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deepset-ai/haystack-core-integrations

https://github.com/deepset-ai/haystack-core-integrations · scanned 2026-06-05 13:26 UTC (5 days, 7 hours ago) · 10 languages

642 raw signals (198 security + 444 graph) 17th percentile · Python · large (100-500K LoC) System graph score 79 (lower by 16)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 7 hours ago · v2 · 206 actionable findings from 2 signal sources. 210 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
62.6
/100
Security checks
47
75 findings
System graph
79
100.0% cov · 131 findings
Critical
8
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 37.0 0.25 9.25
testing_score 100.0 0.20 20.00
documentation_score 90.0 0.15 13.50
practices_score 74.0 0.15 11.10
code_quality 31.5 0.10 3.15
Overall 1.00 63.0
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 8 High 13 Medium 12 Low 103 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 75 System graph 131 Crowd 0 Layer: Cicd 15 Quality 112 Software 66 Security 10 Api 1 Hardware 1 Frontend 1

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 10 findings
What it is: Same function copy-pasted into multiple modules with minor variations.
Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.
How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.
Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.
10 matching findings on this repo
  • low Near-duplicate function bodies in 7 places
  • low Near-duplicate function bodies in 2 places repo-level
  • low Near-duplicate function bodies in 9 places
  • low Near-duplicate function bodies in 6 places repo-level
  • low Near-duplicate function bodies in 4 places repo-level
  • low Near-duplicate function bodies in 89 places
  • low Near-duplicate function bodies in 111 places
  • low Near-duplicate function bodies in 15 places
  • low Near-duplicate function bodies in 3 places
  • low Near-duplicate function bodies in 14 places
View all duplicates & near-duplicates findings →
Commented-out code 20 findings
What it is: Lines of source that were intentionally disabled but never deleted.
Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.
How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.
Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.
12 matching findings on this repo
  • info Commented-code block (6 lines) in integrations/e2b/src/haystack_integrations/to…
  • info Commented-code block (5 lines) in integrations/faiss/src/haystack_integrations/…
  • info Commented-code block (6 lines) in integrations/google_vertex/tests/test_text_em…
  • info Commented-code block (6 lines) in integrations/amazon_bedrock/src/haystack_inte…
  • info Commented-code block (6 lines) in integrations/cohere/src/haystack_integrations…
  • info Commented-code block (5 lines) in integrations/llama_stack/examples/llama-stack…
  • info Commented-code block (7 lines) in integrations/opensearch/src/haystack_integrat…
  • info Commented-code block (10 lines) in integrations/valkey/examples/example.py:1
  • info Commented-code block (5 lines) in integrations/supabase/tests/test_groonga_inte…
  • info Commented-code block (6 lines) in integrations/jina/examples/jina_reader_connec…
  • info Commented-code block (21 lines) in integrations/ollama/examples/chat_generator_…
  • info Commented-code block (9 lines) in integrations/anthropic/tests/test_chat_genera…
View all commented-out code findings →
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