Closed blazickjp closed 6 months ago
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PR Description updated to latest commit (https://github.com/blazickjp/GPT-CodeApp/commit/e859636d92477c4bf4339d7882a10978e3693511)
โฑ๏ธ Estimated effort to review [1-5] | 3, because the PR includes a significant amount of changes across multiple files, involving both backend and frontend components. The changes include updates to AI models, introduction of new system prompts, and adjustments to logging and temperature settings, which require careful review to ensure they integrate well without introducing bugs or performance issues. |
๐งช Relevant tests | No |
๐ Possible issues | Possible Bug: The method `set_files_in_prompt` in `SystemPromptHandler` might not handle the `anth` parameter correctly if it's not explicitly set to `True` or `False`, as the method's behavior significantly changes based on this flag. |
Performance Concern: The new system prompt `DEFAULT_SYSTEM_PROMPT_V2` includes a lot of static text and structured commands which might not be optimized for frequent updates or modifications, potentially leading to maintenance challenges. | |
๐ Security concerns | No |
relevant file | backend/agent/coding_agent.py |
suggestion | Consider adding a check for `self.GPT_MODEL` in the `call_model_streaming` method to ensure it's not `None` before proceeding with operations. This can prevent potential runtime errors if the model is not set. [important] |
relevant line | if self.GPT_MODEL.startswith("gpt") or self.GPT_MODEL is None: |
relevant file | backend/agent/agent_prompts.py |
suggestion | For the new `DEFAULT_SYSTEM_PROMPT_V2`, consider breaking down the static content into smaller, reusable components or templates that can be dynamically assembled. This approach can improve maintainability and flexibility of prompt modifications. [important] |
relevant line | DEFAULT_SYSTEM_PROMPT_V2 = """ |
relevant file | backend/app_setup.py |
suggestion | Refactor the `StreamToLogger` class to handle potential recursive calls to `write` more gracefully by using a reentrant lock instead of a boolean flag. This can prevent issues where logging inside a logging call might skip certain log messages. [medium] |
relevant line | if not self._is_logging: |
relevant file | frontend/components/DirectorySelectOption.js |
suggestion | Implement error handling in the UI, such as displaying a notification to the user when the temperature update fails. This improves user experience by providing feedback on the success or failure of their actions. [medium] |
relevant line | console.error('Error updating temperature setting:', error); |
Category | Suggestions |
Maintainability |
Refactor the long string into smaller functions to improve code maintainability.___ **TheDEFAULT_SYSTEM_PROMPT_V2 string is very long and contains multiple responsibilities and information. It would be beneficial to split this into smaller, more manageable components or functions, each handling a specific aspect of the prompt setup. This would improve readability and maintainability.** [backend/agent/agent_prompts.py [44-89]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-a2db0403ffba97946298786bd3e5a169208bc14b5fe15771a0d1b5a6856bed25R44-R89) ```diff -DEFAULT_SYSTEM_PROMPT_V2 = """ -## ๐ค Code Assistant ๐ค -... -**Let's start coding!** ๐ -""" +def get_intro(): + return """ + ## ๐ค Code Assistant ๐ค + ... + """ +def get_examples(): + return """ + Examples: + ... + """ + +DEFAULT_SYSTEM_PROMPT_V2 = get_intro() + get_examples() + "**Let's start coding!** ๐" + ``` |
Bug |
Add explicit handling for when
___
**The |
Enhancement |
Simplify the logging mechanism in
___
**The |
Add error handling to the anthropic model branch to manage exceptions gracefully.___ **Thecall_model_streaming method has a branch for handling an "anthropic" model, but it lacks a clear exception or error handling if the generate_anthropic_prompt method fails. It would be beneficial to add error handling to manage exceptions more gracefully.** [backend/agent/coding_agent.py [316-319]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-3a108924ad95c23ef1f3590e7e22a26b554f6499b73461abf2796a794a7d75ddR316-R319) ```diff elif self.GPT_MODEL == "anthropic": print("Calling anthropic") try: print(self.generate_anthropic_prompt()) + except Exception as e: + print(f"Error generating anthropic prompt: {e}") ``` | |
Improve error handling in the database connection function to manage connection failures.___ **Thecreate_database_connection function attempts to connect to a SQLite database but does not handle potential exceptions that could arise during connection, such as sqlite3.OperationalError . Adding a try-except block would make the function more robust by handling these exceptions.** [backend/app_setup.py [88-89]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-08a9fede4f022b5ec42166f359a5df1642cf0018105ebaa995ac11446c1e2725R88-R89) ```diff def create_database_connection() -> sqlite3.Connection: try: return sqlite3.connect("my_database.db") + except sqlite3.OperationalError as e: + print(f"Failed to connect to database: {e}") + return None ``` | |
