From 9554f7af2a9a7e62c3ecf64c74c0b2445a59261c Mon Sep 17 00:00:00 2001 From: S4NKALP Date: Fri, 30 Jan 2026 22:36:31 +0545 Subject: [PATCH] feat(devgen/providers): bump default Gemini model to gemini-2.5-flash and add retry handling for quota errors MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The update changes the default model, refactors imports, and implements robust retry logic with exponential back‑off and clearer error messages. This improves resilience and clarifies usage. New Features - Exponential back‑off retry on 429/quota exhausted responses. - Configurable max_retries and retry_delay parameters. Enhancements - Default model set to gemini-2.5-flash. - Improved error output with actionable troubleshooting steps. --- devgen/modules/commit_generator.py | 7 +- devgen/providers/gemini.py | 59 ++++- pyproject.toml | 2 +- requirements.txt | 2 +- uv.lock | 338 ++++++++--------------------- 5 files changed, 141 insertions(+), 267 deletions(-) diff --git a/devgen/modules/commit_generator.py b/devgen/modules/commit_generator.py index 2d4adbe..9883c16 100644 --- a/devgen/modules/commit_generator.py +++ b/devgen/modules/commit_generator.py @@ -466,10 +466,15 @@ class CommitEngine: groups = self.group_files(files) cache = self.load_cache() - for group, group_files in groups.items(): + for i, (group, group_files) in enumerate(groups.items()): try: if not self.process_group(group, group_files, cache): failed.append(group) + # Add a small delay between groups to respect RPM limits if not at the last group + if len(groups) > 1 and i < len(groups) - 1: + import time + + time.sleep(15) # Conservative 15s delay to stay within 4 RPM (Free Tier) except KeyboardInterrupt: self.logger.warning("\nOperation interrupted by user.") raise diff --git a/devgen/providers/gemini.py b/devgen/providers/gemini.py index 6c76a04..f712449 100644 --- a/devgen/providers/gemini.py +++ b/devgen/providers/gemini.py @@ -1,24 +1,59 @@ -import google.generativeai as genai +import time +from google import genai +from google.genai import types class GeminiProvider: """Generates content using Google's Gemini models.""" def generate( - self, prompt: str, api_key: str, model: str = "gemini-pro", **kwargs + self, prompt: str, api_key: str, model: str = "gemini-2.5-flash", **kwargs ) -> str: - """Generates a response using the Gemini API.""" + """Generates a response using the Gemini API. + + Default model is updated to gemini-2.5-flash which is the latest + recommended model. + """ if not api_key: raise ValueError("Gemini API key is required.") - genai.configure(api_key=api_key) + client = genai.Client(api_key=api_key) - # Handle model name mapping if needed, or trust user input - # gemini-pro is a common default + max_retries = kwargs.get("max_retries", 5) + base_delay = kwargs.get("retry_delay", 10) # 10 seconds base delay for 429 - try: - model_instance = genai.GenerativeModel(model) - response = model_instance.generate_content(prompt) - return response.text.strip() - except Exception as e: - raise RuntimeError(f"Gemini generation failed: {e}") + for attempt in range(max_retries + 1): + try: + response = client.models.generate_content( + model=model, + contents=prompt, + config=types.GenerateContentConfig( + temperature=kwargs.get("temperature", 0.7), + top_p=kwargs.get("top_p", 0.95), + top_k=kwargs.get("top_k", 40), + max_output_tokens=kwargs.get("max_output_tokens", 2048), + ), + ) + return response.text.strip() + except Exception as e: + error_msg = str(e).upper() + # Check for 429 or ResourceExhausted in common error formats + if any(x in error_msg for x in ["429", "RESOURCE_EXHAUSTED", "QUOTA_EXCEEDED", "THROTTLED"]): + if attempt < max_retries: + delay = base_delay * (2**attempt) + print( + f"\n[Gemini] Quota limit hit (429). This is often a temporary rate limit (RPM). " + f"Waiting {delay}s and retrying... (Attempt {attempt + 1}/{max_retries})" + ) + time.sleep(delay) + continue + else: + raise RuntimeError( + "Gemini API quota exhausted (429) after multiple retries.\n\n" + "POSSIBLE CAUSES:\n" + "1. Rate Limit (RPM/RPD): You are sending requests too fast for the Free Tier.\n" + "2. Daily Limit: You have reached the maximum free requests allowed for today (typically 1,500).\n" + "3. Credit/Billing: If on a paid plan, your credit may be exhausted.\n\n" + "Please check your usage metrics at: https://aistudio.google.com/app/usage" + ) from e + raise RuntimeError(f"Gemini generation failed: {e}") from e diff --git a/pyproject.toml b/pyproject.toml index ae25534..020613b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -26,7 +26,7 @@ classifiers = [ ] dependencies = [ "anthropic>=0.75.0", - "google-generativeai>=0.8.5", + "google-genai>=0.1.0", "jinja2>=3.1.6", "openai>=2.11.0", "pyyaml>=6.0.3", diff --git a/requirements.txt b/requirements.txt index 32bfd2b..dbea095 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,5 +1,5 @@ anthropic==0.76.0 -google-generativeai==0.8.6 +google-genai==0.1.0 jinja2==3.1.6 openai==2.15.0 pre-comit==4.5.0 diff --git a/uv.lock b/uv.lock index 7682a19..d10bc95 100644 --- a/uv.lock +++ b/uv.lock @@ -184,7 +184,7 @@ version = "0.2.4" source = { editable = "." } dependencies = [ { name = "anthropic" }, - { name = 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