diff --git a/python/Pipfile b/python/Pipfile
index 42dde2dd8..0f3092410 100644
--- a/python/Pipfile
+++ b/python/Pipfile
@@ -12,6 +12,7 @@ langchain = "*"
 openai = "*"
 numpy = "*"
 parsy = "*"
+firebase-admin = "*"
 
 [requires]
 python_version = "3.8"
diff --git a/python/Pipfile.lock b/python/Pipfile.lock
index 7a47017c2..9dd53ebbc 100644
--- a/python/Pipfile.lock
+++ b/python/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "e9dbd539ea4acd49e6d3e1ab994f3b66b5e194dc00f59adf68c45bc336d02ad7"
+            "sha256": "7ca7d6981b0ccfd1ceb0a036eaad8e8298752c18386f93d097776fb0abe0bdc0"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -178,6 +178,22 @@
             "markers": "python_version >= '3.8'",
             "version": "==23.9.1"
         },
+        "cachecontrol": {
+            "hashes": [
+                "sha256:95dedbec849f46dda3137866dc28b9d133fc9af55f5b805ab1291833e4457aa4",
+                "sha256:f012366b79d2243a6118309ce73151bf52a38d4a5dac8ea57f09bd29087e506b"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.13.1"
+        },
+        "cachetools": {
+            "hashes": [
+                "sha256:086ee420196f7b2ab9ca2db2520aca326318b68fe5ba8bc4d49cca91add450f2",
+                "sha256:861f35a13a451f94e301ce2bec7cac63e881232ccce7ed67fab9b5df4d3beaa1"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==5.3.2"
+        },
         "certifi": {
             "hashes": [
                 "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
@@ -186,101 +202,159 @@
             "markers": "python_version >= '3.6'",
             "version": "==2023.7.22"
         },
+        "cffi": {
+            "hashes": [
+                "sha256:0c9ef6ff37e974b73c25eecc13952c55bceed9112be2d9d938ded8e856138bcc",
+                "sha256:131fd094d1065b19540c3d72594260f118b231090295d8c34e19a7bbcf2e860a",
+                "sha256:1b8ebc27c014c59692bb2664c7d13ce7a6e9a629be20e54e7271fa696ff2b417",
+                "sha256:2c56b361916f390cd758a57f2e16233eb4f64bcbeee88a4881ea90fca14dc6ab",
+                "sha256:2d92b25dbf6cae33f65005baf472d2c245c050b1ce709cc4588cdcdd5495b520",
+                "sha256:31d13b0f99e0836b7ff893d37af07366ebc90b678b6664c955b54561fc36ef36",
+                "sha256:32c68ef735dbe5857c810328cb2481e24722a59a2003018885514d4c09af9743",
+                "sha256:3686dffb02459559c74dd3d81748269ffb0eb027c39a6fc99502de37d501faa8",
+                "sha256:582215a0e9adbe0e379761260553ba11c58943e4bbe9c36430c4ca6ac74b15ed",
+                "sha256:5b50bf3f55561dac5438f8e70bfcdfd74543fd60df5fa5f62d94e5867deca684",
+                "sha256:5bf44d66cdf9e893637896c7faa22298baebcd18d1ddb6d2626a6e39793a1d56",
+                "sha256:6602bc8dc6f3a9e02b6c22c4fc1e47aa50f8f8e6d3f78a5e16ac33ef5fefa324",
+                "sha256:673739cb539f8cdaa07d92d02efa93c9ccf87e345b9a0b556e3ecc666718468d",
+                "sha256:68678abf380b42ce21a5f2abde8efee05c114c2fdb2e9eef2efdb0257fba1235",
+                "sha256:68e7c44931cc171c54ccb702482e9fc723192e88d25a0e133edd7aff8fcd1f6e",
+                "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088",
+                "sha256:748dcd1e3d3d7cd5443ef03ce8685043294ad6bd7c02a38d1bd367cfd968e000",
+                "sha256:7651c50c8c5ef7bdb41108b7b8c5a83013bfaa8a935590c5d74627c047a583c7",
+                "sha256:7b78010e7b97fef4bee1e896df8a4bbb6712b7f05b7ef630f9d1da00f6444d2e",
+                "sha256:7e61e3e4fa664a8588aa25c883eab612a188c725755afff6289454d6362b9673",
+                "sha256:80876338e19c951fdfed6198e70bc88f1c9758b94578d5a7c4c91a87af3cf31c",
+                "sha256:8895613bcc094d4a1b2dbe179d88d7fb4a15cee43c052e8885783fac397d91fe",
+                "sha256:88e2b3c14bdb32e440be531ade29d3c50a1a59cd4e51b1dd8b0865c54ea5d2e2",
+                "sha256:8f8e709127c6c77446a8c0a8c8bf3c8ee706a06cd44b1e827c3e6a2ee6b8c098",
+                "sha256:9cb4a35b3642fc5c005a6755a5d17c6c8b6bcb6981baf81cea8bfbc8903e8ba8",
+                "sha256:9f90389693731ff1f659e55c7d1640e2ec43ff725cc61b04b2f9c6d8d017df6a",
