diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 0a25248d2a..62720a2363 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -167,10 +167,10 @@ jobs:
     steps:
       - uses: actions/checkout@v2
       - name: Setup Node
-          uses: actions/setup-node@v2
-          with:
-            node-version: '17.x'
-            registry-url: 'https://registry.npmjs.org'
+        uses: actions/setup-node@v2
+        with:
+          node-version: '17.x'
+          registry-url: 'https://registry.npmjs.org'
       - name: Build wheels
         uses: pypa/cibuildwheel@v2.4.0
         env:
diff --git a/ui/feature_repo/features.py b/ui/feature_repo/features.py
index 8a5e6153df..efdab694e8 100644
--- a/ui/feature_repo/features.py
+++ b/ui/feature_repo/features.py
@@ -1,27 +1,24 @@
 from datetime import timedelta
 
 from feast import (
-    Bool,
     Entity,
     FeatureService,
     FeatureView,
     Field,
     FileSource,
-    Int64,
-    String,
     ValueType,
 )
 from feast.data_source import RequestSource
 from feast.request_feature_view import RequestFeatureView
 from feast.on_demand_feature_view import on_demand_feature_view
-from feast.field import Field
+from feast.types import Bool, Int64, String
 import pandas as pd
 
 zipcode = Entity(
     name="zipcode",
     value_type=ValueType.INT64,
     description="A zipcode",
-    labels={"owner": "danny@tecton.ai", "team": "hack week",},
+    tags={"owner": "danny@tecton.ai", "team": "hack week",},
 )
 
 zipcode_source = FileSource(
@@ -43,7 +40,7 @@
         Field(name="population", dtype=Int64),
         Field(name="total_wages", dtype=Int64),
     ],
-    batch_source=zipcode_source,
+    source=zipcode_source,
     tags={
         "date_added": "2022-02-7",
         "experiments": "experiment-A,experiment-B,experiment-C",
@@ -64,7 +61,7 @@
         Field(name="population", dtype=Int64),
         Field(name="total_wages", dtype=Int64),
     ],
-    batch_source=zipcode_source,
+    source=zipcode_source,
     tags={
         "date_added": "2022-02-7",
         "experiments": "experiment-A,experiment-B,experiment-C",
@@ -81,7 +78,7 @@
         Field(name="tax_returns_filed", dtype=Int64),
         Field(name="total_wages", dtype=Int64),
     ],
-    batch_source=zipcode_source,
+    source=zipcode_source,
     tags={
         "date_added": "2022-02-7",
         "experiments": "experiment-A,experiment-B,experiment-C",
@@ -94,7 +91,7 @@
     name="dob_ssn",
     value_type=ValueType.STRING,
     description="Date of birth and last four digits of social security number",
-    labels={"owner": "tony@tecton.ai", "team": "hack week",},
+    tags={"owner": "tony@tecton.ai", "team": "hack week",},
 )
 
 credit_history_source = FileSource(
@@ -119,7 +116,7 @@
         Field(name="missed_payments_6m", dtype=Int64),
         Field(name="bankruptcies", dtype=Int64),
     ],
-    batch_source=credit_history_source,
+    source=credit_history_source,
     tags={
         "date_added": "2022-02-6",
         "experiments": "experiment-A",
@@ -152,16 +149,10 @@ def transaction_gt_last_credit_card_due(inputs: pd.DataFrame) -> pd.DataFrame:
     )
     return df
 
