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4 changes: 4 additions & 0 deletions python/CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

## [Unreleased]

### Fixed

- **agent-framework-redis**: Fix `RedisContextProvider` compatibility with redisvl 0.14.0 by using `AggregateHybridQuery` ([#3954](https://github.com/microsoft/agent-framework/pull/3954))

## [1.0.0rc3] - 2026-03-04

### Added
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Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@
IntegrationInvalidRequestException,
)
from redisvl.index import AsyncSearchIndex
from redisvl.query import HybridQuery, TextQuery
from redisvl.query import AggregateHybridQuery, TextQuery
from redisvl.query.filter import FilterExpression, Tag
from redisvl.utils.token_escaper import TokenEscaper
from redisvl.utils.vectorize import BaseVectorizer
Expand Down Expand Up @@ -341,7 +341,7 @@ async def _redis_search(
filter_expression: Any | None = None,
return_fields: list[str] | None = None,
num_results: int = 10,
linear_alpha: float = 0.7,
alpha: float = 0.7,
) -> list[dict[str, Any]]:
"""Runs a text or hybrid vector-text search with optional filters."""
await self._ensure_index()
Expand Down Expand Up @@ -371,14 +371,14 @@ async def _redis_search(
try:
if self.redis_vectorizer and self.vector_field_name:
vector = await self.redis_vectorizer.aembed(q) # pyright: ignore[reportUnknownMemberType]
query = HybridQuery(
query = AggregateHybridQuery(
text=q,
text_field_name="content",
vector=vector,
vector_field_name=self.vector_field_name,
text_scorer=text_scorer,
filter_expression=combined_filter,
linear_alpha=linear_alpha,
alpha=alpha,
dtype=self.redis_vectorizer.dtype, # pyright: ignore[reportUnknownMemberType]
num_results=num_results,
return_fields=return_fields,
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38 changes: 38 additions & 0 deletions python/packages/redis/tests/test_providers.py
Original file line number Diff line number Diff line change
Expand Up @@ -271,6 +271,44 @@ async def test_aenter_returns_self(self, patch_index_from_dict: MagicMock): # n
assert p is provider


class TestRedisContextProviderHybridQuery:
"""Test for AggregateHybridQuery parameter compatibility with redisvl 0.14.0."""

async def test_aggregate_hybrid_query_uses_alpha(
self,
mock_index: AsyncMock,
patch_index_from_dict: MagicMock, # noqa: ARG002 - fixture modifies behavior via side effects
):
"""Ensure AggregateHybridQuery is called with alpha parameter."""
from redisvl.utils.vectorize import BaseVectorizer

# Create a mock vectorizer that inherits from BaseVectorizer
mock_vectorizer = MagicMock(spec=BaseVectorizer)
mock_vectorizer.dims = 128
mock_vectorizer.dtype = "float32"
mock_vectorizer.aembed = AsyncMock(return_value=[0.1] * 128)

mock_index.query = AsyncMock(return_value=[{"content": "test result"}])

provider = RedisContextProvider(
source_id="ctx",
user_id="u1",
redis_vectorizer=mock_vectorizer,
vector_field_name="embedding",
)

# Call _redis_search with custom alpha
with patch("agent_framework_redis._context_provider.AggregateHybridQuery") as mock_hybrid_query:
mock_hybrid_query.return_value = MagicMock()
await provider._redis_search(text="test query", alpha=0.5)

# Verify AggregateHybridQuery was called with alpha parameter
mock_hybrid_query.assert_called_once()
call_kwargs = mock_hybrid_query.call_args.kwargs
assert "alpha" in call_kwargs
assert call_kwargs["alpha"] == 0.5


# ===========================================================================
# RedisHistoryProvider tests
# ===========================================================================
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