Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-15 17:06 UTC

szczyglis-dev / py-gpt

Desktop AI Assistant powered by GPT-6, GPT-5, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, speech synthesis and recognition, web search, memory, presets, assistants,and more. Linux, Windows, Mac

Python · JavaScriptCustom license★ 1,918 stars⑂ 345 forkssince Apr 2023View on GitHub ↗

KindDesktop applicationCommand-line toolMCP serverLibraryhow this is determined

#artificial-intelligence #chatbot #desktop-app #openai #ai #ai-assistant #llm #autonomous-agent #llama-index #gpt-4 #claude #gemini #ollama #deepseek #perplexity #grok #gpt-5 #mcp #sora2 #gpt-6-astra

szczyglis-dev/py-gpt holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Vitality (83/100) and lowest on Security (41/100). It was last updated today. A single contributor accounts for most of its recent work.

overall / 100

Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met

Excellent80-92Strong across the board; minor gaps

Good65-79Healthy; gaps are limited and manageable

Moderate50-64Acceptable with notable gaps; review recommended

Weak35-49Material weaknesses across several areas

At Risk20-34Significant weaknesses; adoption warrants caution

Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).

Ownership

Marcin SzczyglińskiPersonal account

92 followers15 public repossince Feb 2020

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish	Tags
PyPI	pygpt-net	2.8.18	-	567	0 days ago	ai api api-key app assistant bielik chat chatbot chatgpt claude dall-e deepseek desktop gemini gpt gpt-3.5 gpt-4 gpt-4o gpt-5 gpt-oss gpt3.5 gpt4 grok langchain llama-index llama3 mistral o1 o3 ollama openai presets py-gpt pygpt pyside qt text-completion tts ui vision whisper

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

83Excellent · 21% of overall

Development activity

78Good

How it's scored

36/36	Push recency — last push 0 days ago
14.5/36	Commit cadence — 21/52 weeks with commits
18/18	Commit volume — 659 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	659
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	21

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 0 days ago
27/27	Release cadence — a release every ~1 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	100
latest_release_tag	v2.8.18
releases_from_tags	no
days_since_latest_release	0
mean_days_between_releases	1

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

74Good · 17% of overall

Popularity & adoption

83Excellent

How it's scored

53.2/60	Stars — 1,918 stars
21.1/25	Forks — 345 forks
9.1/15	Watchers — 44 watchers

Inputs used

forks	345
stars	1,918
watchers	44
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

64Moderate

How it's scored

22.5/22.5	README
16.9/22.5	License — license file present, not a recognized license
18/18	CONTRIBUTING guide
0/13.5	Code of conduct
0/7.2	Issue template
0/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	0
has_contributing	yes
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	no

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

58Moderate · 23% of overall

Maintainer resilience (bus factor)

23At Risk

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
0.1/22.5	Commit distribution — top contributor authored 100% of commits
13.5/13.5	Contributor breadth — 13 contributors
0/10	OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0

Inputs used

bus_factor	1
contributors_sampled	13
top_contributor_share	0.997

Issue & PR responsiveness

68Good

How it's scored

30.2/42	Issue resolution — 72% of issues closed
24.4/30	PR acceptance — 13/16 decided PRs merged
13/13	Newcomer PR acceptance — 2/2 first-time contributors' PRs merged in 30d
0/15	OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0

Inputs used

merged_prs	13
open_issues	47
closed_issues	121
prs_merged_7d	1
prs_decided_7d	1
prs_merged_30d	2
prs_decided_30d	2
issue_closed_ratio	0.72
closed_unmerged_prs	3
first_time_authors_30d	2
first_time_prs_merged_30d	2
first_time_prs_decided_30d	2

Ownership & stewardship

56Moderate

How it's scored

10/30	Ownership backing — personal (user) account
0/20	Verified domain — not applicable to user accounts
14.2/25	Owner reach — 92 followers of szczyglis-dev
20.8/25	Track record — 15 public repos, account ~6 yr old

Inputs used

followers	92
owner_type	User
is_verified	—
owner_login	szczyglis-dev
public_repos	15
account_age_days	2,395

Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 0 days ago
20/20	Version history — 567 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	pygpt-net
ecosystems	pypi
any_deprecated	no
min_days_since_publish	0

Engineering Quality

Are baseline engineering and documentation practices in place?

