diff --git a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.file.model.yml b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.file.model.yml
index 5d46ebd4886..e9db2672c86 100644
--- a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.file.model.yml
+++ b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.file.model.yml
@@ -1,5 +1,5 @@
 # THIS FILE IS AN AUTO-GENERATED MODELS AS DATA FILE. DO NOT EDIT.
-# Generated from https://github.com/apache/avro.git#64ac2975ec26c59a322d5d110c300741792424f4 by codeql-mads-via-llm
+# Generated from https://github.com/apache/avro.git#892d6997dcb65627560b04bd76c5a3dd97666cdf by codeql-mads-via-llm
 extensions:
   - addsTo:
       pack: codeql/java-all
@@ -20,14 +20,8 @@ extensions:
     data:
       - ["org.apache.avro.file", "DataFileReader12", True, "getMeta", "(String)", "", "ReturnValue", "file", "ai-generated"]
       - ["org.apache.avro.file", "DataFileReader12", True, "getMetaString", "(String)", "", "ReturnValue", "file", "ai-generated"]
-      - ["org.apache.avro.file", "DataFileReader12", True, "getSchema", "()", "", "ReturnValue", "file", "ai-generated"]
-      - ["org.apache.avro.file", "DataFileReader12", True, "iterator", "()", "", "ReturnValue", "file", "ai-generated"]
       - ["org.apache.avro.file", "DataFileReader12", True, "next", "()", "", "ReturnValue", "file", "ai-generated"]
       - ["org.apache.avro.file", "DataFileReader12", True, "next", "(Object)", "", "ReturnValue", "file", "ai-generated"]
-      - ["org.apache.avro.file", "DataFileStream", True, "getMeta", "(String)", "", "ReturnValue", "file", "ai-generated"]
-      - ["org.apache.avro.file", "DataFileStream", True, "getMetaKeys", "()", "", "ReturnValue", "file", "ai-generated"]
-      - ["org.apache.avro.file", "DataFileStream", True, "getMetaString", "(String)", "", "ReturnValue", "file", "ai-generated"]
-      - ["org.apache.avro.file", "DataFileStream", True, "iterator", "()", "", "ReturnValue", "file", "ai-generated"]
       - ["org.apache.avro.file", "DataFileStream", True, "next", "()", "", "ReturnValue", "file", "ai-generated"]
       - ["org.apache.avro.file", "DataFileStream", True, "next", "(Object)", "", "ReturnValue", "file", "ai-generated"]
       - ["org.apache.avro.file", "DataFileStream", True, "nextBlock", "()", "", "ReturnValue", "file", "ai-generated"]
diff --git a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.generic.model.yml b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.generic.model.yml
new file mode 100644
index 00000000000..beb64b05ca0
--- /dev/null
+++ b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.generic.model.yml
@@ -0,0 +1,9 @@
+# THIS FILE IS AN AUTO-GENERATED MODELS AS DATA FILE. DO NOT EDIT.
+# Generated from https://github.com/apache/avro.git#892d6997dcb65627560b04bd76c5a3dd97666cdf by codeql-mads-via-llm
+extensions:
+  - addsTo:
+      pack: codeql/java-all
+      extensible: sinkModel
+    data:
+      - ["org.apache.avro.generic", "GenericDatumReader", True, "read", "(Object,Decoder)", "", "Argument[1]", "unsafe-deserialization", "ai-generated"]
+      - ["org.apache.avro.generic", "GenericDatumReader", True, "read", "(Object,Schema,ResolvingDecoder)", "", "Argument[2]", "unsafe-deserialization", "ai-generated"]
diff --git a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.io.model.yml b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.io.model.yml
index 7114a74d7ea..add8f428af6 100644
--- a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.io.model.yml
+++ b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.io.model.yml
@@ -1,5 +1,5 @@
 # THIS FILE IS AN AUTO-GENERATED MODELS AS DATA FILE. DO NOT EDIT.
-# Generated from https://github.com/apache/avro.git#64ac2975ec26c59a322d5d110c300741792424f4 by codeql-mads-via-llm
+# Generated from https://github.com/apache/avro.git#d3072c20b9e38a9c0ceb11009eadfb2a8e420583 by codeql-mads-via-llm
 extensions:
   - addsTo:
       pack: codeql/java-all
diff --git a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.message.model.yml b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.message.model.yml
index 3ee4552539e..e56685da8e6 100644
--- a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.message.model.yml
+++ b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.message.model.yml
@@ -1,11 +1,10 @@
 # THIS FILE IS AN AUTO-GENERATED MODELS AS DATA FILE. DO NOT EDIT.
-# Generated from https://github.com/apache/avro.git#64ac2975ec26c59a322d5d110c300741792424f4 by codeql-mads-via-llm
+# Generated from https://github.com/apache/avro.git#892d6997dcb65627560b04bd76c5a3dd97666cdf by codeql-mads-via-llm
 extensions:
   - addsTo:
       pack: codeql/java-all
       extensible: sinkModel
     data:
-      - ["org.apache.avro.message", "BinaryMessageDecoder", True, "decode", "(InputStream,Object)", "", "Argument[0]", "unsafe-deserialization", "ai-generated"]
       - ["org.apache.avro.message", "MessageDecoder", True, "decode", "(ByteBuffer)", "", "Argument[0]", "unsafe-deserialization", "ai-generated"]
       - ["org.apache.avro.message", "MessageDecoder", True, "decode", "(ByteBuffer,Object)", "", "Argument[0]", "unsafe-deserialization", "ai-generated"]
       - ["org.apache.avro.message", "MessageDecoder", True, "decode", "(InputStream)", "", "Argument[0]", "unsafe-deserialization", "ai-generated"]
diff --git a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.model.yml b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.model.yml
