enricoll

Run

enricollen/rag-conversational-agent

Full Run Trace

Duration

33.4s

Spans

100%

0ms

5.57s

11.1s

16.7s

22.3s

27.8s

33.4s

Selected span

run

0ms - 33.4s

The full run envelope begins when the sandbox execution starts and ends when the simulation result is classified.

Type

root

Status

completed

Duration

33.4s

Source

run

Commands

Not materialized for this span.

URLs Fetched

Not materialized for this span.

Changed Files

Not materialized for this span.

Diff Preview

Diff is not materialized for this span.

Artifacts

product-sim/v1/companies/linkup/runs/linkup-remaining-batch-20260605-214326/groups/group-linkup-remaining-batch-20260605-214326-8/items/item-linkup-remaining-batch-20260605-214326-28/attempts/1/cleanup-report.json

Logs

agent_action: Prompt-lab work item started

agent_action: Pinned repository checkout verified

agent_action: I'll research the repository structure first to understand what it is and how it wo...

command: ls -la /home/user/worktrees/attempt-725c1fbd-6745-4ed4-b392-f1cf0b23376e-cap-0

agent_action: Read README.md

agent_action: Read requirements.txt

agent_action: Read .env

agent_action: Read app.py

agent_action: Read populate_database.py

command: find /home/user/worktrees/attempt-725c1fbd-6745-4ed4-b392-f1cf0b23376e-cap-0 -type f -name "*.py" | head -20

agent_action: Read llm/llm_factory.py

agent_action: Read llm/llm.py

agent_action: Read retrieval/rag_retriever.py

agent_action: Read embeddings/embeddings.py

agent_action: Read embeddings/openai_embeddings.py

agent_action: Read test_rag.py

command: ls -la /home/user/worktrees/attempt-725c1fbd-6745-4ed4-b392-f1cf0b23376e-cap-0/data

command: ls -la /home/user/worktrees/attempt-725c1fbd-6745-4ed4-b392-f1cf0b23376e-cap-0/templates

command: ls -la /home/user/worktrees/attempt-725c1fbd-6745-4ed4-b392-f1cf0b23376e-cap-0/static

command: git log --oneline -20

agent_action: Read templates/index.html

agent_action: Read templates/admin.html

agent_action: The repo is a Python/Flask LangChain RAG chatbot with OpenAI/Anthropic/Ollama backe...

agent_action: I'll research the leading managed web-search/retrieval providers in parallel, consu...

url: https://docs.tavily.com/documentation/api-reference/endpoint/search

url: https://docs.exa.ai/reference/getting-started

search: best managed web search API for LLM RAG grounding 2026 Tavily Exa Perplexity Brave ...

agent_action: Let me consult Exa's actual docs (via the redirect) and the comparison/benchmark ar...

url: https://exa.ai/docs/reference/getting-started

url: https://websearchapi.ai/blog/compare-tavily-google-search-exa-perplexity

url: https://python.langchain.com/docs/integrations/tools/tavily_search/

agent_action: Let me confirm Tavily's LangChain integration package and free tier, since the repo...

search: langchain-tavily official package TavilySearch tool free tier 1000 credits per mont...

agent_action: I have enough to make a well-grounded recommendation. Here's my analysis. ## Recomm...

result: Selected unknown

Agent Access Graph

Decision-axis graph for the exact point where the agent stayed on path or diverged.

Agentclaude-code

Events7

Outcomecompetitor

observed access pathtavily followed 7 parsed web access event(s).

Runs

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Agent Access Graph

Runs

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Agent Access Graph