openai / openai-knowledge-retrieval
File Churn

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 4 files with 1,089 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 0 files changed 21-50 times (0 lines of code)
    • 0 files changed 6-20 times (0 lines of code)
    • 4 files changed 1-5 times (1,089 lines of code)
0% | 0% | 0% | 0% | 100%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 4 files with 1,089 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 0 files changed by 6-10 contributors (0 lines of code)
    • 3 files changed by 2-5 contributors (768 lines of code)
    • 1 file changed by 1 contributor (321 lines of code)
0% | 0% | 0% | 70% | 29%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, md, txt, ts, yaml, tsx, json, toml, css, svg, gitignore, js, cjs, editorconfig, html
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
cjs0% | 0% | 0% | 0% | 0%
js0% | 0% | 0% | 0% | 0%
ts0% | 0% | 0% | 0% | 0%
tsx0% | 0% | 0% | 0% | 0%
css0% | 0% | 0% | 0% | 0%
html0% | 0% | 0% | 0% | 0%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
app0% | 0% | 0% | 0% | 100%
stores0% | 0% | 0% | 0% | 100%
configs0% | 0% | 0% | 0% | 100%
models0% | 0% | 0% | 0% | 0%
evals0% | 0% | 0% | 0% | 0%
telemetry0% | 0% | 0% | 0% | 0%
prompts0% | 0% | 0% | 0% | 0%
ingestion0% | 0% | 0% | 0% | 0%
retrieval0% | 0% | 0% | 0% | 0%
extensions0% | 0% | 0% | 0% | 0%
docker0% | 0% | 0% | 0% | 0%
templates0% | 0% | 0% | 0% | 0%
cli0% | 0% | 0% | 0% | 0%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
main.py
in app/backend/app
 577 20 2025-11-01 2025-11-25 3 3 +145 / -21 103690170+royziv11@users.no... stsuruno@openai.com
79 - 2025-12-10 2025-12-10 1 2 +170 / -0 jordanellis@openai.com oaiagicorp@gmail.com
112 - 2025-12-10 2025-12-10 1 2 +242 / -0 jordanellis@openai.com oaiagicorp@gmail.com
321 9 2026-01-13 2026-01-13 1 1 +18 / -0 stsuruno@openai.com stsuruno@openai.com
__init__.py
in app/backend/app
 1 -
md.py
in ingestion/loaders
 1 -
docx.py
in ingestion/loaders
 1 -
csv.py
in ingestion/loaders
 1 -
pdf.py
in ingestion/loaders
 1 -
xml.py
in ingestion/loaders
 1 -
code.py
in ingestion/loaders
 1 -
html.py
in ingestion/loaders
 1 -
clean.py
in ingestion/preprocessors
 1 -
dedupe.py
in ingestion/preprocessors
 1 -
tables_to_md.py
in ingestion/preprocessors
 1 -
lang_detect.py
in ingestion/preprocessors
 1 -
__init__.py
in evals/reporters
 3 -
postcss.config.cjs
in app/frontend
 6 -
7 -
index.ts
in app/frontend/src/chatkit-react
 8 -
loader.py
in prompts
 11 1
logging.py
in telemetry
 11 1
App.tsx
in app/frontend/src
 12 -
index.html
in app/frontend
 13 -
main.tsx
in app/frontend/src
 13 -
19 3
schema.py
in evals/graders
 19 1
index.css
in app/frontend/src
 20 -
vite.config.ts
in app/frontend
 20 1
tailwind.config.ts
in app/frontend
 21 -
filter.py
in retrieval
 21 1
citations.py
in retrieval
 21 1
qa.py
in evals/metrics
 22 4
judge_prompts.py
in evals/graders
 22 2
documents.py
in app/backend/app
 23 4
types.py
in ingestion
 24 -
hybrid.py
in ingestion/chunkers
 28 1
md.py
in evals/reporters
 30 1
rubrics.py
in evals
 32 1
canonicalize.py
in evals/generator
 36 2
useColorScheme.ts
in app/frontend/src/hooks
 37 2
eslint.config.js
