get summary from repo

app.py

@@ -1,22 +1,35 @@
-from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
 import datetime
-import requests
+from dataclasses import dataclass
+
 import pytz
 import yaml
-from tools.final_answer import FinalAnswerTool
+from gitingest import ingest
+from smolagents import CodeAgent, HfApiModel, load_tool, tool
 
 from Gradio_UI import GradioUI
+from tools.final_answer import FinalAnswerTool
+
+
+@dataclass
+class RepoData:
+    summary: str
+    tree: str
+    content: str
+
 
 # Below is an example of a tool that does nothing. Amaze us with your creativity !
 @tool
-def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
-    #Keep this format for the description / args / args description but feel free to modify the tool
-    """A tool that does nothing yet 
+def git_github_repo_summary(user: str, repo: str) -> str:
+    """A tool that does nothing yet
     Args:
-        arg1: the first argument
-        arg2: the second argument
+        user: the user of the github repository
+        repo: the name of the repository
+    Returns:
+        summary: a string with a summary of the github repository repo of user
     """
-    return "What magic will you build ?"
+    summary, tree, content = ingest(f"https://github.com/{user}/{repo}")
+    return summary
+
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
@@ -37,33 +50,33 @@ def get_current_time_in_timezone(timezone: str) -> str:
 final_answer = FinalAnswerTool()
 
 # If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
-# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 
+# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
 
 model = HfApiModel(
-max_tokens=2096,
-temperature=0.5,
-model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
-custom_role_conversions=None,
+    max_tokens=2096,
+    temperature=0.5,
+    model_id="Qwen/Qwen2.5-Coder-32B-Instruct",  # it is possible that this model may be overloaded
+    custom_role_conversions=None,
 )
 
 
 # Import tool from Hub
 image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
 
-with open("prompts.yaml", 'r') as stream:
+with open("prompts.yaml", "r") as stream:
     prompt_templates = yaml.safe_load(stream)
-    
+
 agent = CodeAgent(
     model=model,
-    tools=[final_answer], ## add your tools here (don't remove final answer)
+    tools=[final_answer],  ## add your tools here (don't remove final answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,
     planning_interval=None,
     name=None,
     description=None,
-    prompt_templates=prompt_templates
+    prompt_templates=prompt_templates,
 )
 
 
-GradioUI(agent).launch()
+GradioUI(agent).launch()

requirements.txt

@@ -3,3 +3,4 @@ smolagents
 requests
 duckduckgo_search
 pandas
+gitingest