+                "sha256:a09582f178759ee8128d9270cd1344154fd473bb77d94ce0aeb2a93ebf0feaf0",
+                "sha256:a6a14b17d7e17fa0d207ac08642c8820f84f25ce17a442fd15e27ea18d67c59b",
+                "sha256:a72e8961a86d19bdb45851d8f1f08b041ea37d2bd8d4fd19903bc3083d80c896",
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+                "sha256:b29ebffcf550f9da55bec9e02ad430c992a87e5f512cd63388abb76f1036d8d2",
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+                "sha256:bcb3ef43e58665bbda2fb198698fcae6776483e0c4a631aa5647806c25e02cc0",
+                "sha256:c0f31130ebc2d37cdd8e44605fb5fa7ad59049298b3f745c74fa74c62fbfcfc4",
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+                "sha256:e09f3ff613345df5e8c3667da1d918f9149bd623cd9070c983c013792a9a62eb",
+                "sha256:e4108df7fe9b707191e55f33efbcb2d81928e10cea45527879a4749cbe472614",
+                "sha256:e6024675e67af929088fda399b2094574609396b1decb609c55fa58b028a32a1",
+                "sha256:e70f54f1796669ef691ca07d046cd81a29cb4deb1e5f942003f401c0c4a2695d",
+                "sha256:e715596e683d2ce000574bae5d07bd522c781a822866c20495e52520564f0969",
+                "sha256:e760191dd42581e023a68b758769e2da259b5d52e3103c6060ddc02c9edb8d7b",
+                "sha256:ed86a35631f7bfbb28e108dd96773b9d5a6ce4811cf6ea468bb6a359b256b1e4",
+                "sha256:ee07e47c12890ef248766a6e55bd38ebfb2bb8edd4142d56db91b21ea68b7627",
+                "sha256:fa3a0128b152627161ce47201262d3140edb5a5c3da88d73a1b790a959126956",
+                "sha256:fcc8eb6d5902bb1cf6dc4f187ee3ea80a1eba0a89aba40a5cb20a5087d961357"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.16.0"
+        },
         "charset-normalizer": {
             "hashes": [
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@@ -290,13 +364,49 @@
             "markers": "python_version >= '3.7'",
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@@ -306,6 +416,15 @@
             "markers": "python_version < '3.11'",
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@@ -373,73 +492,314 @@
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@@ -475,20 +835,20 @@
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@@ -498,6 +858,68 @@
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@@ -623,12 +1045,12 @@
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@@ -657,11 +1079,11 @@
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@@ -671,134 +1093,196 @@
             "markers": "python_version >= '3.8'",
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+            "version": "==2.14.1"
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             "markers": "python_version >= '3.7'",
-            "version": "==2.10.1"
+            "version": "==2.8.0"
+        },
+        "pyparsing": {
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         "pytest": {
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             "markers": "python_version >= '3.7'",
-            "version": "==7.4.2"
+            "version": "==7.4.3"
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         "pyyaml": {
             "hashes": [
@@ -864,6 +1348,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==2.31.0"
         },
+        "rsa": {
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@@ -874,58 +1366,58 @@
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+                "sha256:d5578e6863eeb998980c212a39106ea139bdc0b3f73291b96e27c929c90cd8e1",
+                "sha256:e3b5036aa326dc2df50cba3c958e29b291a80f604b1afa4c8ce73e78e1c9f01d",
+                "sha256:e599a51acf3cc4d31d1a0cf248d8f8d863b6386d2b6782c5074427ebb7803bda",
+                "sha256:f3420d00d2cb42432c1d0e44540ae83185ccbbc67a6054dcc8ab5387add6620b",
+                "sha256:f48ed89dd11c3c586f45e9eec1e437b355b3b6f6884ea4a4c3111a3358fd0c18",
+                "sha256:f508ba8f89e0a5ecdfd3761f82dda2a3d7b678a626967608f4273e0dba8f07ac",
+                "sha256:fd54601ef9cc455a0c61e5245f690c8a3ad67ddb03d3b91c361d076def0b4c60"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.0.21"