Add error handling for database operations to improve application robustness.___ **Add error handling for potential failures when adding messages to the database to ensurethe application handles exceptions gracefully.** [backend/main.py [160-176]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-df5184bf1f67239fcedd4578cd15b7c94f3f765feabd09c5f20b5831bca33903R160-R176) ```diff -self.cur.execute( - f""" - INSERT INTO {self.memory_table_name} - (interaction_index, role, content, content_tokens, summarized_message, summarized_message_tokens, project_directory, is_function_call, system_prompt) - VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?); - """, - ( - timestamp, - role, - content, - message_tokens, - summary, - summary_tokens, - self.project_directory, - is_function_call, - system_prompt, - ), -) +try: + self.cur.execute( + f""" + INSERT INTO {self.memory_table_name} + (interaction_index, role, content, content_tokens, summarized_message, summarized_message_tokens, project_directory, is_function_call, system_prompt) + VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?); + """, + ( + timestamp, + role, + content, + message_tokens, + summary, + summary_tokens, + self.project_directory, + is_function_call, + system_prompt, + ), + ) +except Exception as e: + logging.error(f"Failed to insert message into database: {str(e)}") ``` | |
Improve the robustness of string concatenation in system prompt construction.___ **Replace the direct string concatenation with a more robust and error-free method usingstr.join() . This will ensure that the system prompt is constructed correctly even if some parts are missing or None .**
[backend/memory/system_prompt_handler.py [63-70]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-19926b4d84af3e8cc2821482ce161659fa2329ca092bc3b72f2a9c1802f4068aR63-R70)
```diff
-self.system = (
- self.identity
- + "\n\n"
- + "The following information is intended to aid in your responses to the User\n\n"
- + "The project directory is setup as follows:\n"
-)
-self.system += self.tree + "\n\n" if self.tree else ""
+parts = [
+ self.identity,
+ "\n\nThe following information is intended to aid in your responses to the User\n\n",
+ "The project directory is setup as follows:\n",
+ self.tree + "\n\n" if self.tree else ""
+]
+self.system = "".join(filter(None, parts))
```
| |
Replace subprocess with GitPython for executing git commands.___ **Avoid using subprocess to run git commands directly. Instead, use a library like GitPythonfor better error handling and integration.** [backend/memory/system_prompt_handler.py [173-176]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-19926b4d84af3e8cc2821482ce161659fa2329ca092bc3b72f2a9c1802f4068aR173-R176) ```diff -command = ["git", "-C", repo_path, "diff", "release..main"] -return subprocess.run( - command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True -) +from git import Repo +repo = Repo(repo_path) +diff = repo.git.diff('release..main') +return diff ``` | |
Simplify mocking by using
___
**Instead of using | |
Add a test case to verify the correctness of token counting.___ **Consider adding a test case to verify the output ofget_total_tokens_in_message function to ensure its correctness.** [backend/tests/test_memory_manager.py [21]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-49299b207fb65ca7da2c4ecb6c8c8670ffdaea38cf7e7f09b82ee241e4a072dbR21-R21) ```diff tokens = self.memory_manager.get_total_tokens_in_message(message) +self.assertEqual(tokens, expected_tokens_count) # expected_tokens_count needs to be defined based on the expected outcome ``` | |
Best practice |
Replace
___
**Replace the use of |
Improve error handling by catching specific exceptions.___ **Handle exceptions more specifically rather than catching all exceptions. This will help inidentifying the exact issue and handling it appropriately.** [backend/memory/system_prompt_handler.py [160-163]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-19926b4d84af3e8cc2821482ce161659fa2329ca092bc3b72f2a9c1802f4068aR160-R163) ```diff +except sqlite3.DatabaseError as db_err: + logger.error(f"Database error occurred: {db_err}") + raise except Exception as e: - logger.error(f"Failed to create table: {e}") - logger.error(f"{e.traceback}") + logger.error(f"An unexpected error occurred: {e}") raise ``` | |
Improve test assertions for better error reporting.___ **Consider usingassertEqual instead of assert for comparing lists in tests to get more detailed error messages if the test fails.** [backend/tests/test_memory_manager.py [37]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-49299b207fb65ca7da2c4ecb6c8c8670ffdaea38cf7e7f09b82ee241e4a072dbR37-R37) ```diff -assert messages[1:] == [ +self.assertEqual(messages[1:], [ { "role": "user", "content": "user_message", ``` | |
Ensure the variable
___
**It's recommended to use | |
Possible issue |
Ensure the
___
**Ensure that the |
Add a check to ensure the list has enough elements before accessing by index.___ **To avoid potential issues with index out of range, add a check to ensuremessages list has the expected number of elements before accessing by index.** [backend/tests/test_memory_manager.py [37]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-49299b207fb65ca7da2c4ecb6c8c8670ffdaea38cf7e7f09b82ee241e4a072dbR37-R37) ```diff +self.assertTrue(len(messages) > 1) assert messages[1:] == [ { "role": "user", "content": "user_message", ``` | |
