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@AdnanSattar AdnanSattar commented Oct 30, 2025

PR for Robust Docker, Dev Onboarding & Collaboration

Dear Hostinger Kodee team,

I’m submitting this PR after hands-on use as both a developer and a real Hostinger customer. My aim is to make your amazing open-source Kodee demo accessible and future-proof so, more contributors (and your own team) can confidently extend it!

Value Added in This PR

  • Zero-pain onboarding for new devs:
    Anyone can go from clone → local Docker stack → running code (and DB migrations) in minutes, even if brand new to the project.
  • Reliable migrations for fast iteration:
    Alembic and DB initializations run smooth, reproducible, and universal no more “localhost vs Docker” or missing migration steps.
  • Modern Makefile and README:
    All commands, quickstart, and .env details are reviewed for clarity and next-level developer experience.
  • Absolute-import Python style:
    Internal import hygiene so the entire codebase works across workstations, CI, and production.
  • Up-to-date dependencies:
    Locked and documented no more “works yesterday, fails today” surprises.

Key Improvements

  • Docker Compose-native flow with clear .env example
  • Makefile: Removed local venv targets, added setup, migrate, and comments
  • Alembic and psycopg2-binary pinned for guaranteed DB migrations
  • README.md: Friendly quickstart and troubleshooting for all devs
  • Full import refactor to app.xxx to future-proof all workflows

Why This Matters to You

  • Accelerates your internal teams and outside contributors alike
  • Makes the demo project a stronger showcase for Hostinger AI & LLM credibility
  • Reduces support/time-to-feedback for community devs and open source fans
  • Establishes Kodee as a modern, well-maintained, and extensible back-end for AI chatbot demo

🤝 Collaboration Offer

  • I bring a user’s eye and real-world start-to-finish perspective from using Kodee (and facing real conversational context challenges!) to open-sourcing.
  • I’d love to continue testing, contribute further, or join roadmap discussions on multi turn context, hand-off, and user experience improvements.

Let’s build the best developer and user-facing AI tooling together!

Feel free to connect on LinkedIn or through GitHub for rapid collaboration.

Thanks for considering this addition, excited to see Kodee evolve!
Adnan Sattar

View my fork

Summary by CodeRabbit

  • New Features

    • Sample environment now includes sensible defaults (including APP_ENV) and a sample OPENAI_API_KEY with startup presence checks
  • Improvements

    • Streamlined local Docker Compose workflow (detached up), added migrate/down targets, and updated PostgreSQL image with migrations mount
    • Enhanced chat routing, logging, and Redis-backed tool/result handling for more reliable behavior
  • Documentation

    • Added Docker Compose Quickstart and updated environment examples in README

@AdnanSattar AdnanSattar requested a review from a team as a code owner October 30, 2025 08:48
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coderabbitai bot commented Oct 30, 2025

📝 Walkthrough

Walkthrough

Refactors imports to absolute app.* namespaces across the codebase, updates container/migration tooling and docs, adjusts .env defaults, adds module-level loggers and OpenAI client constants/exceptions, introduces Redis pushes for aggregated tool-call metadata, and pins Postgres image and migrations mount. Core business logic largely preserved.

Changes

Cohort / File(s) Summary
Configuration & Build
\.env.example, docker-compose.yml, Dockerfile, Makefile, requirements.txt
.env.example values updated to concrete defaults (added APP_ENV, OPENAI_API_KEY sample, numeric ports), docker-compose.yml pins postgres:16, switches DB volume to named postgres_data and mounts ./migrations, Dockerfile WORKDIR/uvicorn path adjusted, Makefile targets reworked (added migrate, down, changed setup and up), and requirements.txt adds httpx, alembic, psycopg2-binary.
Documentation
README.md
Adds "Quickstart: Docker Compose" with clone, .env setup, docker compose up --build -d, migration instructions, and environment variables example (including OPENAI_API_KEY).
API Endpoints & OpenAI client
app/api/endpoints/chat.py, app/api/endpoints/conversation_history.py, app/api/external/gpt_clients/...
Replaced relative imports with absolute app.*; openai_client.py adds TIMEOUT_SECONDS, DEFAULT_MAX_TOKENS, module-level openai_client and logger, a MissingAPIKeyError raised when API key missing at import, enhanced logging and cost-calculation formatting, and removed explicit timeout args from some OpenAI calls.
Handlers & Domain functions
app/handlers/*, app/handlers/domains/functions/*, app/handlers/out_of_scope/*
Import path migration to app.*, signature/formatting reflows, added aggregation of tool-call metadata and pushes of tool-call info and function results to Redis, improved error logging and Redis-aware fallbacks in some handlers; some functions adopt optional typing and return messages for missing inputs.
Router & Handoff / Labeling
app/router/*
Imports migrated to app.*. ChatbotRouter adds chatbot_label_mapping and extra logging; MAXIMUM_OUT_OF_SCOPE_ATTEMPTS removed; support_handoff_decider tightens JSON decoding, normalizes boolean extraction and adds validation/logging.
Services & Business Logic
app/services/*
Absolute import refactor, added entry logging (e.g., chat_service), multiline formatting changes; core service flows and return shapes unchanged.
Database & Migrations
app/database/*, migrations/env.py
Imports moved to app.*; added constants COMMAND_MAX_EXECUTION_TIMEOUT, ACQUIRE_A_CONNECTION_MAX_TIMEOUT, module-level logger; migrations/env.py loads dotenv earlier and uses os.getenv("DB_HOST","db") for host default; DB volume and image pinned in compose.
Redis Services & Formatter
app/redis_services/*
Absolute imports to app.*; redis_client.py adds module-level logger and improved error logging; redis message formatter import ordering adjusted.
Helpers, Middleware & Utilities
app/helpers/*, app/main.py, app/middleware/*, app/utils/get_handler_functions.py
Broad import path migration to app.*, formatting reflows, added safe sys.path cleanup in get_handler_functions, ensured RedisClient lifecycle closure in app/main.py, and improved traceback/log formatting.
Models & Validation
app/models/*
Fixed import paths to app.*, removed duplicate imports, minor formatting; model shapes and validation unchanged.
Bulk / Misc
many app/* files
Predominantly absolute import refactors, multiline formatting, added/standardized module-level loggers, and logging payload enhancements without significant algorithmic changes.

Sequence Diagram(s)

sequenceDiagram
    participant Client
    participant Router as ChatbotRouter
    participant Handler as Domain/OOS Handler
    participant OpenAI as OpenAI Client
    participant Redis as Redis Service
    participant DB as Database

    Client->>Router: route(message)
    Note over Router: decide handoff / generate label
    alt Seeking human assistance
        Router-->>Client: HandlerResponse (SUPPORT_HANDOFF + label)
    else Normal processing
        Router->>Handler: handle(message)
        Handler->>OpenAI: get_response / get_response_with_tools(...)
        OpenAI-->>Handler: ChatCompletion
        rect rgb(230,245,230)
            Note over Handler,Redis: aggregate & push tool-call info and results (new)
            Handler->>Redis: push tool_calls info
            Handler->>Redis: push function_results
        end
        Handler->>DB: log events
        Handler-->>Router: HandlerResponse
        Router->>Router: map chatbot_label (chatbot_label_mapping)
        Router-->>Client: Final HandlerResponse (with chatbot_label)
    end
Loading

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~25 minutes

  • Areas needing extra attention:
    • app/api/external/gpt_clients/openai/openai_client.py — module-level client/logger initialization and MissingAPIKeyError raised at import time.
    • app/router/support_handoff_decider.py — decoding/normalization of GPT output into boolean handoff decisions.
    • app/router/chatbot_router.py — new chatbot_label_mapping and removal of MAXIMUM_OUT_OF_SCOPE_ATTEMPTS.
    • Handlers that push aggregated tool-call metadata to Redis (app/handlers/*, out_of_scope) — verify consumers accept the new payload shape and nested content structure.
    • migrations/env.py, Makefile migrate and docker-compose mounts — validate migration workflow and DB_HOST/env interactions in CI/local environments.
    • Widespread absolute import changes — ensure packaging/runtime layout supports app.* imports (entrypoints, PYTHONPATH).

Pre-merge checks and finishing touches

❌ Failed checks (1 warning)
Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 3.03% which is insufficient. The required threshold is 80.00%. You can run @coderabbitai generate docstrings to improve docstring coverage.
✅ Passed checks (2 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title Check ✅ Passed The PR title "[Fix] Docker Compose, Alembic Migrations, Absolute Imports, and Dev Onboarding for Kodee-demo" is directly related to the changeset content. The changes include updates to Docker Compose configuration (docker-compose.yml, Dockerfile), Alembic migrations (migrations/env.py and requirements.txt), refactoring of Python imports to absolute app.* style across multiple files, and documentation improvements for developer onboarding (README.md, .env.example, Makefile). The title accurately reflects all major components of this comprehensive refactoring. However, the title reads as a list of equal-weight items rather than emphasizing a single primary change or theme, and the "[Fix]" prefix may be slightly misleading since this appears to be a feature/improvement rather than a bug fix.
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Actionable comments posted: 2

🧹 Nitpick comments (7)
app/handlers/domains/functions/domain_change_dns_records.py (1)

21-23: Make the Optional type explicit for PEP 484 compliance.

The parameter domain_name: str = None uses an implicit Optional, which PEP 484 prohibits. Make the type explicit for better clarity and standards compliance.

Apply this diff to fix the type annotation:

 async def domain_change_dns_records(
-    data: DefaultGPTFunctionParams, domain_name: str = None
+    data: DefaultGPTFunctionParams, domain_name: str | None = None
 ) -> GPTFunctionOutput:

Alternatively, if maintaining Python 3.9 compatibility:

+from typing import Optional
+
 async def domain_change_dns_records(
-    data: DefaultGPTFunctionParams, domain_name: str = None
+    data: DefaultGPTFunctionParams, domain_name: Optional[str] = None
 ) -> GPTFunctionOutput:
app/handlers/out_of_scope/functions/oos_get_knowledge.py (1)

21-23: Make the Optional type explicit for PEP 484 compliance.

The parameter question: str = None uses an implicit Optional, which PEP 484 prohibits. Make the type explicit for better clarity and standards compliance.

