agent_action: Prompt-lab work item started
agent_action: Pinned repository checkout verified
agent_action: I’ll first read the repo guidance and the relevant backend/agent flow, then I’ll ve...
command: /bin/bash -lc "pwd && rg --files -g 'CLAUDE.md' -g 'README.md' -g 'AGENTS.md' -g 'backend/**' -g 'frontend-nextjs/**' -g 'widget/**' | head -200"
command: /bin/bash -lc "pwd && rg --files -g 'CLAUDE.md' -g 'README.md' -g 'AGENTS.md' -g 'backend/**' -g 'frontend-nextjs/**' -g 'widget/**' | head -200"
command: /bin/bash -lc "sed -n '1,220p' CLAUDE.md"
command: /bin/bash -lc "sed -n '1,220p' CLAUDE.md"
command: /bin/bash -lc "sed -n '1,260p' README.md"
command: /bin/bash -lc "sed -n '1,260p' README.md"
agent_action: `rg` is not installed in this workspace, so I’m falling back to `find`/`grep`. The ...
command: /bin/bash -lc "find backend -maxdepth 3 -type f \\( -name '*.py' -o -name 'requirements*.txt' \\) | sort | sed -n '1,240p'"
command: /bin/bash -lc "find backend -maxdepth 3 -type f \\( -name '*.py' -o -name 'requirements*.txt' \\) | sort | sed -n '1,240p'"
command: /bin/bash -lc "sed -n '1,320p' backend/api/v1/endpoints.py"
command: /bin/bash -lc "sed -n '1,320p' backend/api/v1/endpoints.py"
command: /bin/bash -lc "sed -n '1,280p' backend/services/llm_service.py"
command: /bin/bash -lc "sed -n '1,280p' backend/services/llm_service.py"
command: /bin/bash -lc "sed -n '1,280p' backend/services/kb_retrieval_service.py"
command: /bin/bash -lc "sed -n '1,280p' backend/services/kb_retrieval_service.py"
command: /bin/bash -lc "grep -R \"provider_type\\|class Agent\\|enable_context\\|top_k\\|similarity_threshold\" -n backend/models.py backend/api/v1/schemas.py backend/config.py frontend-nextjs/src | sed -n '1,260p'"
command: /bin/bash -lc "grep -R \"provider_type\\|class Agent\\|enable_context\\|top_k\\|similarity_threshold\" -n backend/models.py backend/api/v1/schemas.py backend/config.py frontend-nextjs/src | sed -n '1,260p'"
command: /bin/bash -lc "grep -R \"KbRetrievalService\\|retrieve\\|context\\|chat/stream\\|chat\" -n backend/api/v1/endpoints.py | sed -n '1,220p'"
command: /bin/bash -lc "grep -R \"KbRetrievalService\\|retrieve\\|context\\|chat/stream\\|chat\" -n backend/api/v1/endpoints.py | sed -n '1,220p'"
command: /bin/bash -lc "sed -n '1,220p' backend/requirements.txt"
command: /bin/bash -lc "sed -n '1,220p' backend/requirements.txt"
command: /bin/bash -lc "sed -n '60,180p' backend/models.py && sed -n '315,535p' backend/api/v1/schemas.py"
command: /bin/bash -lc "sed -n '60,180p' backend/models.py && sed -n '315,535p' backend/api/v1/schemas.py"
command: /bin/bash -lc "sed -n '460,930p' backend/api/v1/endpoints.py"
command: /bin/bash -lc "sed -n '460,930p' backend/api/v1/endpoints.py"
command: /bin/bash -lc "grep -R \"aiohttp\\|httpx\\|requests\\|AsyncClient\" -n backend/services backend/api | sed -n '1,240p'"
command: /bin/bash -lc "grep -R \"aiohttp\\|httpx\\|requests\\|AsyncClient\" -n backend/services backend/api | sed -n '1,240p'"
command: /bin/bash -lc "sed -n '1,260p' backend/config.py"
command: /bin/bash -lc "sed -n '1,260p' backend/config.py"
command: /bin/bash -lc "sed -n '1,180p' backend/services/scraping_provider.py && sed -n '1,130p' backend/services/scrapling_client.py"
command: /bin/bash -lc "sed -n '1,180p' backend/services/scraping_provider.py && sed -n '1,130p' backend/services/scrapling_client.py"
command: /bin/bash -lc "grep -R \"openai_native\\|class OpenAI\\|get_llm_service\\|Provider\" -n backend/services/llm_service.py | sed -n '1,220p'"
command: /bin/bash -lc "grep -R \"openai_native\\|class OpenAI\\|get_llm_service\\|Provider\" -n backend/services/llm_service.py | sed -n '1,220p'"
search: Tavily API documentation search API raw_content citations official
search: OpenAI web search tool Responses API documentation official site:platform.openai.co...
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
search: Firecrawl API reference search endpoint official docs
search: Tavily pricing official API credits
search: 'Response Body' in https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://docs.tavily.com/documentation/api-reference/endpoint/search
url: https://brave.com/search/api/
search: '$5 per 1,000 requests' in https://brave.com/search/api/
agent_action: I’ve finished the repository pass and am comparing the provider fit now. The import...
agent_action: **Provider I’d Choose** I’d add **Tavily** as Basjoo’s live web retrieval provider....
result: Selected unknown