72Good · 19% of overall

Engineering practices

60Moderate

How it's scored

24/24	CI workflows — 1 workflow(s)
24/24	Tests present
0/16	Linter config
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
0/20	OpenSSF Scorecard: CI-Tests — no data

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	no
has_precommit_config	no

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

90Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://pygpt.net
10/10	Repository description
10/10	Topics — 20 topics
0/10	Wiki

Inputs used

topics	artificial-intelligence, chatbot, desktop-app, openai, ai, ai-assistant, llm, autonomous-agent, llama-index, gpt-4, claude, gemini, ollama, deepseek, perplexity, grok, gpt-5, mcp, sora2, gpt-6-astra
has_wiki	no
homepage	https://pygpt.net
docs_site	https://pygpt.net
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

41Weak · 16% of overall

Security posture

43Weak

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
2.2/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5	CI-Tests — no data
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5	Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.2/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — no data
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5	SAST — no SAST tool detected
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5	Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5	Vulnerabilities — 38 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	16
scorecard_version	v5.5.0
checks_inconclusive	2
scorecard_aggregate	4.3

Excluded from scoring (no data or not applicable): CI-Tests, Packaging. Remaining weights renormalized.

Dependency advisories

35Weak

How it's scored

4.3/35	Direct dependencies free of known advisories — 6 affected: chromadb 1.1.0 (critical 9.8), transformers 4.56.2 (critical 9.6), azure-core 1.37.0 (high 7.5), +3 more
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
21.7/40	No advisories left outstanding — 5 advisory-carrying package(s) unaddressed past 90 days; oldest published 265 days ago

Inputs used

source	osv
advisories	70
affected_packages	9
assessed_packages	388
unassessed_packages	35
affected_by_severity	critical 3, high 1, moderate 2, low 2, unknown 1
direct_affected_packages	6

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 388 resolved dependencies against OSV. 35 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

52Moderate · 4% of overall

Agent context & guidance

1Critical

How it's scored

0/45	Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15	Machine-readable docs (llms.txt)
0/40	Legible commit history — 0 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0
agent_instruction_files	—
agent_instruction_max_bytes	—

Verify loop (build / test / typecheck)

61Moderate

How it's scored

18/18	One-command bootstrap — docs/Makefile
22/22	Automated tests
0/11	Lint / format config
11/11	Static type checking — src/pygpt_net/provider/llms/llama_index/openai/py.typed
10/10	Reproducible environment — Dockerfile, lockfile
0/10	Demonstrated agent practice — no agent-authored commits among the last 100
0/8	Automated maintenance — no automated dependency updates observed
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Inputs used

has_nix	no
has_tests	yes
lockfiles	poetry.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	docs/Makefile
has_devcontainer	no
has_linter_config	no
typecheck_configs	src/pygpt_net/provider/llms/llama_index/openai/py.typed
agent_commit_share	0
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

81Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (src/pygpt_net/provider/llms/llama_index/openai/py.typed)
54/55	Manageable file sizes — 46/2,612 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	3,236,175
source_files_sampled	2,612
oversized_source_files	46

Machine-readable interfaces

100Exceptional

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20	MCP server
40/40	Runnable examples — examples

Inputs used

example_dirs	examples
has_mcp_signal	yes
api_schema_files	—
interfaces_expected_of	—

Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

1,918GitHub stars

13contributors

659commits, last 12 months

0days since last push

100releases

1bus factor

47open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
pypi download statistics for 'pygpt-net' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
deps.dev does not index pypi:pygpt-net@2.8.18; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 345 ⇿

0Stars

345Forks

94Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Major 0Minor 2Patch 91

Each point covers 4 days.

OpenSSF Scorecard 4.3 / 10

4.3aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-15 17:06 UTC

10	Binary-Artifacts	no binaries found in the repo
3	Branch-Protection	branch protection is not maximal on development and all release branches
n/a	CI-Tests	no pull request found
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/30 approved changesets -- score normalized to 0
0	Contributors	project has 0 contributing companies or organizations -- score normalized to 0
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
9	License	license file detected
10	Maintained	30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
n/a	Packaging	packaging workflow not detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
0	SAST	no SAST tool detected
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
10	Token-Permissions	GitHub workflow tokens follow principle of least privilege
0	Vulnerabilities	38 existing vulnerabilities detected

