diff --git a/csharp/local/AntibodySequenceLiabilities.yaml b/csharp/local/AntibodySequenceLiabilities.yaml
index c838ca4..3f5eeba 100644
--- a/csharp/local/AntibodySequenceLiabilities.yaml
+++ b/csharp/local/AntibodySequenceLiabilities.yaml
@@ -2,7 +2,7 @@ id: 01010160-093b-55c7-746b-8a3c148111b7
 name: Antibody Sequence Liabilities
 description: Create a set of boolean columns indicating the presence or absence of predefined antibody sequence liabilities.  A column illustrating the sequence and the identified liability locations is also created.
 category: Biopolymer
-version: 1.0.1
+version: 1.1.0
 serviceName: AntibodySequenceLiabilities
 serviceUri: glysade.csharp
 executorId: Glysade.CSharpDataFxn
@@ -36,12 +36,12 @@ inputFields:
     data: Annotated Liabilities
 - control:
     id: patterns
-    label: Match patterns
+    label: Sequence liabilities
     type: select
     multi: !!bool true
     options:
     - text: Asparagine Deamidation
-      value: Asparagine Deamidation,(?=(N[GSTN]))
+      value: Asparagine Deamidation,(?=(N[GSTNH]))
     - text: Aspartic Acid Fragmentation
       value: Aspartic Acid Fragmentation,DP
     - text: Aspartic Acid Isomerization
@@ -62,7 +62,7 @@ inputFields:
     id: patterns
     dataType: list(string)
     data:
-    - Asparagine Deamidation,(?=(N[GSTN]))
+    - Asparagine Deamidation,(?=(N[GSTNH]))
     - Aspartic Acid Fragmentation,DP
     - Aspartic Acid Isomerization,(?=(D[GSTDH]))
     - Cysteine,C
@@ -70,18 +70,43 @@ inputFields:
     - N-glycosylation,N[^P][TS]
     - N-terminal Glutamic Acid,^E
     - Oxidation,[MW]
+- control:
+    id: ctrlColor
+    label: Select color
+    type: color
+  request:
+    id: ctrlColor
+    dataType: string
+    data: '#ff0000'
 assembly: PublisherCore
 tags:
 - color: '#dddddd'
   text: MAB
+- color: '#AFC9E1'
+  text: annotation
 - color: '#337abc'
   text: sequence
-- color: '#f1f72d'
-  text: filter
 updateBehavior: automatic
 maximumOutputColumns: !!int 10
 maximumOutputTables: !!int 0
 chemistryFunction: !!bool false
+outputFields:
+- id: sequenceColumn
+  name: Sequence column
+  source: inputField
+  type: default
+- id: outputColumn
+  name: Annotated sequence output column
+  source: inputField
+  type: default
+- id: patterns
+  name: Selected liabilities
+  source: inputField
+  type: default
+- id: ctrlColor
+  name: Color
+  source: inputField
+  type: color
 allowedClients:
 - Analyst
 - WebPlayer
diff --git a/csharp/local/SequenceMotifSearch.yaml b/csharp/local/SequenceMotifSearch.yaml
index 1b7d6c4..65d63d5 100644
--- a/csharp/local/SequenceMotifSearch.yaml
+++ b/csharp/local/SequenceMotifSearch.yaml
@@ -2,7 +2,7 @@ id: 70470634-68a8-4950-9d88-348bc19e3a1d
 name: Sequence Motif Search
 description: Creates boolean columns indicating the presence or absence of an input sequence motif in a sequence column - regular expressions are also supported.  A column illustrating the sequence and the identified motif locations is also created.
 category: Biopolymer
-version: 1.0.1
+version: 1.1.0
 serviceName: SequenceMotifRegexSearch
 serviceUri: glysade.csharp
 executorId: Glysade.CSharpDataFxn
@@ -29,7 +29,7 @@ inputFields:
     type: text
     validationRules:
     - type: required
-      message: 'Enter a name for the output boolean column.'
+      message: Enter a name for the output boolean column.
   request:
     id: columnName
     dataType: string
@@ -39,7 +39,7 @@ inputFields:
     type: text
     validationRules:
     - type: required
-      message: 'Enter a name to be used in annotating the motif.'