-
-# Define request feature view
-transaction_request_fv = RequestFeatureView(
-    name="transaction_request_fv", request_data_source=input_request,
-)
-
 model_v1 = FeatureService(
     name="credit_score_v1",
     features=[
-        credit_history[["mortgage_due", "credit_card_due", "missed_payments_1y"]],
+        credit_history[["credit_card_due", "missed_payments_1y"]],
         zipcode_features,
     ],
     tags={"owner": "tony@tecton.ai", "stage": "staging"},
@@ -173,7 +164,6 @@ def transaction_gt_last_credit_card_due(inputs: pd.DataFrame) -> pd.DataFrame:
     features=[
         credit_history[["mortgage_due", "credit_card_due", "missed_payments_1y"]],
         zipcode_features,
-        transaction_request_fv,
     ],
     tags={"owner": "tony@tecton.ai", "stage": "prod"},
     description="Credit scoring model",
diff --git a/ui/public/registry.json b/ui/public/registry.json
index af328979e9..2d5c93c962 100644
--- a/ui/public/registry.json
+++ b/ui/public/registry.json
@@ -1,313 +1,104 @@
 {
-  "project": "credit_scoring_aws",
   "dataSources": [
     {
-      "type": "BATCH_FILE",
-      "eventTimestampColumn": "event_timestamp",
       "createdTimestampColumn": "created_timestamp",
       "fileOptions": {
-        "fileUrl": "data/credit_history.parquet"
+        "uri": "data/credit_history.parquet"
       },
       "name": "credit_history",
-      "meta": {
-        "latestEventTimestamp": "2021-08-29T22:01:04.746575Z",
-        "earliestEventTimestamp": "2020-04-26T22:01:04.746575Z"
-      }
+      "timestampField": "event_timestamp",
+      "type": "BATCH_FILE"
     },
     {
-      "type": "REQUEST_SOURCE",
+      "name": "transaction",
       "requestDataOptions": {
-        "schema": {
-          "transaction_amt": "INT64"
-        }
+        "schema": [
+          {
+            "name": "transaction_amt",
+            "valueType": "INT64"
+          }
+        ]
       },
-      "name": "transaction"
+      "type": "REQUEST_SOURCE"
     },
     {
-      "type": "BATCH_FILE",
-      "eventTimestampColumn": "event_timestamp",
       "createdTimestampColumn": "created_timestamp",
       "fileOptions": {
-        "fileUrl": "data/zipcode_table.parquet"
+        "uri": "data/zipcode_table.parquet"
       },
       "name": "zipcode",
-      "meta": {
-        "latestEventTimestamp": "2017-01-01T12:00:00Z",
-        "earliestEventTimestamp": "2017-01-01T12:00:00Z"
-      }
+      "timestampField": "event_timestamp",
+      "type": "BATCH_FILE"
     }
   ],
   "entities": [
     {
+      "meta": {
+        "createdTimestamp": "2022-05-11T19:27:03.171062Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:03.171062Z"
+      },
       "spec": {
+        "joinKey": "__dummy_id",
         "name": "__dummy",
-        "valueType": "STRING",
-        "joinKey": "__dummy_id"
-      },
-      "meta": {
-        "createdTimestamp": "2022-02-09T20:40:53.101387Z",
-        "lastUpdatedTimestamp": "2022-02-09T20:40:53.101387Z"
+        "valueType": "STRING"
       }
     },
     {
-      "spec": {
-        "name": "dob_ssn",
-        "valueType": "STRING",
-        "description": "Date of birth and last four digits of social security number",
-        "joinKey": "dob_ssn",
-        "labels": {
-          "team": "hack week",
-          "owner": "tony@tecton.ai"
-        }
-      },
       "meta": {
-        "createdTimestamp": "2022-02-09T20:40:53.101256Z",
-        "lastUpdatedTimestamp": "2022-02-09T20:40:53.101256Z"
-      }
-    },
-    {
-      "spec": {
-        "name": "zipcode",
-        "valueType": "INT64",
-        "description": "A zipcode",
-        "joinKey": "zipcode",
-        "labels": {
-          "owner": "danny@tecton.ai",
-          "team": "hack week"
-        }
+        "createdTimestamp": "2022-05-11T19:27:03.171112Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:03.171112Z"
       },
-      "meta": {
-        "createdTimestamp": "2022-02-09T20:40:53.101335Z",
-        "lastUpdatedTimestamp": "2022-02-09T20:40:53.101335Z"
-      }
-    }
-  ],
-  "featureViews": [
-    {
       "spec": {
-        "name": "credit_history",
-        "entities": ["dob_ssn"],
-        "features": [
-          {
-            "name": "credit_card_due",
-            "valueType": "INT64"
-          },
-          {
-            "name": "mortgage_due",
-            "valueType": "INT64"
-          },
-          {
-            "name": "student_loan_due",
-            "valueType": "INT64"
-          },
-          {
-            "name": "vehicle_loan_due",
-            "valueType": "INT64"
-          },
-          {
-            "name": "hard_pulls",
-            "valueType": "INT64"
-          },
-          {
-            "name": "missed_payments_2y",
-            "valueType": "INT64"
-          },
-          {
-            "name": "missed_payments_1y",
-            "valueType": "INT64"
-          },
-          {
-            "name": "missed_payments_6m",
-            "valueType": "INT64"
-          },
-          {
-            "name": "bankruptcies",
-            "valueType": "INT64"
-          }
-        ],
+        "description": "Date of birth and last four digits of social security number",
+        "joinKey": "dob_ssn",
+        "name": "dob_ssn",
         "tags": {
-          "access_group": "feast-team@tecton.ai",
-          "experiments": "experiment-A",
-          "date_added": "2022-02-6"
-        },
-        "ttl": "777600000s",
-        "batchSource": {
-          "type": "BATCH_FILE",
-          "eventTimestampColumn": "event_timestamp",
-          "createdTimestampColumn": "created_timestamp",
-          "fileOptions": {
-            "fileUrl": "data/credit_history.parquet"
-          },
-          "dataSourceClassType": "feast.infra.offline_stores.file_source.FileSource",
-          "name": "credit_history",
-          "meta": {
-            "latestEventTimestamp": "2021-08-29T22:01:04.746575Z",
-            "earliestEventTimestamp": "2020-04-26T22:01:04.746575Z"
-          }
+          "owner": "tony@tecton.ai",
+          "team": "hack week"
         },
-        "online": true
-      },
-      "meta": {
-        "createdTimestamp": "2022-02-09T20:40:53.101460Z",
-        "lastUpdatedTimestamp": "2022-02-11T20:15:13.735432Z",
-        "materializationIntervals": [
-          {
-            "startTime": "1997-06-20T20:41:14.456417Z",
-            "endTime": "2019-02-09T20:41:11Z"
-          },
-          {
-            "startTime": "2019-02-09T20:41:11Z",
-            "endTime": "2022-02-09T20:42:03Z"
-          },
-          {
-            "startTime": "2022-02-09T20:42:03Z",
-            "endTime": "2022-02-11T00:18:02Z"
-          }
-        ]
+        "valueType": "STRING"
       }
     },
     {
-      "spec": {
-        "name": "zipcode_features",
-        "entities": ["zipcode"],
-        "features": [
-          {
-            "name": "city",
-            "valueType": "STRING"
-          },
-          {
-            "name": "state",
-            "valueType": "STRING"
-          },
-          {
-            "name": "location_type",
-            "valueType": "STRING"
-          },
-          {
-            "name": "tax_returns_filed",
-            "valueType": "INT64"
-          },
-          {
-            "name": "population",
-            "valueType": "INT64"
-          },
-          {
-            "name": "total_wages",
-            "valueType": "INT64"
-          }
-        ],
-        "tags": {
-          "experiments": "experiment-A,experiment-B,experiment-C",
-          "date_added": "2022-02-7",
-          "access_group": "feast-team@tecton.ai"
-        },
-        "ttl": "315360000s",
-        "batchSource": {
-          "type": "BATCH_FILE",
-          "eventTimestampColumn": "event_timestamp",
-          "createdTimestampColumn": "created_timestamp",
-          "fileOptions": {
-            "fileUrl": "data/zipcode_table.parquet"
-          },
-          "dataSourceClassType": "feast.infra.offline_stores.file_source.FileSource",
-          "name": "zipcode",
-          "meta": {
-            "latestEventTimestamp": "2017-01-01T12:00:00Z",
-            "earliestEventTimestamp": "2017-01-01T12:00:00Z"
-          }
-        },
-        "online": true
-      },
       "meta": {
-        "createdTimestamp": "2022-02-11T20:12:50.182923Z",
-        "lastUpdatedTimestamp": "2022-02-11T20:15:21.790447Z"
-      }
-    },
-    {
+        "createdTimestamp": "2022-05-11T19:27:03.171153Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:03.171153Z"
+      },
       "spec": {
-        "name": "zipcode_money_features",
-        "entities": ["zipcode"],
-        "features": [
-          {
-            "name": "tax_returns_filed",
-            "valueType": "INT64"
-          },
-          {
-            "name": "total_wages",
-            "valueType": "INT64"
-          }
-        ],
+        "description": "A zipcode",
+        "joinKey": "zipcode",
+        "name": "zipcode",
         "tags": {
-          "experiments": "experiment-A,experiment-B,experiment-C",
-          "access_group": "feast-team@tecton.ai",
-          "date_added": "2022-02-7",
-          "test_apple": "2022-02-7",
-          "test_banana": "2022-02-7",
-          "test_cherry": "2022-02-7",
-          "test_danish": "2022-02-7",
-          "test_eggplant": "2022-02-7",
-          "test_figs": "2022-02-7",
-          "test_grape": "2022-02-7",
-          "test_honey": "2022-02-7",
-          "test_ice": "2022-02-7",
-          "test_jackfruit": "2022-02-7",
-          "test_kiwi_fruit": "2022-02-7",
-          "test_lychee": "2022-02-7",
-          "test_mango": "2022-02-7",
-          "test_orange": "2022-02-7",
-          "test_peach": "2022-02-7",
-          "test_question": "2022-02-7",
-          "test_ruby": "2022-02-7",
-          "test_starfruit": "2022-02-7",
-          "test_tamarind": "2022-02-7"
-        },
-        "ttl": "315360000s",
-        "batchSource": {
-          "type": "BATCH_FILE",
-          "eventTimestampColumn": "event_timestamp",
-          "createdTimestampColumn": "created_timestamp",
-          "fileOptions": {
-            "fileUrl": "data/zipcode_table.parquet"
-          },
-          "dataSourceClassType": "feast.infra.offline_stores.file_source.FileSource",
-          "name": "zipcode",
-          "meta": {
-            "latestEventTimestamp": "2017-01-01T12:00:00Z",
-            "earliestEventTimestamp": "2017-01-01T12:00:00Z"
-          }
+          "owner": "danny@tecton.ai",
+          "team": "hack week"
         },
-        "online": true
-      },
-      "meta": {