Direct dependencies 93

Registry	Package	Version constraint	Manifest
PyPI	anthropic	`0.75.0`	pyproject.toml
PyPI	azure-core	`1.37.0`	pyproject.toml
PyPI	beautifulsoup4	`4.13.5`	pyproject.toml
PyPI	boto3	`1.43.69`	pyproject.toml
PyPI	botocore	`1.43.69`	pyproject.toml
PyPI	charset-normalizer	`>=2.0,<3.2.0 \|\| >3.2.0`	pyproject.toml
PyPI	chromadb	`1.1.0`	pyproject.toml
PyPI	croniter	`2.0.7`	pyproject.toml
PyPI	docker	`7.2.0`	pyproject.toml
PyPI	docx2txt	`0.8`	pyproject.toml
PyPI	ddgs	`9.14.4`	pyproject.toml
PyPI	EbookLib	`0.18`	pyproject.toml
PyPI	gkeepapi	`0.15.1`	pyproject.toml
PyPI	google-api-python-client	`2.187.0`	pyproject.toml
PyPI	google-genai	`1.75.0`	pyproject.toml
PyPI	grpcio	`1.75.0`	pyproject.toml
PyPI	httpx	`0.28.1`	pyproject.toml
PyPI	httpx-socks	`0.10.1`	pyproject.toml
PyPI	huggingface-hub	`0.35.0`	pyproject.toml
PyPI	ipykernel	`6.31.0`	pyproject.toml
PyPI	jupyter_client	`8.9.1`	pyproject.toml
PyPI	llama-index	`0.14.23`	pyproject.toml
PyPI	llama-index-core	`0.14.23`	pyproject.toml
PyPI	llama-index-embeddings-azure-openai	`^0.5.2`	pyproject.toml
PyPI	llama-index-embeddings-google-genai	`^0.6.0`	pyproject.toml
PyPI	llama-index-embeddings-huggingface-api	`^0.6.0`	pyproject.toml
PyPI	llama-index-embeddings-mistralai	`^0.6.0`	pyproject.toml
PyPI	llama-index-embeddings-ollama	`^0.10.0`	pyproject.toml
PyPI	llama-index-embeddings-openai	`^0.6.0`	pyproject.toml
PyPI	llama-index-embeddings-openai-like	`^0.4.0`	pyproject.toml
PyPI	llama-index-embeddings-voyageai	`^0.7.0`	pyproject.toml
PyPI	llama-index-llms-anthropic	`^0.12`	pyproject.toml
PyPI	llama-index-llms-azure-openai	`^0.5.5`	pyproject.toml
PyPI	llama-index-llms-google-genai	`^0.11.1`	pyproject.toml
PyPI	llama-index-llms-huggingface-api	`^0.8.0`	pyproject.toml
PyPI	llama-index-llms-mistralai	`^0.11.0`	pyproject.toml
PyPI	llama-index-llms-ollama	`^0.11.0`	pyproject.toml
PyPI	llama-index-llms-openai	`^0.7.10`	pyproject.toml
PyPI	llama-index-llms-openai-like	`^0.8.0`	pyproject.toml
PyPI	llama-index-vector-stores-chroma	`0.5.5`	pyproject.toml
PyPI	llama-index-vector-stores-elasticsearch	`0.5.1`	pyproject.toml
PyPI	llama-index-vector-stores-qdrant	`0.8.8`	pyproject.toml
PyPI	llama-index-vector-stores-pinecone	`0.7.1`	pyproject.toml
PyPI	llama-index-vector-stores-redis	`0.6.2`	pyproject.toml
PyPI	llama-index-readers-chatgpt-plugin	`0.4.1`	pyproject.toml
PyPI	llama-index-readers-database	`0.5.1`	pyproject.toml
PyPI	llama-index-readers-file	`0.5.4`	pyproject.toml
PyPI	llama-index-readers-github	`0.8.2`	pyproject.toml
PyPI	llama-index-readers-google	`0.7.3`	pyproject.toml
PyPI	llama-index-readers-microsoft-onedrive	`0.4.1`	pyproject.toml
PyPI	llama-index-readers-twitter	`0.4.1`	pyproject.toml
PyPI	llama-index-readers-web	`0.5.6`	pyproject.toml
PyPI	litellm	`1.100.1`	pyproject.toml
PyPI	Markdown	`3.10.3`	pyproject.toml
PyPI	mcp	`1.29.0`	pyproject.toml
PyPI	mss	`9.0.2`	pyproject.toml
PyPI	nbconvert	`7.17.1`	pyproject.toml
PyPI	numpy	`—`	pyproject.toml
PyPI	onnxruntime	`1.22.1`	pyproject.toml
PyPI	openai	`2.54.0`	pyproject.toml
PyPI	openai-agents	`0.6.9`	pyproject.toml
PyPI	opencv-python	`4.11.0.86`	pyproject.toml
PyPI	packaging	`^25.0`	pyproject.toml
PyPI	pandas	`2.2.3`	pyproject.toml
PyPI	paramiko	`4.0.0`	pyproject.toml
PyPI	pillow	`12.3.0`	pyproject.toml
PyPI	pinecone	`7.0.1`	pyproject.toml
PyPI	playwright	`1.62.0`	pyproject.toml
PyPI	psutil	`7.2.2`	pyproject.toml
PyPI	PyAudio	`0.2.14`	pyproject.toml
PyPI	PyAutoGUI	`0.9.54`	pyproject.toml
PyPI	Pygments	`2.19.2`	pyproject.toml
PyPI	pydub	`0.25.1`	pyproject.toml
PyPI	pygame	`2.6.1`	pyproject.toml
PyPI	pypdf	`6.15.0`	pyproject.toml
PyPI	pynput	`1.8.2`	pyproject.toml
PyPI	pyserial	`3.5`	pyproject.toml
PyPI	PySide6	`6.9.1`	pyproject.toml
PyPI	python-markdown-math	`0.8`	pyproject.toml
PyPI	qasync	`0.27.1`	pyproject.toml
PyPI	redis	`5.3.1`	pyproject.toml
PyPI	qt-material	`2.17`	pyproject.toml
PyPI	SpeechRecognition	`3.17.0`	pyproject.toml
PyPI	show-in-file-manager	`1.1.6`	pyproject.toml
PyPI	SQLAlchemy	`2.0.43`	pyproject.toml
PyPI	Telethon	`1.44.0`	pyproject.toml
PyPI	tiktoken	`0.11.0`	pyproject.toml
PyPI	transformers	`4.56.2`	pyproject.toml
PyPI	twelvelabs	`1.2.9`	pyproject.toml
PyPI	urllib3	`2.7.0`	pyproject.toml
PyPI	wikipedia	`1.4.0`	pyproject.toml
PyPI	xai-sdk	`1.17.0`	pyproject.toml
PyPI	youtube-transcript-api	`0.6.3`	pyproject.toml