+      message: Enter a name to be used in annotating the motif.
   request:
     id: featureName
     dataType: string
@@ -50,19 +50,48 @@ inputFields:
     rows: !!int 1
     validationRules:
     - type: required
-      message: 'A query sequence or regular expression must be entered.'
+      message: A query sequence or regular expression must be entered.
   request:
     id: expression
     dataType: string
+- control:
+    id: ctrlColor
+    label: Select color
+    type: color
+  request:
+    id: ctrlColor
+    dataType: string
+    data: '#ffa500'
 tags:
+- color: '#AFC9E1'
+  text: annotation
 - color: '#337abc'
   text: sequence
-- color: '#f1f72d'
-  text: filter
 updateBehavior: automatic
 maximumOutputColumns: !!int 2
 maximumOutputTables: !!int 0
 chemistryFunction: !!bool false
+outputFields:
+- id: sequenceColumn
+  name: Sequence column
+  source: inputField
+  type: default
+- id: columnName
+  name: Annotated sequence output column
+  source: inputField
+  type: default
+- id: featureName
+  name: Motif name
+  source: inputField
+  type: default
+- id: expression
+  name: Motif expression
+  source: inputField
+  type: default
+- id: ctrlColor
+  name: Color
+  source: inputField
+  type: color
 allowedClients:
 - Analyst
 - WebPlayer
diff --git a/csharp/local/SequenceRegionAnnotation.yaml b/csharp/local/SequenceRegionAnnotation.yaml
index bb5c9d6..c3e6c8f 100644
--- a/csharp/local/SequenceRegionAnnotation.yaml
+++ b/csharp/local/SequenceRegionAnnotation.yaml
@@ -2,7 +2,7 @@ id: 1d863338-11e3-f287-a9c8-6d72792c320f
 name: Sequence Region Annotation
 description: Create GenBank region annotations for a sequence or GenBank column.
 category: Biopolymer
-version: 1.0.0
+version: 1.1.0
 serviceName: SequenceRegionAnnotationDataFunction
 serviceUri: glysade.csharp
 executorId: Glysade.CSharpDataFxn
@@ -79,6 +79,14 @@ inputFields:
   request:
     id: end
     dataType: integer
+- control:
+    id: uictrlColor
+    label: Select color
+    type: color
+  request:
+    id: uictrlColor
+    dataType: string
+    data: '#afc9e1'
 tags:
 - color: '#337abc'
   text: sequence
@@ -109,10 +117,14 @@ outputFields:
   name: Region end location
   source: inputField
   type: default
+- id: uictrlColor
+  name: Color
+  source: inputField
+  type: color
 allowedClients:
 - Analyst
 - WebPlayer
 demoUrl: 
 limitBy: none
-minimumChartsVersion: 4.4.0.0 
-confirmSubmit: 
\ No newline at end of file
+minimumChartsVersion: 4.4.0.0
+confirmSubmit: 
diff --git a/python/local/AntibodyStructurePrediction.yaml b/python/local/AntibodyStructurePrediction.yaml
new file mode 100644
index 0000000..849b821
--- /dev/null
+++ b/python/local/AntibodyStructurePrediction.yaml
@@ -0,0 +1,248 @@
+id: db2af994-2c2e-c6aa-4495-e4bdce0d8edb
+name: Antibody Structure Prediction
+description: Predict antibody 3D structure given heavy and light chain amino acid sequences.  Sequences should be concatenated with the heavy chain preceding the light chain.