-        "createdTimestamp": "2022-02-11T20:10:53.228047Z",
-        "lastUpdatedTimestamp": "2022-02-11T20:15:15.949101Z"
+        "valueType": "INT64"
       }
     }
   ],
   "featureServices": [
     {
+      "meta": {
+        "createdTimestamp": "2022-05-11T19:27:03.172623Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:03.172623Z"
+      },
       "spec": {
-        "name": "credit_score_v1",
+        "description": "Credit scoring model",
         "features": [
           {
-            "featureViewName": "credit_history",
             "featureColumns": [
               {
                 "name": "credit_card_due",
                 "valueType": "INT64"
               },
-              {
-                "name": "mortgage_due",
-                "valueType": "INT64"
-              },
               {
                 "name": "missed_payments_1y",
                 "valueType": "INT64"
               }
-            ]
+            ],
+            "featureViewName": "credit_history"
           },
           {
-            "featureViewName": "zipcode_features",
             "featureColumns": [
               {
                 "name": "city",
@@ -333,25 +124,26 @@
                 "name": "total_wages",
                 "valueType": "INT64"
               }
-            ]
+            ],
+            "featureViewName": "zipcode_features"
           }
         ],
+        "name": "credit_score_v1",
         "tags": {
           "owner": "tony@tecton.ai",
           "stage": "staging"
-        },
-        "description": "Credit scoring model"
-      },
-      "meta": {
-        "createdTimestamp": "2022-02-11T20:12:50.186773Z"
+        }
       }
     },
     {
+      "meta": {
+        "createdTimestamp": "2022-05-11T19:27:03.172405Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:03.172405Z"
+      },
       "spec": {
-        "name": "credit_score_v2",
+        "description": "Credit scoring model",
         "features": [
           {
-            "featureViewName": "credit_history",
             "featureColumns": [
               {
                 "name": "credit_card_due",
@@ -365,10 +157,10 @@
                 "name": "missed_payments_1y",
                 "valueType": "INT64"
               }
-            ]
+            ],
+            "featureViewName": "credit_history"
           },
           {
-            "featureViewName": "zipcode_features",
             "featureColumns": [
               {
                 "name": "city",
@@ -394,34 +186,26 @@
                 "name": "total_wages",
                 "valueType": "INT64"
               }
-            ]
-          },
-          {
-            "featureViewName": "transaction_request_fv",
-            "featureColumns": [
-              {
-                "name": "transaction_amt",
-                "valueType": "INT64"
-              }
-            ]
+            ],
+            "featureViewName": "zipcode_features"
           }
         ],
+        "name": "credit_score_v2",
         "tags": {
-          "stage": "prod",
-          "owner": "tony@tecton.ai"
-        },
-        "description": "Credit scoring model"
-      },
-      "meta": {
-        "createdTimestamp": "2022-02-11T20:12:50.185785Z"
+          "owner": "tony@tecton.ai",
+          "stage": "prod"
+        }
       }
     },
     {
+      "meta": {
+        "createdTimestamp": "2022-05-11T19:27:03.172264Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:03.172264Z"
+      },
       "spec": {
-        "name": "credit_score_v3",
+        "description": "Credit scoring model",
         "features": [
           {
-            "featureViewName": "credit_history",
             "featureColumns": [
               {
                 "name": "credit_card_due",
@@ -435,10 +219,10 @@
                 "name": "missed_payments_1y",
                 "valueType": "INT64"
               }
-            ]
+            ],
+            "featureViewName": "credit_history"
           },
           {
-            "featureViewName": "zipcode_features",
             "featureColumns": [
               {
                 "name": "city",
@@ -464,34 +248,35 @@
                 "name": "total_wages",
                 "valueType": "INT64"
               }
-            ]
+            ],
+            "featureViewName": "zipcode_features"
           },
           {
-            "featureViewName": "transaction_gt_last_credit_card_due",
             "featureColumns": [
               {
                 "name": "transaction_gt_last_credit_card_due",
                 "valueType": "BOOL"
               }
-            ]
+            ],
+            "featureViewName": "transaction_gt_last_credit_card_due"
           }
         ],
+        "name": "credit_score_v3",
         "tags": {
-          "stage": "dev",
-          "owner": "tony@tecton.ai"
-        },
-        "description": "Credit scoring model"
-      },
-      "meta": {
-        "createdTimestamp": "2022-02-11T20:12:50.186367Z"
+          "owner": "tony@tecton.ai",
+          "stage": "dev"
+        }
       }
     },
     {
+      "meta": {
+        "createdTimestamp": "2022-05-11T19:27:03.172530Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:03.172530Z"
+      },
       "spec": {
-        "name": "zipcode_model",
+        "description": "Location model",
         "features": [
           {
-            "featureViewName": "zipcode_features",
             "featureColumns": [
               {
                 "name": "city",
@@ -517,25 +302,26 @@
                 "name": "total_wages",
                 "valueType": "INT64"
               }
-            ]
+            ],
+            "featureViewName": "zipcode_features"
           }
         ],
+        "name": "zipcode_model",
         "tags": {
-          "stage": "dev",
-          "owner": "amanda@tecton.ai"
-        },
-        "description": "Location model"
-      },
-      "meta": {
-        "createdTimestamp": "2022-02-11T20:12:50.187069Z"
+          "owner": "amanda@tecton.ai",
+          "stage": "dev"
+        }
       }
     },
     {
+      "meta": {
+        "createdTimestamp": "2022-05-11T19:27:03.172188Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:03.172188Z"
+      },
       "spec": {
-        "name": "zipcode_model_v2",
+        "description": "Location model",
         "features": [
           {
-            "featureViewName": "zipcode_money_features",
             "featureColumns": [
               {
                 "name": "tax_returns_filed",
@@ -545,45 +331,242 @@
                 "name": "total_wages",
                 "valueType": "INT64"
               }
-            ]
+            ],
+            "featureViewName": "zipcode_money_features"
           }
         ],
+        "name": "zipcode_model_v2",
         "tags": {
           "owner": "amanda@tecton.ai",
           "stage": "dev"
+        }
+      }
+    }
+  ],
+  "featureViews": [
+    {
+      "meta": {
+        "createdTimestamp": "2022-05-11T19:27:03.171421Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:28:21.444739Z",
+        "materializationIntervals": [
+          {
+            "endTime": "2019-05-11T19:27:05Z",
+            "startTime": "1997-09-19T19:27:13.273753Z"
+          },
+          {
+            "endTime": "2022-05-11T19:27:43Z",
+            "startTime": "2019-05-11T19:27:05Z"
+          }
+        ]
+      },
+      "spec": {
+        "batchSource": {
+          "createdTimestampColumn": "created_timestamp",
+          "dataSourceClassType": "feast.infra.offline_stores.file_source.FileSource",
+          "fileOptions": {
+            "uri": "data/credit_history.parquet"
+          },
+          "name": "credit_history",
+          "timestampField": "event_timestamp",
+          "type": "BATCH_FILE"
+        },
+        "entities": [
+          "dob_ssn"
+        ],
+        "features": [
+          {
+            "name": "credit_card_due",
+            "valueType": "INT64"
+          },
+          {
+            "name": "mortgage_due",
+            "valueType": "INT64"
+          },
+          {
+            "name": "student_loan_due",
+            "valueType": "INT64"
+          },
+          {
+            "name": "vehicle_loan_due",
+            "valueType": "INT64"
+          },
+          {
+            "name": "hard_pulls",
+            "valueType": "INT64"
+          },
+          {
+            "name": "missed_payments_2y",
+            "valueType": "INT64"
+          },
+          {
+            "name": "missed_payments_1y",
+            "valueType": "INT64"
+          },
+          {
+            "name": "missed_payments_6m",
+            "valueType": "INT64"
+          },
+          {
+            "name": "bankruptcies",
+            "valueType": "INT64"
+          }
+        ],
+        "name": "credit_history",
+        "online": true,
+        "tags": {
+          "access_group": "feast-team@tecton.ai",
+          "date_added": "2022-02-6",
+          "experiments": "experiment-A"
         },
-        "description": "Location model"
+        "ttl": "777600000s"
+      }
+    },
+    {
+      "meta": {
+        "createdTimestamp": "2022-05-11T19:27:03.171300Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:46.002348Z",
+        "materializationIntervals": [
+          {
+            "endTime": "2019-05-11T19:27:05Z",
+            "startTime": "2012-05-13T19:27:08.483036Z"
+          },
+          {
+            "endTime": "2022-05-11T19:27:43Z",
+            "startTime": "2019-05-11T19:27:05Z"
+          }
+        ]
       },
+      "spec": {
+        "batchSource": {
+          "createdTimestampColumn": "created_timestamp",
+          "dataSourceClassType": "feast.infra.offline_stores.file_source.FileSource",
+          "fileOptions": {
+            "uri": "data/zipcode_table.parquet"
+          },
+          "name": "zipcode",
+          "timestampField": "event_timestamp",
+          "type": "BATCH_FILE"
+        },
+        "entities": [
+          "zipcode"
+        ],
+        "features": [
+          {
+            "name": "city",
+            "valueType": "STRING"
+          },
+          {
+            "name": "state",
+            "valueType": "STRING"
+          },
+          {
+            "name": "location_type",
+            "valueType": "STRING"
+          },
+          {
+            "name": "tax_returns_filed",
+            "valueType": "INT64"
+          },
+          {
+            "name": "population",
+            "valueType": "INT64"
+          },
+          {
+            "name": "total_wages",
+            "valueType": "INT64"
+          }
+        ],
