Update app.py

app.py

@@ -1,34 +1,65 @@
-import streamlit as st
-from git import Repo
-from git_monitor import GitMonitor
-from huggingface_models import HuggingFaceModels
+from transformers import pipeline
+from huggingface_hub import hf_hub_url, cached_download, HfApi
 
-# Initialize GitHub and Hugging Face modules
-github_monitor = GitMonitor()
-huggingface_models = HuggingFaceModels()
+HF_TOKEN = os.environ.get("HF_TOKEN", None)
 
-# Title and sidebar
-st.title('GitHub-HF Monitor')
-st.sidebar('Select a repository')
+def generate_code_from_model(input_text):
+    """Generates code using the bigscience/T0_3B model."""
+    model_name = 'bigscience/T0_3B'  # Choose your model
+    generator = pipeline('text-generation', model=model_name)
+    model_type = {
+        "model_type": "compositional",
+        "task": "Develop a cybersecurity tool for detecting and mitigating supply-chain attacks",
+        "history": "",
+        "history_additions": [
+            "Set the task description to 'Develop a cybersecurity tool for detecting and mitigating supply-chain attacks'",
+            "Updated the task description to 'Identify common supply-chain attack techniques'",
+            "Completed the task: Identify common supply-chain attack techniques",
+            "Updated the task description to 'Design and implement detection mechanisms for supply-chain attacks'",
+            "Completed the task: Design and implement detection mechanisms for supply-chain attacks",
+            "Updated the task description to 'Integrate threat intelligence feeds to improve attack detection'",
+            "Completed the task: Integrate threat intelligence feeds to improve attack detection",
+            "Updated the task description to 'Implement mitigation techniques to minimize the impact of supply-chain attacks'",
+            "Completed the task: Implement mitigation techniques to minimize the impact of supply-chain attacks",
+            "Updated the task description to 'Conduct testing and validation to ensure tool effectiveness'",
+            "Completed the task: Conduct testing and validation to ensure tool effectiveness",
+            "Updated the task description to 'Prepare documentation to help users understand and get started with the tool'",
+            "Completed the task: Prepare documentation to help users understand and get started with the tool",
+            "Updated the task description to 'Integrate the tool with security monitoring and incident response workflows'"
+        ],
+        "history_removals": [],
+        "model_log": [
+            "Model prompt: You are attempting to complete the task task: Develop a cybersecurity tool for detecting and mitigating supply-chain attacks Progress:  Identify common supply-chain attack techniques",
+            "Model response: Identify common supply-chain attack techniques",
+            "Model prompt: Updated the task description to 'Design and implement detection mechanisms for supply-chain attacks'",
+            "Model response: Design and implement detection mechanisms for supply-chain attacks",
+            "Model prompt: Completed the task: Design and implement detection mechanisms for supply-chain attacks Progress: Identify common supply-chain attack techniques\nDesign and implement detection mechanisms for supply-chain attacks",
+            "Model response: You have successfully completed the task: Design and implement detection mechanisms for supply-chain attacks",
+            "Model prompt: Updated the task description to 'Integrate threat intelligence feeds to improve attack detection'",
+            "Model response: Integrate threat intelligence feeds to improve attack detection",
+            "Model prompt: Completed the task: Integrate threat intelligence feeds to improve attack detection Progress: Identify common supply-chain attack techniques\nDesign and implement detection mechanisms for supply-chain attacks\nIntegrate threat intelligence feeds to improve attack detection",
+            "Model response: You have successfully completed the task: Integrate threat intelligence feeds to improve attack detection",
+            "Model prompt: Updated the task description to 'Implement mitigation techniques to minimize the impact of supply-chain attacks'",
+            "Model response: Implement mitigation techniques to minimize the impact of supply-chain attacks",
+            "Model prompt: Completed the task: Implement mitigation techniques to minimize the impact of supply-chain attacks Progress: Identify common supply-chain attack techniques\nDesign and implement detection mechanisms for supply-chain attacks\nIntegrate threat intelligence feeds to improve attack detection\nImplement mitigation techniques to minimize the impact of supply-chain attacks",
+            "Model response: You have successfully completed the task: Implement mitigation techniques to minimize the impact of supply-chain attacks",
+            "Model prompt: Updated the task description to 'Conduct testing and validation to ensure tool effectiveness'",
+            "Model response: Conduct testing and validation to ensure tool effectiveness",
+            "Model prompt: Completed the task: Conduct testing and validation to ensure tool effectiveness",
+            "Model response: Conduct testing and validation to ensure tool effectiveness",
+            "Model prompt: Updated the task description to 'Prepare documentation to help users understand and get started with the tool'",
+            "Model response: Prepare documentation to help users understand and get started with the tool",
+            "Model prompt: Completed the task: Prepare documentation to help users understand and get started with the tool Progress: Identify common supply-chain attack techniques\nDesign and implement detection mechanisms for supply-chain attacks\nIntegrate threat intelligence feeds to improve attack detection\nImplement mitigation techniques to minimize the impact of supply-chain attacks\nConduct testing and validation to ensure tool effectiveness\nPrepare documentation to help users understand and get started with the tool",
+            "Model response: You have successfully completed the task: Prepare documentation to help users understand and get started with the tool",
+            "Model prompt: Updated the task description to 'Integrate the tool with security monitoring and incident response workflows'",
+            "Model response: Integrate the tool with security monitoring and incident response workflows",
+            "Model prompt: Completed the task: Integrate the tool with security monitoring and incident response workflows Progress: Identify common supply-chain attack techniques\nDesign and implement detection mechanisms for supply-chain attacks\nIntegrate threat intelligence feeds to improve attack detection\nImplement mitigation techniques to minimize the impact of supply-chain attacks\nConduct testing and validation to ensure tool effectiveness\nPrepare documentation to help users understand and get started with the tool\nIntegrate the tool with security monitoring and incident response workflows",
+            "Model response: You have successfully completed the task: Integrate the tool with security monitoring and incident response workflows",
+            "Model prompt: Task complete. Tool development for detecting and mitigating supply-chain attacks has been completed.",
+            "Model response: Task complete. Tool development for detecting and mitigating supply-chain attacks has been completed."
+        ]
+    }
 
-# Repository selection
-selected_repo = st.sidebar.selectbox('', ['enricoros/big-agi', 'Ig0tU/miagiii'])
-
-# Repository monitoring
-if st.button('Monitor'):
-    if selected_repo == 'enricoros/big-agi':
-        issues = github_monitor.get_issues(selected_repo)
-        for issue in issues:
-            st.write(f"Issue {issue.number}: {issue.title}")
-            st.write(issue.body)
-            # Replicate and resolve issues
-            if st.button('Replicate & Resolve'):
-                github_monitor.clone_repo(selected_repo)
-                github_monitor.replicate_issue(issue)
-                code_changes = huggingface_models.resolve_issue(issue)
-                github_monitor.apply_code_changes(code_changes)
-                github_monitor.push_changes()
-                github_monitor.create_pull_request(selected_repo)
-                st.write('Issue resolved and pull request created!')
-    elif selected_repo == 'Ig0tU/miagiii':
-        st.write('Monitoring the Ig0tU/miagiii repository. No issues to display.')
+    code = generator(input_text, max_length=250, num_return_sequences=1, do_sample=True)[0]['generated_text']
+    code = code.strip()
+    return code