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notes:
01 - when loading a doc im creating a new instance of rl instead of using the same rl, you might want to check this to make sure its correct. 05 - cannot get the LLM to run with the semantic router 07 - compatibility issues with the encoder, also think the dependency semantic_router[vision] needs updating
PR Type
Enhancement, Documentation
Description
Updated dependencies to use semantic-router==0.1.0.dev3 across multiple notebooks.
Replaced RouteLayer with SemanticRouter for improved functionality.
Enhanced logging and warnings for better debugging and user feedback.
Adjusted execution counts and outputs in Jupyter notebooks for consistency.
Changes walkthrough 📝
Relevant files
Enhancement
02-dynamic-routes.ipynb
Refactored dynamic routes notebook with updated dependencies
docs/02-dynamic-routes.ipynb
Updated semantic-router version to 0.1.0.dev3.
Replaced RouteLayer with SemanticRouter.
Adjusted execution counts and outputs for consistency.
Enhanced logging with warnings and HTTP request details.
notes:
01 - when loading a doc im creating a new instance of rl instead of using the same rl, you might want to check this to make sure its correct.
05 - cannot get the LLM to run with the semantic router
07 - compatibility issues with the encoder, also think the dependency semantic_router[vision] needs updating
The code introduces a DeprecationWarning related to the use of datetime.datetime.utcnow(). This method is deprecated and scheduled for removal in a future version. It is recommended to use timezone-aware objects like datetime.datetime.now(datetime.UTC) instead.
"C:\\Users\\Joshu\\AppData\\Local\\Temp\\ipykernel_13320\\3683005204.py:28: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
" now_utc = datetime.utcnow().replace(tzinfo=ZoneInfo(\"UTC\"))\n"
The updated code shows a significant decrease in performance for generating embeddings and training speeds compared to the previous implementation. This should be reviewed to ensure it does not negatively impact the overall system performance.
The code introduces warnings related to missing index configurations and local index writing. These warnings should be addressed to ensure proper logging and configuration management.
"2025-01-06 12:04:38 - semantic_router.utils.logger - WARNING - base.py:356 - _get_index() - No index provided. Using default LocalIndex.\n",
"2025-01-06 12:04:38 - semantic_router.utils.logger - WARNING - local.py:148 - _write_config() - No config is written for LocalIndex.\n"
Resolve the DeprecationWarning for datetime.datetime.utcnow() by using timezone-aware objects
Address the DeprecationWarning for datetime.datetime.utcnow() by switching to timezone-aware objects to ensure future compatibility and avoid unexpected behavior.
Why: The suggestion effectively addresses a DeprecationWarning by switching to timezone-aware objects, ensuring future compatibility and avoiding potential runtime issues. This is a significant improvement to the code's robustness.
9
Security
Ensure sensitive data in HTTP request logs is redacted to maintain security and privacy
Review the handling of HTTP requests logged by httpx to ensure sensitive data is not inadvertently exposed in logs, especially in production environments.
-"2025-01-06 12:13:03 - httpx - INFO - _client.py:1025 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\"\n",+"2025-01-06 12:13:03 - httpx - INFO - _client.py:1025 - _send_single_request() - HTTP Request: POST https://api.openai.com/v1/embeddings \"HTTP/1.1 200 OK\" (redacted sensitive data)\n",
Suggestion importance[1-10]: 9
Why: Redacting sensitive data in HTTP request logs is a critical security measure, especially in production environments. The suggestion is highly relevant and improves the security of the application.
9
General
Address the missing IProgress warning by ensuring required dependencies are installed
Handle the warning about missing IProgress by ensuring the required jupyter and ipywidgets dependencies are installed to avoid user confusion or degraded functionality.
-"c:\\Users\\Joshu\\OneDrive\\Documents\\Aurelio\\agents-course\\07-pratical-ai\\.venv\\Lib\\site-packages\\tqdm\\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n"+"!pip install -qU jupyter ipywidgets"
Suggestion importance[1-10]: 8
Why: The suggestion effectively addresses a warning about missing IProgress by ensuring the installation of required dependencies (jupyter and ipywidgets). This improves user experience and avoids potential confusion or degraded functionality.
8
Verify compatibility and stability of the updated dependency version to prevent potential runtime conflicts
Ensure that the new dependency version semantic-router==0.1.0.dev3 is stable and compatible with the other dependencies, especially langchain==0.0.352 and openai>=1.6.1, to avoid runtime issues.
Why: The suggestion to ensure compatibility of the new dependency version is valid and important to prevent runtime issues. However, the improved code changes the version to a stable release without verifying if this is the intended version, which could lead to unintended consequences.
