Langraph issue and Gemini Client Fixed

[4darsh-Dev]

This pull request introduces significant updates to the agent_system project, including improvements to the blog generation workflow, dependency updates, and restructuring of the Docker setup. Key changes involve enhancing the workflow's error handling and conditional logic, updating dependencies for new features, and simplifying the project's structure by removing redundant files.

Workflow Enhancements:

• Added a check_search_results function to handle cases where search results fail, allowing the workflow to terminate early if necessary (agent_system/src/agents/graph.py). [1] [2]
• Introduced conditional edges in the workflow to dynamically decide the next steps based on search success or failure (agent_system/src/agents/graph.py).
• Updated the blog generation process to improve error handling, fallback mechanisms, and state management (agent_system/src/agents/graph.py). [1] [2] [3]

Dependency Updates:

• Added new dependencies such as black, google-custom-search, and google-genai for enhanced functionality (agent_system/requirements.txt). [1] [2] [3]
• Downgraded tenacity to version 8.5.0 for compatibility reasons (agent_system/requirements.txt).

Docker and Deployment Restructuring:

• Consolidated Dockerfiles by removing agent_system/Dockerfile and integrating its functionality into the main Dockerfile (Dockerfile, agent_system/Dockerfile). [1] [2]
• Removed the docker-compose.yml file, simplifying the deployment process (agent_system/docker-compose.yml).

Documentation Updates:

• Updated README.md to reflect changes in directory structure, virtual environment setup, and model version (agent_system/README.md). [1] [2]

Additional Improvements:

• Added a smoke test script (agent_system/smoke_test.py) for quick verification of the blog generation workflow.
• Renamed and updated scraper creation logic for consistency (agent_system/src/agents/nodes/clean_validate.py). [1] [2]## Pull Request Description

What does this PR do?
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Related Issue(s)

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