+        "name": "zipcode_features",
+        "online": true,
+        "tags": {
+          "access_group": "feast-team@tecton.ai",
+          "date_added": "2022-02-7",
+          "experiments": "experiment-A,experiment-B,experiment-C"
+        },
+        "ttl": "315360000s"
+      }
+    },
+    {
       "meta": {
-        "createdTimestamp": "2022-02-11T20:17:15.582561Z"
+        "createdTimestamp": "2022-05-11T19:27:03.171195Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:45.942549Z",
+        "materializationIntervals": [
+          {
+            "endTime": "2019-05-11T19:27:05Z",
+            "startTime": "2012-05-13T19:27:06.493847Z"
+          },
+          {
+            "endTime": "2022-05-11T19:27:43Z",
+            "startTime": "2019-05-11T19:27:05Z"
+          }
+        ]
+      },
+      "spec": {
+        "batchSource": {
+          "createdTimestampColumn": "created_timestamp",
+          "dataSourceClassType": "feast.infra.offline_stores.file_source.FileSource",
+          "fileOptions": {
+            "uri": "data/zipcode_table.parquet"
+          },
+          "name": "zipcode",
+          "timestampField": "event_timestamp",
+          "type": "BATCH_FILE"
+        },
+        "entities": [
+          "zipcode"
+        ],
+        "features": [
+          {
+            "name": "tax_returns_filed",
+            "valueType": "INT64"
+          },
+          {
+            "name": "total_wages",
+            "valueType": "INT64"
+          }
+        ],
+        "name": "zipcode_money_features",
+        "online": true,
+        "tags": {
+          "access_group": "feast-team@tecton.ai",
+          "date_added": "2022-02-7",
+          "experiments": "experiment-A,experiment-B,experiment-C"
+        },
+        "ttl": "315360000s"
       }
     }
   ],
+  "infra": [
+    {
+      "name": "credit_scoring_aws_credit_history",
+      "path": "/Users/dannychiao/GitHub/feast/ui/feature_repo/data/online.db"
+    },
+    {
+      "name": "credit_scoring_aws_zipcode_features",
+      "path": "/Users/dannychiao/GitHub/feast/ui/feature_repo/data/online.db"
+    },
+    {
+      "name": "credit_scoring_aws_zipcode_money_features",
+      "path": "/Users/dannychiao/GitHub/feast/ui/feature_repo/data/online.db"
+    }
+  ],
   "onDemandFeatureViews": [
     {
+      "meta": {
+        "createdTimestamp": "2022-05-11T19:27:03.171556Z",
+        "lastUpdatedTimestamp": "2022-05-11T19:27:03.171556Z"
+      },
       "spec": {
-        "name": "transaction_gt_last_credit_card_due",
         "features": [
           {
             "name": "transaction_gt_last_credit_card_due",
             "valueType": "BOOL"
           }
         ],
-        "inputs": {
-          "transaction": {
-            "requestDataSource": {
-              "type": "REQUEST_SOURCE",
-              "requestDataOptions": {
-                "schema": {
-                  "transaction_amt": "INT64"
-                }
-              },
-              "name": "transaction"
-            }
-          },
+        "name": "transaction_gt_last_credit_card_due",
+        "sources": {
           "credit_history": {
             "featureViewProjection": {
-              "featureViewName": "credit_history",
               "featureColumns": [
                 {
                   "name": "credit_card_due",
@@ -621,169 +604,31 @@
                   "name": "bankruptcies",
                   "valueType": "INT64"
                 }
-              ]
-            }
-          }
-        },
-        "userDefinedFunction": {
-          "name": "transaction_gt_last_credit_card_due",
-          "body": "@on_demand_feature_view(\n    sources={\"credit_history\": credit_history, \"transaction\": input_request,},\n    schema=[\n        Field(name=\"transaction_gt_last_credit_card_due\", dtype=Bool),\n    ],\n)\ndef transaction_gt_last_credit_card_due(inputs: pd.DataFrame) -> pd.DataFrame:\n    df = pd.DataFrame()\n    df[\"transaction_gt_last_credit_card_due\"] = (\n        inputs[\"transaction_amt\"] > inputs[\"credit_card_due\"]\n    )\n    return df\n"
-        }
-      },
-      "meta": {
-        "createdTimestamp": "2022-02-11T20:17:15.581514Z",
-        "lastUpdatedTimestamp": "2022-02-11T20:17:15.581514Z"
-      }
-    }
-  ],
-  "requestFeatureViews": [
-    {
-      "spec": {
-        "name": "transaction_request_fv",
-        "requestDataSource": {
-          "type": "REQUEST_SOURCE",
-          "requestDataOptions": {
-            "schema": {
-              "transaction_amt": "INT64"
+              ],
+              "featureViewName": "credit_history"
             }
           },
-          "name": "transaction"
-        }
-      }
-    }
-  ],
-  "savedDatasets": [
-    {
-      "spec": {
-        "name": "my_training_ds",
-        "features": [
-          "credit_history:credit_card_due",
-          "credit_history:mortgage_due",
-          "credit_history:missed_payments_1y",
-          "zipcode_features:city",
-          "zipcode_features:state",
-          "zipcode_features:location_type",
-          "zipcode_features:tax_returns_filed",
-          "zipcode_features:population",
-          "zipcode_features:total_wages"
-        ],
-        "joinKeys": [
-          "person_income",
-          "person_emp_length",
-          "created_timestamp",
-          "zipcode",
-          "person_home_ownership",
-          "loan_amnt",
-          "person_age",
-          "loan_int_rate",
-          "loan_status",
-          "loan_id",
-          "dob_ssn",
-          "loan_intent"
-        ],
-        "storage": {
-          "fileStorage": {
-            "fileFormat": {
-              "parquetFormat": {}
-            },
-            "fileUrl": "my_training_ds.parquet"
-          }
-        },
-        "featureService": {
-          "spec": {
-            "name": "credit_score_v1",
-            "features": [
-              {
-                "featureViewName": "credit_history",
-                "featureColumns": [
-                  {
-                    "name": "credit_card_due",
-                    "valueType": "INT64"
-                  },
-                  {
-                    "name": "mortgage_due",
-                    "valueType": "INT64"
-                  },
+          "transaction": {
+            "requestDataSource": {
+              "name": "transaction",
+              "requestDataOptions": {
+                "schema": [
                   {
-                    "name": "missed_payments_1y",
+                    "name": "transaction_amt",
                     "valueType": "INT64"
                   }
                 ]
               },
-              {
-                "featureViewName": "zipcode_features",
-                "featureColumns": [
-                  {
-                    "name": "city",
-                    "valueType": "STRING"
-                  },
-                  {
-                    "name": "state",
-                    "valueType": "STRING"
-                  },
-                  {
-                    "name": "location_type",
-                    "valueType": "STRING"
-                  },
-                  {
-                    "name": "tax_returns_filed",
-                    "valueType": "INT64"
-                  },
-                  {
-                    "name": "population",
-                    "valueType": "INT64"
-                  },
-                  {
-                    "name": "total_wages",
-                    "valueType": "INT64"
-                  }
-                ]
-              }
-            ],
-            "tags": {
-              "stage": "staging",
-              "owner": "tony@tecton.ai"
-            },
-            "description": "Credit scoring model"
-          },
-          "meta": {
-            "createdTimestamp": "2022-02-09T20:40:53.103078Z"
+              "type": "REQUEST_SOURCE"
+            }
           }
         },
-        "profile": "{\"meta\": {\"great_expectations_version\": \"0.14.4\"}, \"expectations\": [{\"meta\": {}, \"kwargs\": {\"column\": \"credit_card_due\", \"min_value\": 0, \"mostly\": 0.99}, \"expectation_type\": \"expect_column_values_to_be_between\"}, {\"meta\": {}, \"kwargs\": {\"column\": \"missed_payments_1y\", \"min_value\": 0, \"max_value\": 5, \"mostly\": 0.99}, \"expectation_type\": \"expect_column_values_to_be_between\"}], \"data_asset_type\": \"Dataset\", \"expectation_suite_name\": \"default\", \"ge_cloud_id\": null}"
-      },
-      "meta": {
-        "createdTimestamp": "2022-02-09T20:44:03.377806Z",
-        "minEventTimestamp": "2020-08-25T20:34:41.361Z",
-        "maxEventTimestamp": "2021-08-25T20:34:41.361Z"
+        "userDefinedFunction": {
+          "body": "@on_demand_feature_view(\n    sources=[credit_history, input_request],\n    schema=[\n        Field(name=\"transaction_gt_last_credit_card_due\", dtype=Bool),\n    ],\n)\ndef transaction_gt_last_credit_card_due(inputs: pd.DataFrame) -> pd.DataFrame:\n    df = pd.DataFrame()\n    df[\"transaction_gt_last_credit_card_due\"] = (\n        inputs[\"transaction_amt\"] > inputs[\"credit_card_due\"]\n    )\n    return df\n",
+          "name": "transaction_gt_last_credit_card_due"
+        }
       }
     }
   ],
-  "infra": [
-    {
-      "infraObjects": [
-        {
-          "infraObjectClassType": "feast.infra.online_stores.sqlite.SqliteTable",
-          "sqliteTable": {
-            "path": "/Users/dannychiao/GitHub/feast-ui/feature_repo/data/online.db",
-            "name": "credit_scoring_aws_credit_history"
-          }
-        },
-        {
-          "infraObjectClassType": "feast.infra.online_stores.sqlite.SqliteTable",
-          "sqliteTable": {
-            "path": "/Users/dannychiao/GitHub/feast-ui/feature_repo/data/online.db",
-            "name": "credit_scoring_aws_zipcode_features"
-          }
-        },
-        {
-          "infraObjectClassType": "feast.infra.online_stores.sqlite.SqliteTable",
-          "sqliteTable": {
-            "path": "/Users/dannychiao/GitHub/feast-ui/feature_repo/data/online.db",
-            "name": "credit_scoring_aws_zipcode_money_features"
-          }
-        }
-      ]
-    }
-  ]
+  "project": "credit_scoring_aws"
 }
diff --git a/ui/src/components/TagsDisplay.tsx b/ui/src/components/TagsDisplay.tsx
index 6f7f23b007..87e4863847 100644
--- a/ui/src/components/TagsDisplay.tsx
+++ b/ui/src/components/TagsDisplay.tsx
@@ -9,11 +9,36 @@ import EuiCustomLink from "./EuiCustomLink";
 interface TagsDisplayProps {
   createLink?: (key: string, value: string) => string;
   tags: Record<string, string>;
+  owner?: string;
+  description?: string;
 }
 