All dependencies 423

Full resolved dependency set from the GitHub dependency graph: 93 direct and 330 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	anthropic	`0.75.0`	direct
PyPI	azure-core	`1.37.0`	direct
PyPI	beautifulsoup4	`4.13.5`	direct
PyPI	boto3	`1.43.69`	direct
PyPI	botocore	`1.43.69`	direct
PyPI	charset-normalizer	`3.4.9`	direct
PyPI	chromadb	`1.1.0`	direct
PyPI	croniter	`2.0.7`	direct
PyPI	ddgs	`9.14.4`	direct
PyPI	docker	`7.2.0`	direct
PyPI	docx2txt	`0.8`	direct
PyPI	ebooklib	`0.18`	direct
PyPI	gkeepapi	`0.15.1`	direct
PyPI	google-api-python-client	`2.187.0`	direct
PyPI	google-genai	`1.75.0`	direct
PyPI	grpcio	`1.75.0`	direct
PyPI	httpx	`0.28.1`	direct
PyPI	httpx-socks	`0.10.1`	direct
PyPI	huggingface-hub	`0.35.0`	direct
PyPI	ipykernel	`6.31.0`	direct
PyPI	jupyter-client	`8.9.1`	direct
PyPI	litellm	`1.100.1`	direct
PyPI	llama-index	`0.14.23`	direct
PyPI	llama-index-core	`0.14.23`	direct
PyPI	llama-index-embeddings-azure-openai	`0.5.2`	direct
PyPI	llama-index-embeddings-google-genai	`0.6.0`	direct
PyPI	llama-index-embeddings-huggingface-api	`0.6.0`	direct
PyPI	llama-index-embeddings-mistralai	`0.6.0`	direct
PyPI	llama-index-embeddings-ollama	`0.10.0`	direct
PyPI	llama-index-embeddings-openai	`0.6.0`	direct
PyPI	llama-index-embeddings-openai-like	`0.4.0`	direct
PyPI	llama-index-embeddings-voyageai	`0.7.0`	direct
PyPI	llama-index-llms-anthropic	`0.12.0`	direct
PyPI	llama-index-llms-azure-openai	`0.5.5`	direct
PyPI	llama-index-llms-google-genai	`0.11.1`	direct
PyPI	llama-index-llms-huggingface-api	`0.8.0`	direct
PyPI	llama-index-llms-mistralai	`0.11.0`	direct
PyPI	llama-index-llms-ollama	`0.11.0`	direct
PyPI	llama-index-llms-openai	`0.7.10`	direct
PyPI	llama-index-llms-openai-like	`0.8.0`	direct
PyPI	llama-index-readers-chatgpt-plugin	`0.4.1`	direct
PyPI	llama-index-readers-database	`0.5.1`	direct
PyPI	llama-index-readers-file	`0.5.4`	direct
PyPI	llama-index-readers-github	`0.8.2`	direct
PyPI	llama-index-readers-google	`0.7.3`	direct
PyPI	llama-index-readers-microsoft-onedrive	`0.4.1`	direct
PyPI	llama-index-readers-twitter	`0.4.1`	direct
PyPI	llama-index-readers-web	`0.5.6`	direct
PyPI	llama-index-vector-stores-chroma	`0.5.5`	direct
PyPI	llama-index-vector-stores-elasticsearch	`0.5.1`	direct
PyPI	llama-index-vector-stores-pinecone	`0.7.1`	direct
PyPI	llama-index-vector-stores-qdrant	`0.8.8`	direct
PyPI	llama-index-vector-stores-redis	`0.6.2`	direct
PyPI	markdown	`3.10.3`	direct
PyPI	mcp	`1.29.0`	direct
PyPI	mss	`9.0.2`	direct
PyPI	nbconvert	`7.17.1`	direct
PyPI	numpy	`1.26.4`	direct
PyPI	onnxruntime	`1.22.1`	direct
PyPI	openai	`2.54.0`	direct
PyPI	openai-agents	`0.6.9`	direct
PyPI	opencv-python	`4.11.0.86`	direct
PyPI	packaging	`25.0`	direct
PyPI	pandas	`2.2.3`	direct
PyPI	paramiko	`4.0.0`	direct
PyPI	pillow	`12.3.0`	direct
PyPI	pinecone	`7.0.1`	direct
PyPI	playwright	`1.62.0`	direct
PyPI	psutil	`7.2.2`	direct
PyPI	pyaudio	`0.2.14`	direct
PyPI	pyautogui	`0.9.54`	direct
PyPI	pydub	`0.25.1`	direct
PyPI	pygame	`2.6.1`	direct
PyPI	pygments	`2.19.2`	direct
PyPI	pynput	`1.8.2`	direct
PyPI	pypdf	`6.15.0`	direct
PyPI	pyserial	`3.5`	direct
PyPI	pyside6	`6.9.1`	direct