7
Verify the new auto_sync="local" parameter to ensure it functions as intended without conflicts
Validate the new auto_sync="local" parameter in SemanticRouter initialization to ensure it does not introduce unexpected behavior or conflicts with other configurations.
-"rl = SemanticRouter(encoder=encoder, routes=routes, auto_sync=\"local\")"+"rl = SemanticRouter(encoder=encoder, routes=routes, auto_sync=\"local\") # Ensure 'local' sync works as expected"
Suggestion importance[1-10]: 6
Why: While the suggestion to validate the auto_sync="local" parameter is reasonable, it is not actionable as it only asks for verification. The improved_code adds a comment but does not provide any functional enhancement or validation mechanism.
6
Validate the correctness of updated route configurations and metadata to prevent runtime issues
Confirm that the updated route configurations and their metadata are correctly loaded and processed to avoid potential runtime errors or incorrect behavior.
-"rl.routes=[Route(name='politics', utterances=[\"isn't politics the best thing ever\", \"why don't you tell me about your political opinions\", \"don't you just love the presidentdon't you just hate the president\", \"they're going to destroy this country!\", 'they will save the country!'], description=None, function_schemas=None, llm=None, score_threshold=0.3, metadata={}), Route(name='chitchat', utterances=[\"how's the weather today?\", 'how are things going?', 'lovely weather today', 'the weather is horrendous', \"let's go to the chippy\"], description=None, function_schemas=None, llm=None, score_threshold=0.3, metadata={})]"+"rl.routes=[Route(name='politics', utterances=[...], metadata={}), Route(name='chitchat', utterances=[...], metadata={})] # Ensure routes are correctly processed"
Suggestion importance[1-10]: 6
Why: The suggestion highlights the importance of ensuring the correctness of updated route configurations and metadata. However, it is not actionable as it only asks for confirmation and adds a comment without implementing any validation or checks.
6
Verify the accuracy and consistency of updated outputs to avoid logical discrepancies in responses
Validate the correctness of the updated outputs and execution results to ensure they align with the intended functionality and do not introduce logical errors.
-" 'output': \"I don't do training sessions myself, but I can certainly guide you through workouts and provide advice. As for the cost, well, let's just say it's worth every penny!\"}"+" 'output': \"I don't do training sessions myself, but I can certainly guide you through workouts and provide advice. For training sessions, please refer to BigAI PT for accurate details.\"}"
Suggestion importance[1-10]: 6
Why: The suggestion to validate the correctness of updated outputs is reasonable and ensures logical consistency. However, the improved code introduces a change that may not align with the original intent, reducing its impact slightly.
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User description
notes:
01 - when loading a doc im creating a new instance of rl instead of using the same rl, you might want to check this to make sure its correct. 05 - cannot get the LLM to run with the semantic router 07 - compatibility issues with the encoder, also think the dependency semantic_router[vision] needs updating
PR Type
Enhancement, Documentation
Description
Updated dependencies to use
semantic-router==0.1.0.dev3across multiple notebooks.Replaced
RouteLayerwithSemanticRouterfor improved functionality.Enhanced logging and warnings for better debugging and user feedback.
Adjusted execution counts and outputs in Jupyter notebooks for consistency.
Changes walkthrough 📝
02-dynamic-routes.ipynb
Refactored dynamic routes notebook with updated dependenciesdocs/02-dynamic-routes.ipynb
semantic-routerversion to0.1.0.dev3.RouteLayerwithSemanticRouter.03-basic-langchain-agent.ipynb
Updated basic LangChain agent notebook dependencies and importsdocs/03-basic-langchain-agent.ipynb
semantic-routerversion to0.1.0.dev3.RouteLayerwithSemanticRouter.langchain_openai.08-async-dynamic-routes.ipynb
Refactored async dynamic routes notebook with updated dependenciesdocs/08-async-dynamic-routes.ipynb
semantic-routerversion to0.1.0.dev3.RouteLayerwithSemanticRouter.01-save-load-from-file.ipynb
Refactored save/load notebook with updated dependenciesdocs/01-save-load-from-file.ipynb
semantic-routerversion to0.1.0.dev3.RouteLayerwithSemanticRouter.06-threshold-optimization.ipynb
Updated threshold optimization notebook with improved accuracydocs/06-threshold-optimization.ipynb
semantic-routerversion to0.1.0.dev3.RouteLayerwithSemanticRouter.09-route-filter.ipynb
Refactored route filter notebook with updated dependenciesdocs/09-route-filter.ipynb
semantic-routerversion to0.1.0.dev3.RouteLayerwithSemanticRouter.