index 79bd8917eca..e3f51e2ece5 100644
--- a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.model.yml
+++ b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.model.yml
@@ -1,5 +1,5 @@
 # THIS FILE IS AN AUTO-GENERATED MODELS AS DATA FILE. DO NOT EDIT.
-# Generated from https://github.com/apache/avro.git#64ac2975ec26c59a322d5d110c300741792424f4 by codeql-mads-via-llm
+# Generated from https://github.com/apache/avro.git#892d6997dcb65627560b04bd76c5a3dd97666cdf by codeql-mads-via-llm
 extensions:
   - addsTo:
       pack: codeql/java-all
@@ -18,4 +18,9 @@ extensions:
       extensible: sourceModel
     data:
       - ["org.apache.avro", "Protocol", True, "parse", "(File)", "", "ReturnValue", "file", "ai-generated"]
-      - ["org.apache.avro", "Schema$Parser", True, "parse", "(File)", "", "ReturnValue", "file", "ai-generated"]
+      - ["org.apache.avro", "Schema", True, "parse", "(File)", "", "ReturnValue", "file", "ai-generated"]
+      - ["org.apache.avro", "SchemaParser", True, "parse", "(File)", "", "ReturnValue", "file", "ai-generated"]
+      - ["org.apache.avro", "SchemaParser", True, "parse", "(File,Charset)", "", "ReturnValue", "file", "ai-generated"]
+      - ["org.apache.avro", "SchemaParser", True, "parse", "(Path)", "", "ReturnValue", "file", "ai-generated"]
+      - ["org.apache.avro", "SchemaParser", True, "parse", "(Path,Charset)", "", "ReturnValue", "file", "ai-generated"]
+      - ["org.apache.avro", "SchemaParser", True, "parse", "(URI,Charset)", "", "ReturnValue", "remote", "ai-generated"]
diff --git a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.reflect.model.yml b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.reflect.model.yml
index b6f9d0ba426..3c2f6910ed4 100644
--- a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.reflect.model.yml
+++ b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.reflect.model.yml
@@ -1,10 +1,8 @@
 # THIS FILE IS AN AUTO-GENERATED MODELS AS DATA FILE. DO NOT EDIT.
-# Generated from https://github.com/apache/avro.git#64ac2975ec26c59a322d5d110c300741792424f4 by codeql-mads-via-llm
+# Generated from https://github.com/apache/avro.git#892d6997dcb65627560b04bd76c5a3dd97666cdf by codeql-mads-via-llm
 extensions:
   - addsTo:
       pack: codeql/java-all
       extensible: sinkModel
     data:
       - ["org.apache.avro.reflect", "ReflectDatumReader", True, "read", "(Object,Schema,ResolvingDecoder)", "", "Argument[2]", "unsafe-deserialization", "ai-generated"]
-      - ["org.apache.avro.reflect", "ReflectDatumReader", True, "readArray", "(Object,Schema,ResolvingDecoder)", "", "Argument[2]", "unsafe-deserialization", "ai-generated"]
-      - ["org.apache.avro.reflect", "ReflectDatumReader", True, "readField", "(Object,Schema$Field,Object,ResolvingDecoder,Object)", "", "Argument[3]", "unsafe-deserialization", "ai-generated"]
diff --git a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.specific.model.yml b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.specific.model.yml
index ffa6ae6cb0d..6ebf2ec338e 100644
--- a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.specific.model.yml
+++ b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.specific.model.yml
@@ -1,5 +1,5 @@
 # THIS FILE IS AN AUTO-GENERATED MODELS AS DATA FILE. DO NOT EDIT.
-# Generated from https://github.com/apache/avro.git#64ac2975ec26c59a322d5d110c300741792424f4 by codeql-mads-via-llm
+# Generated from https://github.com/apache/avro.git#892d6997dcb65627560b04bd76c5a3dd97666cdf by codeql-mads-via-llm
 extensions:
   - addsTo:
       pack: codeql/java-all
@@ -8,4 +8,5 @@ extensions:
       - ["org.apache.avro.specific", "SpecificDatumReader", True, "readField", "(Object,Schema$Field,Object,ResolvingDecoder,Object)", "", "Argument[3]", "unsafe-deserialization", "ai-generated"]
       - ["org.apache.avro.specific", "SpecificDatumReader", True, "readRecord", "(Object,Schema,ResolvingDecoder)", "", "Argument[2]", "unsafe-deserialization", "ai-generated"]
       - ["org.apache.avro.specific", "SpecificExceptionBase", True, "readExternal", "(ObjectInput)", "", "Argument[0]", "unsafe-deserialization", "ai-generated"]
+      - ["org.apache.avro.specific", "SpecificFixed", True, "readExternal", "(ObjectInput)", "", "Argument[0]", "unsafe-deserialization", "ai-generated"]
       - ["org.apache.avro.specific", "SpecificRecordBase", True, "readExternal", "(ObjectInput)", "", "Argument[0]", "unsafe-deserialization", "ai-generated"]
diff --git a/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.util.model.yml b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.util.model.yml
new file mode 100644
index 00000000000..060c2fe8e05
--- /dev/null
+++ b/java/ql/lib/ext/generated/llmgenerator/org.apache.avro.util.model.yml
@@ -0,0 +1,8 @@
+# THIS FILE IS AN AUTO-GENERATED MODELS AS DATA FILE. DO NOT EDIT.
+# Generated from https://github.com/apache/avro.git#d3072c20b9e38a9c0ceb11009eadfb2a8e420583 by codeql-mads-via-llm
+extensions:
+  - addsTo:
+      pack: codeql/java-all
+      extensible: sourceModel
+    data:
+      - ["org.apache.avro.util", "RandomData", True, "main", "(String[])", "", "Argument[0]", "commandargs", "ai-generated"]