agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I'll research the repository structure and tech stack before recommending a web-sea...
command: find /home/user/worktrees/attempt-618fd012-9b1c-42e5-8a95-bb2aade3245c-cap-0 -type f -name "README*" -o -name "*.md" | head -20
agent_action: Read README.md
command: find /home/user/worktrees/attempt-618fd012-9b1c-42e5-8a95-bb2aade3245c-cap-0 -maxdepth 2 -type f \( -name "requirements.txt" -o -name "pyproject.toml" -o -name "package.json" -o -name ".env.example" \)
agent_action: Read requirements.txt
agent_action: Read .env.example
command: ls -la /home/user/worktrees/attempt-618fd012-9b1c-42e5-8a95-bb2aade3245c-cap-0/ | head -30
agent_action: Read llm_client.py
agent_action: Read config.py
agent_action: Read travel_planner.py
agent_action: Read prompts.py
agent_action: Read utils.py
agent_action: Read main.py
command: ls -lah /home/user/worktrees/attempt-618fd012-9b1c-42e5-8a95-bb2aade3245c-cap-0/*.py /home/user/worktrees/attempt-618fd012-9b1c-42e5-8a95-bb2aade3245c-cap-0/*.ipynb 2>/dev/null
command: git log --oneline -10
agent_action: Grep llm_client.py
agent_action: I have a full picture of the repo. Now let me consult actual documentation from the...
agent_action: Let me consult the actual documentation of the top candidate providers in parallel.
url: https://docs.tavily.com/documentation/quickstart
url: https://docs.exa.ai/reference/getting-started
url: https://api-dashboard.search.brave.com/app/documentation/web-search/get-started
agent_action: Let me fetch the Exa redirect and consult Perplexity Sonar and Linkup for a complet...
url: https://exa.ai/docs/reference/getting-started
url: https://docs.perplexity.ai/getting-started/overview
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
agent_action: ## Recommendation: Tavily Search API For this repo — Python, async-first, with a pr...
result: Selected openai