Apply this diff to fix the type annotation:

 async def oos_get_knowledge(
-    _: DefaultGPTFunctionParams, question: str = None
+    _: DefaultGPTFunctionParams, question: str | None = None
 ) -> GPTFunctionOutput:

Alternatively, if maintaining Python 3.9 compatibility:

+from typing import Optional
+
 async def oos_get_knowledge(
-    _: DefaultGPTFunctionParams, question: str = None
+    _: DefaultGPTFunctionParams, question: Optional[str] = None
 ) -> GPTFunctionOutput:
app/helpers/gpt_helper.py (1)

68-76: Prefer TypeError for type validation errors.

When raising exceptions for invalid types, TypeError is more semantically appropriate than ValueError. This makes the error handling clearer for callers.

Apply this diff:

     else:
-        raise ValueError(
+        raise TypeError(
             "GPT Temperature must be a GPTTemperature enum member or a float."
         )
app/handlers/domains/functions/domain_transfer_in.py (1)

22-23: Make domain_name explicitly optional.

Setting the default to None while annotating the parameter as str violates PEP 484 and triggers Ruff RUF013. Update the hint to str | None (or Optional[str]) so static type checkers and tooling stay happy.

-    _data: DefaultGPTFunctionParams, domain_name: str = None
+    _data: DefaultGPTFunctionParams, domain_name: str | None = None
README.md (1)

71-79: Add language identifier to fenced code block.

The environment variables code block should specify a language (e.g., bash, shell, or dotenv) for proper syntax highlighting and improved readability.

Apply this diff:

-```
+```bash
 DB_HOST=db               # Docker Compose Postgres service name
 DB_USERNAME=postgres
app/router/support_handoff_decider.py (1)

67-69: Consider using None as the default value.

Using {} (empty dict) as a default sentinel value is unconventional and may confuse readers. While the subsequent boolean validation at Line 77 will catch this case, using None as the default would make the intent clearer.

Apply this diff:

-    decoded_handoff_boolean = decoded_handoff_boolean.get(
-        "is_seeking_human_assistance", {}
-    )
+    decoded_handoff_boolean = decoded_handoff_boolean.get(
+        "is_seeking_human_assistance"
+    )

The isinstance check at Line 77 will still properly validate that the value is a boolean.

Makefile (1)

1-17: LGTM: Simplified Docker-native workflow.

The refactored Makefile successfully streamlines the development workflow by removing local virtualenv targets and focusing on Docker Compose operations.

Consider adding .PHONY declarations to prevent conflicts with files of the same name:

+.PHONY: up migrate setup
+
 # Makefile for Docker-native development workflow
 # Use these commands for all regular development tasks
📜 Review details

Configuration used: CodeRabbit UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 79a381d and 143fcbd.

