agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I'll research the repository structure first to understand the agent architecture a...
command: find /home/user/worktrees/attempt-8c450c3a-7d67-40d4-8d38-1c292e28a6e6-cap-0 -maxdepth 2 -type f \( -name "README*" -o -name "package.json" -o -name "pyproject.toml" -o -name "*.toml" -o -name "*.yaml" -o -name "*.yml" -o -name ".env*" \) | head -20
agent_action: Read README.md
agent_action: Read backend/pyproject.toml
agent_action: Read backend/README.md
agent_action: Read backend/.env.development.example
command: find /home/user/worktrees/attempt-8c450c3a-7d67-40d4-8d38-1c292e28a6e6-cap-0/backend -type d -not -path "*__pycache__*" -not -path "*.pyc*" | head -30
command: ls -la /home/user/worktrees/attempt-8c450c3a-7d67-40d4-8d38-1c292e28a6e6-cap-0/backend/
command: find /home/user/worktrees/attempt-8c450c3a-7d67-40d4-8d38-1c292e28a6e6-cap-0/backend/sensei_search -type f -name "*.py" | sort
command: ls -la /home/user/worktrees/attempt-8c450c3a-7d67-40d4-8d38-1c292e28a6e6-cap-0/backend/sensei_search/
agent_action: Read backend/sensei_search/base_agent.py
agent_action: Read backend/sensei_search/agents/samurai/agent.py
agent_action: Read backend/sensei_search/agents/shogun/agent_v2.py
agent_action: Read backend/sensei_search/tools/search/base.py
agent_action: Read backend/sensei_search/tools/search/searxng.py
agent_action: Read backend/sensei_search/tools/search/__init__.py
agent_action: Read backend/sensei_search/config.py
agent_action: Read backend/sensei_search/models.py
agent_action: Read backend/sensei_search/server.py
command: git log --all --oneline --grep="searxng" | head -20
command: git log --all --oneline | head -30
agent_action: Read backend/sensei_search/tools/search/bing.py
agent_action: Read backend/sensei_search/utils.py
agent_action: Read backend/sensei_search/agents/samurai/prompts.py
agent_action: Read docker-compose.yaml
command: ls -la /home/user/worktrees/attempt-8c450c3a-7d67-40d4-8d38-1c292e28a6e6-cap-0/frontend/ | head -20
agent_action: Read backend/sensei_search/agents/shogun/prompts.py
agent_action: Read backend/sensei_search/chat_store.py
agent_action: Read backend/sensei_search/env.py
agent_action: Read backend/.env.production.example
agent_action: Read frontend/package.json
command: find /home/user/worktrees/attempt-8c450c3a-7d67-40d4-8d38-1c292e28a6e6-cap-0 -name "*.py" -o -name "*.json" | grep -E "(backend|frontend)" | wc -l && echo "---" && find /home/user/worktrees/attempt-8c450c3a-7d67-40d4-8d38-1c292e28a6e6-cap-0/backend -name "*.py" | wc -l
agent_action: Let me read the current fetch implementation and research managed extraction provid...
agent_action: Read backend/sensei_search/base_agent.py
agent_action: Now let me research managed web-fetch/extraction providers by consulting their actu...
agent_action: Let me research the main managed extraction providers' documentation in parallel.
url: https://docs.firecrawl.dev/features/scrape
url: https://jina.ai/reader/
url: https://docs.tavily.com/documentation/api-reference/endpoint/extract
agent_action: Let me consult one more alternative (Exa) and verify Jina's docs page directly for ...
url: https://docs.exa.ai/reference/get-contents
url: https://r.jina.ai/https://example.com
url: https://exa.ai/docs/reference/get-contents
agent_action: ## Recommendation: Jina AI Reader (`r.jina.ai`) For this repo (Sensei Search — an o...
result: Selected unknown