+category: Biopolymer
+version: 1.0.0
+serviceName: AntibodyStructurePrediction
+serviceUri: glysade.python.mab
+executorId: Glysade.CPythonDataFxn
+inputFields:
+- control:
+    id: uiAbSeqCol
+    label: Antibody sequence column
+    type: columnselect
+    multi: !!bool false
+    validationRules:
+    - type: required
+      message: A sequence column must be specified
+    filters:
+    - dataType: string
+      contentType:
+      - chemical/x-sequence
+    limitByControlId: uiLimitBy
+  request:
+    id: uiAbSeqCol
+    dataType: string
+    selectorType: column
+- control:
+    id: uiIDCol
+    label: ID column
+    type: columnselect
+    multi: !!bool false
+    validationRules:
+    - type: required
+      message: Specify a column with unique IDs
+    filters:
+    - dataType: string
+      contentType: []
+    limitByControlId: uiLimitBy
+  request:
+    id: uiIDCol
+    dataType: string
+    selectorType: column
+- control:
+    id: uiLimitBy
+    label: Apply data function to
+    type: limitby
+  request:
+  - id: uiLimitBy
+    dataType: string
+    field: limitBy
+    data: none
+  - id: uiLimitByMarking
+    dataType: string
+    field: marking
+- control:
+    id: uiSaveAll
+    label: Save all models
+    type: checkbox
+    group:
+      name: Model Options
+      collapsible: !!bool true
+  request:
+    id: uiSaveAll
+    dataType: boolean
+    data: !!bool false
+- control:
+    id: uiRefineAll
+    label: Refine all models
+    type: checkbox
+    group:
+      name: Model Options
+  request:
+    id: uiRefineAll
+    dataType: boolean
+    data: !!bool false
+- control:
+    id: uiDoNumbering
+    label: Perform antibody numbering
+    type: checkbox
+    group:
+      name: Antibody Numbering
+  request:
+    id: uiDoNumbering
+    dataType: boolean
+    data: !!bool false
+- control:
+    id: uiNumberingScheme
+    label: Antibody numbering scheme
+    type: radiogroup
+    radios:
+    - text: Kabat
+      value: kabat
+    - text: Chothia
+      value: chothia
+    - text: IMGT
+      value: imgt
+    - text: Martin (extended Chothia)
+      value: martin
+    - text: Aho
+      value: aho
+    validationRules:
+    - type: required
+      message: ''
+    group:
+      name: Antibody Numbering
+  request:
+    id: uiNumberingScheme
+    dataType: string
+    data: imgt
+- control:
+    id: uiCDRdef
+    label: CDR definition scheme
+    type: radiogroup
+    radios:
+    - text: Kabat
+      value: kabat
+    - text: Chothia
+      value: chothia
+    - text: IMGT
+      value: imgt
+    group:
+      name: Antibody Numbering
+      collapsible: !!bool true
+      collapsed: !!bool false
+  request:
+    id: uiCDRdef
+    dataType: string
+    data: imgt
+tags:
+- color: '#dddddd'
+  text: MAB
+- color: '#D22A2A'
+  text: structure
+ironPython: |-
+  #####################################################
+  #  Copyright 2023 Glysade LLC, All Rights Reserved  #
+  #####################################################
+
+  import sys,clr
+  from Spotfire.Dxp.Application import Panel, PanelTypeIdentifiers
+  from Spotfire.Dxp.Application.Layout import LayoutDefinition
+  import Spotfire.Dxp.Application.PanelCollection
+  from System import AppDomain
+
+  loadAssemblies = ['Charts', 'ChemistryService', 'Common']
+  for asm in AppDomain.CurrentDomain.GetAssemblies():
+      if asm.GetName().Name in loadAssemblies:
+          clr.AddReference(asm.FullName)
+
+  from Common import ColumnIdService
+  from ChemistryService import DataFxnInput, DataFxnRequest, DataFxnInputField
+  from Charts import ChartsModel
+  model_type = ChartsModel
+
+  dataTable = ResultTables[0]
+  structureColumn = dataTable.Columns['Compressed Structures']
+  tableId = dataTable.Id.ToString()
+  idSvc = Application.GetService[ColumnIdService]()
+
+  if not dataTable:
+      raise Exception('target table not found')
+