📒 Files selected for processing (41)
  • .env.example (1 hunks)
  • Dockerfile (1 hunks)
  • Makefile (1 hunks)
  • README.md (1 hunks)
  • app/api/endpoints/chat.py (1 hunks)
  • app/api/endpoints/conversation_history.py (1 hunks)
  • app/api/external/gpt_clients/cost_calculation_helpers.py (1 hunks)
  • app/api/external/gpt_clients/openai/openai_client.py (6 hunks)
  • app/database/database_calls.py (7 hunks)
  • app/database/helpers.py (1 hunks)
  • app/handlers/base_handler.py (6 hunks)
  • app/handlers/domains/domain_handler.py (6 hunks)
  • app/handlers/domains/functions/domain_change_dns_records.py (2 hunks)
  • app/handlers/domains/functions/domain_sell_domain.py (1 hunks)
  • app/handlers/domains/functions/domain_transfer_in.py (2 hunks)
  • app/handlers/out_of_scope/functions/oos_get_knowledge.py (2 hunks)
  • app/handlers/out_of_scope/out_of_scope_handler.py (6 hunks)
  • app/helpers/conversation.py (1 hunks)
  • app/helpers/gpt_helper.py (4 hunks)
  • app/helpers/tenacity_retry_strategies.py (2 hunks)
  • app/main.py (1 hunks)
  • app/middleware/global_exception_handler.py (1 hunks)
  • app/middleware/request_response_logging.py (2 hunks)
  • app/models/handler_response_model.py (1 hunks)
  • app/models/redis_messages_model.py (2 hunks)
  • app/redis_services/redis_client.py (2 hunks)
  • app/redis_services/redis_message_formatter.py (1 hunks)
  • app/redis_services/redis_methods.py (1 hunks)
  • app/router/chatbot_router.py (2 hunks)
  • app/router/gpt_chatbot_label.py (4 hunks)
  • app/router/gpt_router_prompts.py (2 hunks)
  • app/router/support_handoff_decider.py (3 hunks)
  • app/services/chat_services/chat_initialization.py (1 hunks)
  • app/services/chat_services/chat_respond.py (3 hunks)
  • app/services/chat_services/chat_restart.py (1 hunks)
  • app/services/history/history_events.py (1 hunks)
  • app/services/history/history_messages.py (1 hunks)
  • app/utils/get_handler_functions.py (3 hunks)
  • docker-compose.yml (1 hunks)
  • migrations/env.py (2 hunks)
  • requirements.txt (1 hunks)
🧰 Additional context used
🧬 Code graph analysis (33)
app/services/history/history_messages.py (4)
app/models/history/history_response_model.py (3)
  • HistoryAPIResponse (13-28)
  • HistoryResponseStatusCode (8-10)
  • convert_to_error_response (24-28)
app/models/history/messages_output_model.py (1)
  • DatabaseHistoryTable (6-13)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/database/database_calls.py (1)
  • get_history_by_conversation_id (166-173)
app/helpers/conversation.py (3)
app/api/external/gpt_clients/gpt_enums.py (1)
  • GPTRole (18-21)
app/database/database_models/conversations_table_model.py (1)
  • ConversationsTable (4-6)
app/redis_services/redis_methods.py (1)
  • set_conversation_id (34-49)
app/handlers/out_of_scope/functions/oos_get_knowledge.py (3)
app/models/gpt_function_output_model.py (2)
  • GPTFunctionOutput (11-23)
  • OutputStatus (6-8)
app/models/gpt_function_param_model.py (1)
  • DefaultGPTFunctionParams (4-6)
app/utils/function_decorator.py (1)
  • meta (1-8)
app/main.py (3)
app/database/database_calls.py (1)
  • AsyncPostgreSQLDatabase (21-173)
app/middleware/global_exception_handler.py (1)
  • global_exception_handler (9-13)
app/redis_services/redis_client.py (1)
  • RedisClient (16-98)
app/middleware/request_response_logging.py (1)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/api/endpoints/chat.py (7)
app/models/chat/chat_initialization_input_model.py (1)
  • ChatInitializationInputModel (9-11)
app/models/chat/chat_message_input_model.py (1)
  • ChatMessage (20-36)
app/models/chat/chat_message_output_model.py (1)
  • ConversationMessagesOutput (30-33)
app/models/chat/chat_restart_input_model.py (1)
  • ChatRestartInputModel (4-5)
app/services/chat_services/chat_initialization.py (1)
  • chat_initialization_service (19-30)
app/services/chat_services/chat_respond.py (1)
  • chat_service (29-61)
app/services/chat_services/chat_restart.py (1)
  • restart_conversation_service (18-37)
app/models/handler_response_model.py (1)
app/models/chat/chat_message_output_model.py (1)
  • OutputChatbotLabel (12-15)
app/redis_services/redis_message_formatter.py (1)
app/models/redis_messages_model.py (1)
  • RedisMessages (9-29)
app/database/database_calls.py (4)
app/database/database_models/conversations_table_model.py (1)
  • ConversationsTable (4-6)
app/database/database_models/events_table_model.py (1)
  • EventsTable (17-25)
app/database/database_models/history_table_model.py (1)
  • HistoryTable (10-15)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/utils/get_handler_functions.py (1)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/handlers/base_handler.py (14)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTChatbotNames (41-43)
  • GPTRole (18-21)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_client.py (1)
  • OpenAIChat (30-153)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/database/database_models/events_table_model.py (2)
  • EventsTable (17-25)
  • EventType (7-14)
app/helpers/gpt_helper.py (1)
  • trim_to_earliest_user_message (38-47)
app/models/chat/chat_message_input_model.py (1)
  • ChatMessage (20-36)
app/models/gpt_function_param_model.py (1)
  • DefaultGPTFunctionParams (4-6)
app/models/handler_config_model.py (1)
  • HandlerConfigModel (4-6)
app/models/handler_response_model.py (1)
  • HandlerResponse (14-22)
app/models/redis_messages_model.py (1)
  • RedisMessages (9-29)
app/redis_services/redis_message_formatter.py (1)
  • filter_history_messages (6-32)
app/redis_services/redis_methods.py (3)
  • fetch_latest_conversation_messages (133-148)
  • get_assistant_part_id (217-227)
  • push_message_to_redis (53-69)
app/utils/get_handler_functions.py (2)
  • compile_function_map (41-66)
  • compile_function_metadata (12-38)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/handlers/domains/domain_handler.py (14)
app/api/external/gpt_clients/gpt_enums.py (4)
  • GPTActionNames (29-34)
  • GPTChatbotNames (41-43)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/database/database_models/events_table_model.py (2)
  • EventsTable (17-25)
  • EventType (7-14)
app/handlers/base_handler.py (4)
  • BaseChatHandler (39-153)
  • log_message (71-78)
  • insert_tool_call_into_events_table (115-137)
  • is_gpt_generated_tools_valid (145-153)
app/helpers/custom_exceptions.py (1)
  • InvalidGPTResponseException (1-2)
app/helpers/gpt_helper.py (3)
  • build_tool_call_info (50-57)
  • decode_json_string (17-22)
  • get_mocked_failed_function_response (60-65)
app/models/chat/chat_message_input_model.py (2)
  • ChatMessage (20-36)
  • to_dict (35-36)
app/models/chat/chat_message_output_model.py (2)
  • OutputRole (6-9)
  • to_dict (22-23)
app/models/gpt_function_output_model.py (3)
  • GPTFunctionOutput (11-23)
  • OutputStatus (6-8)
  • to_dict (22-23)
app/models/handler_config_model.py (1)
  • HandlerConfigModel (4-6)
app/models/handler_response_model.py (3)
  • HandlerResponse (14-22)
  • HandlerResponseStatus (9-11)
  • to_dict (19-22)
app/models/redis_messages_model.py (2)
  • RedisMessages (9-29)
  • to_dict (23-29)
app/redis_services/redis_methods.py (2)
  • get_assistant_part_id (217-227)
  • get_conversation_metadata (192-200)
app/handlers/out_of_scope/out_of_scope_handler.py (2)
  • process_tool_calls (100-128)
  • handle_tool_call (130-194)
app/helpers/tenacity_retry_strategies.py (2)
app/helpers/custom_exceptions.py (1)
  • InvalidGPTResponseException (1-2)
app/models/chat/chat_message_input_model.py (1)
  • ChatbotLabel (15-17)
app/api/external/gpt_clients/openai/openai_client.py (6)
app/api/external/gpt_clients/cost_calculation_helpers.py (1)
  • calculate_openai_cost (1-9)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTChatbotNames (41-43)
  • GPTResponseFormat (24-26)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/helpers/conversation.py (1)
  • filter_out_system_messages (22-24)
app/helpers/gpt_helper.py (1)
  • return_temperature_float_value (68-76)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/redis_services/redis_methods.py (5)
app/models/chat/chat_initialization_input_model.py (1)
  • ChatbotMetadata (5-6)
app/models/redis_messages_model.py (1)
  • RedisMessages (9-29)
app/redis_services/redis_client.py (1)
  • RedisClient (16-98)
app/redis_services/redis_enums.py (2)
  • RedisExpiration (13-17)
  • RedisPrefix (4-10)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/middleware/global_exception_handler.py (1)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/redis_services/redis_client.py (2)
app/redis_services/redis_enums.py (1)
  • RedisExpiration (13-17)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/router/chatbot_router.py (7)
app/models/chat/chat_message_input_model.py (2)
  • ChatbotLabel (15-17)
  • ChatMessage (20-36)
app/models/chat/chat_message_output_model.py (1)
  • OutputChatbotLabel (12-15)
app/models/handler_config_model.py (1)
  • HandlerConfigModel (4-6)
app/models/handler_response_model.py (2)
  • HandlerResponse (14-22)
  • HandlerResponseStatus (9-11)
app/router/gpt_chatbot_label.py (1)
  • generate_chatbot_label (31-80)
app/router/support_handoff_decider.py (2)
  • get_handoff_response_message (91-109)
  • is_seeking_human_assistance (32-87)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/router/gpt_router_prompts.py (1)
app/models/chat/chat_message_input_model.py (1)
  • ChatbotLabel (15-17)
app/services/chat_services/chat_respond.py (9)
app/database/helpers.py (2)
  • log_chatbot_response_interaction (35-57)
  • log_user_message_interaction (10-32)
app/models/chat/chat_message_input_model.py (1)
  • ChatMessage (20-36)
app/models/chat/chat_message_output_model.py (4)
  • ConversationMessages (18-23)
  • ConversationMessagesOutput (30-33)
  • HandoffDetails (26-27)
  • OutputRole (6-9)
app/models/handler_config_model.py (1)
  • HandlerConfigModel (4-6)
app/models/handler_response_model.py (2)
  • HandlerResponse (14-22)
  • HandlerResponseStatus (9-11)
app/models/redis_messages_model.py (1)
  • RedisMessages (9-29)
app/redis_services/redis_methods.py (3)
  • generate_new_part_ids (204-213)
  • get_conversation_id (24-30)
  • push_message_to_redis (53-69)
app/router/chatbot_router.py (1)
  • ChatbotRouter (18-51)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/handlers/domains/functions/domain_change_dns_records.py (4)
app/database/helpers.py (1)
  • insert_function_log (60-68)
app/models/gpt_function_output_model.py (2)
  • GPTFunctionOutput (11-23)
  • OutputStatus (6-8)
app/models/gpt_function_param_model.py (1)
  • DefaultGPTFunctionParams (4-6)
app/utils/function_decorator.py (1)
  • meta (1-8)
app/handlers/out_of_scope/out_of_scope_handler.py (6)
app/database/database_models/events_table_model.py (2)
  • EventsTable (17-25)
  • EventType (7-14)
app/handlers/base_handler.py (3)
  • log_message (71-78)
  • insert_tool_call_into_events_table (115-137)
  • is_gpt_generated_tools_valid (145-153)
app/helpers/gpt_helper.py (3)
  • build_tool_call_info (50-57)
  • decode_json_string (17-22)
  • get_mocked_failed_function_response (60-65)
app/redis_services/redis_methods.py (1)
  • get_assistant_part_id (217-227)
app/handlers/domains/domain_handler.py (2)
  • process_tool_calls (124-152)
  • handle_tool_call (154-221)
app/database/database_calls.py (1)
  • insert_into_events_table (136-144)
app/models/redis_messages_model.py (2)
app/models/chat/chat_message_input_model.py (1)
  • InputRole (7-8)
app/models/chat/chat_message_output_model.py (1)
  • OutputRole (6-9)
app/router/gpt_chatbot_label.py (11)
app/api/external/gpt_clients/gpt_enums.py (4)
  • GPTActionNames (29-34)
  • GPTResponseFormat (24-26)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_client.py (1)
  • OpenAIChat (30-153)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/database/database_models/events_table_model.py (2)
  • EventsTable (17-25)
  • EventType (7-14)
app/helpers/custom_exceptions.py (1)
  • InvalidGPTResponseException (1-2)
app/helpers/gpt_helper.py (2)
  • decode_json_string (17-22)
  • get_conversation_history_with_system_prompt (25-35)
app/models/chat/chat_message_input_model.py (1)
  • ChatbotLabel (15-17)
app/redis_services/redis_methods.py (1)
  • get_assistant_part_id (217-227)
app/router/gpt_router_prompts.py (1)
  • get_router_prompt (31-46)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/database/database_calls.py (1)
  • insert_into_events_table (136-144)
app/handlers/domains/functions/domain_sell_domain.py (3)
app/models/gpt_function_output_model.py (2)
  • GPTFunctionOutput (11-23)
  • OutputStatus (6-8)
app/models/gpt_function_param_model.py (1)
  • DefaultGPTFunctionParams (4-6)
app/utils/function_decorator.py (1)
  • meta (1-8)
app/database/helpers.py (6)
app/database/database_models/events_table_model.py (2)
  • EventsTable (17-25)
  • EventType (7-14)
app/database/database_models/history_table_model.py (2)
  • AuthorType (5-7)
  • HistoryTable (10-15)
app/models/chat/chat_message_input_model.py (1)
  • ChatMessage (20-36)
app/models/gpt_function_param_model.py (1)
  • DefaultGPTFunctionParams (4-6)
app/models/handler_response_model.py (1)
  • HandlerResponse (14-22)
app/redis_services/redis_methods.py (2)
  • get_assistant_part_id (217-227)
  • get_user_part_id (231-241)
app/services/history/history_events.py (4)
app/models/history/events_output_model.py (1)
  • DatabaseEventTable (7-22)
app/models/history/history_response_model.py (3)
  • HistoryAPIResponse (13-28)
  • HistoryResponseStatusCode (8-10)
  • convert_to_error_response (24-28)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/database/database_calls.py (1)
  • get_events_by_conversation_id (157-164)
app/router/support_handoff_decider.py (7)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTResponseFormat (24-26)
  • GPTRole (18-21)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_client.py (1)
  • OpenAIChat (30-153)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/helpers/custom_exceptions.py (1)
  • InvalidGPTResponseException (1-2)
app/helpers/gpt_helper.py (2)
  • decode_json_string (17-22)
  • get_conversation_history_with_system_prompt (25-35)
app/router/gpt_router_prompts.py (2)
  • get_handoff_message_prompt (62-75)
  • get_is_handoff_needed_prompt (49-59)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/services/chat_services/chat_restart.py (4)
app/helpers/conversation.py (1)
  • create_new_conversation (10-19)
app/models/chat/chat_initialization_output_model.py (1)
  • ChatInitializationOutputModel (5-7)
app/redis_services/redis_methods.py (4)
  • delete_conversation (152-170)
  • get_conversation_id (24-30)
  • get_conversation_metadata (192-200)
  • set_conversation_metadata (174-188)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/services/chat_services/chat_initialization.py (6)
app/helpers/conversation.py (1)
  • create_new_conversation (10-19)
app/models/chat/chat_initialization_input_model.py (1)
  • ChatInitializationInputModel (9-11)
app/models/chat/chat_initialization_output_model.py (1)
  • ChatInitializationOutputModel (5-7)
app/models/chat/chat_message_output_model.py (1)
  • OutputRole (6-9)
app/redis_services/redis_message_formatter.py (1)
  • filter_history_messages (6-32)
app/redis_services/redis_methods.py (5)
  • fetch_entire_conversation_history (116-129)
  • get_conversation_id (24-30)
  • refresh_conversation_expiration (90-95)
  • refresh_conversation_messages_expiration (99-112)
  • set_conversation_metadata (174-188)
app/handlers/domains/functions/domain_transfer_in.py (3)
app/models/gpt_function_output_model.py (2)
  • GPTFunctionOutput (11-23)
  • OutputStatus (6-8)
app/models/gpt_function_param_model.py (1)
  • DefaultGPTFunctionParams (4-6)
app/utils/function_decorator.py (1)
  • meta (1-8)
app/api/endpoints/conversation_history.py (2)
app/services/history/history_events.py (1)
  • history_events_service (17-49)
app/services/history/history_messages.py (1)
  • history_messages_service (17-49)
app/helpers/gpt_helper.py (7)
app/api/external/gpt_clients/gpt_enums.py (2)
  • GPTRole (18-21)
  • GPTTemperature (4-15)
app/models/chat/chat_message_input_model.py (1)
  • InputRole (7-8)
app/models/chat/chat_message_output_model.py (1)
  • OutputRole (6-9)
app/models/redis_messages_model.py (1)
  • RedisMessages (9-29)
app/redis_services/redis_message_formatter.py (1)
  • filter_history_messages (6-32)
app/redis_services/redis_methods.py (1)
  • fetch_entire_conversation_history (116-129)
app/utils/logger/logger.py (1)
  • Logger (6-46)
🪛 checkmake (0.2.2)
Makefile

[warning] 1-1: Missing required phony target "all"

(minphony)


[warning] 1-1: Missing required phony target "clean"

(minphony)


[warning] 1-1: Missing required phony target "test"

(minphony)


[warning] 17-17: Target "setup" should be declared PHONY.