-const TagsDisplay = ({ tags, createLink }: TagsDisplayProps) => {
+const TagsDisplay = ({
+  tags,
+  createLink,
+  owner,
+  description,
+}: TagsDisplayProps) => {
   return (
     <EuiDescriptionList textStyle="reverse">
+      {owner ? (
+        <React.Fragment key={"owner"}>
+          <EuiDescriptionListTitle>owner</EuiDescriptionListTitle>
+          <EuiDescriptionListDescription>{owner}</EuiDescriptionListDescription>
+        </React.Fragment>
+      ) : (
+        ""
+      )}
+      {description ? (
+        <React.Fragment key={"description"}>
+          <EuiDescriptionListTitle>description</EuiDescriptionListTitle>
+          <EuiDescriptionListDescription>
+            {description}
+          </EuiDescriptionListDescription>
+        </React.Fragment>
+      ) : (
+        ""
+      )}
       {Object.entries(tags).map(([key, value]) => {
         return (
           <React.Fragment key={key}>
diff --git a/ui/src/index.tsx b/ui/src/index.tsx
index d4f1013503..df12722a64 100644
--- a/ui/src/index.tsx
+++ b/ui/src/index.tsx
@@ -75,8 +75,15 @@ ReactDOM.render(
       reactQueryClient={queryClient}
       feastUIConfigs={{
         tabsRegistry: tabsRegistry,
+        projectListPromise: fetch("http://0.0.0.0:8888/projects-list", {
+          headers: {
+            "Content-Type": "application/json",
+          },
+        }).then((res) => {
+          return res.json();
+        })
       }}
     />
   </React.StrictMode>,
   document.getElementById("root")
-);
+);
\ No newline at end of file
diff --git a/ui/src/pages/data-sources/BatchSourcePropertiesView.tsx b/ui/src/pages/data-sources/BatchSourcePropertiesView.tsx
index 3bc7276203..97f9f58d27 100644
--- a/ui/src/pages/data-sources/BatchSourcePropertiesView.tsx
+++ b/ui/src/pages/data-sources/BatchSourcePropertiesView.tsx
@@ -1,115 +1,136 @@
 import React from "react";
 import {
-    EuiCodeBlock,
-    EuiDescriptionList,
-    EuiDescriptionListDescription,
-    EuiDescriptionListTitle,
-    EuiFlexGroup,
-    EuiFlexItem,
-    EuiSpacer,
-    EuiTitle,
-  } from "@elastic/eui";
+  EuiCodeBlock,
+  EuiDescriptionList,
+  EuiDescriptionListDescription,
+  EuiDescriptionListTitle,
+  EuiFlexGroup,
+  EuiFlexItem,
+  EuiSpacer,
+  EuiTitle,
+} from "@elastic/eui";
 