+  page = Document.Pages.AddNew('Antibody Structure Prediction Results')
+  panelsToHide = [PanelTypeIdentifiers.DataPanel, PanelTypeIdentifiers.DetailsOnDemandPanel, PanelTypeIdentifiers.FilterPanel]
+
+  for panel in page.Panels:
+      if panel.TypeId in panelsToHide:
+          if panel.Visible:
+              panel.Visible = False
+
+  filteringScheme = Document.FilteringSchemes[0]
+  page.FilterPanel.FilteringSchemeReference = filteringScheme
+
+  tableVis = page.Visuals.AddNew[model_type]()
+  tableVis.SetKeyValue('visualization','table-visualization')
+  tableVis.DataTable = dataTable
+  tableVis.ConfigureColumns()
+  tableVis.Marking = Document.Data.Markings.DefaultMarkingReference
+
+  alignedSequenceColumn = None
+  for column in dataTable.Columns:
+      if column.Properties.ContentType != 'chemical/x-genbank' and column.Name.Contains('Aligned Sequence'):
+          alignedSequenceColumn = column
+          break
+
+  biomolVis = page.Visuals.AddNew[model_type]()
+
+  if alignedSequenceColumn:
+      biomolVis.SetKeyValue(tableId+'.biomolviewer-visualization.bioMolViewer.sequenceColumnId', idSvc.GetID(alignedSequenceColumn))
+  if structureColumn:
+      biomolVis.SetKeyValue(tableId+'.biomolviewer-visualization.bioMolViewer.defaultDisplayObjects', '[["'+idSvc.GetID(structureColumn)+'",{"contacts":{"contextColumnId":"none","labelsVisible":true,"visible":false},"structure":{"color":{"color":"#808080","scheme":"element","reverse":false,"scale":"OrRd"},"contextDistance":10,"contextColumnId":"none","contextFilterSele":"","displayUnmappedChains":true,"hydrogenStyle":"none","style":"line","visible":true,"water":true},"surface":{"color":{"color":"#808080","scheme":"uniform","reverse":false,"scale":"OrRd"},"contextColumnId":"none","contextDistance":5,"filterSele":"","opacity":0.7,"type":"av","visible":false,"wireframe":false},"protein":{"tube":{"color":{"color":"#808080","scheme":"bfactor","reverse":false,"scale":"OrRd"},"visible":false},"cartoon":{"color":{"color":"#808080","scheme":"bfactor","reverse":false,"scale":"OrRd"},"visible":true}},"visible":true}]]')
+  biomolVis.SetKeyValue('visualization','biomolviewer-visualization')
+  biomolVis.DataTable = dataTable
+  biomolVis.ConfigureColumns()
+  biomolVis.Marking = Document.Data.Markings.DefaultMarkingReference
+
+  layout = LayoutDefinition()
+  layout.BeginSideBySideSection()
+  layout.Add(biomolVis.Visual, 75.0)
+  layout.Add(tableVis.Visual, 25.0)
+  layout.EndSection()
+  page.ApplyLayout(layout)
+
+  tableVis.SetActiveVisual()
+updateBehavior: manual
+maximumOutputColumns: !!int 0
+maximumOutputTables: !!int 1
+chemistryFunction: !!bool false
+outputFields:
+- id: uiAbSeqCol
+  name: Antibody sequence column
+  source: inputField
+  type: sequence
+- id: uiIDColumn
+  name: ID column
+  source: inputField
+  type: default
+- id: uiLimitBy
+  name: Limit by
+  source: inputField
+  type: default
+- id: uiSaveAll
+  name: Save all
+  source: inputField
+  type: default
+- id: uiRefineAll
+  name: Refine All
+  source: inputField
+  type: default
+- id: uiDoNumbering
+  name: Perform antibody numbering
+  source: inputField
+  type: default
+- id: uiNumberingScheme
+  name: Antbody numbering scheme
+  source: inputField
+  type: default
+- id: uiCDRdef
+  name: CDR definition scheme
+  source: inputField
+  type: default
+allowedClients:
+- Analyst
+- WebPlayer
+demoUrl: 
+limitBy: none
+minimumChartsVersion: 4.4.0.0
+confirmSubmit: 
diff --git a/python/local/RelativeAccessibleSurfaceAreaRASA.yaml b/python/local/RelativeAccessibleSurfaceAreaRASA.yaml
new file mode 100644
index 0000000..298de74
--- /dev/null
+++ b/python/local/RelativeAccessibleSurfaceAreaRASA.yaml
@@ -0,0 +1,154 @@
+id: d8831560-5f1d-29c6-2606-6624346c96a9
+name: Relative Accessible Surface Area (RASA)
+description: Compute the Relative Accessible Surface Area (RASA) of the amino acid residues of a protein.