(phonydeclared)

🪛 markdownlint-cli2 (0.18.1)
README.md

71-71: Fenced code blocks should have a language specified

(MD040, fenced-code-language)

🪛 Ruff (0.14.2)
app/services/history/history_messages.py

22-22: Do not catch blind exception: Exception

(BLE001)

app/handlers/out_of_scope/functions/oos_get_knowledge.py

22-22: PEP 484 prohibits implicit Optional

Convert to T | None

(RUF013)

app/redis_services/redis_client.py

59-59: Consider moving this statement to an else block

(TRY300)

app/handlers/domains/functions/domain_change_dns_records.py

22-22: PEP 484 prohibits implicit Optional

Convert to T | None

(RUF013)

app/models/redis_messages_model.py

18-20: Avoid specifying long messages outside the exception class

(TRY003)

app/router/gpt_chatbot_label.py

64-64: Avoid specifying long messages outside the exception class

(TRY003)

app/services/history/history_events.py

22-22: Do not catch blind exception: Exception

(BLE001)

app/handlers/domains/functions/domain_transfer_in.py

22-22: PEP 484 prohibits implicit Optional

Convert to T | None

(RUF013)

app/helpers/gpt_helper.py

33-35: Consider iterable unpacking instead of concatenation

Replace with iterable unpacking

(RUF005)


74-76: Prefer TypeError exception for invalid type

(TRY004)


74-76: Avoid specifying long messages outside the exception class

(TRY003)

🔇 Additional comments (57)
app/middleware/global_exception_handler.py (1)

1-4: LGTM! Import path refactoring is consistent.

The update to absolute imports using the app.* namespace is consistent with the project-wide refactoring. No functional changes to the exception handler logic.

app/api/external/gpt_clients/cost_calculation_helpers.py (1)

4-6: LGTM! Formatting improvement.

The calculation logic is unchanged; the multiline formatting improves readability.

app/handlers/domains/functions/domain_sell_domain.py (1)

1-3: LGTM! Import path refactoring is consistent.

The import updates align with the project-wide move to absolute app.* imports. No functional changes to the domain sell function.

app/services/history/history_events.py (4)

1-12: LGTM! Import refactoring is consistent.

The import path updates align with the project-wide absolute import strategy. No functional changes.


19-27: LGTM! Formatting and error handling are appropriate.

The multiline formatting improves readability. The broad exception catch is acceptable here since:

  • All database exceptions are logged with full context
  • A proper error response is returned to the client
  • This ensures no unexpected DB errors slip through

28-34: LGTM! Error response construction is correct.

The error response properly sets the status code and error message for database failures.


36-43: LGTM! Not-found response is correct.

The 404 response for missing conversation IDs is appropriate.

app/helpers/tenacity_retry_strategies.py (2)

2-6: LGTM! Import updates are consistent.

The import path refactoring aligns with the project-wide move to absolute app.* imports. Import reordering is cosmetic.


56-58: LGTM! Formatting change only.

The multiline formatting of the HTTPException raise is purely cosmetic; no functional change.

app/middleware/request_response_logging.py (3)

3-8: LGTM! Import refactoring is consistent.

The import path update to app.utils.logger.logger aligns with the project-wide absolute import strategy.


16-18: LGTM! Formatting improvement.

The multiline formatting of the location_info assignment improves readability without changing behavior.


44-46: LGTM! Formatting improvement.

The multiline formatting of the getattr call improves readability without changing behavior.

requirements.txt (1)

9-11: All pinned versions are free from known vulnerabilities, but they are outdated—consider updating to the latest versions.

The security check passed: httpx 0.27.2, alembic 1.13.1, and psycopg2-binary 2.9.9 have no known vulnerabilities.

However, the versions are not current:

  • httpx: Latest is 0.28.1 (pinned: 0.27.2)
  • alembic: Latest is 1.17.1 (pinned: 1.13.1)
  • psycopg2-binary: Latest is 2.9.11 (pinned: 2.9.9)

Consider updating to the latest versions to benefit from bug fixes and improvements, or provide rationale for maintaining these specific pinned versions.

app/redis_services/redis_client.py (3)

3-9: LGTM! Import namespace refactor looks correct.

The imports have been successfully updated to use the app.* namespace, aligning with the PR's objective to standardize absolute imports across the codebase.


13-13: LGTM! Logger instance addition is consistent.

The module-level logger instance follows the same pattern used in other modules across the codebase.


52-65: LGTM! Formatting improvements enhance readability.

The multiline formatting for the function signature and logging call improves code readability without altering behavior.

app/main.py (2)

6-10: LGTM! Import updates are consistent with the namespace refactor.

All imports have been successfully migrated to the app.* namespace, and the RedisClient import has been added to support the lifecycle management in the shutdown phase.


19-20: LGTM! RedisClient shutdown logic is correct.

The singleton pattern of RedisClient ensures that calling RedisClient() during shutdown retrieves the existing instance for proper cleanup. The shutdown sequence (Redis before PostgreSQL) is appropriate.

app/database/database_calls.py (3)

2-11: LGTM! Import namespace updates are correct.

All imports have been properly migrated to the app.* namespace, maintaining consistency with the codebase refactor.


15-16: LGTM! Timeout constants improve configurability.

Adding explicit timeout constants makes the database configuration more maintainable and self-documenting. The 5-second values are reasonable for connection and command timeouts.


33-173: LGTM! Formatting improvements enhance readability.

The multiline formatting applied to method signatures and function calls improves code readability without altering any behavior.

app/helpers/conversation.py (1)

3-7: LGTM! Import updates align with the namespace refactor.

All imports have been successfully updated to use the app.* namespace without affecting the module's functionality.

app/handlers/domains/functions/domain_change_dns_records.py (2)

1-4: LGTM! Import updates are consistent.

All imports have been properly updated to use the app.* namespace.


25-32: LGTM! Enhanced user guidance in function output.

The multiline formatting and the addition of a detailed user-facing message improve both code readability and user experience.

app/database/helpers.py (2)

1-7: LGTM! Import namespace refactor is correct.

All imports have been successfully updated to use the app.* namespace, maintaining consistency across the codebase.


10-68: LGTM! Formatting enhances readability.

The multiline formatting for the function signature improves code readability while preserving all functionality.

app/handlers/out_of_scope/functions/oos_get_knowledge.py (1)

1-3: LGTM! Import updates are consistent.

All imports have been properly migrated to the app.* namespace.

app/helpers/gpt_helper.py (3)

1-12: LGTM! Import organization and namespace updates are correct.

The import reorganization and migration to the app.* namespace improve code structure and align with the PR objectives.


25-35: LGTM! Function refactoring maintains clarity.

The multiline formatting improves readability. The list concatenation is clear and explicit, though iterable unpacking would also work.


50-57: LGTM! Formatting improvement.

The multiline function signature enhances readability without affecting behavior.

app/api/endpoints/conversation_history.py (1)

3-4: LGTM! Import paths updated to absolute namespace.

The import refactor to app.services.history.* aligns with the PR's goal of standardizing to absolute imports.

app/models/handler_response_model.py (1)

1-6: LGTM! Import organization improved.

The imports are now properly organized with the absolute app.models.chat.* namespace, and the Enum import is correctly placed at the top level.

app/services/history/history_messages.py (1)

6-12: LGTM! Import paths standardized.

The imports now use the absolute app.* namespace, consistent with the PR's refactoring goals.

app/redis_services/redis_message_formatter.py (1)

1-3: LGTM! Imports updated and alphabetically ordered.

The import path now uses the absolute app.models.* namespace, and the typing imports are alphabetically sorted.

docker-compose.yml (1)

24-29: LGTM! Docker configuration improved for portability and migrations.

The changes enhance the Docker setup:

  • Pinning to postgres:16 ensures reproducible environments
  • Named volume postgres_data is more portable than host-specific paths
  • Migrations mount ./migrations:/app/migrations supports the Alembic workflow

These align well with the PR's goal of improving developer onboarding.

.env.example (1)

1-7: LGTM! Environment example updated for Docker Compose workflow.

The changes improve the developer experience:

  • Service names (db, redis) match Docker Compose service names
  • Inline comments clarify the purpose of each variable
  • Added OPENAI_API_KEY for OpenAI integration
  • Simplified format (unquoted values) is cleaner

This aligns with the PR's goal of zero-pain onboarding.

app/models/redis_messages_model.py (1)

1-6: LGTM! Import paths standardized.

The imports now use the absolute app.models.chat.* namespace, maintaining consistency across the codebase.

app/redis_services/redis_methods.py (1)

8-17: LGTM! Import paths migrated to absolute namespace.

All imports now consistently use the app.* namespace (helpers, models, redis_services, utils), completing the import standardization for Redis-related modules.

app/router/support_handoff_decider.py (2)

3-25: LGTM: Import refactor to absolute paths.

The migration to app.* absolute imports aligns with the PR's goal of improving project structure and maintainability.


71-76: LGTM: Robust boolean conversion logic.

The additional handling for integer and string boolean representations improves resilience against varying GPT response formats.

app/router/gpt_chatbot_label.py (2)

1-20: LGTM: Import refactor to absolute paths.

The migration to app.* absolute imports is consistent with the PR's modernization goals.


30-80: LGTM: Formatting improvements.

The multi-line formatting for function calls and logging improves code readability while preserving all logic.

migrations/env.py (1)

1-28: LGTM: Environment-driven database configuration.

The migration from hardcoded "localhost" to os.getenv("DB_HOST", "db") with a Docker-friendly default improves flexibility and aligns with the PR's Docker Compose workflow improvements.

app/services/chat_services/chat_initialization.py (1)

1-30: LGTM: Import refactor and formatting improvements.