 interface BatchSourcePropertiesViewProps {
-    batchSource: {
-        type?: string | undefined;
-        dataSourceClassType?: string | undefined;
-        fileOptions?: {
-            fileUrl?: string | undefined;
-        } | undefined;
-        meta?: {
-            latestEventTimestamp?: Date | undefined;
-            earliestEventTimestamp?: Date | undefined;
-        } | undefined;
-        bigqueryOptions?: {
-            dbtModelSerialized?: string | undefined
-        } | undefined;
-    }
+  batchSource: {
+    type?: string | undefined;
+    owner?: string | undefined;
+    description?: string | undefined;
+    dataSourceClassType?: string | undefined;
+    fileOptions?:
+      | {
+          uri?: string | undefined;
+        }
+      | undefined;
+    meta?:
+      | {
+          latestEventTimestamp?: Date | undefined;
+          earliestEventTimestamp?: Date | undefined;
+        }
+      | undefined;
+    bigqueryOptions?:
+      | {
+          dbtModelSerialized?: string | undefined;
+        }
+      | undefined;
+  };
 }
 
 const BatchSourcePropertiesView = (props: BatchSourcePropertiesViewProps) => {
-    const batchSource = props.batchSource;
-    return (
-        <React.Fragment>
-            <EuiFlexGroup>
-                <EuiFlexItem grow={false}>
-                <EuiDescriptionList>
-                    {(batchSource.dataSourceClassType || batchSource.type) &&
-                        <React.Fragment>
-                            <EuiDescriptionListTitle>Source Type</EuiDescriptionListTitle>
-                            {batchSource.dataSourceClassType ? ( 
-                                <EuiDescriptionListDescription>
-                                    {batchSource.dataSourceClassType
-                                        .split(".")
-                                        .at(-1)}
-                                </EuiDescriptionListDescription>)
-                            : batchSource.type ? (<EuiDescriptionListDescription>
-                                {batchSource.type}
-                            </EuiDescriptionListDescription>)
-                            : ""}
-                        </React.Fragment>}
-                   
-                    {batchSource.fileOptions && (
-                        <React.Fragment>
-                            <EuiDescriptionListTitle>
-                            File URL
-                            </EuiDescriptionListTitle>
-                            <EuiDescriptionListDescription>
-                            {batchSource.fileOptions
-                                ? batchSource.fileOptions.fileUrl
-                                : ""}
-                            </EuiDescriptionListDescription>
-                        </React.Fragment>
-                    )}
-                    {batchSource.meta?.latestEventTimestamp && (
-                        <React.Fragment>
-                            <EuiDescriptionListTitle>
-                            Latest Event
-                            </EuiDescriptionListTitle>
-                            <EuiDescriptionListDescription>
-                            {batchSource.meta.latestEventTimestamp.toLocaleDateString(
-                                "en-CA"
-                            )}
-                            </EuiDescriptionListDescription>
-                        </React.Fragment>
-                    )}
-                    {batchSource.meta?.earliestEventTimestamp && (
-                        <React.Fragment>
-                            <EuiDescriptionListTitle>
-                            Earliest Event
-                            </EuiDescriptionListTitle>
-                            <EuiDescriptionListDescription>
-                            {batchSource.meta.earliestEventTimestamp.toLocaleDateString(
-                                "en-CA"
-                            )}
-                            </EuiDescriptionListDescription>
-                        </React.Fragment>
-                    )}
-                </EuiDescriptionList>
-                </EuiFlexItem>
-
-                {batchSource.bigqueryOptions?.dbtModelSerialized && (
-                <EuiFlexItem grow={false}>
-                    <EuiSpacer size="l" />
-                </EuiFlexItem>
-                )}
-                {batchSource.bigqueryOptions?.dbtModelSerialized && (
-                <EuiFlexItem>
-                    <EuiTitle size="xs">
-                    <h3>Dbt Transformation</h3>
-                    </EuiTitle>
-                    <EuiCodeBlock
-                    language="sql"
-                    fontSize="m"
-                    paddingSize="m"
-                    isCopyable
-                    >
-                    {batchSource.bigqueryOptions.dbtModelSerialized}
-                    </EuiCodeBlock>
-                </EuiFlexItem>
+  const batchSource = props.batchSource;
+  return (
+    <React.Fragment>
+      <EuiFlexGroup>
+        <EuiFlexItem grow={false}>
+          <EuiDescriptionList>
+            {(batchSource.dataSourceClassType || batchSource.type) && (
+              <React.Fragment>
+                <EuiDescriptionListTitle>Source Type</EuiDescriptionListTitle>
+                {batchSource.dataSourceClassType ? (
+                  <EuiDescriptionListDescription>
+                    {batchSource.dataSourceClassType.split(".").at(-1)}
+                  </EuiDescriptionListDescription>
+                ) : batchSource.type ? (
+                  <EuiDescriptionListDescription>
+                    {batchSource.type}
+                  </EuiDescriptionListDescription>
+                ) : (
+                  ""
                 )}
-            </EuiFlexGroup>
-        </React.Fragment>);
+              </React.Fragment>
+            )}
+
+            {batchSource.owner && (
+              <React.Fragment>
+                <EuiDescriptionListTitle>Owner</EuiDescriptionListTitle>
+                <EuiDescriptionListDescription>
+                  {batchSource.owner}
+                </EuiDescriptionListDescription>
+              </React.Fragment>
+            )}
+            {batchSource.description && (
+              <React.Fragment>
+                <EuiDescriptionListTitle>Description</EuiDescriptionListTitle>
+                <EuiDescriptionListDescription>
+                  {batchSource.description}
+                </EuiDescriptionListDescription>
+              </React.Fragment>
+            )}
+            {batchSource.fileOptions && (
+              <React.Fragment>
+                <EuiDescriptionListTitle>File URL</EuiDescriptionListTitle>
+                <EuiDescriptionListDescription>
+                  {batchSource.fileOptions ? batchSource.fileOptions.uri : ""}
+                </EuiDescriptionListDescription>
+              </React.Fragment>
+            )}
+            {batchSource.meta?.latestEventTimestamp && (
+              <React.Fragment>
+                <EuiDescriptionListTitle>Latest Event</EuiDescriptionListTitle>
+                <EuiDescriptionListDescription>
+                  {batchSource.meta.latestEventTimestamp.toLocaleDateString(
+                    "en-CA"
+                  )}
+                </EuiDescriptionListDescription>
+              </React.Fragment>
+            )}
+            {batchSource.meta?.earliestEventTimestamp && (
+              <React.Fragment>
+                <EuiDescriptionListTitle>
+                  Earliest Event
+                </EuiDescriptionListTitle>
+                <EuiDescriptionListDescription>
+                  {batchSource.meta.earliestEventTimestamp.toLocaleDateString(
+                    "en-CA"
+                  )}
+                </EuiDescriptionListDescription>
+              </React.Fragment>
+            )}
+          </EuiDescriptionList>
+        </EuiFlexItem>
+
+        {batchSource.bigqueryOptions?.dbtModelSerialized && (
+          <EuiFlexItem grow={false}>
+            <EuiSpacer size="l" />
+          </EuiFlexItem>
+        )}
+        {batchSource.bigqueryOptions?.dbtModelSerialized && (
+          <EuiFlexItem>
+            <EuiTitle size="xs">
+              <h3>Dbt Transformation</h3>
+            </EuiTitle>
+            <EuiCodeBlock
+              language="sql"
+              fontSize="m"
+              paddingSize="m"
+              isCopyable
+            >
+              {batchSource.bigqueryOptions.dbtModelSerialized}
+            </EuiCodeBlock>
+          </EuiFlexItem>
+        )}
+      </EuiFlexGroup>
+    </React.Fragment>
+  );
 };
 
 export default BatchSourcePropertiesView;
diff --git a/ui/src/pages/data-sources/DataSourceOverviewTab.tsx b/ui/src/pages/data-sources/DataSourceOverviewTab.tsx
index f7c05000e7..124a0e6ab9 100644
--- a/ui/src/pages/data-sources/DataSourceOverviewTab.tsx
+++ b/ui/src/pages/data-sources/DataSourceOverviewTab.tsx
@@ -27,7 +27,6 @@ const DataSourceOverviewTab = () => {
   const { isLoading, isSuccess, isError, data, consumingFeatureViews } =
     useLoadDataSource(dsName);
   const isEmpty = data === undefined;
-  console.log(consumingFeatureViews);
 
   return (
     <React.Fragment>
@@ -51,7 +50,7 @@ const DataSourceOverviewTab = () => {
                     <EuiHorizontalRule margin="xs" />
                     {data.fileOptions || data.bigqueryOptions ? (
                       <BatchSourcePropertiesView batchSource={data} />
-                    ) : data.requestDataOptions ? (
+                    ) : data.type ? (
                       <React.Fragment>
                         <EuiDescriptionList>
                           <EuiDescriptionListTitle>
@@ -62,7 +61,7 @@ const DataSourceOverviewTab = () => {
                           </EuiDescriptionListDescription>
                         </EuiDescriptionList>
                       </React.Fragment>
-                    ): (
+                    ) : (
                       ""
                     )}
                   </EuiPanel>
@@ -78,12 +77,10 @@ const DataSourceOverviewTab = () => {
                       </EuiTitle>
                       <EuiHorizontalRule margin="xs"></EuiHorizontalRule>
                       <RequestDataSourceSchemaTable
-                        fields={Object.entries(
-                          data.requestDataOptions.schema
-                        ).map(([field, type]) => {
+                        fields={data.requestDataOptions.schema.map((obj) => {
                           return {
-                            fieldName: field,
-                            valueType: type,
+                            fieldName: obj.name,
+                            valueType: obj.valueType,
                           };
                         })}
                       />
diff --git a/ui/src/pages/feature-views/OnDemandFeatureViewOverviewTab.tsx b/ui/src/pages/feature-views/OnDemandFeatureViewOverviewTab.tsx
index 9bd725534e..1ea509d8df 100644
--- a/ui/src/pages/feature-views/OnDemandFeatureViewOverviewTab.tsx
+++ b/ui/src/pages/feature-views/OnDemandFeatureViewOverviewTab.tsx
@@ -38,7 +38,7 @@ const whereFSconsumesThisFv = (fvName: string) => {
 const OnDemandFeatureViewOverviewTab = ({
   data,
 }: OnDemandFeatureViewOverviewTabProps) => {
-  const inputs = Object.entries(data.spec.inputs);
+  const inputs = Object.entries(data.spec.sources);
 
