feat: add support for agent context history #560

jpvajda · 2025-07-24T20:58:13Z

PR Summary: Function Call Context / History Feature

TL;DR

Successfully implemented the Function Call Context / History feature for the Deepgram Python SDK, enabling agents to maintain conversation context and function call history across sessions. The implementation is fully API specification compliant and includes comprehensive testing.

What Changed

New Classes Added:

Flags: Configuration flags with history boolean (defaults to true)
Context: Container for conversation history messages
HistoryConversationMessage: Conversation text messages in history format
HistoryFunctionCallsMessage: Function call messages in history format
FunctionCallHistory: Individual function call records with id, name, arguments, response, and client_side flag

Enhanced Existing Classes:

Agent: Added optional context field for conversation history
SettingsOptions: Added optional flags field for feature flags

Pylint Config

Added # pylint: disable=too-many-instance-attributes to the Agent class definition
This allows the class to have the 8 attributes required by the API specification

Key Features:

✅ Full API specification compliance
✅ Backward compatibility maintained
✅ Union type handling for mixed message types
✅ Proper serialization/deserialization
✅ Comprehensive error handling
✅ Developer-friendly construction patterns

Testing

Unit Tests (41 new tests):

TestFlags: 6 tests for flags functionality
TestHistoryConversationMessage: 5 tests for conversation messages
TestFunctionCallHistory: 4 tests for function call records
TestHistoryFunctionCallsMessage: 6 tests for function call messages
TestContext: 6 tests for context container
TestAgentIntegration: 3 tests for agent integration
TestSettingsOptionsIntegration: 5 tests for settings integration
TestErrorHandling: 6 tests for edge cases

Demo Application:

Comprehensive schema testing focused on implementation validation
Real-world usage patterns demonstration
Edge case testing
API specification compliance validation

Regression Testing:

All 193 existing tests pass (152 original + 41 new)
No regressions introduced

API Specification Compliance

Flags Structure:

{
  "flags": {
    "history": true
  }
}

Agent Context Structure:

{
  "agent": {
    "context": {
      "messages": [
        {
          "type": "History",
          "role": "user", 
          "content": "What's the weather?"
        },
        {
          "type": "History",
          "function_calls": [
            {
              "id": "fc_12345",
              "name": "get_weather",
              "client_side": true,
              "arguments": "{\"location\": \"NYC\"}",
              "response": "Sunny, 72°F"
            }
          ]
        }
      ]
    }
  }
}

Usage Example

from deepgram.clients.agent import (
    SettingsOptions, Agent, Flags, Context,
    HistoryConversationMessage, HistoryFunctionCallsMessage, 
    FunctionCallHistory
)

# Create conversation history
conversation_msg = HistoryConversationMessage(
    role="user",
    content="What's my account balance?"
)

# Create function call history
function_call = FunctionCallHistory(
    id="fc_balance_123",
    name="get_account_balance", 
    client_side=True,
    arguments='{"account_id": "12345"}',
    response="Current balance: $1,250.50"
)
func_msg = HistoryFunctionCallsMessage(function_calls=[function_call])

# Create context and settings
context = Context(messages=[conversation_msg, func_msg])
settings = SettingsOptions(
    flags=Flags(history=True),
    agent=Agent(
        language="en",
        context=context
    )
)

# Use in agent websocket connection
connection = client.agent.websocket.v("1")
connection.start(settings)

Files Modified

Core Implementation:

deepgram/clients/agent/v1/websocket/options.py - Added new classes and enhanced existing ones

Export Updates:

deepgram/clients/agent/v1/websocket/__init__.py
deepgram/clients/agent/v1/__init__.py
deepgram/clients/agent/client.py
deepgram/clients/agent/__init__.py

Testing:

tests/unit_test/test_unit_agent_history_context.py - Comprehensive test suite

Demo (temporary):

temp-test/demo_history_context.py - Schema validation demo (cleaned up)

Quality Assurance

Code Quality:

✅ Follows existing SDK patterns and conventions
✅ Proper docstrings and type hints
✅ Consistent error handling
✅ No linter errors or warnings

Architecture:

✅ Maintains backward compatibility
✅ Uses standard dataclasses-json patterns
✅ Proper Union type handling with __post_init__ discrimination
✅ Clean separation of concerns

Testing Coverage:

✅ 41 comprehensive unit tests added
✅ All edge cases covered
✅ Schema validation included
✅ Integration tests with existing functionality
✅ No regressions (193/193 tests passing)

Documentation:

✅ Comprehensive usage examples
✅ Clear API specification mapping
✅ Realistic developer usage patterns
✅ Edge case documentation

🚀 Ready for Production: The Function Call Context / History feature is fully implemented, tested, and ready for release!