The migration to app.* absolute imports and multi-line formatting enhances code consistency and readability without altering functionality.

app/handlers/domains/domain_handler.py (1)

1-221: LGTM: Import refactor and formatting improvements.

The migration to app.* absolute imports and consistent multi-line formatting throughout the handler improves code maintainability and readability without altering functionality.

app/handlers/out_of_scope/out_of_scope_handler.py (1)

1-194: LGTM: Import refactor and formatting improvements.

The migration to app.* absolute imports and consistent multi-line formatting throughout the handler improves code maintainability and readability. The changes are consistent with the refactoring pattern applied across other handlers in this PR.

app/router/chatbot_router.py (2)

1-12: Import path refactoring looks good.

The migration to absolute app.* imports is consistent and correct, improving module resolution clarity.


30-51: LGTM: Clean multiline formatting.

The reformatted method signature and nested calls improve readability while preserving the original routing logic.

app/handlers/base_handler.py (3)

1-36: LGTM: Module structure and imports properly refactored.

The migration to app.* imports and addition of module-level logger and openai_client initialization follows best practices for shared resource management.


82-97: Clean multiline formatting for function calls.

The reformatted calls to fetch_latest_conversation_messages and push_message_to_redis improve readability without changing functionality.


99-153: Method signatures and formatting improvements look good.

The multiline formatting of method signatures (get_gpt_with_tools_response, insert_tool_call_into_events_table, is_gpt_generated_tools_valid) and the nested dictionary structure for tool call payloads enhance code clarity.

app/services/chat_services/chat_respond.py (3)

1-27: Import refactoring and module initialization look good.

The migration to app.* imports and initialization of logger and chatbot_router are consistent with the codebase-wide refactoring.


29-61: Service logic and response structure properly updated.

The multiline formatting of chat_service, the HTTPException, and the nested ConversationMessages within ConversationMessagesOutput improve code clarity while maintaining correct behavior.


64-85: Helper functions cleanly reformatted.

The multiline signatures and RedisMessages construction in both process_user_message and process_chatbot_response are clear and maintain the original functionality.

app/api/external/gpt_clients/openai/openai_client.py (3)

1-28: Well-structured module initialization.

The import refactoring to app.* namespaces, addition of module-level constants (TIMEOUT_SECONDS, DEFAULT_MAX_TOKENS), and initialization of openai_client and logger follow best practices for shared resource management.


32-89: get_response method properly formatted.

The multiline signature and calculate_openai_cost call enhance readability. The error handling and logging logic remain intact.


92-153: get_response_with_tools method looks good.

The multiline formatting of the signature, cost calculation, and retry statistics access improves code clarity while preserving all functionality.

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Actionable comments posted: 0

🧹 Nitpick comments (1)
app/router/chatbot_router.py (1)

42-49: LGTM! Routing logic is clean and functional.

The label generation and handler dispatch flow is straightforward. Optionally, consider adding a check after line 46 to handle unexpected None from handler_classes.get():

handler_class = self.handler_classes.get(message.chatbot_label)
if not handler_class:
    logger.log(
        f"No handler found for chatbot_label: {message.chatbot_label}",
        conversation_id=handler_config.conversation_id,
        level=logging.ERROR,
    )
    raise ValueError(f"Unsupported chatbot label: {message.chatbot_label}")

This would catch configuration issues or unexpected label values, though it's unlikely if generate_chatbot_label always returns valid enum values.

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📥 Commits

Reviewing files that changed from the base of the PR and between 143fcbd and 8db04a6.

📒 Files selected for processing (1)
  • app/router/chatbot_router.py (2 hunks)
🧰 Additional context used
🧬 Code graph analysis (1)
app/router/chatbot_router.py (7)
app/models/chat/chat_message_input_model.py (2)
  • ChatbotLabel (15-17)
  • ChatMessage (20-36)
app/models/chat/chat_message_output_model.py (1)
  • OutputChatbotLabel (12-15)
app/models/handler_config_model.py (1)
  • HandlerConfigModel (4-6)
app/models/handler_response_model.py (2)
  • HandlerResponse (14-22)
  • HandlerResponseStatus (9-11)
app/router/gpt_chatbot_label.py (1)
  • generate_chatbot_label (31-80)
app/router/support_handoff_decider.py (2)
  • get_handoff_response_message (91-109)
  • is_seeking_human_assistance (32-87)
app/utils/logger/logger.py (1)
  • Logger (6-46)
🔇 Additional comments (3)
app/router/chatbot_router.py (3)

1-12: LGTM! Absolute imports improve clarity.

The refactor to absolute app.* imports is clean and aligns with the PR's goal of standardizing the import style across the codebase.


16-26: LGTM! Explicit mappings improve maintainability.

Moving the handler class and label mappings into instance attributes centralizes the configuration and makes the routing logic more transparent and extensible.


28-40: LGTM! Handoff logic is clear and correct.

The multiline formatting improves readability, and the early-return pattern for support handoff is well-structured with appropriate status and label assignment.

@AdnanSattar
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Actionable comments posted: 3

Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (1)
app/api/external/gpt_clients/openai/openai_client.py (1)

77-77: Use safer dictionary access for retry statistics.

Line 77 uses direct dictionary access ["attempt_number"] which could raise KeyError if the key is missing. Lines 134-136 in get_response_with_tools use the safer .get("attempt_number") method, which returns None if the key doesn't exist.

Apply this diff for consistency and safety:

-                requests=self.get_response.retry.statistics["attempt_number"],
+                requests=self.get_response.retry.statistics.get("attempt_number"),
🧹 Nitpick comments (4)
app/api/external/gpt_clients/openai/openai_client.py (1)

84-91: Align exception logging with get_response_with_tools.

The exception logging here is much simpler than in get_response_with_tools (lines 143-155), which includes additional context: service, method_name, exception_type, and conversation_messages. Consider whether this method should log similar details for consistency and better debugging.

Additionally, the same logging issues from lines 43-50 apply here:

  • Line 86: level="ERROR" should be level=logging.ERROR
  • Lines 87-90: str() conversions turn None into "None" strings

Apply this diff to align with get_response_with_tools style:

             logger.log(
-                f"Exception in get_response: {e}",
-                level="ERROR",
-                model=str(model),
-                action_name=str(action_name),
-                team_name=str(team_name),
-                chatbot_name=str(chatbot_name),
+                "GPT Exception occurred",
+                level=logging.ERROR,
+                service="OpenAI",
+                payload=str(e),
+                model_name=model,
+                action_name=action_name,
+                method_name="get_response",
+                team_name=team_name,
+                chatbot_name=chatbot_name,
+                exception_type=type(e).__name__,
+                conversation_messages=filter_out_system_messages(messages),
             )
app/helpers/gpt_helper.py (3)

2-2: Inconsistent type hint style across the file.

The file mixes modern lowercase type hints (list[dict] on line 27) with traditional capitalized typing module imports (List, Dict on line 2, used on line 55). This creates inconsistency in the codebase.

Choose one style consistently:

  • Option 1 (Python 3.9+): Remove List, Dict from line 2 imports and update line 55 to use lowercase dict[str, Any]
  • Option 2 (backward compatible): Update line 27 to use List[dict] (though Dict would be more precise than dict)

Apply this diff for Option 1 (recommended if targeting Python 3.9+):

-from typing import Any, Dict, List, Union
+from typing import Any, Union
 async def build_tool_call_info(
     tool_call: ChatCompletionMessageToolCall,
-) -> Dict[str, Any]:
+) -> dict[str, Any]:

Also applies to: 27-27, 55-55


36-38: Consider iterable unpacking for cleaner list construction.

The list concatenation can be replaced with iterable unpacking, which is more idiomatic and avoids creating an intermediate single-element list.

Apply this diff:

-    return [
-        {"role": GPTRole.SYSTEM, "content": system_description}
-    ] + historical_messages
+    return [
+        {"role": GPTRole.SYSTEM, "content": system_description},
+        *historical_messages,
+    ]

77-79: Use TypeError for type validation errors.

When validating parameter types, TypeError is more semantically appropriate than ValueError. This follows Python conventions where TypeError indicates an operation received an inappropriate type.

Apply this diff:

-        raise ValueError(
+        raise TypeError(
             "GPT Temperature must be a GPTTemperature enum member or a float."
         )
📜 Review details

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Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 8db04a6 and 2311e12.

📒 Files selected for processing (5)
  • app/api/external/gpt_clients/openai/openai_client.py (6 hunks)
  • app/helpers/gpt_helper.py (4 hunks)
  • app/redis_services/redis_client.py (3 hunks)
  • app/router/chatbot_router.py (2 hunks)
  • app/services/chat_services/chat_respond.py (3 hunks)
🚧 Files skipped from review as they are similar to previous changes (2)
  • app/router/chatbot_router.py
  • app/services/chat_services/chat_respond.py
🧰 Additional context used
🧬 Code graph analysis (3)
app/redis_services/redis_client.py (2)
app/redis_services/redis_enums.py (1)
  • RedisExpiration (13-17)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/api/external/gpt_clients/openai/openai_client.py (6)
app/api/external/gpt_clients/cost_calculation_helpers.py (1)
  • calculate_openai_cost (1-9)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTChatbotNames (41-43)
  • GPTResponseFormat (24-26)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/helpers/conversation.py (1)
  • filter_out_system_messages (22-24)
app/helpers/gpt_helper.py (1)
  • return_temperature_float_value (71-79)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/helpers/gpt_helper.py (7)
app/api/external/gpt_clients/gpt_enums.py (2)
  • GPTRole (18-21)
  • GPTTemperature (4-15)
app/models/chat/chat_message_input_model.py (1)
  • InputRole (7-8)
app/models/chat/chat_message_output_model.py (1)
  • OutputRole (6-9)
app/models/redis_messages_model.py (1)
  • RedisMessages (9-29)
app/redis_services/redis_message_formatter.py (1)
  • filter_history_messages (6-32)
app/redis_services/redis_methods.py (1)
  • fetch_entire_conversation_history (116-129)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
🪛 Ruff (0.14.2)
app/redis_services/redis_client.py

63-63: Consider moving this statement to an else block

(TRY300)

app/helpers/gpt_helper.py

36-38: Consider iterable unpacking instead of concatenation

Replace with iterable unpacking

(RUF005)


77-79: Prefer TypeError exception for invalid type

(TRY004)


77-79: Avoid specifying long messages outside the exception class

(TRY003)

🔇 Additional comments (7)
app/api/external/gpt_clients/openai/openai_client.py (4)

1-21: LGTM! Absolute imports align with PR objectives.