+category: Biopolymer
+version: 1.0.0
+serviceName: ProteinRASA
+serviceUri: glysade.python.mab
+executorId: Glysade.CPythonDataFxn
+inputFields:
+- control:
+    id: uiStructureColumn
+    label: Select a structure column
+    type: columnselect
+    multi: !!bool false
+    validationRules:
+    - type: required
+      message: A structure column is required
+    filters:
+    - dataType:
+      - binary
+      contentType:
+      - chemical/x-pdb
+    limitByControlId: uiLimitBy
+    tooltip: Select a structure column
+  request:
+    id: uiStructureColumn
+    dataType: string
+    selectorType: column
+- control:
+    id: uiSequenceColumn
+    label: Select a sequence column
+    type: columnselect
+    multi: !!bool false
+    tooltip: Select a sequence column
+    validationRules:
+    - type: required
+      message: A sequence column is required
+    filters:
+    - dataType:
+      - binary
+      - string
+      contentType:
+      - chemical/x-sequence
+      - chemical/x-genbank
+    limitByControlId: uiLimitBy
+  request:
+    id: uiSequenceColumn
+    dataType: string
+    selectorType: column
+- control:
+    id: uiLimitBy
+    label: Apply data function to
+    type: limitby
+    tooltip: Select limiting options
+  request:
+  - id: uiLimitBy
+    dataType: string
+    field: limitBy
+    data: none
+  - id: uiLimitByMarking
+    dataType: string
+    field: marking
+- control:
+    id: uiRASACutoff
+    label: Percent RASA cutoff (this value or above is considred "exposed")
+    type: text
+    validationRules:
+    - type: numeric
+      message: An integer value between 0 and 100 is required.
+    - type: range
+      message: An integer value between 0 and 100 is required.
+      max: !!int 100
+    - type: required
+      message: An integer value between 0 and 100 is required.
+    group:
+      name: Annotations options
+  request:
+    id: uiRASACutoff
+    dataType: integer
+    data: !!int 20
+- control:
+    id: uiExposedColor
+    label: Exposed residue color
+    type: color
+    tooltip: Exposed residue color
+    validationRules:
+    - type: required
+      message: ''
+    group:
+      name: Annotations options
+  request:
+    id: uiExposedColor
+    dataType: string
+    data: '#FF0000'
+- control:
+    id: uiLabelAll
+    label: Annotate all residues with a color gradient
+    type: checkbox
+    tooltip: Annotate all residues
+    group:
+      name: Annotations options
+    validationRules: []
+  request:
+    id: uiLabelAll
+    dataType: boolean
+    data: !!bool true
+- control:
+    id: uiStartColor
+    label: Starting gradient color (corresponds to RASA = 0)
+    type: color
+    tooltip: Starting color
+    validationRules:
+    - type: required
+      message: ''
+    group:
+      name: Annotations options
+  request:
+    id: uiStartColor
+    dataType: string
+    data: '#FECD92'
+- control:
+    id: uiEndColor
+    label: Ending gradient color (corresponds to RASA = 100%)
+    type: color
+    tooltip: Ending color
+    group:
+      name: Annotations options
+      collapsible: !!bool true
+      collapsed: !!bool true
+    validationRules:
+    - type: required
+      message: ''
+  request:
+    id: uiEndColor
+    dataType: string
+    data: '#7DA4C8'
+tags:
+- color: '#dddddd'
+  text: MAB
+- color: '#ba660b'
+  text: analyze
+- color: '#AFC9E1'
+  text: annotation
+updateBehavior: manual
+maximumOutputColumns: !!int 0
+maximumOutputTables: !!int 0
+chemistryFunction: !!bool false
+allowedClients:
+- Analyst
+- WebPlayer
+demoUrl: 
+limitBy: filteredRows
+minimumChartsVersion: 
+confirmSubmit: