Fix paper filtering bug

[timstruthoff]

Description

Fixes a bad accessor that led to paper filtering failing silently. Also adapts agent_cli.py to past changes in backend.

Fixes #53

Type of change

• Bug fix

How Has This Been Tested?

Tested locally in agent_cli and with local web interface. E2E tests passed in this pipeline

Reviewers

@aziz-bouziri

[Copilot]

Pull request overview

Fixes a silent failure in paper filtering metadata logging and updates the CLI agent runner to match the current backend API (project/user IDs and project creation signature).

Changes:

• Fix FilterPapers metadata logging to use the AgentState dataclass attribute accessor.
• Update agent_cli.py to pass project_id/user_id into trigger_stategraph_agent_show_thoughts.
• Update CLI project creation call to include the required log_history argument.

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 1 comment.

File	Description
llm/nodes/filter_papers.py	Fixes incorrect state access that could throw and be swallowed by broad exception handling, causing filtering-related metadata to fail.
llm/agent_cli.py	Updates CLI entrypoint to align with current agent/backend function signatures and project creation API.

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[aziz-bouziri]

I just reviewed and tested it locally, and works correctly, well done!

[timstruthoff]

Thanks!