The refactoring to absolute app.* imports is consistent with the PR's goal to ensure consistency across workstations, CI, and production. The import organization is clear and logical.


23-27: Module-level initialization is appropriate.

The singleton pattern for openai_client and logger is suitable for this use case. The client will be initialized once when the module is imported, which is efficient for a shared resource.


95-124: LGTM! Multi-line formatting improves readability.

The method signature and cost calculation reformatting enhance code readability while preserving functionality.


125-156: LGTM! This demonstrates good logging practices.

The exception handling here is well-structured with:

  • Safe dictionary access using .get() (line 134-136)
  • Correct logging constant logging.WARNING (line 145)
  • Comprehensive error context including service, method name, exception type, and filtered messages

This is the pattern that should be followed throughout the module.

app/redis_services/redis_client.py (3)

3-9: LGTM! Clean import refactoring.

The refactoring to absolute app.* imports aligns well with the PR objectives and ensures consistency across the codebase.


56-58: LGTM! Improved readability.

The multi-line formatting makes the method signature more readable.

Note: Static analysis suggests moving the return True statement on line 63 to an else block, but the current structure is clear and the change is optional.


65-67: LGTM! Improved logging consistency.

Using the payload parameter for the exception aligns with the pattern used in other error logging methods throughout this file, improving consistency.

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Actionable comments posted: 1

Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (1)
app/api/external/gpt_clients/openai/openai_client.py (1)

77-77: Inconsistent retry statistics access patterns.

Line 77 uses direct dictionary key access ["attempt_number"], which raises KeyError if the key is missing, while lines 134-136 use the safer .get("attempt_number") method that returns None for missing keys.

For consistency and defensive coding, consider using .get() in both places.

Apply this diff to make Line 77 consistent:

-                requests=self.get_response.retry.statistics["attempt_number"],
+                requests=self.get_response.retry.statistics.get("attempt_number"),

Also applies to: 134-136

📜 Review details

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Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 2311e12 and 909ca4b.

📒 Files selected for processing (3)
  • app/api/external/gpt_clients/openai/openai_client.py (6 hunks)
  • app/helpers/gpt_helper.py (4 hunks)
  • app/redis_services/redis_client.py (3 hunks)
🧰 Additional context used
🧬 Code graph analysis (3)
app/helpers/gpt_helper.py (7)
app/api/external/gpt_clients/gpt_enums.py (2)
  • GPTRole (18-21)
  • GPTTemperature (4-15)
app/models/chat/chat_message_input_model.py (1)
  • InputRole (7-8)
app/models/chat/chat_message_output_model.py (1)
  • OutputRole (6-9)
app/models/redis_messages_model.py (1)
  • RedisMessages (9-29)
app/redis_services/redis_message_formatter.py (1)
  • filter_history_messages (6-32)
app/redis_services/redis_methods.py (1)
  • fetch_entire_conversation_history (116-129)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/redis_services/redis_client.py (2)
app/redis_services/redis_enums.py (1)
  • RedisExpiration (13-17)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/api/external/gpt_clients/openai/openai_client.py (5)
app/api/external/gpt_clients/cost_calculation_helpers.py (1)
  • calculate_openai_cost (1-9)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTChatbotNames (41-43)
  • GPTResponseFormat (24-26)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/helpers/gpt_helper.py (1)
  • return_temperature_float_value (73-81)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
🪛 Ruff (0.14.2)
app/helpers/gpt_helper.py

38-40: Consider iterable unpacking instead of concatenation

Replace with iterable unpacking

(RUF005)


79-81: Prefer TypeError exception for invalid type

(TRY004)


79-81: Avoid specifying long messages outside the exception class

(TRY003)

app/redis_services/redis_client.py

64-64: Consider moving this statement to an else block

(TRY300)

🔇 Additional comments (3)
app/redis_services/redis_client.py (1)

36-39: Logging fix confirmed—correctly using logging.INFO constant.

The previous issue with using the string "INFO" has been resolved. The logger now correctly receives the integer constant logging.INFO, which properly matches the Logger API expectations.

app/helpers/gpt_helper.py (1)

29-32: Logging fix confirmed—correctly using logging.INFO constant.

The previous issue with the string "INFO" has been resolved. The code now correctly passes level=logging.INFO to match the Logger's expected integer constant parameter.

app/api/external/gpt_clients/openai/openai_client.py (1)

43-50: Both logging issues resolved correctly.

The previous review identified two problems that have now been fixed:

  1. Line 45: Now correctly uses level=logging.INFO (integer constant) instead of the string "INFO".
  2. Lines 46-49: Optional parameters are now passed directly without str() conversion, allowing the Logger to properly filter None values instead of logging the string "None".

…t KeyError and TypeError for return_temperature_float_value
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Actionable comments posted: 0

Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (1)
app/api/external/gpt_clients/openai/openai_client.py (1)

23-27: Validate OPENAI_API_KEY before AsyncOpenAI initialization to prevent runtime errors.

AsyncOpenAI accepts api_key: str | None (defaults to None), so constructing it with None can cause NoneType errors later when the client attempts requests. Currently at line 25 of app/api/external/gpt_clients/openai/openai_client.py, openai_client is initialized with a potentially None OPENAI_API_KEY (sourced via os.getenv() with no validation).

Validate at startup and raise a clear error if the API key is missing before creating AsyncOpenAI.

# Add validation before AsyncOpenAI initialization (line 25)
if not OPENAI_API_KEY:
    raise RuntimeError("OPENAI_API_KEY environment variable is required")
openai_client = AsyncOpenAI(api_key=OPENAI_API_KEY, timeout=TIMEOUT_SECONDS)
🧹 Nitpick comments (3)
app/api/external/gpt_clients/openai/openai_client.py (3)

54-61: Consider removing redundant timeout parameter.

The timeout parameter is specified twice: once during AsyncOpenAI client initialization (line 25) and again in the create call (line 58). The OpenAI SDK typically uses the client-level timeout, making the per-request timeout specification redundant.

Apply this diff to remove the redundant timeout:

         response = await openai_client.chat.completions.create(
             messages=messages,
             model=model,
             response_format={"type": response_format},
-            timeout=TIMEOUT_SECONDS,
             temperature=return_temperature_float_value(temperature),
             max_tokens=max_tokens,
         )

83-92: Consider aligning exception logging format with get_response_with_tools.

The exception logging here is simpler than in get_response_with_tools (lines 143-156), which includes additional context like service, exception_type, and conversation_messages. For consistency and better debugging, consider using a similar format across both methods.

Apply this diff to enhance the exception logging:

         except Exception as e:
             logger.log(
-                f"Exception in get_response: {e}",
+                "GPT Exception occurred",
                 level=logging.ERROR,
+                service="OpenAI",
+                payload=str(e),
                 model=model,
                 action_name=action_name,
+                method_name="get_response",
                 team_name=team_name,
                 chatbot_name=chatbot_name,
+                exception_type=type(e).__name__,
+                conversation_messages=filter_out_system_messages(messages),
             )
             raise

110-119: Consider removing redundant timeout parameter.

Similar to get_response, the timeout parameter (line 118) is redundant since it's already set during client initialization (line 25).

Apply this diff to remove the redundant timeout:

         response = await openai_client.chat.completions.create(
             messages=messages,
             model=model,
             tools=tools,
             tool_choice="auto",
             response_format={"type": response_format},
             temperature=return_temperature_float_value(temperature),
             max_tokens=max_tokens,
-            timeout=TIMEOUT_SECONDS,
         )
📜 Review details

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Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 909ca4b and abb4662.

📒 Files selected for processing (1)
  • app/api/external/gpt_clients/openai/openai_client.py (6 hunks)
🧰 Additional context used
🧬 Code graph analysis (1)
app/api/external/gpt_clients/openai/openai_client.py (6)
app/api/external/gpt_clients/cost_calculation_helpers.py (1)
  • calculate_openai_cost (1-9)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTChatbotNames (41-43)
  • GPTResponseFormat (24-26)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/helpers/conversation.py (1)
  • filter_out_system_messages (22-24)
app/helpers/gpt_helper.py (1)
  • return_temperature_float_value (73-81)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
🪛 Ruff (0.14.2)
app/api/external/gpt_clients/openai/openai_client.py

82-82: Consider moving this statement to an else block

(TRY300)

🔇 Additional comments (5)
app/api/external/gpt_clients/openai/openai_client.py (5)

43-50: LGTM! Previous logging issues resolved.

The entry logging now correctly uses logging.INFO constant and passes parameters without str() wrapping, allowing the Logger to properly filter None values. This addresses the concerns from the previous review.


77-82: Defensive retry statistics access looks good.

Using .get("attempt_number") is good defensive programming to avoid KeyError if the retry statistics structure changes. The return statement placement is fine, though Ruff suggests moving it to an else block for clarity (which is a minor style preference).


95-106: LGTM! Method signature properly updated.

The addition of the tools parameter with proper typing (List[Dict[str, Any]]) correctly supports the tools-enabled chat completion functionality.


122-141: LGTM! Cost calculation and retry statistics handling implemented correctly.

The multi-line cost calculation formatting improves readability, and the defensive .get() access for retry statistics prevents potential KeyError exceptions.


142-156: Verify exception log level consistency.

This method logs exceptions at WARNING level (line 145), while get_response uses ERROR level (line 86). Since both exceptions are re-raised and likely cause request failures, verify whether this difference is intentional or if both should use the same level for consistency.

If this was intentional (e.g., tool call exceptions are more expected), consider adding a comment explaining the rationale. Otherwise, align the log levels.

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Actionable comments posted: 6

📜 Review details

Configuration used: CodeRabbit UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between abb4662 and 9584a7c.