in app/frontend
 37 -
useKnowledgeDocuments.ts
in app/frontend/src/hooks
 40 1
ThemeToggle.tsx
in app/frontend/src/components
 41 -
recursive.py
in ingestion/chunkers
 41 2
heading.py
in ingestion/chunkers
 44 1
48 3
base.py
in stores
 48 5
retrieval.py
in evals/metrics
 48 6
config.ts
in app/frontend/src/lib
 50 -
Files With Most Churn (Top 50)
Based on the number of lines added and deleted across all commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
112 - 2025-12-10 2025-12-10 1 2 +242 / -0 jordanellis@openai.com oaiagicorp@gmail.com
79 - 2025-12-10 2025-12-10 1 2 +170 / -0 jordanellis@openai.com oaiagicorp@gmail.com
main.py
in app/backend/app
 577 20 2025-11-01 2025-11-25 3 3 +145 / -21 103690170+royziv11@users.no... stsuruno@openai.com
321 9 2026-01-13 2026-01-13 1 1 +18 / -0 stsuruno@openai.com stsuruno@openai.com
__init__.py
in app/backend/app
 1 -
md.py
in ingestion/loaders
 1 -
docx.py
in ingestion/loaders
 1 -
csv.py
in ingestion/loaders
 1 -
pdf.py
in ingestion/loaders
 1 -
xml.py
in ingestion/loaders
 1 -
code.py
in ingestion/loaders
 1 -
html.py
in ingestion/loaders
 1 -
clean.py
in ingestion/preprocessors
 1 -
dedupe.py
in ingestion/preprocessors
 1 -
tables_to_md.py
in ingestion/preprocessors
 1 -
lang_detect.py
in ingestion/preprocessors
 1 -
__init__.py
in evals/reporters
 3 -
postcss.config.cjs
in app/frontend
 6 -
7 -
index.ts
in app/frontend/src/chatkit-react
 8 -
loader.py
in prompts
 11 1
logging.py
in telemetry
 11 1
App.tsx
in app/frontend/src
 12 -
index.html
in app/frontend
 13 -
main.tsx
in app/frontend/src
 13 -
19 3
schema.py
in evals/graders
 19 1
index.css
in app/frontend/src
 20 -
vite.config.ts
in app/frontend
 20 1
tailwind.config.ts
in app/frontend
 21 -
filter.py
in retrieval
 21 1
citations.py
in retrieval
 21 1
qa.py
in evals/metrics
 22 4
judge_prompts.py
in evals/graders
 22 2
documents.py
in app/backend/app
 23 4
types.py
in ingestion
 24 -
hybrid.py
in ingestion/chunkers
 28 1
md.py
in evals/reporters
 30 1
rubrics.py
in evals
 32 1
canonicalize.py
in evals/generator
 36 2
useColorScheme.ts
in app/frontend/src/hooks
 37 2
eslint.config.js
in app/frontend
 37 -
useKnowledgeDocuments.ts
in app/frontend/src/hooks
 40 1
ThemeToggle.tsx
in app/frontend/src/components
 41 -
recursive.py
in ingestion/chunkers
 41 2
heading.py
in ingestion/chunkers
 44 1
48 3
base.py
in stores
 48 5
retrieval.py
in evals/metrics
 48 6
config.ts
in app/frontend/src/lib
 50 -
Files With Most Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
main.py
in app/backend/app
 577 20 2025-11-01 2025-11-25 3 3 +145 / -21 103690170+royziv11@users.no... stsuruno@openai.com
112 - 2025-12-10 2025-12-10 1 2 +242 / -0 jordanellis@openai.com oaiagicorp@gmail.com
79 - 2025-12-10 2025-12-10 1 2 +170 / -0 jordanellis@openai.com oaiagicorp@gmail.com
321 9 2026-01-13 2026-01-13 1 1 +18 / -0 stsuruno@openai.com stsuruno@openai.com
synthesis.py
in models
 291 3
schema.py
in evals/graders
 19 1
runner.py
in evals/graders
 150 5
judge_prompts.py
in evals/graders
 22 2
html.py
in evals/reporters
 51 1
__init__.py
in evals/reporters
 3 -
md.py
in evals/reporters
 30 1
schema.py
in evals/datasets
 52 2
harness.py
in evals
 112 2
qa.py
in evals/metrics