+            "version": "==2.0.23"
         },
         "tenacity": {
             "hashes": [
@@ -966,13 +1458,21 @@
             ],
             "version": "==0.9.0"
         },
+        "uritemplate": {
+            "hashes": [
+                "sha256:4346edfc5c3b79f694bccd6d6099a322bbeb628dbf2cd86eea55a456ce5124f0",
+                "sha256:830c08b8d99bdd312ea4ead05994a38e8936266f84b9a7878232db50b044e02e"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==4.1.1"
+        },
         "urllib3": {
             "hashes": [
-                "sha256:7a7c7003b000adf9e7ca2a377c9688bbc54ed41b985789ed576570342a375cd2",
-                "sha256:b19e1a85d206b56d7df1d5e683df4a7725252a964e3993648dd0fb5a1c157564"
+                "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3",
+                "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.0.6"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.1.0"
         },
         "yarl": {
             "hashes": [
diff --git a/python/firebase_config.py b/python/firebase_config.py
new file mode 100644
index 000000000..a3188a348
--- /dev/null
+++ b/python/firebase_config.py
@@ -0,0 +1,62 @@
+import firebase_admin
+from firebase_admin import credentials, firestore
+import os
+import json
+
+SERVICE_ACCOUNT_PROD = "serviceAccountProd.json"
+SERVICE_ACCOUNT_DEV = "serviceAccount.json"
+DATABASE_URL_PROD = "https://cornell-courseplan.firebaseio.com"
+DATABASE_URL_DEV = "https://cornelldti-courseplan-dev.firebaseio.com"
+
+
+def get_database(service_account: dict, databaseURL: str, app_name=None):
+    cred = credentials.Certificate(service_account)
+    if app_name is None:
+        app = firebase_admin.initialize_app(
+            credential=cred, options={"databaseURL": databaseURL}
+        )
+    else:
+        app = firebase_admin.initialize_app(
+            credential=cred, options={"databaseURL": databaseURL}, name=app_name
+        )
+    return firestore.client(app)
+
+
+is_prod = os.environ.get("PROD") == "true"
+service_account_filename = SERVICE_ACCOUNT_PROD if is_prod else SERVICE_ACCOUNT_DEV
+if os.environ.get("SERVICE_ACCOUNT") is not None:
+    service_account_unparsed = os.environ.get("SERVICE_ACCOUNT")
+else:
+    with open(os.path.join(os.getcwd(), "..", service_account_filename)) as f:
+        service_account_unparsed = f.read()
+service_account = json.loads(service_account_unparsed)
+databaseURL = DATABASE_URL_PROD if is_prod else DATABASE_URL_DEV
+db = get_database(service_account, databaseURL)
+
+user_collections = {
+    "name": "user-name",
+    "semesters": "user-semesters",
+    "toggleable": "user-toggleable-requirement-choices",
+    "overridden": "user-overridden-fulfillment-choices",
+    "colors": "user-subject-colors",
+    "unique": "user-unique-incrementer",
+    "onboarding": "user-onboarding-data",
+}
+
+user_collection_names = user_collections.values()
+
+username_collection = db.collection(user_collections["name"])
+semesters_collection = db.collection(user_collections["semesters"])
+toggleable_requirement_choices_collection = db.collection(
+    user_collections["toggleable"]
+)
+overridden_fulfillment_choices_collection = db.collection(
+    user_collections["overridden"]
+)
+subject_colors_collection = db.collection(user_collections["colors"])
+unique_incrementer_collection = db.collection(user_collections["unique"])
+onboarding_data_collection = db.collection(user_collections["onboarding"])
+track_users_collection = db.collection("track-users")
+courses_collection = db.collection("courses")
+available_rosters_for_course_collection = db.collection("available-rosters-for-course")
+crse_id_to_catalog_nbr_collection = db.collection("crseid-to-catalognbr")
diff --git a/python/prereq_parse.py b/python/prereq_parse.py
index 76965f100..21bd2c6a4 100644
--- a/python/prereq_parse.py
+++ b/python/prereq_parse.py
@@ -23,7 +23,7 @@
 llm = ChatOpenAI(openai_api_key=OPEN_AI_API_KEY, temperature=0, model=MODEL)
 