PyPI	python-markdown-math	`0.8`	direct
PyPI	qasync	`0.27.1`	direct
PyPI	qt-material	`2.17`	direct
PyPI	redis	`5.3.1`	direct
PyPI	show-in-file-manager	`1.1.6`	direct
PyPI	speechrecognition	`3.17.0`	direct
PyPI	sqlalchemy	`2.0.43`	direct
PyPI	telethon	`1.44.0`	direct
PyPI	tiktoken	`0.11.0`	direct
PyPI	transformers	`4.56.2`	direct
PyPI	twelvelabs	`1.2.9`	direct
PyPI	urllib3	`2.7.0`	direct
PyPI	wikipedia	`1.4.0`	direct
PyPI	xai-sdk	`1.17.0`	direct
PyPI	youtube-transcript-api	`0.6.3`	direct
npm	@colors/colors	`^1.6.0`	indirect
npm	@rollup/plugin-commonjs	`^26.0.1`	indirect
npm	@rollup/plugin-json	`^6.0.1`	indirect
npm	@rollup/plugin-node-resolve	`^15.2.3`	indirect
npm	@types/mocha	`^10.0.2`	indirect
npm	@typescript-eslint/eslint-plugin	`^7.15.0`	indirect
npm	@typescript-eslint/parser	`^7.15.0`	indirect
npm	clean-css	`^5.3.2`	indirect
npm	cli-table	`^0.3.1`	indirect
npm	commander	`^12.1.0`	indirect
npm	css	`^3.0.0`	indirect
npm	css-color-names	`^1.0.1`	indirect
npm	deep-freeze-es6	`^3.0.2`	indirect
npm	del	`^7.1.0`	indirect
npm	dependency-resolver	`^2.0.1`	indirect
npm	eslint	`^8.57.0`	indirect
npm	eslint-config-standard	`^17.1.0`	indirect
npm	eslint-plugin-import	`^2.28.1`	indirect
npm	eslint-plugin-node	`^11.1.0`	indirect
npm	eslint-plugin-promise	`^6.1.1`	indirect
npm	glob	`^8.1.0`	indirect
npm	glob-promise	`^6.0.5`	indirect
npm	handlebars	`^4.7.8`	indirect
npm	http-server	`^14.1.1`	indirect
npm	jsdom	`^24.1.0`	indirect
npm	lodash	`^4.17.20`	indirect
npm	mocha	`^10.2.0`	indirect
npm	refa	`^0.4.1`	indirect
npm	rollup	`^4.0.2`	indirect
npm	should	`^13.2.3`	indirect
npm	terser	`^5.21.0`	indirect
npm	tiny-worker	`^2.3.0`	indirect
npm	typescript	`^5.2.2`	indirect
npm	wcag-contrast	`^3.0.0`	indirect
PyPI	aiohappyeyeballs	`2.7.1`	indirect
PyPI	aiohttp	`3.14.3`	indirect
PyPI	aiolimiter	`1.2.1`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	aiosqlite	`0.22.1`	indirect
PyPI	altgraph	`0.17.5`	indirect
PyPI	annotated-doc	`0.0.5`	indirect
PyPI	annotated-types	`0.8.0`	indirect
PyPI	anyio	`4.14.2`	indirect
PyPI	appnope	`0.1.4`	indirect
PyPI	asttokens	`3.0.2`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	audioop-lts	`0.2.2`	indirect
PyPI	automat	`25.4.16`	indirect
PyPI	azure-identity	`1.25.3`	indirect
PyPI	backoff	`2.2.1`	indirect
PyPI	banks	`2.5.0`	indirect
PyPI	bcrypt	`5.0.0`	indirect
PyPI	bleach	`6.4.0`	indirect
PyPI	brotli	`1.2.0`	indirect
PyPI	brotlicffi	`1.2.0.1`	indirect
PyPI	build	`1.5.0`	indirect
PyPI	certifi	`2026.7.22`	indirect
PyPI	cffi	`2.1.1`	indirect
PyPI	chromedriver-autoinstaller	`0.6.4`	indirect
PyPI	click	`8.4.2`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	coloredlogs	`15.0.1`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	constantly	`23.10.4`	indirect
PyPI	cryptography	`50.0.0`	indirect
PyPI	cssselect	`1.5.0`	indirect
PyPI	dataclasses-json	`0.6.7`	indirect
PyPI	debugpy	`1.8.21`	indirect
PyPI	decorator	`5.3.1`	indirect
PyPI	defusedxml	`0.7.1`	indirect
PyPI	deprecated	`1.3.1`	indirect
PyPI	dirtyjson	`1.0.8`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	docstring-parser	`0.18.0`	indirect
PyPI	durationpy	`0.10`	indirect
PyPI	elastic-transport	`8.19.0`	indirect