 22 4
retrieval.py
in evals/metrics
 48 6
rubrics.py
in evals
 32 1
auto_pipeline.py
in evals/generator
 160 2
sampler.py
in evals/generator
 53 1
canonicalize.py
in evals/generator
 36 2
qgen.py
in evals/generator
 257 5
corpus_iter.py
in evals/generator
 92 1
candidates.py
in evals/generator
 104 3
local_judge.py
in evals/runners
 144 5
openai_evals.py
in evals/runners
 195 5
logging.py
in telemetry
 11 1
loader.py
in prompts
 11 1
19 3
utils.py
in ingestion/chunkers
 60 5
heading.py
in ingestion/chunkers
 44 1
xml_aware.py
in ingestion/chunkers
 65 3
recursive.py
in ingestion/chunkers
 41 2
hybrid.py
in ingestion/chunkers
 28 1
pipeline.py
in ingestion
 332 9
lang_detect.py
in ingestion/preprocessors
 1 -
tables_to_md.py
in ingestion/preprocessors
 1 -
dedupe.py
in ingestion/preprocessors
 1 -
clean.py
in ingestion/preprocessors
 1 -
html.py
in ingestion/loaders
 1 -
code.py
in ingestion/loaders
 1 -
xml.py
in ingestion/loaders
 1 -
pdf.py
in ingestion/loaders
 1 -
csv.py
in ingestion/loaders
 1 -
docx.py
in ingestion/loaders
 1 -
md.py
in ingestion/loaders
 1 -
types.py
in ingestion
 24 -
pipeline.py
in retrieval
 234 9
citations.py
in retrieval
 21 1
filter.py
in retrieval
 21 1
reranker.py
in retrieval
 134 8
expansion.py
in retrieval
 84 3
Files With Least Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
pipeline.py
in ingestion
 332 9
config.py
in cli
 296 7
synthesis.py
in models
 291 3
qgen.py
in evals/generator
 257 5
KnowledgeDocumentsPanel.tsx
in app/frontend/src/components
 236 5
pipeline.py
in retrieval
 234 9
main.py
in cli
 203 7
openai_evals.py
in evals/runners
 195 5
auto_pipeline.py
in evals/generator
 160 2
runner.py
in evals/graders
 150 5
memory_store.py
in app/backend/app
 145 2
local_judge.py
in evals/runners
 144 5
reranker.py
in retrieval
 134 8
114 6
114 -
harness.py
in evals
 112 2
custom-qdrant.yaml
in templates
 112 -
110 -
110 -
qdrant-hybrid.yaml
in templates
 107 -
useStableOptions.ts
in app/frontend/src/chatkit-react
 106 2
candidates.py
in evals/generator
 104 3
assistant_agent.py
in app/backend/app
 97 7
corpus_iter.py
in evals/generator
 92 1
Home.tsx
in app/frontend/src/components
 90 -
expansion.py
in retrieval
 84 3
useChatKit.ts
in app/frontend/src/chatkit-react
 83 1
ChatKit.tsx
in app/frontend/src/chatkit-react
 80 -
openai.yaml
in templates
 79 -
useThreadCitations.ts
in app/frontend/src/hooks
 72 1
xml_aware.py
in ingestion/chunkers
 65 3
ChatKitPanel.tsx
in app/frontend/src/components
 65 1
DocumentPreviewModal.tsx
in app/frontend/src/components
 64 2
utils.py
in ingestion/chunkers
 60 5
my_chunker.py
in extensions
 59 3
sampler.py
in evals/generator
 53 1
schema.py
in evals/datasets
 52 2
html.py
in evals/reporters
 51 1
config.ts
in app/frontend/src/lib
 50 -
retrieval.py
in evals/metrics
 48 6
base.py
in stores
 48 5
48 3
heading.py
in ingestion/chunkers
 44 1
recursive.py
in ingestion/chunkers
 41 2
ThemeToggle.tsx
in app/frontend/src/components
 41 -
useKnowledgeDocuments.ts
in app/frontend/src/hooks
 40 1
eslint.config.js
in app/frontend
 37 -
useColorScheme.ts
in app/frontend/src/hooks
 37 2
canonicalize.py
in evals/generator
 36 2
rubrics.py
in evals
 32 1
Correlations