 
-def get_raw_prereqs_and_coreqs(verbose=False) -> SequentialChain:
+def _get_raw_prereqs_and_coreqs(verbose=False) -> SequentialChain:
     """
     Returns a chain that takes in a course description and returns the prerequisites and corequisites as two separate lists.
     """
@@ -89,11 +89,11 @@ def parse_prerequisites_corequisites(inputs: Dict[str, str]):
     return raw_prereqs_coreqs_chain
 
 
-def get_prereqs_coreqs(course_desc: str, verbose=False) -> Tuple[str]:
+def _get_prereqs_coreqs(course_desc: str, verbose=False) -> Tuple[str]:
     """
     Takes in a course description and returns a boolean expression with the course names representing the prerequisites and corequisites.
     """
-    raw_prereqs_coreqs_chain = get_raw_prereqs_and_coreqs(verbose)
+    raw_prereqs_coreqs_chain = _get_raw_prereqs_and_coreqs(verbose)
 
     template = """
     You are given the course description for a course.
@@ -198,7 +198,7 @@ def parse_prerequisites_corequisites(inputs: Dict[str, str]):
     return (prereqs_response, coreqs_response)
 
 
-def parse_boolean_string(raw_output: str):
+def _parse_boolean_string(raw_output: str):
     if raw_output == "":
         return {}
     course = regex("[A-Z]{2,6} \d{4}").map(lambda x: {"type": "ATOM", "exprs": x})
@@ -217,3 +217,43 @@ def parse_boolean_string(raw_output: str):
     except:
         output = expr.parse(f"({raw_output})")
     return output
+
+
+def parse_prereq_coreq_string(course_desc):
+    """
+    Takes in the raw prerequisite/corequisite string and returns a parsed
+    dictionary representing the string. Returns a tuple with two values, one
+    dict for the prerequisites and the other for the corequisite.
+
+    e.g.
+    input: 'Prerequisite: general chemistry (CHEM 1560, CHEM 2070, and/or CHEM 2080), organic chemistry (CHEM 1570, CHEM 3570, and/or CHEM 3580), and Food Chemistry I (FDSC 4170).'
+    output: (
+                {
+                    "type": "AND",
+                    "exprs": [
+                        {
+                            "type": "OR",
+                            "exprs": [
+                                {"type": "ATOM", "exprs": "CHEM 1560"},
+                                {"type": "ATOM", "exprs": "CHEM 2070"},
+                                {"type": "ATOM", "exprs": "CHEM 2080"},
+                            ],
+                        },
+                        {
+                            "type": "OR",
+                            "exprs": [
+                                {"type": "ATOM", "exprs": "CHEM 1570"},
+                                {"type": "ATOM", "exprs": "CHEM 3570"},
+                                {"type": "ATOM", "exprs": "CHEM 3580"},
+                            ],
+                        },
+                        {"type": "ATOM", "exprs": "FDSC 4170"},
+                    ],
+                },
+                {}
+            )
+    """
+    (prereqs_response, coreqs_response) = _get_prereqs_coreqs(course_desc)
+    parsed_prereqs = _parse_boolean_string(prereqs_response)
+    parsed_coreqs = _parse_boolean_string(coreqs_response)
+    return (parsed_prereqs, parsed_coreqs)
diff --git a/python/read_prereqs.py b/python/read_prereqs.py
new file mode 100644
index 000000000..5392edab6
--- /dev/null
+++ b/python/read_prereqs.py
@@ -0,0 +1,74 @@
+import requests
+import json
+from typing import List
+
+prefix = "https://classes.cornell.edu/api/2.0"
+
+
+def get_semesters():
+    """
+    Returns all valid semesters from the roster
+    """
+    json_str = requests.get(f"{prefix}/config/rosters.json").text
+    json_dict = json.loads(json_str)
+    semesters = json_dict["data"]["rosters"]
+    return [semester["slugs"] for semester in semesters]
+
+
+def _get_subjects(semester: str):
+    """
+    Gets subjects based on semester (like MATH or PE)
+    """
+    json_str = requests.get(f"{prefix}/config/subjects.json?roster={semester}").text
+    json_dict = json.loads(json_str)
+    subjects = json_dict["data"]["subjects"]
+    return [subject["value"] for subject in subjects]
+
+
+def _get_classes_by_subject(semester: str, subject: str):
+    """
+    Gets courses based on the subject and semester (like MATH 2940 or PE 1510)
+    """
+    json_str = requests.get(
+        f"{prefix}/search/classes.json?roster={semester}&subject={subject}"
+    ).text
+    json_dict = json.loads(json_str)
+    courses = json_dict["data"]["classes"]
+    return courses
+
+
+def _get_req_str_dict_from_courses(courses: List[str]):
+    """
+    Gets the prerequisite/corequisite string from a list of courses and puts it
+    in a dictionary with keys being the course name + ID and values being the
+    string.
+
+    e.g.
+    {
+        'MATH 2940': 'MATH 1920 or equivalent'
+    }
+    """
+    req_strs = {}
+    for course in courses:
+        if (
+            not course["catalogPrereqCoreq"] == ""
+            and course["catalogPrereqCoreq"] is not None
+        ):
+            req_strs[f"{course['subject']} {course['catalogNbr']}"] = course[
+                "catalogPrereqCoreq"
+            ]
+    return req_strs
+
+
+def get_all_classes_req_strs_from_semester(semester):
+    """
+    Gets all prerequisite/corequisite string and puts it into a dictionary with
+    keys being the course name + ID and values being the string given just the
+    semester.
+    """
+    all_courses = []
+    subjects = _get_subjects(semester)
+    for subject in subjects:
+        all_courses += _get_classes_by_subject(semester, subject)
+    req_strs = _get_req_str_dict_from_courses(all_courses)
+    return req_strs
diff --git a/python/test_prereq_parse.py b/python/test_prereq_parse.py
index e4f8f7e2b..cc4784340 100644
--- a/python/test_prereq_parse.py
+++ b/python/test_prereq_parse.py
@@ -1,7 +1,7 @@
 from prereq_parse import (
-    get_raw_prereqs_and_coreqs,
-    get_prereqs_coreqs,
-    parse_boolean_string,
+    _get_raw_prereqs_and_coreqs,
+    _get_prereqs_coreqs,
+    _parse_boolean_string,
 )
 import os
 import pytest
@@ -86,7 +86,7 @@ def test_raw_prereqs_coreqs(verbose=False):
     ]
     for test in test_cases:
         (course_desc, answer) = test
-        response = get_raw_prereqs_and_coreqs(course_desc)
+        response = _get_raw_prereqs_and_coreqs(course_desc)
         assert response == answer
 