PyPI	elasticsearch	`8.19.3`	indirect
PyPI	eval-type-backport	`0.4.0`	indirect
PyPI	evdev	`1.9.3`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fake-useragent	`2.2.0`	indirect
PyPI	fastjsonschema	`2.22.1`	indirect
PyPI	fastuuid	`0.14.0`	indirect
PyPI	feedfinder2	`0.0.4`	indirect
PyPI	feedparser	`6.0.14`	indirect
PyPI	feedparser-sgmllib	`2.1.0`	indirect
PyPI	ffmpeg-python	`0.2.0`	indirect
PyPI	filelock	`3.32.2`	indirect
PyPI	filetype	`1.2.0`	indirect
PyPI	firecrawl-py	`4.35.0`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2026.7.0`	indirect
PyPI	future	`1.0.0`	indirect
PyPI	google-api-core	`2.33.0`	indirect
PyPI	google-auth	`2.56.3`	indirect
PyPI	google-auth-httplib2	`0.2.1`	indirect
PyPI	google-auth-oauthlib	`1.4.0`	indirect
PyPI	googleapis-common-protos	`1.75.0`	indirect
PyPI	gpsoauth	`2.0.0`	indirect
PyPI	greenlet	`3.5.5`	indirect
PyPI	griffe	`1.15.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	h2	`4.4.1`	indirect
PyPI	hf-xet	`1.6.0`	indirect
PyPI	hpack	`4.2.0`	indirect
PyPI	html2text	`2024.2.26`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httplib2	`0.32.0`	indirect
PyPI	httptools	`0.8.0`	indirect
PyPI	httpx-sse	`0.4.3`	indirect
PyPI	humanfriendly	`10.0`	indirect
PyPI	hyperframe	`6.1.0`	indirect
PyPI	hyperlink	`21.0.0`	indirect
PyPI	idna	`3.18`	indirect
PyPI	importlib-metadata	`8.9.0`	indirect
PyPI	importlib-resources	`7.1.0`	indirect
PyPI	incremental	`24.11.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	invoke	`3.0.3`	indirect
PyPI	ipython	`8.39.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	itemadapter	`0.13.1`	indirect
PyPI	itemloaders	`1.4.0`	indirect
PyPI	jedi	`0.20.0`	indirect
PyPI	jieba3k	`0.35.1`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jiter	`0.16.0`	indirect
PyPI	jmespath	`1.1.0`	indirect
PyPI	joblib	`1.5.3`	indirect
PyPI	jsonpatch	`1.33`	indirect
PyPI	jsonpath-python	`1.1.6`	indirect
PyPI	jsonpointer	`3.1.1`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	jupyterlab-pygments	`0.3.0`	indirect
PyPI	kubernetes	`36.0.3`	indirect
PyPI	langchain-core	`1.5.4`	indirect
PyPI	langchain-protocol	`0.0.18`	indirect
PyPI	langchain-text-splitters	`1.1.2`	indirect
PyPI	langsmith	`0.10.18`	indirect
PyPI	llama-index-instrumentation	`0.5.0`	indirect
PyPI	llama-index-utils-huggingface	`0.4.1`	indirect
PyPI	llama-index-workflows	`2.23.0`	indirect
PyPI	lxml	`6.1.1`	indirect
PyPI	lxml-html-clean	`0.4.5`	indirect
PyPI	macholib	`1.16.4`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markdownify	`1.2.3`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	marshmallow	`3.26.2`	indirect
PyPI	matplotlib-inline	`0.2.2`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mistralai	`2.9.2`	indirect
PyPI	mistune	`3.3.4`	indirect
PyPI	ml-dtypes	`0.4.1`	indirect
PyPI	mmh3	`5.2.1`	indirect
PyPI	mouseinfo	`0.1.3`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msal	`1.37.0`	indirect
PyPI	msal-extensions	`1.3.1`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	myst-parser	`—`	indirect
PyPI	nbclient	`0.11.0`	indirect
PyPI	nbformat	`5.11.0`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	networkx	`3.4.2`	indirect
