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core[minor]: add BaseMessage.response_metadata (#18699)

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Bagatur 2024-03-08 09:35:56 -08:00 committed by GitHub
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6 changed files with 2921 additions and 12 deletions
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7
libs/core/langchain_core/messages/base.py
View File

@ -21,7 +21,12 @@ class BaseMessage(Serializable):
"""The string contents of the message."""
additional_kwargs: dict = Field(default_factory=dict)
"""Any additional information."""
"""Reserved for additional payload data associated with the message.
For example, for a message from an AI, this could include tool calls."""
response_metadata: dict = Field(default_factory=dict)
"""Response metadata. For example: response headers, logprobs, token counts."""
type: str

264
libs/core/tests/unit_tests/runnables/__snapshots__/test_fallbacks.ambr
View File

@ -220,6 +220,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -276,6 +280,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -332,6 +340,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -388,6 +400,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -439,6 +455,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -491,6 +511,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -686,6 +710,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -742,6 +770,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -798,6 +830,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -854,6 +890,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -905,6 +945,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -957,6 +1001,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -1260,6 +1308,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -1316,6 +1368,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -1372,6 +1428,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -1428,6 +1488,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -1479,6 +1543,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -1531,6 +1599,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -1726,6 +1798,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -1782,6 +1858,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -1838,6 +1918,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -1894,6 +1978,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -1945,6 +2033,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -1997,6 +2089,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -2721,6 +2817,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -2777,6 +2877,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -2833,6 +2937,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -2889,6 +2997,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -2940,6 +3052,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -2992,6 +3108,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -3209,6 +3329,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -3265,6 +3389,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -3321,6 +3449,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -3377,6 +3509,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -3428,6 +3564,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -3480,6 +3620,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -3699,6 +3843,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -3755,6 +3903,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -3811,6 +3963,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -3867,6 +4023,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -3918,6 +4078,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -3970,6 +4134,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -4199,6 +4367,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -4255,6 +4427,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -4311,6 +4487,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -4367,6 +4547,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -4418,6 +4602,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -4470,6 +4658,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -4687,6 +4879,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -4743,6 +4939,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -4799,6 +4999,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -4855,6 +5059,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -4906,6 +5114,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -4958,6 +5170,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -5174,6 +5390,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -5230,6 +5450,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -5286,6 +5510,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -5342,6 +5570,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -5393,6 +5625,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -5445,6 +5681,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -5664,6 +5904,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -5720,6 +5964,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -5776,6 +6024,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -5832,6 +6084,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -5883,6 +6139,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -5935,6 +6195,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",

2398
libs/core/tests/unit_tests/runnables/__snapshots__/test_runnable.ambr
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File diff suppressed because one or more lines are too long

24
libs/core/tests/unit_tests/runnables/test_graph.py
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@ -179,6 +179,10 @@ def test_graph_sequence_map(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "ai",
@ -219,6 +223,10 @@ def test_graph_sequence_map(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "human",
@ -259,6 +267,10 @@ def test_graph_sequence_map(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "chat",
@ -295,6 +307,10 @@ def test_graph_sequence_map(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "system",
@ -330,6 +346,10 @@ def test_graph_sequence_map(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "function",
@ -365,6 +385,10 @@ def test_graph_sequence_map(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "tool",

24
libs/core/tests/unit_tests/runnables/test_runnable.py
View File

@ -340,6 +340,10 @@ def test_schemas(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "ai",
@ -377,6 +381,10 @@ def test_schemas(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "human",
@ -414,6 +422,10 @@ def test_schemas(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "chat",
@ -447,6 +459,10 @@ def test_schemas(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "system",
@ -479,6 +495,10 @@ def test_schemas(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "function",
@ -511,6 +531,10 @@ def test_schemas(snapshot: SnapshotAssertion) -> None:
"title": "Additional Kwargs",
"type": "object",
},
"response_metadata": {
"title": "Response Metadata",
"type": "object",
},
"type": {
"title": "Type",
"default": "tool",

216
libs/langchain/tests/unit_tests/load/__snapshots__/test_dump.ambr
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@ -188,6 +188,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -244,6 +248,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -300,6 +308,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -356,6 +368,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -407,6 +423,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -459,6 +479,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -679,6 +703,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -735,6 +763,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -791,6 +823,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -847,6 +883,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -898,6 +938,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -950,6 +994,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -1223,6 +1271,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -1279,6 +1331,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -1335,6 +1391,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -1391,6 +1451,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -1442,6 +1506,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -1494,6 +1562,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -1636,6 +1708,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -1692,6 +1768,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -1748,6 +1828,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -1804,6 +1888,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -1855,6 +1943,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -1907,6 +1999,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -2086,6 +2182,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -2142,6 +2242,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -2198,6 +2302,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -2254,6 +2362,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -2305,6 +2417,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -2357,6 +2473,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -2544,6 +2664,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -2600,6 +2724,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -2656,6 +2784,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -2712,6 +2844,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -2763,6 +2899,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -2815,6 +2955,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -3088,6 +3232,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -3144,6 +3292,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -3200,6 +3352,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -3256,6 +3412,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -3307,6 +3467,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -3359,6 +3523,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -3579,6 +3747,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -3635,6 +3807,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -3691,6 +3867,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -3747,6 +3927,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -3798,6 +3982,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -3850,6 +4038,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",
@ -4113,6 +4305,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "ai",
@ -4169,6 +4365,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "human",
@ -4225,6 +4425,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "chat",
@ -4281,6 +4485,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "system",
@ -4332,6 +4540,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "function",
@ -4384,6 +4596,10 @@
"title": "Additional Kwargs",
"type": "object"
},
"response_metadata": {
"title": "Response Metadata",
"type": "object"
},
"type": {
"title": "Type",
"default": "tool",