 
@@ -154,7 +154,7 @@ def test_prereqs_coreqs(index=None, shorten=False, verbose=False, hard=False):
     ]
     for test in test_cases:
         (course_desc, answer) = test
-        response = get_prereqs_coreqs(course_desc)
+        response = _get_prereqs_coreqs(course_desc)
         assert response == answer
 
 
@@ -308,7 +308,7 @@ def test_parse_boolean_string(verbose=False):
 
     for test in test_cases:
         (boolean_string, answer) = test
-        response = parse_boolean_string(boolean_string)
+        response = _parse_boolean_string(boolean_string)
         assert response == answer
 
 
diff --git a/python/write_prereqs.py b/python/write_prereqs.py
new file mode 100644
index 000000000..2d009038b
--- /dev/null
+++ b/python/write_prereqs.py
@@ -0,0 +1,38 @@
+from read_prereqs import get_all_classes_req_strs_from_semester
+from prereq_parse import parse_prereq_coreq_string
+from firebase_config import (
+    courses_collection,
+)
+
+
+def write_prereqs(semester):
+    req_str_dict = get_all_classes_req_strs_from_semester(semester)
+    for course in req_str_dict:
+        raw_str = req_str_dict[course]
+        (prereqs, coreqs) = parse_prereq_coreq_string(raw_str)
+        subject = course.split(" ")[0]
+        course_number = course.split(" ")[1]
+        course_ref = (
+            courses_collection.document("FA23")
+            .collection(subject)
+            .document(course_number)
+        )
+        course_ref.set({"course": {"prereqs": prereqs}}, merge=True)
+        course_ref.set({"course": {"coreqs": coreqs}}, merge=True)
+
+
+def write_cs_4787():
+    course = "CS 4787"
+    prereqs = "Prereqs"
+    coreqs = "Coreqs"
+    subject = course.split(" ")[0]
+    course_number = course.split(" ")[1]
+    course_ref = (
+        courses_collection.document("FA23").collection(subject).document(course_number)
+    )
+    course_ref.set({"course": {"prereqs": prereqs}}, merge=True)
+    course_ref.set({"course": {"coreqs": coreqs}}, merge=True)
+
+
+if __name__ == "__main__":
+    write_cs_4787()