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RAG

f13/microservices/rag
pypi

This dossier retains 147 exact component occurrences from 1 published evidence files at one immutable repository commit.

opencode:5710bf14846ccf85project ID + commit SHA + exact evidence path

Published dependency evidence does not prove deployment, productive use, procurement or runtime reachability.

project ID + commit SHA + exact evidence path
147exact component occurrences
147package identities
1evidence file
246OSV records returned
Exact published evidence

Files that resolve this repository’s dependencies

Every file remains tied to the observed commit. A parse error stays visible and never becomes a zero.

Evidence pathuv.locksha256:016f4c7dbf5927929826625b55feeec6d5fdc6e3087d2ed0dfe9b73eea882676
Format
uv-lock
Parser state
parsed
Resolved components
147
Open exact source ↗
Observed relations

Package identities at this commit

pypiOllama SDKpypi:ollama
1 Occurrence0.6.3
MIT
→
pypiOpenAI SDKpypi:openai
1 Occurrence3.41.0
Apache-2.0
→
pypipypdfpypi:pypdf
1 Occurrence6.21.4
BSD-3-Clause · non-standard67 OSV records returned
pypiaiohttppypi:aiohttp
1 Occurrence3.14.5
Apache-2.0 · Apache-2.0 AND MIT41 OSV records returned
→
pypipyjwtpypi:pyjwt
1 Occurrence2.15.1
MIT22 OSV records returned
pypivirtualenvpypi:virtualenv
1 Occurrence21.15.1
MIT20 OSV records returned
pypifilelockpypi:filelock
1 Occurrence4.2.4
MIT · Unlicense11 OSV records returned
→
pypiurllib3pypi:urllib3
1 Occurrence2.8.0
MIT10 OSV records returned
→
pypicryptographypypi:cryptography
1 Occurrence50.0.2
Apache-2.0 OR BSD-3-Clause9 OSV records returned
pypipython-multipartpypi:python-multipart
1 Occurrence0.0.33
Apache-2.08 OSV records returned
→
pypisoupsievepypi:soupsieve
1 Occurrence3.0.4
MIT8 OSV records returned
pypistarlettepypi:starlette
1 Occurrence1.10.0
BSD-3-Clause8 OSV records returned
→
pypimcppypi:mcp
1 Occurrence1.30.0
MIT7 OSV records returned
pypiwerkzeugpypi:werkzeug
1 Occurrence3.1.9
BSD-3-Clause · non-standard7 OSV records returned
pypijinja2pypi:jinja2
1 Occurrence3.1.6
BSD-3-Clause · non-standard4 OSV records returned
→
pypisetuptoolspypi:setuptools
1 Occurrence84.2.1
MIT4 OSV records returned
→
pypirequestspypi:requests
1 Occurrence2.34.2
Apache-2.03 OSV records returned
→
pypianyiopypi:anyio
1 Occurrence4.15.1
MIT2 OSV records returned
→
pypicertifipypi:certifi
1 Occurrence2026.10.23
MPL-2.02 OSV records returned
→
pypigraphql-corepypi:graphql-core
1 Occurrence3.3.1
MIT2 OSV records returned
pypiopentelemetry-apipypi:opentelemetry-api
1 Occurrence1.45.2
Apache-2.02 OSV records returned
pypih11pypi:h11
1 Occurrence0.16.0
MIT1 OSV record returned
→
pypiidnapypi:idna
1 Occurrence3.20
BSD-3-Clause · non-standard1 OSV record returned
→
pypimultidictpypi:multidict
1 Occurrence7.2.1
Apache-2.01 OSV record returned
→
pypipydantic-settingspypi:pydantic-settings
1 Occurrence2.16.2
MIT1 OSV record returned
pypipygmentspypi:pygments
1 Occurrence2.21.0
BSD-2-Clause1 OSV record returned
→
pypipytestpypi:pytest
1 Occurrence9.2.0
MIT1 OSV record returned
pypipython-dotenvpypi:python-dotenv
1 Occurrence1.2.4
BSD-3-Clause1 OSV record returned
→
pypitqdmpypi:tqdm
1 Occurrence4.70.1
MIT AND MPL-2.01 OSV record returned
→
pypiwheelpypi:wheel
1 Occurrence0.48.0
MIT1 OSV record returned
pypiaiohappyeyeballspypi:aiohappyeyeballs
1 Occurrence2.7.1
PSF-2.0
pypiaiosignalpypi:aiosignal
1 Occurrence1.4.0
Apache-2.0
pypiannotated-docpypi:annotated-doc
1 Occurrence0.0.5
MIT
pypiannotated-typespypi:annotated-types
1 Occurrence0.8.0
MIT
pypiapschedulerpypi:apscheduler
1 Occurrence3.11.3
MIT
pypiasttokenspypi:asttokens
1 Occurrence3.0.2
Apache-2.0