   const relationshipQuery = useLoadRelationshipData();
   const fsNames = relationshipQuery.data
diff --git a/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx b/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx
index 72ea646c95..d284d697e8 100644
--- a/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx
+++ b/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx
@@ -60,27 +60,6 @@ const RegularFeatureViewOverviewTab = ({
         <EuiFlexItem>
           <EuiStat title={`${numOfFs}`} description="Consuming Services" />
         </EuiFlexItem>
-        {data.spec.batchSource.meta ? (
-          <EuiFlexItem>
-            <EuiStat
-              title={data.spec.batchSource.meta.latestEventTimestamp.toLocaleDateString(
-                "en-CA"
-              )}
-              description="Latest Event Time"
-              titleColor="subdued"
-            />
-          </EuiFlexItem>
-        ) : (
-          <EuiText>No batchSource specified on this feature view.</EuiText>
-        )}
-        {data.meta.lastUpdatedTimestamp && (
-          <EuiFlexItem>
-            <EuiStat
-              title={data.meta.lastUpdatedTimestamp.toLocaleDateString("en-CA")}
-              description="Last Updated"
-            />
-          </EuiFlexItem>
-        )}
       </EuiFlexGroup>
       <EuiSpacer size="l" />
       <EuiFlexGroup>
@@ -96,7 +75,7 @@ const RegularFeatureViewOverviewTab = ({
                 features={data.spec.features}
               />
             ) : (
-              <EuiText>No Tags specified on this feature view.</EuiText>
+              <EuiText>No features specified on this feature view.</EuiText>
             )}
           </EuiPanel>
         </EuiFlexItem>
@@ -156,6 +135,8 @@ const RegularFeatureViewOverviewTab = ({
                     encodeSearchQueryString(`${key}:${value}`)
                   );
                 }}
+                owner={data.spec.owner}
+                description={data.spec.description}
               />
             ) : (
               <EuiText>No Tags specified on this feature view.</EuiText>
diff --git a/ui/src/parsers/feastDatasources.ts b/ui/src/parsers/feastDatasources.ts
index a9f58d716c..3e1dca72d1 100644
--- a/ui/src/parsers/feastDatasources.ts
+++ b/ui/src/parsers/feastDatasources.ts
@@ -1,20 +1,22 @@
 import { z } from "zod";
-import { FEAST_FEATURE_VALUE_TYPES } from "./types";
+import { FeastFeatureColumnSchema } from "./feastFeatureViews";
 
 const FeastDatasourceSchema = z.object({
   type: z.string(),
   eventTimestampColumn: z.string().optional(),
   createdTimestampColumn: z.string().optional(),
   fileOptions: z.object({
-    fileUrl: z.string().optional(),
+    uri: z.string().optional(),
   }).optional(),
   name: z.string(),
+  description: z.string().optional(),
+  owner: z.string().optional(),
   meta: z.object({
     latestEventTimestamp: z.string().transform((val) => new Date(val)),
     earliestEventTimestamp: z.string().transform((val) => new Date(val)),
   }).optional(),
   requestDataOptions: z.object({
-    schema: z.record(z.nativeEnum(FEAST_FEATURE_VALUE_TYPES)),
+    schema: z.array(FeastFeatureColumnSchema),
   }).optional(),
   bigqueryOptions: z.object({
     tableRef: z.string().optional(),
diff --git a/ui/src/parsers/feastFeatureViews.ts b/ui/src/parsers/feastFeatureViews.ts
index c8cdadd25c..3e63b5afd0 100644
--- a/ui/src/parsers/feastFeatureViews.ts
+++ b/ui/src/parsers/feastFeatureViews.ts
@@ -4,6 +4,7 @@ import { FEAST_FEATURE_VALUE_TYPES } from "./types";
 const FeastFeatureColumnSchema = z.object({
   name: z.string(),
   valueType: z.nativeEnum(FEAST_FEATURE_VALUE_TYPES),
+  tags: z.record(z.string()).optional(),
 });
 
 const FeastBatchSourceSchema = z.object({
@@ -11,9 +12,11 @@ const FeastBatchSourceSchema = z.object({
   eventTimestampColumn: z.string().optional(),
   createdTimestampColumn: z.string().optional(),
   fileOptions: z.object({
-    fileUrl: z.string().optional(),
+    uri: z.string().optional(),
   }).optional(),
   name: z.string().optional(),
+  description: z.string().optional(),
+  owner: z.string().optional(),
   meta: z.object({
     earliestEventTimestamp: z.string().transform((val) => new Date(val)),
     latestEventTimestamp: z.string().transform((val) => new Date(val)),
@@ -30,12 +33,14 @@ const FeastBatchSourceSchema = z.object({
 
 const FeastFeatureViewSchema = z.object({
   spec: z.object({
+    description: z.string().optional(),
     name: z.string(),
     entities: z.array(z.string()),
     features: z.array(FeastFeatureColumnSchema),
     ttl: z.string().transform((val) => parseInt(val)),
     batchSource: FeastBatchSourceSchema,
     online: z.boolean(),
+    owner: z.string().optional(),
     tags: z.record(z.string()).optional(),
   }),
   meta: z.object({
diff --git a/ui/src/parsers/feastODFVS.ts b/ui/src/parsers/feastODFVS.ts
index ebac09e163..8341438d50 100644
--- a/ui/src/parsers/feastODFVS.ts
+++ b/ui/src/parsers/feastODFVS.ts
@@ -14,7 +14,7 @@ const RequestDataSourceSchema = z.object({
     type: z.string(),
     name: z.string(),
     requestDataOptions: z.object({
-      schema: z.record(z.nativeEnum(FEAST_FEATURE_VALUE_TYPES)),
+      schema: z.array(FeastFeatureColumnSchema),
     }),
   }),
 });
@@ -28,7 +28,7 @@ const FeastODFVSchema = z.object({
   spec: z.object({
     name: z.string(),
     features: z.array(FeastFeatureColumnSchema),
-    inputs: z.record(ODFVInputsSchema),
+    sources: z.record(ODFVInputsSchema),
     userDefinedFunction: z.object({
       name: z.string(),
       body: z.string(),
diff --git a/ui/src/parsers/parseEntityRelationships.ts b/ui/src/parsers/parseEntityRelationships.ts
index bf82e86ff9..f54bff63a1 100644
--- a/ui/src/parsers/parseEntityRelationships.ts
+++ b/ui/src/parsers/parseEntityRelationships.ts
@@ -57,7 +57,7 @@ const parseEntityRelationships = (objects: FeastRegistryType) => {
   });
 
   objects.onDemandFeatureViews?.forEach((fv) => {
-   Object.values(fv.spec.inputs).forEach((input: { [key: string]: any }) => {
+   Object.values(fv.spec.sources).forEach((input: { [key: string]: any }) => {
      if (input.requestDataSource) {
        links.push({
          source: {