botocore-1.29.147.tar.gz", hash = "sha256:f7433bcce5ef7baad2fdd29f97c9fdcf8de4ec1cf577ae308901caf778ed48c2"},
-]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -74,107 +60,25 @@ crt = ["awscrt (==0.16.9)"]
 name = "certifi"
 version = "2023.5.7"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
-files = [
-    {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"},
-    {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"},
-]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.1.0"
+version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
-files = [
-    {file = "charset-normalizer-3.1.0.tar.gz", hash = "sha256:34e0a2f9c370eb95597aae63bf85eb5e96826d81e3dcf88b8886012906f509b5"},
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-]
 
 [[package]]
 name = "click"
-version = "8.1.3"
+version = "8.1.5"
 description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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-]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -183,40 +87,31 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-files = [
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-]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.1"
+version = "1.1.2"
 description = "Backport of PEP 654 (exception groups)"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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-]
 
 [package.extras]
 test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastapi"
-version = "0.96.0"
+version = "0.96.1"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
-pydantic = ">=1.6.2,<1.7 || >1.7,<1.7.1 || >1.7.1,<1.7.2 || >1.7.2,<1.7.3 || >1.7.3,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0"
 starlette = ">=0.27.0,<0.28.0"
 
 [package.extras]
@@ -227,51 +122,39 @@ test = ["anyio[trio] (>=3.2.1,<4.0.0)", "black (==23.1.0)", "coverage[toml] (>=6
 
 [[package]]
 name = "filelock"
-version = "3.12.0"
+version = "3.12.2"
 description = "A platform independent file lock."
+category = "main"
 optional = true
 python-versions = ">=3.7"
-files = [
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 [package.extras]
-docs = ["furo (>=2023.3.27)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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-]
 
 [[package]]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-files = [
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-]
 
 [[package]]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
+category = "main"
 optional = true
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
 MarkupSafe = ">=2.0"
@@ -283,82 +166,25 @@ i18n = ["Babel (>=2.7)"]
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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-]
 
 [[package]]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
 optional = true
 python-versions = ">=3.7"
-files = [
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 version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
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 optional = true
 python-versions = "*"
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@@ -370,12 +196,9 @@ tests = ["pytest (>=4.6)"]
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 version = "3.1"
 description = "Python package for creating and manipulating graphs and networks"
+category = "main"
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@@ -386,71 +209,19 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
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 [package.dependencies]
 numpy = [
@@ -463,7 +234,7 @@ pytz = ">=2020.1"
 tzdata = ">=2022.1"
 
 [package.extras]
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 xml = ["lxml (>=4.6.3)"]
 
+[[package]]
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+version = "1.3.2"
+description = "Pika Python AMQP Client Library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
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+tornado = ["tornado"]
+twisted = ["twisted"]
+
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 [package.dependencies]
 typing-extensions = ">=4.2.0"
@@ -541,12 +288,9 @@ email = ["email-validator (>=1.0.3)"]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-files = [
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 [package.dependencies]
 six = ">=1.5"
@@ -555,23 +299,17 @@ six = ">=1.5"
 name = "pytz"
 version = "2023.3"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = true
 python-versions = "*"
-files = [
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 [[package]]
 name = "redis"
-version = "4.5.5"
+version = "4.6.0"
 description = "Python client for Redis database and key-value store"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
 async-timeout = {version = ">=4.0.2", markers = "python_full_version <= \"3.11.2\""}
@@ -584,12 +322,9 @@ ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
 certifi = ">=2017.4.17"
@@ -603,14 +338,11 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rq"
-version = "1.15.0"
+version = "1.15.1"
 description = "RQ is a simple, lightweight, library for creating background jobs, and processing them."
+category = "main"
 optional = false
 python-versions = ">=3.6"
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 [package.dependencies]
 click = ">=5.0.0"
@@ -620,12 +352,9 @@ redis = ">=4.0.0"
 name = "s3transfer"
 version = "0.6.1"
 description = "An Amazon S3 Transfer Manager"
+category = "main"
 optional = false
 python-versions = ">= 3.7"
-files = [
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 botocore = ">=1.12.36,<2.0a.0"
@@ -637,34 +366,25 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
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 [[package]]
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [[package]]
 name = "starlette"
 version = "0.27.0"
 description = "The little ASGI library that shines."
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
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@@ -677,12 +397,9 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyam
 name = "sympy"
 version = "1.12"
 description = "Computer algebra system (CAS) in Python"
+category = "main"
 optional = true
 python-versions = ">=3.8"
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 [package.dependencies]
 mpmath = ">=0.19"
@@ -691,30 +408,9 @@ mpmath = ">=0.19"
 name = "torch"
 version = "2.0.1"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+category = "main"
 optional = true
 python-versions = ">=3.8.0"
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 [package.dependencies]
 filelock = "*"
@@ -728,36 +424,27 @@ opt-einsum = ["opt-einsum (>=3.3)"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.6.3"
+version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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-]
 
 [[package]]
 name = "tzdata"
 version = "2023.3"
 description = "Provider of IANA time zone data"
+category = "main"
 optional = true
 python-versions = ">=2"
-files = [
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 [[package]]
 name = "urllib3"
 version = "1.26.16"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
-files = [
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 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
@@ -768,12 +455,9 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 name = "uvicorn"
 version = "0.22.0"
 description = "The lightning-fast ASGI server."
+category = "main"
 optional = false
 python-versions = ">=3.7"
-files = [
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 [package.dependencies]
 click = ">=7.0"
@@ -783,9 +467,378 @@ h11 = ">=0.8"
 standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 
 [extras]
-worker = ["numpy", "pandas", "torch"]
+worker = ["torch", "pandas", "numpy"]
 
 [metadata]
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+]
+typing-extensions = [
+    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
+    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+]
+tzdata = [
+    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
+urllib3 = [
+    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
+    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
+]
+uvicorn = [
+    {file = "uvicorn-0.22.0-py3-none-any.whl", hash = "sha256:e9434d3bbf05f310e762147f769c9f21235ee118ba2d2bf1155a7196448bd996"},
+    {file = "uvicorn-0.22.0.tar.gz", hash = "sha256:79277ae03db57ce7d9aa0567830bbb51d7a612f54d6e1e3e92da3ef24c2c8ed8"},
+]
diff --git a/pyproject.toml b/pyproject.toml
index 84486c8..7e53c05 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,6 +14,7 @@ rq = "^1.15.0"
 redis = "^4.5.5"
 boto3 = "^1.26.147"
 uvicorn = "^0.22.0"
+pika = "1.3.2"
 
 torch = { version = "^2.0.1", optional = true }
 pandas = { version = "^2.0.0", optional = true }