Types of changes

What types of changes does your code introduce to the community Python SDK?
Put an x in the boxes that apply

Bugfix (non-breaking change which fixes an issue)
New feature (non-breaking change which adds functionality)
Breaking change (fix or feature that would cause existing functionality to not work as expected)
Documentation update or tests (if none of the other choices apply)

Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your code.

I have read the CONTRIBUTING doc
I have lint'ed all of my code using repo standards
I have added tests that prove my fix is effective or that my feature works
I have added necessary documentation (if appropriate)

Further comments

Summary by CodeRabbit

New Features
- Agent history context: conversation and function-call history message types, a new History event, WebSocket handling to parse/emit history, and top-level SDK exports for these types.
Bug Fixes
- Improved safe serialization/deserialization and normalization for nested context and function-call history payloads.
Tests
- Comprehensive unit/integration tests covering history/context, edge cases, and round-trip serialization.
Examples
- Runnable demo demonstrating history-driven context with live function-calling.
Chores
- Updated test fixtures (timestamps, IDs, model metadata).

To see the specific tasks where the Asana app for GitHub is being used, see below:
- https://app.asana.com/0/0/1210754298819053

coderabbitai · 2025-07-24T20:58:20Z

Walkthrough

Adds history/context dataclasses and Flags, integrates them into agent websocket options and clients to parse/emit History events, expands public exports/aliases, introduces comprehensive unit tests and an example, and updates multiple test fixtures and response fixtures.

Changes

Cohort / File(s)	Change Summary
Websocket options & models `deepgram/clients/agent/v1/websocket/options.py`	Added dataclasses: `Flags`, `HistoryConversationMessage`, `FunctionCallHistory`, `HistoryFunctionCallsMessage`, `Context`. Added `context` to `Agent` and `flags` to `SettingsOptions`. Added post_init normalization for nested dicts.
Websocket client handling `deepgram/clients/agent/v1/websocket/async_client.py`, `deepgram/clients/agent/v1/websocket/client.py`	Added handling for `AgentWebSocketEvents.History`: detect payload shape (conversation vs function-call history), parse via `.from_json` into the new dataclasses, log and emit History event, fallback to raw payload if unknown.
Enums `deepgram/clients/agent/enums.py`	Added `History = "History"` member to `AgentWebSocketEvents`.
Package exports / aliases `deepgram/clients/agent/__init__.py`, `deepgram/clients/agent/client.py`, `deepgram/clients/agent/v1/__init__.py`, `deepgram/clients/agent/v1/websocket/__init__.py`, `deepgram/__init__.py`, `deepgram/client.py`, `deepgram/clients/__init__.py`	Re-exported/aliased new types (`Flags`, `Context`, `HistoryConversationMessage`, `HistoryFunctionCallsMessage`, `FunctionCallHistory`) at client and package levels.
Agent websocket options init/exports `deepgram/clients/agent/v1/websocket/__init__.py`	Exported `Flags`, `Context`, `HistoryConversationMessage`, `HistoryFunctionCallsMessage`, `FunctionCallHistory` from `.options`.
Tests (new) `tests/unit_test/test_unit_agent_history_context.py`	New comprehensive unit/integration tests for Flags, HistoryConversationMessage, FunctionCallHistory, HistoryFunctionCallsMessage, Context, Agent (integration), and SettingsOptions (integration), covering defaults, serialization/deserialization, post-init conversions, edge cases, and round-trips.
Examples (new) `examples/agent/context-history/main.py`	New example demonstrating Context/history usage and function-calling (`get_weather`) with handlers for History and FunctionCallRequest flows.
Top-level client exports `deepgram/__init__.py`, `deepgram/client.py`	Re-exported new symbols at top-level: `Flags`, `Context`, `HistoryConversationMessage`, `HistoryFunctionCallsMessage`, `FunctionCallHistory`.
Test fixtures (updated) `tests/response_data/agent/websocket/`, `tests/response_data/listen/`, `tests/response_data/read/`, `tests/response_data/speak/`, `tests/response_data/listen/websocket/*`	Multiple test fixtures rebased/updated: event timestamps, request_ids, some event payload shapes (History → EndOfThought/AgentStartedSpeaking/ConversationText adjustments), function call IDs updated, and model/metadata changes in listen/read/speak fixtures. Changes are data-only.
Function-call ids fixture `tests/response_data/agent/websocket/function_call_conversation-...-function_calls.json`	Updated function call IDs in fixture entries (IDs changed, other fields unchanged).