PyPI	newspaper3k	`0.2.8`	indirect
PyPI	nltk	`3.10.2`	indirect
PyPI	oauth2client	`4.1.3`	indirect
PyPI	oauthlib	`3.3.1`	indirect
PyPI	ollama	`0.6.2`	indirect
PyPI	opentelemetry-api	`1.44.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-common	`1.44.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.44.0`	indirect
PyPI	opentelemetry-proto	`1.44.0`	indirect
PyPI	opentelemetry-sdk	`1.44.0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.65b0`	indirect
PyPI	orjson	`3.11.9`	indirect
PyPI	outcome	`1.3.0.post0`	indirect
PyPI	overrides	`7.7.0`	indirect
PyPI	oxylabs	`3.0.0`	indirect
PyPI	pandocfilters	`1.5.1`	indirect
PyPI	parsel	`1.11.0`	indirect
PyPI	parso	`0.8.7`	indirect
PyPI	pefile	`2024.8.26`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pinecone-plugin-interface	`0.0.7`	indirect
PyPI	platformdirs	`4.11.2`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	portalocker	`3.2.0`	indirect
PyPI	posthog	`5.4.0`	indirect
PyPI	primp	`1.3.1`	indirect
PyPI	prompt-toolkit	`3.0.53`	indirect
PyPI	propcache	`0.5.2`	indirect
PyPI	protego	`0.6.2`	indirect
PyPI	proto-plus	`1.28.2`	indirect
PyPI	protobuf	`5.29.6`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	pyaes	`1.6.1`	indirect
PyPI	pyasn1	`0.6.4`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pybase64	`1.5.0`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pycryptodomex	`3.23.0`	indirect
PyPI	pydantic	`2.13.4`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pydantic-settings	`2.15.0`	indirect
PyPI	pydispatcher	`2.0.7`	indirect
PyPI	pydrive	`1.3.1`	indirect
PyPI	pyee	`13.0.1`	indirect
PyPI	pygetwindow	`0.0.9`	indirect
PyPI	pyinstaller	`6.22.0`	indirect
PyPI	pyinstaller-hooks-contrib	`2026.6`	indirect
PyPI	pyjwt	`2.13.0`	indirect
PyPI	pymsgbox	`2.0.1`	indirect
PyPI	pynacl	`1.6.2`	indirect
PyPI	pyobjc-core	`12.2.2`	indirect
PyPI	pyobjc-framework-applicationservices	`12.2.2`	indirect
PyPI	pyobjc-framework-cocoa	`12.2.2`	indirect
PyPI	pyobjc-framework-coretext	`12.2.2`	indirect
PyPI	pyobjc-framework-quartz	`12.2.2`	indirect
PyPI	pyopenssl	`26.4.0`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pyperclip	`1.11.0`	indirect
PyPI	pypika	`0.51.1`	indirect
PyPI	pyproject-hooks	`1.2.0`	indirect
PyPI	pypydispatcher	`2.1.2`	indirect
PyPI	pyreadline3	`3.5.6`	indirect
PyPI	pyrect	`0.2.0`	indirect
PyPI	pyscreeze	`1.0.1`	indirect
PyPI	pyside6-addons	`6.9.1`	indirect
PyPI	pyside6-essentials	`6.9.1`	indirect
PyPI	pysocks	`1.7.1`	indirect
PyPI	pytest	`7.4.4`	indirect
PyPI	pytest-asyncio	`0.23.8`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	python-multipart	`0.0.32`	indirect
PyPI	python-socks	`3.0.0`	indirect
PyPI	python-ulid	`3.2.1`	indirect
PyPI	python-xlib	`0.33`	indirect
PyPI	python3-xlib	`0.15`	indirect
PyPI	pytweening	`1.2.0`	indirect
PyPI	pytz	`2026.3.post1`	indirect
PyPI	pywin32	`312`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	pyxdg	`0.28`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	pyzmq	`27.1.0`	indirect
PyPI	qdrant-client	`1.15.1`	indirect
PyPI	queuelib	`1.9.0`	indirect
PyPI	redisvl	`0.4.1`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2026.7.19`	indirect
PyPI	requests	`2.34.2`	indirect