File Size vs. Number of Changes: 4 points

stores/openai_file_search.py x: 321 lines of code y: 1 # changes configs/default.openai.yaml x: 79 lines of code y: 1 # changes configs/default.qdrant.yaml x: 112 lines of code y: 1 # changes app/backend/app/main.py x: 577 lines of code y: 3 # changes
3.0
# changes
  min: 1.0
  average: 1.5
  25th percentile: 1.0
  median: 1.0
  75th percentile: 2.5
  max: 3.0
0 577.0
lines of code
min: 79.0 | average: 272.25 | 25th percentile: 87.25 | median: 216.5 | 75th percentile: 513.0 | max: 577.0

Number of Contributors vs. Number of Changes: 4 points

stores/openai_file_search.py x: 1 # contributors y: 1 # changes configs/default.openai.yaml x: 2 # contributors y: 1 # changes app/backend/app/main.py x: 3 # contributors y: 3 # changes
3.0
# changes
  min: 1.0
  average: 1.5
  25th percentile: 1.0
  median: 1.0
  75th percentile: 2.5
  max: 3.0
0 3.0
# contributors
min: 1.0 | average: 2.0 | 25th percentile: 1.25 | median: 2.0 | 75th percentile: 2.75 | max: 3.0

Number of Contributors vs. File Size: 4 points

stores/openai_file_search.py x: 1 # contributors y: 321 lines of code configs/default.openai.yaml x: 2 # contributors y: 79 lines of code configs/default.qdrant.yaml x: 2 # contributors y: 112 lines of code app/backend/app/main.py x: 3 # contributors y: 577 lines of code
577.0
lines of code
  min: 79.0
  average: 272.25
  25th percentile: 87.25
  median: 216.5
  75th percentile: 513.0
  max: 577.0
0 3.0
# contributors
min: 1.0 | average: 2.0 | 25th percentile: 1.25 | median: 2.0 | 75th percentile: 2.75 | max: 3.0

Number of Changes vs. Line Churn: 23 points

.env.example x: 2 # changes y: 4 line churn README.md x: 1 # changes y: 8 line churn stores/openai_file_search.py x: 1 # changes y: 18 line churn .gitignore x: 1 # changes y: 4 line churn configs/default.openai.yaml x: 1 # changes y: 170 line churn configs/default.qdrant.yaml x: 1 # changes y: 242 line churn app/backend/app/main.py x: 3 # changes y: 166 line churn app/backend/tests/test_citations.py x: 2 # changes y: 202 line churn data/example_data/01_company_overview_and_history.txt x: 1 # changes y: 772 line churn data/example_data/02_investment_account_products.txt x: 1 # changes y: 906 line churn data/example_data/03_lending_products.txt x: 1 # changes y: 880 line churn data/example_data/04_insurance_offerings.txt x: 1 # changes y: 930 line churn data/example_data/05_business_banking.txt x: 1 # changes y: 828 line churn data/example_data/06_digital_banking_platform.txt x: 1 # changes y: 1036 line churn data/example_data/07_compliance_and_regulations.txt x: 1 # changes y: 714 line churn data/example_data/09_financial_advisory_process.txt x: 1 # changes y: 1014 line churn data/example_data/10_customer_support_policies.txt x: 1 # changes y: 688 line churn data/example_data/11_risk_management.txt x: 1 # changes y: 760 line churn data/example_data/12_treasury_operations.txt x: 1 # changes y: 782 line churn data/example_data/13_it_infrastructure_and_security.txt x: 1 # changes y: 718 line churn data/example_data/14_hr_and_training.txt x: 1 # changes y: 942 line churn data/example_data/15_investor_relations.txt x: 1 # changes y: 632 line churn
1036.0
line churn
  min: 4.0
  average: 578.09
  25th percentile: 170.0
  median: 718.0
  75th percentile: 880.0
  max: 1036.0
0 3.0
# changes
min: 1.0 | average: 1.17 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 3.0

Number of Contributors vs. Line Churn: 4 points

stores/openai_file_search.py x: 1 # contributors y: 18 line churn configs/default.openai.yaml x: 2 # contributors y: 170 line churn configs/default.qdrant.yaml x: 2 # contributors y: 242 line churn app/backend/app/main.py x: 3 # contributors y: 166 line churn
242.0
line churn
  min: 18.0
  average: 149.0
  25th percentile: 55.0
  median: 168.0
  75th percentile: 224.0
  max: 242.0
0 3.0
# contributors
min: 1.0 | average: 2.0 | 25th percentile: 1.25 | median: 2.0 | 75th percentile: 2.75 | max: 3.0

File Size vs. Line Churn: 4 points

stores/openai_file_search.py x: 321 lines of code y: 18 line churn configs/default.openai.yaml x: 79 lines of code y: 170 line churn configs/default.qdrant.yaml x: 112 lines of code y: 242 line churn app/backend/app/main.py x: 577 lines of code y: 166 line churn
242.0
line churn
  min: 18.0
  average: 149.0
  25th percentile: 55.0
  median: 168.0
  75th percentile: 224.0
  max: 242.0
0 577.0
lines of code
min: 79.0 | average: 272.25 | 25th percentile: 87.25 | median: 216.5 | 75th percentile: 513.0 | max: 577.0