Sequence Diagram(s)

sequenceDiagram
    participant Server
    participant AgentWSClient
    participant Parser
    participant App

    Server->>AgentWSClient: send text (event: History, payload)
    AgentWSClient->>Parser: inspect payload
    alt payload has role & content
        Parser->>Parser: parse -> HistoryConversationMessage
    else payload has function_calls
        Parser->>Parser: parse -> HistoryFunctionCallsMessage (contains FunctionCallHistory items)
    else
        Parser->>Parser: keep raw payload
    end
    Parser-->>AgentWSClient: parsed history_result
    AgentWSClient->>App: emit AgentWebSocketEvents.History(history=history_result, **kwargs)

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~40 minutes

Possibly related PRs

chore: agent daily test #554 — Related to History handling and websocket parsing/emission changes; overlaps on AgentWebSocketEvents and History processing.
feat: support for agent v1 #520 — Modifies agent-v1 websocket API surface and exports; overlaps with added Context/Flags exports and aliases.
Feat/keyterms+nova 3 #502 — Changes to agent websocket options/dataclasses; overlaps on Context/SettingsOptions serialization and defaults.

Suggested reviewers

naomi-lgbt
lukeocodes

Warning

There were issues while running some tools. Please review the errors and either fix the tool's configuration or disable the tool if it's a critical failure.

🔧 Pylint (3.3.7)

deepgram/clients/agent/v1/websocket/options.py

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coderabbitai

Actionable comments posted: 0

🧹 Nitpick comments (2)

tests/unit_test/test_unit_agent_history_context.py (1)
133-198: Consider adding round-trip test for consistency

Other test classes include round-trip serialization tests. Consider adding one for FunctionCallHistory to maintain consistency and ensure complete coverage.

Add this test method to the TestFunctionCallHistory class:
def test_function_call_history_round_trip(self):
    """Test serialization and deserialization round-trip"""
    original = FunctionCallHistory(
        id="fc_roundtrip",
        name="test_function",
        client_side=True,
        arguments='{"test": "value"}',
        response="Test response"
    )
    
    serialized = original.to_dict()
    restored = FunctionCallHistory.from_dict(serialized)
    
    assert restored.id == original.id
    assert restored.name == original.name
    assert restored.client_side == original.client_side
    assert restored.arguments == original.arguments
    assert restored.response == original.response
deepgram/clients/agent/v1/websocket/options.py (1)
323-324: Address pylint violation for too many instance attributes.

The pipeline failure indicates that the Agent class now has 8 instance attributes, exceeding pylint's default limit of 7. Since the additional context field is legitimately needed for the Function Call Context/History feature, consider disabling this specific pylint rule for the class.

Add a pylint disable comment above the class definition:
+# pylint: disable=too-many-instance-attributes
 @dataclass
 class Agent(BaseResponse):

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between d605248 and 5e0a9d2.

📒 Files selected for processing (6)

deepgram/clients/agent/__init__.py (2 hunks)
deepgram/clients/agent/client.py (4 hunks)
deepgram/clients/agent/v1/__init__.py (2 hunks)
deepgram/clients/agent/v1/websocket/__init__.py (2 hunks)
deepgram/clients/agent/v1/websocket/options.py (4 hunks)
tests/unit_test/test_unit_agent_history_context.py (1 hunks)

🧰 Additional context used

🧠 Learnings (6)

📓 Common learnings

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#424
File: deepgram/clients/speak/v1/response.py:48-209
Timestamp: 2024-06-27T00:06:23.128Z
Learning: User dvonthenen prefers to defer certain suggestions, specifically regarding error handling and documentation enhancements in new data classes of `deepgram/clients/speak/v1/response.py`, and may revisit them later.

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#424
File: deepgram/clients/speak/v1/response.py:48-209
Timestamp: 2024-10-09T02:19:48.728Z
Learning: User dvonthenen prefers to defer certain suggestions, specifically regarding error handling and documentation enhancements in new data classes of `deepgram/clients/speak/v1/response.py`, and may revisit them later.

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#426
File: deepgram/clients/listen/v1/__init__.py:36-43
Timestamp: 2024-07-01T19:17:04.194Z
Learning: Unused imports in `deepgram/clients/listen/v1/__init__.py` are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#426
File: deepgram/clients/listen/v1/__init__.py:36-43
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in `deepgram/clients/listen/v1/__init__.py` are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#426
File: deepgram/clients/listen/__init__.py:37-38
Timestamp: 2024-07-01T19:13:29.909Z
Learning: Unused imports in `deepgram/clients/listen/__init__.py` are retained to maintain backward compatibility.