PyPI	requests-file	`3.0.1`	indirect
PyPI	requests-oauthlib	`2.0.0`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	rich	`15.0.0`	indirect
PyPI	rpds-py	`0.30.0`	indirect
PyPI	rsa	`4.9.1`	indirect
PyPI	rubicon-objc	`0.5.6`	indirect
PyPI	s3transfer	`0.19.2`	indirect
PyPI	safetensors	`0.8.0`	indirect
PyPI	scrapy	`2.17.0`	indirect
PyPI	selenium	`4.39.0`	indirect
PyPI	service-identity	`26.1.0`	indirect
PyPI	setuptools	`84.0.0`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	shiboken6	`6.9.1`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	socksio	`1.0.0`	indirect
PyPI	sortedcontainers	`2.4.0`	indirect
PyPI	soupsieve	`2.9.2`	indirect
PyPI	sphinx-intl	`2.1.0`	indirect
PyPI	sphinx-rtd-theme	`1.2.0`	indirect
PyPI	spider-client	`0.0.27`	indirect
PyPI	sse-starlette	`3.4.8`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	standard-aifc	`3.13.0`	indirect
PyPI	standard-chunk	`3.13.0`	indirect
PyPI	starlette	`1.6.0`	indirect
PyPI	striprtf	`0.0.26`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	tabulate	`0.9.0`	indirect
PyPI	tenacity	`9.1.4`	indirect
PyPI	tinycss2	`1.5.1`	indirect
PyPI	tinysegmenter	`0.3`	indirect
PyPI	tinytag	`2.3.0`	indirect
PyPI	tldextract	`5.3.2`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	tomli	`2.4.1`	indirect
PyPI	tornado	`6.5.8`	indirect
PyPI	tqdm	`4.70.0`	indirect
PyPI	traitlets	`5.16.1`	indirect
PyPI	trio	`0.34.0`	indirect
PyPI	trio-websocket	`0.12.2`	indirect
PyPI	tweepy	`4.17.0`	indirect
PyPI	twisted	`26.4.0`	indirect
PyPI	typer	`0.27.1`	indirect
PyPI	types-requests	`2.33.0.20260712`	indirect
PyPI	typing-extensions	`4.16.0`	indirect
PyPI	typing-inspect	`0.9.0`	indirect
PyPI	typing-inspection	`0.4.3`	indirect
PyPI	tzdata	`2026.3`	indirect
PyPI	uritemplate	`4.2.0`	indirect
PyPI	uuid-utils	`0.17.0`	indirect
PyPI	uvicorn	`0.52.1`	indirect
PyPI	uvloop	`0.22.1`	indirect
PyPI	voyageai	`0.3.7`	indirect
PyPI	w3lib	`2.4.1`	indirect
PyPI	watchfiles	`1.2.0`	indirect
PyPI	wcwidth	`0.8.2`	indirect
PyPI	webencodings	`0.5.1`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	websockets	`15.0.1`	indirect
PyPI	wrapt	`2.3.0`	indirect
PyPI	wsproto	`1.3.2`	indirect
PyPI	xxhash	`3.8.1`	indirect
PyPI	yarl	`1.24.5`	indirect
PyPI	zipp	`4.1.0`	indirect
PyPI	zope-interface	`8.5`	indirect
PyPI	zstandard	`0.25.0`	indirect

Dependency advisories 9

This repository publishes no package the index resolves, so its own dependency graph was assessed — 388 packages, which also include development and test pins that never ship: 9 carry known advisories, of which 6 are direct. 35 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

Package	Version	Relation	Severity	Advisories	Fixed in
chromadb	`1.1.0`	direct	critical	8	—
transformers	`4.56.2`	direct	critical	13	`5.10.0`
nltk	`3.10.2`	indirect	critical	34	`3.10.3`
azure-core	`1.37.0`	direct	high	2	`1.38.0`
pypdf	`6.15.0`	direct	moderate	6	`6.16.1`
pytest	`7.4.4`	indirect	moderate	2	`9.0.3`
paramiko	`4.0.0`	direct	low	2	—
pygments	`2.19.2`	direct	low	2	`2.20.0`
scrapy	`2.17.0`	indirect	unknown	1	—

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.

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