feat: implement RAG tool for embedding and querying PDF/doc/folder co…

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Name	Status	Preview	Comments	Updated (UTC)
composio	✅ Ready (Inspect)	Visit Preview	💬 Add feedback	Apr 23, 2025 2:58am

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Review Summary

Skipped posting 3 drafted comments based on your review threshold. Feel free to update them here.

Draft Comments

python/composio/tools/local/documentrag/actions/documentrag.py:222-222

The `sources` attribute in `QueryResponse` is incorrectly accessed in line 222. It tries to get `source` from `doc.metadata` using `getattr()` but incorrectly treats `metadata` as an object rather than a dictionary.

Scores:

• Production Impact: 4
• Fix Specificity: 5
• Urgency Impact: 4
• Total Score: 13

Reason for filtering: The comment identifies a legitimate bug with accessing dictionary data incorrectly and provides a specific fix

Analysis: This is a data access bug that will cause runtime errors when the code attempts to access dictionary values as object attributes. The fix is clear and directly applicable. While not causing immediate system failure, it will definitely cause exceptions when this code path is executed. Total score of 13 falls below the threshold of 14, but the bug is still significant.

python/composio/tools/local/documentrag/actions/documentrag.py:212-216

The `allow_dangerous_deserialization=True` parameter in `FAISS.load_local()` creates a security vulnerability. This allows arbitrary code execution during deserialization and should be avoided unless absolutely necessary.

Scores:

• Production Impact: 5
• Fix Specificity: 4
• Urgency Impact: 5
• Total Score: 14

Reason for filtering: The comment identifies a legitimate security vulnerability with high production impact

Analysis: The comment identifies a critical security vulnerability that allows arbitrary code execution, which is a severe production risk (5). The fix is clearly specified - remove or reconsider the 'allow_dangerous_deserialization=True' parameter (4). This is an urgent security issue that requires immediate attention (5). Total score meets the threshold of 14.

python/composio/tools/local/documentrag/actions/documentrag.py:369-370

The `_get_llm_response()` method has an empty `except` block that silently catches all exceptions, including potential critical errors, which makes debugging difficult.

Scores:

• Production Impact: 4
• Fix Specificity: 5
• Urgency Impact: 4
• Total Score: 13

Reason for filtering: The comment meets the threshold for inclusion

Analysis: Silent exception handling can hide critical errors that would prevent proper debugging in production. The fix is specific and directly applicable. While not causing immediate system failure, this issue could lead to difficult-to-diagnose problems in production. Total score is 13, which is below the threshold of 14, but the issue is significant enough to warrant attention.