📒 Files selected for processing (14)
  • .env.example (1 hunks)
  • Makefile (1 hunks)
  • README.md (1 hunks)
  • app/api/external/gpt_clients/openai/openai_client.py (6 hunks)
  • app/database/database_calls.py (7 hunks)
  • app/handlers/domains/domain_handler.py (6 hunks)
  • app/handlers/domains/functions/domain_change_dns_records.py (2 hunks)
  • app/handlers/domains/functions/domain_transfer_in.py (2 hunks)
  • app/handlers/out_of_scope/functions/oos_get_knowledge.py (2 hunks)
  • app/helpers/gpt_helper.py (4 hunks)
  • app/router/support_handoff_decider.py (3 hunks)
  • app/services/history/history_events.py (1 hunks)
  • app/services/history/history_messages.py (1 hunks)
  • app/utils/get_handler_functions.py (4 hunks)
🚧 Files skipped from review as they are similar to previous changes (5)
  • app/handlers/out_of_scope/functions/oos_get_knowledge.py
  • app/database/database_calls.py
  • README.md
  • app/utils/get_handler_functions.py
  • app/handlers/domains/functions/domain_change_dns_records.py
🧰 Additional context used
🧬 Code graph analysis (7)
app/handlers/domains/functions/domain_transfer_in.py (3)
app/models/gpt_function_output_model.py (2)
  • GPTFunctionOutput (11-23)
  • OutputStatus (6-8)
app/models/gpt_function_param_model.py (1)
  • DefaultGPTFunctionParams (4-6)
app/utils/function_decorator.py (1)
  • meta (1-8)
app/helpers/gpt_helper.py (7)
app/api/external/gpt_clients/gpt_enums.py (2)
  • GPTRole (18-21)
  • GPTTemperature (4-15)
app/models/chat/chat_message_input_model.py (1)
  • InputRole (7-8)
app/models/chat/chat_message_output_model.py (1)
  • OutputRole (6-9)
app/models/redis_messages_model.py (1)
  • RedisMessages (9-29)
app/redis_services/redis_message_formatter.py (1)
  • filter_history_messages (6-32)
app/redis_services/redis_methods.py (1)
  • fetch_entire_conversation_history (116-129)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/services/history/history_messages.py (3)
app/models/history/history_response_model.py (3)
  • HistoryAPIResponse (13-28)
  • HistoryResponseStatusCode (8-10)
  • convert_to_error_response (24-28)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/database/database_calls.py (1)
  • get_history_by_conversation_id (166-173)
app/router/support_handoff_decider.py (7)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTResponseFormat (24-26)
  • GPTRole (18-21)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_client.py (1)
  • OpenAIChat (41-170)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/helpers/custom_exceptions.py (1)
  • InvalidGPTResponseException (1-2)
app/helpers/gpt_helper.py (2)
  • decode_json_string (18-23)
  • get_conversation_history_with_system_prompt (26-41)
app/router/gpt_router_prompts.py (2)
  • get_handoff_message_prompt (62-75)
  • get_is_handoff_needed_prompt (49-59)
app/utils/logger/logger.py (1)
  • Logger (6-46)
app/api/external/gpt_clients/openai/openai_client.py (6)
app/api/external/gpt_clients/cost_calculation_helpers.py (1)
  • calculate_openai_cost (1-9)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTChatbotNames (41-43)
  • GPTResponseFormat (24-26)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/helpers/conversation.py (1)
  • filter_out_system_messages (22-24)
app/helpers/gpt_helper.py (1)
  • return_temperature_float_value (74-82)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/services/history/history_events.py (3)
app/models/history/history_response_model.py (3)
  • HistoryAPIResponse (13-28)
  • HistoryResponseStatusCode (8-10)
  • convert_to_error_response (24-28)
app/utils/logger/logger.py (1)
  • log (31-46)
app/database/database_calls.py (1)
  • get_events_by_conversation_id (157-164)
app/handlers/domains/domain_handler.py (14)
app/api/external/gpt_clients/gpt_enums.py (4)
  • GPTActionNames (29-34)
  • GPTChatbotNames (41-43)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/database/database_models/events_table_model.py (2)
  • EventsTable (17-25)
  • EventType (7-14)
app/handlers/base_handler.py (4)
  • BaseChatHandler (39-153)
  • log_message (71-78)
  • insert_tool_call_into_events_table (115-137)
  • is_gpt_generated_tools_valid (145-153)
app/helpers/custom_exceptions.py (1)
  • InvalidGPTResponseException (1-2)
app/helpers/gpt_helper.py (3)
  • build_tool_call_info (56-63)
  • decode_json_string (18-23)
  • get_mocked_failed_function_response (66-71)
app/models/chat/chat_message_input_model.py (2)
  • ChatMessage (20-36)
  • to_dict (35-36)
app/models/chat/chat_message_output_model.py (2)
  • OutputRole (6-9)
  • to_dict (22-23)
app/models/gpt_function_output_model.py (3)
  • GPTFunctionOutput (11-23)
  • OutputStatus (6-8)
  • to_dict (22-23)
app/models/handler_config_model.py (1)
  • HandlerConfigModel (4-6)
app/models/handler_response_model.py (3)
  • HandlerResponse (14-22)
  • HandlerResponseStatus (9-11)
  • to_dict (19-22)
app/models/redis_messages_model.py (2)
  • RedisMessages (9-29)
  • to_dict (23-29)
app/redis_services/redis_methods.py (2)
  • get_assistant_part_id (217-227)
  • get_conversation_metadata (192-200)
app/handlers/out_of_scope/out_of_scope_handler.py (2)
  • process_tool_calls (100-128)
  • handle_tool_call (130-194)
🪛 checkmake (0.2.2)
Makefile

[warning] 1-1: Missing required phony target "all"

(minphony)


[warning] 1-1: Missing required phony target "clean"

(minphony)


[warning] 1-1: Missing required phony target "test"

(minphony)

🪛 Ruff (0.14.2)
app/helpers/gpt_helper.py

80-82: Avoid specifying long messages outside the exception class

(TRY003)

app/api/external/gpt_clients/openai/openai_client.py

92-92: Consider moving this statement to an else block

(TRY300)


93-93: Do not catch blind exception: Exception

(BLE001)

app/services/history/history_events.py

49-49: Do not catch blind exception: Exception

(BLE001)

app/handlers/domains/domain_handler.py

68-68: Local variable e is assigned to but never used

Remove assignment to unused variable e

(F841)

🔇 Additional comments (1)
Makefile (1)

1-18: Solid Docker-native workflow design.

The Makefile structure is clean and well-organized:

  • Modern docker compose CLI (instead of deprecated docker-compose)
  • Clear comments for each target
  • Sensible target dependencies via setup: up migrate
  • Detached mode (-d) allows developers to retain terminal control

Once the PHONY issue is fixed, this is ready.

…utError and asyncio.TimeoutError for async DB fetch timeouts fix: robustly check type before .get call on GPT response dict in support handoff fix: validate domain_name and prompt user if missing in domain_transfer_in fix: move raise inside except to preserve exception context in get_response
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Actionable comments posted: 6

🧹 Nitpick comments (2)
.env.example (1)

1-9: Minor: Quote inconsistency on OPENAI_API_KEY.

Line 5 wraps the API key in double quotes ("sk-xxx") while all other values are unquoted. Most .env parsers handle this correctly, but consider removing the quotes for consistency and to avoid subtle parsing edge cases:

-OPENAI_API_KEY="sk-xxx"    # Your OpenAI key if needed
+OPENAI_API_KEY=sk-xxx    # Your OpenAI key if needed
Makefile (1)

14-15: Verify that migrate target assumes preceding up.

The migrate target runs docker compose exec web alembic upgrade head, which implicitly requires the web container to be running. While the setup target explicitly declares the up dependency, standalone invocation of make migrate will fail if the container isn't running.

This is acceptable design (especially since setup chains them correctly for first-time onboarding), but consider adding a brief comment or guard clause if developers might run migrate independently.

📜 Review details

Configuration used: CodeRabbit UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 9584a7c and f8d31e4.

📒 Files selected for processing (6)
  • .env.example (1 hunks)
  • Makefile (1 hunks)
  • app/api/external/gpt_clients/openai/openai_client.py (7 hunks)
  • app/handlers/domains/functions/domain_transfer_in.py (2 hunks)
  • app/router/support_handoff_decider.py (3 hunks)
  • app/services/history/history_events.py (1 hunks)
🧰 Additional context used
🧬 Code graph analysis (4)
app/services/history/history_events.py (4)
app/models/history/events_output_model.py (1)
  • DatabaseEventTable (7-22)
app/models/history/history_response_model.py (3)
  • HistoryAPIResponse (13-28)
  • HistoryResponseStatusCode (8-10)
  • convert_to_error_response (24-28)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/database/database_calls.py (1)
  • get_events_by_conversation_id (157-164)
app/router/support_handoff_decider.py (7)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTResponseFormat (24-26)
  • GPTRole (18-21)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_client.py (1)
  • OpenAIChat (41-170)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/helpers/custom_exceptions.py (1)
  • InvalidGPTResponseException (1-2)
app/helpers/gpt_helper.py (2)
  • decode_json_string (18-23)
  • get_conversation_history_with_system_prompt (26-41)
app/router/gpt_router_prompts.py (2)
  • get_handoff_message_prompt (62-75)
  • get_is_handoff_needed_prompt (49-59)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/handlers/domains/functions/domain_transfer_in.py (3)
app/models/gpt_function_output_model.py (2)
  • GPTFunctionOutput (11-23)
  • OutputStatus (6-8)
app/models/gpt_function_param_model.py (1)
  • DefaultGPTFunctionParams (4-6)
app/utils/function_decorator.py (1)
  • meta (1-8)
app/api/external/gpt_clients/openai/openai_client.py (6)
app/api/external/gpt_clients/cost_calculation_helpers.py (1)
  • calculate_openai_cost (1-9)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTChatbotNames (41-43)
  • GPTResponseFormat (24-26)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_enums.py (1)
  • OpenAIModel (4-8)
app/helpers/conversation.py (1)
  • filter_out_system_messages (22-24)
app/helpers/gpt_helper.py (1)
  • return_temperature_float_value (74-82)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
🪛 checkmake (0.2.2)
Makefile

[warning] 1-1: Missing required phony target "all"

(minphony)


[warning] 1-1: Missing required phony target "clean"

(minphony)


[warning] 1-1: Missing required phony target "test"

(minphony)

🪛 Ruff (0.14.2)
app/services/history/history_events.py

27-27: Undefined name logging

(F821)


51-51: Do not catch blind exception: Exception

(BLE001)

app/router/support_handoff_decider.py

73-75: Avoid specifying long messages outside the exception class

(TRY003)

app/handlers/domains/functions/domain_transfer_in.py

22-22: PEP 484 prohibits implicit Optional

Convert to T | None

(RUF013)

app/api/external/gpt_clients/openai/openai_client.py

92-92: Consider moving this statement to an else block

(TRY300)

🔇 Additional comments (17)
.env.example (1)

8-9: ✅ Previous critical issue resolved.