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#426
File: deepgram/clients/listen/__init__.py:37-38
Timestamp: 2024-10-09T02:19:46.087Z
Learning: Unused imports in `deepgram/clients/listen/__init__.py` are retained to maintain backward compatibility.

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#426
File: deepgram/clients/listen/__init__.py:54-55
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in `deepgram/clients/listen/__init__.py` are retained to maintain backward compatibility.

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#426
File: deepgram/clients/listen/__init__.py:54-55
Timestamp: 2024-07-01T19:13:11.612Z
Learning: Unused imports in `deepgram/clients/listen/__init__.py` are retained to maintain backward compatibility.

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#424
File: deepgram/client.py:81-81
Timestamp: 2024-06-27T00:06:01.811Z
Learning: Imports for SpeakStreamClient and AsyncSpeakStreamClient in `deepgram/client.py` are necessary for export purposes and should not be flagged as unused in reviews.

Learnt from: dvonthenen
PR: deepgram/deepgram-python-sdk#424
File: deepgram/client.py:81-81
Timestamp: 2024-10-09T02:19:46.087Z
Learning: Imports for SpeakStreamClient and AsyncSpeakStreamClient in `deepgram/client.py` are necessary for export purposes and should not be flagged as unused in reviews.

deepgram/clients/agent/v1/__init__.py (10)

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/websocket/init.py:8-8
Timestamp: 2024-07-01T19:21:39.778Z
Learning: Unused imports in deepgram/clients/listen/v1/websocket/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/websocket/init.py:8-8
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/v1/websocket/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/init.py:36-43
Timestamp: 2024-07-01T19:17:04.194Z
Learning: Unused imports in deepgram/clients/listen/v1/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/init.py:36-43
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/v1/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:42-50
Timestamp: 2024-07-01T19:13:28.504Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:19-24
Timestamp: 2024-10-09T02:19:46.087Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:42-50
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:19-24
Timestamp: 2024-07-01T19:14:20.539Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:10-13
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained for backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:10-13
Timestamp: 2024-07-01T19:14:11.334Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained for backward compatibility and should not be flagged for removal in reviews.

deepgram/clients/agent/v1/websocket/__init__.py (10)

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/websocket/init.py:8-8
Timestamp: 2024-07-01T19:21:39.778Z
Learning: Unused imports in deepgram/clients/listen/v1/websocket/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/websocket/init.py:8-8
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/v1/websocket/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #431
File: deepgram/clients/listen/v1/websocket/client.py:30-30
Timestamp: 2024-07-11T14:10:17.231Z
Learning: The LiveOptions import in deepgram/clients/listen/v1/websocket/client.py is intentionally present for future use and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #431
File: deepgram/clients/listen/v1/websocket/client.py:30-30
Timestamp: 2024-10-09T02:19:46.087Z
Learning: The LiveOptions import in deepgram/clients/listen/v1/websocket/client.py is intentionally present for future use and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/init.py:36-43
Timestamp: 2024-07-01T19:17:04.194Z
Learning: Unused imports in deepgram/clients/listen/v1/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/init.py:36-43
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/v1/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:42-50
Timestamp: 2024-07-01T19:13:28.504Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:42-50
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:19-24
Timestamp: 2024-10-09T02:19:46.087Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:19-24
Timestamp: 2024-07-01T19:14:20.539Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

deepgram/clients/agent/client.py (10)

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/init.py:36-43
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/v1/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/v1/init.py:36-43
Timestamp: 2024-07-01T19:17:04.194Z
Learning: Unused imports in deepgram/clients/listen/v1/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/speak/init.py:16-19
Timestamp: 2024-10-09T02:19:46.087Z
Learning: Unused imports in deepgram/clients/speak/__init__.py are retained for backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/speak/init.py:16-19
Timestamp: 2024-07-01T19:12:57.715Z
Learning: Unused imports in deepgram/clients/speak/__init__.py are retained for backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:42-50
Timestamp: 2024-07-01T19:13:28.504Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:42-50
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:19-24
Timestamp: 2024-10-09T02:19:46.087Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:19-24
Timestamp: 2024-07-01T19:14:20.539Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained to maintain backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:10-13
Timestamp: 2024-10-09T02:19:46.086Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained for backward compatibility and should not be flagged for removal in reviews.

Learnt from: dvonthenen
PR: #426
File: deepgram/clients/listen/init.py:10-13
Timestamp: 2024-07-01T19:14:11.334Z
Learning: Unused imports in deepgram/clients/listen/__init__.py are retained for backward compatibility and should not be flagged for removal in reviews.

deepgram/clients/agent/__init__.py (10)