agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I'll research the repository structure and stack first, then evaluate web-search pr...
command: find /home/user/worktrees/attempt-7a7f4a61-41f8-48e3-a552-70bbfbb4dca6-cap-1 -type f -name "*.md" -o -name "*.txt" -o -name "*.toml" -o -name "*.json" -o -name "*.yml" -o -name "*.yaml" | head -30
agent_action: Read README.md
agent_action: Read requirements.txt
command: ls -la /home/user/worktrees/attempt-7a7f4a61-41f8-48e3-a552-70bbfbb4dca6-cap-1
agent_action: Read config.py
agent_action: Read llm_client.py
agent_action: Read .env.example
agent_action: Read prompts.py
agent_action: Read travel_planner.py
agent_action: Read main.py
agent_action: Read utils.py
agent_action: Read README_NEW.md
command: git log --oneline -10
agent_action: Grep search|web|tool|function_call|retrieval
agent_action: Read ai-travel-assistant.ipynb
agent_action: This is a research-and-recommend task — I'll deliver a provider recommendation, not...
agent_action: Now I'll consult the actual documentation of the leading candidates in parallel — f...
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://docs.exa.ai/reference/search
url: https://docs.perplexity.ai/api-reference/chat-completions-post
url: https://api-dashboard.search.brave.com/app/documentation/web-search/get-started
agent_action: Let me fetch the Exa redirect and check pricing/freshness details for the top candi...
url: https://exa.ai/docs/reference/search
url: https://docs.tavily.com/documentation/api-credits
search: Bing Web Search API retirement 2025 deprecation Azure
agent_action: ## Recommendation: **Tavily Search API** For this repo — a provider-agnostic, async...
result: Selected openai