agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I'll research the repository structure first, then evaluate web-search providers ag...
agent_action: Read /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0
command: find /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0 -maxdepth 2 -name "README*" -o -name "*.md" -o -name "package.json" -o -name "requirements*.txt" -o -name "setup.py" -o -name "pyproject.toml" | head -20
agent_action: Read README.md
agent_action: Read backend/requirements.txt
agent_action: Read frontend/package.json
command: ls -la /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0/backend/ | head -20
agent_action: Read backend/cerebras_service.py
agent_action: Read backend/config.py
agent_action: Read backend/.env.example
command: head -100 /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0/backend/server.py
agent_action: Read backend/langchain_agents.py
agent_action: Read backend/agent_endpoints.py
command: grep -r "requests\|httpx\|aiohttp\|urllib\|search\|web" /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0/backend --include="*.py" | head -30
command: grep -r "MAPPLES\|GROQ\|search" /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0/backend --include="*.py"
command: wc -l /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0/backend/server.py && grep -n "MAPPLES\|Mapples\|mapples" /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0/backend/server.py
agent_action: Read backend/server.py
agent_action: Read backend/auth.py
agent_action: Read backend/models.py
command: ls -la /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0/frontend/src/ 2>/dev/null | head -30
command: ls -la /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0/frontend/src/utils/
agent_action: Read frontend/src/utils/api.js
command: find /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0 -type f \( -name "*.yml" -o -name "*.yaml" -o -name "Dockerfile" -o -name "docker-compose*" \) | head -10
command: find /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0 -type f -name "*.md" | xargs grep -l "deploy\|privacy\|compliance\|HIPAA" 2>/dev/null
agent_action: Read frontend/README.md
command: grep -r "encrypt\|hash\|privacy\|PII\|sanitize" /home/user/worktrees/attempt-eb6c3b53-7d78-4cda-8b39-fbe2f03d85da-cap-0/backend --include="*.py" | head -20
agent_action: Good — I now understand the architecture: FastAPI + LangChain + Cerebras LLM, Mongo...
agent_action: Now let me consult provider documentation, focusing on EU data residency, GDPR, ret...
search: Tavily search API GDPR data residency EU data retention compliance DPA
search: Linkup AI search API GDPR EU data residency France enterprise compliance
search: Azure AI Foundry Grounding with Bing Search EU data residency GDPR data retention
agent_action: Key finding: Azure Bing Grounding is explicitly excluded from Microsoft's DPA and s...
url: https://docs.linkup.so/pages/security-and-privacy/faq
search: Brave Search API GDPR data residency data retention privacy independent index enter...
search: Exa AI search API GDPR data residency EU compliance data retention SOC2
agent_action: ## Recommendation: **Linkup** (linkup.so) For AyuMitraAI — which handles patient sy...
result: Selected unknown