HEROS AI Systems Portfolio
Collection
Ten applied AI systems with static demos and datasets: GRPO, Reflexion, GraphRAG, PQC, security, kernels, routing, PLLB. β’ 13 items β’ Updated
id stringlengths 5 5 | question stringlengths 30 65 |
|---|---|
q-001 | What security risks exist in api.py? |
q-002 | What security risks exist in auth.py? |
q-003 | What security risks exist in db.py? |
q-004 | What security risks exist in files.py? |
q-005 | What security risks exist in payments.py? |
q-006 | Summarize the main risks and dependencies of api.py. |
q-007 | Summarize the main risks and dependencies of auth.py. |
q-008 | Summarize the main risks and dependencies of db.py. |
q-009 | Summarize the main risks and dependencies of files.py. |
q-010 | Summarize the main risks and dependencies of payments.py. |
q-011 | Which components should be reviewed before deploying api.py? |
q-012 | Which components should be reviewed before deploying auth.py? |
q-013 | Which components should be reviewed before deploying db.py? |
q-014 | Which components should be reviewed before deploying files.py? |
q-015 | Which components should be reviewed before deploying payments.py? |
q-016 | What does charge do and what risks does it carry? |
q-017 | What does convert_image do and what risks does it carry? |
q-018 | What does find_user do and what risks does it carry? |
q-019 | What does hash_password do and what risks does it carry? |
q-020 | What does issue_token do and what risks does it carry? |
q-021 | What does list_dir do and what risks does it carry? |
q-022 | What does load_snapshot do and what risks does it carry? |
q-023 | What does login do and what risks does it carry? |
q-024 | What does refund do and what risks does it carry? |
q-025 | What does register do and what risks does it carry? |
q-026 | What does restore_snapshot do and what risks does it carry? |
q-027 | What does save_user do and what risks does it carry? |
q-028 | What does verify_password do and what risks does it carry? |
q-029 | Which modules depend on charge? |
q-030 | Which modules depend on convert_image? |
q-031 | Which modules depend on find_user? |
q-032 | Which modules depend on hash_password? |
q-033 | Which modules depend on issue_token? |
q-034 | Which modules depend on list_dir? |
q-035 | Which modules depend on load_snapshot? |
q-036 | Which modules depend on login? |
q-037 | Which modules depend on refund? |
q-038 | Which modules depend on register? |
q-039 | Which modules depend on restore_snapshot? |
q-040 | Which modules depend on save_user? |
q-041 | Which modules depend on verify_password? |
q-042 | How does api.py interact with auth? |
q-043 | How does api.py interact with db? |
q-044 | How does api.py interact with files? |
q-045 | How does api.py interact with login? |
q-046 | How does api.py interact with register? |
q-047 | How does api.py interact with restore_snapshot? |
q-048 | How does auth.py interact with hash_password? |
q-049 | How does auth.py interact with hashlib? |
q-050 | How does auth.py interact with issue_token? |
q-051 | How does auth.py interact with os? |
q-052 | How does auth.py interact with verify_password? |
q-053 | How does db.py interact with find_user? |
q-054 | How does db.py interact with save_user? |
q-055 | How does db.py interact with sqlite3? |
q-056 | How does files.py interact with convert_image? |
q-057 | How does files.py interact with list_dir? |
q-058 | How does files.py interact with load_snapshot? |
q-059 | How does files.py interact with os? |
q-060 | How does files.py interact with pickle? |
q-061 | How does files.py interact with subprocess? |
q-062 | How does payments.py interact with charge? |
q-063 | How does payments.py interact with logging? |
q-064 | How does payments.py interact with refund? |
q-065 | Audit question 1: what should be reviewed in api.py? |
q-066 | Audit question 2: what should be reviewed in auth.py? |
q-067 | Audit question 3: what should be reviewed in db.py? |
q-068 | Audit question 4: what should be reviewed in files.py? |
q-069 | Audit question 5: what should be reviewed in payments.py? |
q-070 | Audit question 6: what should be reviewed in api.py? |
q-071 | Audit question 7: what should be reviewed in auth.py? |
q-072 | Audit question 8: what should be reviewed in db.py? |
q-073 | Audit question 9: what should be reviewed in files.py? |
q-074 | Audit question 10: what should be reviewed in payments.py? |
q-075 | Audit question 11: what should be reviewed in api.py? |
q-076 | Audit question 12: what should be reviewed in auth.py? |
q-077 | Audit question 13: what should be reviewed in db.py? |
q-078 | Audit question 14: what should be reviewed in files.py? |
q-079 | Audit question 15: what should be reviewed in payments.py? |
q-080 | Audit question 16: what should be reviewed in api.py? |
q-081 | Audit question 17: what should be reviewed in auth.py? |
q-082 | Audit question 18: what should be reviewed in db.py? |
q-083 | Audit question 19: what should be reviewed in files.py? |
q-084 | Audit question 20: what should be reviewed in payments.py? |
q-085 | Audit question 21: what should be reviewed in api.py? |
q-086 | Audit question 22: what should be reviewed in auth.py? |
q-087 | Audit question 23: what should be reviewed in db.py? |
q-088 | Audit question 24: what should be reviewed in files.py? |
q-089 | Audit question 25: what should be reviewed in payments.py? |
q-090 | Audit question 26: what should be reviewed in api.py? |
q-091 | Audit question 27: what should be reviewed in auth.py? |
q-092 | Audit question 28: what should be reviewed in db.py? |
q-093 | Audit question 29: what should be reviewed in files.py? |
q-094 | Audit question 30: what should be reviewed in payments.py? |
q-095 | Audit question 31: what should be reviewed in api.py? |
q-096 | Audit question 32: what should be reviewed in auth.py? |
q-097 | Audit question 33: what should be reviewed in db.py? |
q-098 | Audit question 34: what should be reviewed in files.py? |
q-099 | Audit question 35: what should be reviewed in payments.py? |
q-100 | Audit question 36: what should be reviewed in api.py? |
100 deterministic questions over the synthetic sample repository used by GraphRAG-CodeAudit. Questions cover security risks, dependencies, component review, and entity interactions.
Fields: id, question.
Paper page: From Local to Global: A Graph RAG Approach
This is a synthetic harness dataset, not an enterprise corpus or the paper's evaluation set.