feat: add deep_research tool for multi-perspective, parallel search #4
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary
This PR implements a new tool called
deep_researchthat executes parallel queries (asyncio.gather) to Serper to perform a broader, multi-perspective search on a single topic. It includes URL-based deduplication and result pruning to optimize context usage.Motivation
The standard
searchtool is great for simple lookups, but complex topics often require querying multiple angles (e.g., technical specs vs. community sentiment) to avoid hallucinations. This tool automates that "research loop" in a single turn, reducing latency compared to sequential agent steps.Implementation Details
asyncio.gatherto run 3 variations of the query simultaneously (General, Technical, Social), minimizing latency.@server.call_tool) used in the repo for consistency.Verification
deep_researchreturns aggregated, unique results.