Security |
Implement validation and error handling for temperature settings to enhance security.___ **Use a more secure method to handle the temperature setting to prevent potential securityrisks such as injection or unauthorized access.** [backend/main.py [361-369]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-df5184bf1f67239fcedd4578cd15b7c94f3f765feabd09c5f20b5831bca33903R361-R369) ```diff temperature = input.get("temperature") if temperature is not None: - AGENT.temperature = temperature - logging.info(f"Setting system temperature to: {temperature}") - return JSONResponse( - status_code=200, content={"message": "Temperature set successfully"} - ) + try: + # Validate and possibly convert temperature to a safe format + safe_temperature = float(temperature) # Example of type casting for validation + AGENT.temperature = safe_temperature + logging.info(f"Setting system temperature to: {safe_temperature}") + return JSONResponse( + status_code=200, content={"message": "Temperature set successfully"} + ) + except ValueError: + return JSONResponse( + status_code=400, content={"error": "Invalid temperature value"} + ) ``` |
Enhance security by using parameterized SQL queries.___ **Use parameterized queries to prevent SQL injection vulnerabilities. Replace direct stringinsertion into SQL queries with placeholders and parameter passing.** [backend/memory/system_prompt_handler.py [82-86]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-19926b4d84af3e8cc2821482ce161659fa2329ca092bc3b72f2a9c1802f4068aR82-R86) ```diff -self.cur.execute("DELETE FROM system_prompt") +self.cur.execute("DELETE FROM system_prompt WHERE role = ?", ("system",)) self.cur.execute( "INSERT INTO system_prompt (role, content) VALUES (?, ?)", ("system", self.system), ) ``` | |
Performance |
Optimize JSON serialization for better performance in streaming contexts.___ **Replace the use ofjson.dumps with a more efficient method or library that can handle streaming JSON data more effectively, especially in high-load environments.** [backend/main.py [55]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-df5184bf1f67239fcedd4578cd15b7c94f3f765feabd09c5f20b5831bca33903R55-R55) ```diff -yield json.dumps({"id": id, "content": content}) + "@@" +yield orjson.dumps({"id": id, "content": content}).decode("utf-8") + "@@" ``` |
Optimize SQL query and list comprehension for retrieving system prompts.___ **Refactor the method to use list comprehensions for building the list of prompts, which canenhance readability and performance.** [backend/memory/system_prompt_handler.py [185-195]](https://github.com/blazickjp/GPT-CodeApp/pull/34/files#diff-19926b4d84af3e8cc2821482ce161659fa2329ca092bc3b72f2a9c1802f4068aR185-R195) ```diff -self.cur.execute("SELECT * FROM system_prompts") +self.cur.execute("SELECT id, prompt, created_at, updated_at FROM system_prompts") return [ - { - "id": prompt[0], - "name": prompt[0], - "prompt": prompt[1], - "created_at": prompt[2], - "updated_at": prompt[3], - } - for prompt in self.cur.fetchall() + {"id": id, "name": id, "prompt": prompt, "created_at": created_at, "updated_at": updated_at} + for id, prompt, created_at, updated_at in self.cur.fetchall() ] ``` |
User description
/describe
Type
enhancement, bug_fix
Description
DEFAULT_SYSTEM_PROMPT_V2
for enhanced logical reasoning tasks.gpt-4-turbo
and adjusted the temperature setting for more deterministic outputs./set_temperature
for dynamic temperature adjustments.MemoryManager
andSystemPromptHandler
for improved efficiency and functionality.Changes walkthrough
7 files
agent_prompts.py
Introduce New System Prompt and Refine Existing Prompt
backend/agent/agent_prompts.py
DEFAULT_SYSTEM_PROMPT_V2
with detailedinstructions and examples for logical reasoning tasks.
DEFAULT_SYSTEM_PROMPT
to include a morestructured and detailed guide for code integration tasks.
coding_agent.py
Update AI Model and Refine Streaming Method
backend/agent/coding_agent.py
gpt-4-0125-preview
togpt-4-turbo
.deterministic outputs.
call_model_streaming
method by removing unnecessaryprint statements and handling different model types more cleanly.
main.py
Add Temperature Setting Endpoint and Enhance Logging
backend/main.py
/set_temperature
to adjust system temperaturesettings.
memory_manager.py
Refactor MemoryManager for Improved Efficiency
backend/memory/memory_manager.py
MemoryManager
class, removing unused methods andstreamlining the message handling.
system_prompt_handler.py
Refactor SystemPromptHandler for Better Prompt Management
backend/memory/system_prompt_handler.py
SystemPromptHandler
to manage system prompts moreeffectively, including CRUD operations and diff generation from the
main branch.
working_context.py
Implement WorkingContext for User Profile Management
backend/memory/working_context.py
WorkingContext
to manage user profiles andrelations using RDF and SPARQL.
DirectorySelectOption.js
Add Frontend Support for Temperature Adjustment
frontend/components/DirectorySelectOption.js
endpoint.
1 files
app_setup.py
Integrate New System Prompt and Adjust Logging Level
backend/app_setup.py
DEFAULT_SYSTEM_PROMPT_V2
into the app setup.1 files
my_codebase.py
Clean-up Database Codebase Access Method
backend/database/my_codebase.py
tree
method, removing unnecessary printstatements.