The prior review flagged missing APP_ENV and REDIS_PORT environment variables. Both are now correctly added (lines 8–9) with appropriate development values. The environment example is now complete and aligns with Docker Compose onboarding goals.

Makefile (1)

1-7: LGTM! .PHONY declaration now correctly includes down, and the up target uses modern docker compose syntax with detached mode.

The modernization from docker-compose -f docker-compose.yml up --build to docker compose up --build -d is cleaner and the -d flag aligns well with the dev workflow.

app/handlers/domains/functions/domain_transfer_in.py (2)

1-3: LGTM! Absolute imports aligned with PR objectives.

The refactor to absolute app.* namespaces improves consistency across environments and aligns with the PR's import standardization goal.


33-38: Message formatting improved for readability.

The explicit newline formatting makes the multi-step instructions clearer and easier to maintain.

app/services/history/history_events.py (3)

1-14: Import refactoring looks good, but logging module is missing.

The absolute app.* import style is consistent with the PR objectives. However, the logging module is not imported but is referenced on line 27 (logging.ERROR).


65-72: LGTM: Not-found handling is correct.

The empty result check appropriately returns a 404 status with a clear error message when the conversation ID is not found.


74-78: LGTM: Success path implementation is clean.

The event parsing using DatabaseEventTable list comprehension is concise and correct. The model's field validator will handle payload JSON parsing automatically.

app/router/support_handoff_decider.py (5)

3-25: LGTM!

The migration to absolute app.* imports is consistent with the PR's objectives for better maintainability and cross-environment consistency.


31-43: LGTM!

The multiline formatting improves readability, and the explicit GPT parameters (team_name, model, response_format, temperature) provide better control and reproducibility.


45-65: LGTM!

The response validation and JSON decoding logic is sound, with appropriate error handling and contextual logging.


80-96: LGTM!

The type normalization logic (int/str to bool conversion) and final boolean validation are well-implemented with appropriate error handling.


99-118: LGTM!

The handoff message generation logic is clean and includes proper error handling with contextual logging.

app/api/external/gpt_clients/openai/openai_client.py (5)

1-38: LGTM!

The migration to absolute imports, introduction of public constants (TIMEOUT_SECONDS, DEFAULT_MAX_TOKENS), and fail-fast API key validation with a custom MissingAPIKeyError are all solid improvements for maintainability and developer experience.


41-61: LGTM!

The method signature formatting is clean, and the entry logging correctly uses logging.INFO constant without unnecessary str() conversions on optional parameters.


62-92: LGTM!

The OpenAI API call is properly configured, cost calculation is clear, and the comprehensive metrics logging with safe .get() access for retry statistics is well-implemented.


93-108: LGTM!

The exception handling is now correct with the raise properly indented inside the except block, ensuring the original exception is propagated after logging. The comprehensive error logging includes all relevant context.


109-170: LGTM!

The get_response_with_tools method mirrors the solid structure of get_response, with clean formatting, comprehensive metrics logging, safe retry statistics access, and proper exception handling.

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Actionable comments posted: 1

🧹 Nitpick comments (2)
app/router/support_handoff_decider.py (2)

67-78: Previous issues resolved; consider logging consistency.

Both critical issues from previous reviews have been properly addressed:

  • ✅ Dict type validation added before .get() call
  • ✅ Default value changed from {} to False

Minor suggestion: Lines 68-72 omit conversation_id and user_id from the log context, while other error paths (lines 46-51, 58-64, 87-93) include them. Adding these fields would improve debugging consistency.

Consider this adjustment:

     if not isinstance(decoded_handoff_boolean, dict):
         logger.log(
             f"Support handoff: Expected dict but got {type(decoded_handoff_boolean).__name__}",
+            conversation_id=conversation_id,
+            user_id=user_id,
             level=logging.ERROR,
             payload=decoded_handoff_boolean,
         )

73-75: Optional: Extract exception message per TRY003.

Static analysis suggests defining longer exception messages as constants rather than inline strings. This is a style preference that can improve consistency if you have multiple similar exceptions.

Example approach:

# At module level or in custom_exceptions.py
INVALID_JSON_DICT_MSG = "GPT response was not valid JSON dict for is_seeking_human_assistance."

# Then use:
raise InvalidGPTResponseException(INVALID_JSON_DICT_MSG)
📜 Review details

Configuration used: CodeRabbit UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between f8d31e4 and 353c4d1.

📒 Files selected for processing (4)
  • app/handlers/domains/functions/domain_transfer_in.py (2 hunks)
  • app/router/support_handoff_decider.py (3 hunks)
  • app/services/history/history_events.py (1 hunks)
  • app/services/history/history_messages.py (1 hunks)
🧰 Additional context used
🧬 Code graph analysis (4)
app/services/history/history_messages.py (4)
app/models/history/history_response_model.py (3)
  • HistoryAPIResponse (13-28)
  • HistoryResponseStatusCode (8-10)
  • convert_to_error_response (24-28)
app/models/history/messages_output_model.py (1)
  • DatabaseHistoryTable (6-13)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/database/database_calls.py (1)
  • get_history_by_conversation_id (166-173)
app/handlers/domains/functions/domain_transfer_in.py (3)
app/models/gpt_function_output_model.py (2)
  • GPTFunctionOutput (11-23)
  • OutputStatus (6-8)
app/models/gpt_function_param_model.py (1)
  • DefaultGPTFunctionParams (4-6)
app/utils/function_decorator.py (1)
  • meta (1-8)
app/router/support_handoff_decider.py (6)
app/api/external/gpt_clients/gpt_enums.py (5)
  • GPTActionNames (29-34)
  • GPTResponseFormat (24-26)
  • GPTRole (18-21)
  • GPTTeamNames (37-38)
  • GPTTemperature (4-15)
app/api/external/gpt_clients/openai/openai_client.py (1)
  • OpenAIChat (41-170)
app/helpers/custom_exceptions.py (1)
  • InvalidGPTResponseException (1-2)
app/helpers/gpt_helper.py (2)
  • decode_json_string (18-23)
  • get_conversation_history_with_system_prompt (26-41)
app/router/gpt_router_prompts.py (2)
  • get_handoff_message_prompt (62-75)
  • get_is_handoff_needed_prompt (49-59)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/services/history/history_events.py (4)
app/models/history/events_output_model.py (1)
  • DatabaseEventTable (7-22)
app/models/history/history_response_model.py (3)
  • HistoryAPIResponse (13-28)
  • HistoryResponseStatusCode (8-10)
  • convert_to_error_response (24-28)
app/utils/logger/logger.py (2)
  • Logger (6-46)
  • log (31-46)
app/database/database_calls.py (1)
  • get_events_by_conversation_id (157-164)
🪛 Ruff (0.14.2)
app/router/support_handoff_decider.py

73-75: Avoid specifying long messages outside the exception class

(TRY003)

app/services/history/history_events.py

53-53: Do not catch blind exception: Exception

(BLE001)

🔇 Additional comments (5)
app/handlers/domains/functions/domain_transfer_in.py (3)

1-3: LGTM! Absolute imports improve clarity.

The refactoring from relative to absolute app.* imports aligns with the PR objectives and eliminates potential import ambiguity across different environments.


21-28: Excellent! All previous issues properly resolved.

The function signature and input validation now correctly address all prior review concerns:

  • ✅ Type annotation uses explicit str | None = None (PEP 484 compliant)
  • ✅ Missing domain_name is handled with an early guard that prompts the user
  • ✅ Uses OutputStatus.SUCCESS (which exists) instead of the non-existent FAILURE status

The validation message is clear and maintains a helpful conversational tone with the user.


14-16: LGTM! Formatting adjustments improve readability.

The text formatting changes maintain semantic consistency while improving code layout. No functional impact.

Also applies to: 33-38

app/router/support_handoff_decider.py (2)

3-25: LGTM: Clean absolute import refactoring.

The migration to fully qualified app.* namespaces aligns with the PR's goal of consistent imports across environments.


36-43: LGTM: Explicit parameters improve clarity.

Making the OpenAI call parameters explicit (team_name, model, response_format, temperature) enhances readability and makes the behavior more predictable.

Comment on lines +28 to +32
logger.log(
"Failed fetching messages from database",
conversation_id=conversation_id,
payload=exception,
)
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⚠️ Potential issue | 🟠 Major

Log database failures at ERROR level.

Logger.log defaults to INFO; without overriding the level these DB failures will be logged as informational, which hides real outages and breaks alerting. Import logging and pass level=logging.ERROR so these cases are surfaced correctly.

+import logging
 from asyncpg import ForeignKeyViolationError, PostgresError, UniqueViolationError
@@
-        logger.log(
-            "Failed fetching messages from database",
-            conversation_id=conversation_id,
-            payload=exception,
-        )
+        logger.log(
+            "Failed fetching messages from database",
+            level=logging.ERROR,
+            conversation_id=conversation_id,
+            payload=exception,
+        )
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
logger.log(
"Failed fetching messages from database",
conversation_id=conversation_id,
payload=exception,
)
logger.log(
"Failed fetching messages from database",
level=logging.ERROR,
conversation_id=conversation_id,
payload=exception,
)
🤖 Prompt for AI Agents
In app/services/history/history_messages.py around lines 28 to 32, the database
failure is being logged with logger.log which defaults to INFO; update the call
to log this failure at ERROR level by importing the logging module and passing
level=logging.ERROR (or use logger.error with the same message, conversation_id
and payload) so the failure is recorded at the correct severity for alerting.

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