pypiattrspypi:attrs
1 Occurrence26.1.0
MIT
pypibackoffpypi:backoff
1 Occurrence2.2.1
MIT
pypibeautifulsoup4pypi:beautifulsoup4
1 Occurrence4.15.0
MIT
pypiboolean-pypypi:boolean-py
1 Occurrence5.0
BSD-2-Clause
pypicffipypi:cffi
1 Occurrence2.1.1
MIT · MIT-0
pypicfgvpypi:cfgv
1 Occurrence3.5.0
MIT
pypicharset-normalizerpypi:charset-normalizer
1 Occurrence3.5.2
MIT
pypiclickpypi:click
1 Occurrence8.3.3
BSD-3-Clause · non-standard
pypicoloramapypi:colorama
1 Occurrence0.4.6
non-standard
pypicopierpypi:copier
1 Occurrence9.19.1
MIT
pypicoveragepypi:coverage
1 Occurrence7.17.0
Apache-2.0
pypideepevalpypi:deepeval
1 Occurrence4.3.3
Apache-2.0
pypidistlibpypi:distlib
1 Occurrence0.4.4
PSF-2.0
pypidistropypi:distro
1 Occurrence1.9.0
Apache-2.0
pypidocstring-parserpypi:docstring-parser
1 Occurrence0.18.0
MIT
pypidunamaipypi:dunamai
1 Occurrence1.26.3
MIT
pypielastic-transportpypi:elastic-transport
1 Occurrence8.19.0
non-standard
pypielasticsearchpypi:elasticsearch
1 Occurrence8.19.3
Apache-2.0
pypielasticsearch-haystackpypi:elasticsearch-haystack
1 Occurrence6.4.2
Apache-2.0
pypiexecnetpypi:execnet
1 Occurrence2.1.2
MIT
pypiexecutingpypi:executing
1 Occurrence2.3.0
MIT
pypifastapipypi:fastapi
1 Occurrence0.156.7
MIT
pypifastapi-mcppypi:fastapi-mcp
1 Occurrence0.4.0
MIT
pypifiletypepypi:filetype
1 Occurrence1.2.0
MIT
pypifrozenlistpypi:frozenlist
1 Occurrence1.8.0
Apache-2.0
pypifuncypypi:funcy
1 Occurrence2.1
non-standard
pypigrpciopypi:grpcio
1 Occurrence1.85.0
Apache-2.0
pypiharfilepypi:harfile
1 Occurrence0.6.0
MIT
pypihaystack-aipypi:haystack-ai
1 Occurrence2.31.1
Apache-2.0
pypihaystack-experimentalpypi:haystack-experimental
1 Occurrence0.19.0.post1
Apache-2.0
pypihttpcorepypi:httpcore
1 Occurrence1.0.9
BSD-3-Clause
pypihttpcore2pypi:httpcore2
1 Occurrence2.16.0
BSD-3-Clause
pypihttpxpypi:httpx
1 Occurrence0.28.1
BSD-3-Clause
pypihttpx-ssepypi:httpx-sse
1 Occurrence0.4.3
MIT
pypihttpx2pypi:httpx2
1 Occurrence2.16.0
BSD-3-Clause
pypihttpx2-jsfetchpypi:httpx2-jsfetch
1 Occurrence1.0
BSD-3-Clause
pypihypothesispypi:hypothesis
1 Occurrence6.170.14
MPL-2.0
pypihypothesis-graphqlpypi:hypothesis-graphql
1 Occurrence0.13.6
MIT
pypiidentifypypi:identify
1 Occurrence2.6.20
MIT
pypiiniconfigpypi:iniconfig
1 Occurrence2.3.1
MIT
pypiinline-snapshotpypi:inline-snapshot
1 Occurrence0.36.1
MIT
pypijinja2-ansible-filterspypi:jinja2-ansible-filters
1 Occurrence1.3.2
GPL-3.0
pypijiterpypi:jiter
1 Occurrence0.18.0
MIT
pypijsonschemapypi:jsonschema
1 Occurrence4.26.0
MIT
pypijsonschema-rspypi:jsonschema-rs
1 Occurrence0.60.3
MIT
pypijsonschema-specificationspypi:jsonschema-specifications
1 Occurrence2025.9.1
MIT
pypilazy-importspypi:lazy-imports
1 Occurrence1.2.0
Apache-2.0
pypilicense-expressionpypi:license-expression
1 Occurrence30.4.4
Apache-2.0
pypimarkdown-it-pypypi:markdown-it-py
1 Occurrence4.2.0
MIT
pypimarkupsafepypi:markupsafe
1 Occurrence3.0.4
BSD-3-Clause
pypimdurlpypi:mdurl
1 Occurrence0.1.2
MIT
pypimore-itertoolspypi:more-itertools
1 Occurrence11.2.1
MIT
pypinest-asynciopypi:nest-asyncio
1 Occurrence1.6.0
BSD-2-Clause
pypinetworkxpypi:networkx
1 Occurrence3.7
BSD-3-Clause · non-standard
pypinodeenvpypi:nodeenv
1 Occurrence1.11.1
BSD-3-Clause · non-standard
pypinumpypypi:numpy
1 Occurrence2.5.4
0BSD AND BSD-3-Clause AND CC0-1.0 AND MIT AND Zlib · non-standard
pypiopentelemetry-sdkpypi:opentelemetry-sdk
1 Occurrence1.45.2
Apache-2.0
pypiopentelemetry-semantic-conventionspypi:opentelemetry-semantic-conventions
1 Occurrence0.66b2
Apache-2.0
pypipackagingpypi:packaging
1 Occurrence26.3
Apache-2.0 OR BSD-2-Clause · non-standard
pypipathspecpypi:pathspec
1 Occurrence1.1.1
MPL-2.0
pypiplatformdirspypi:platformdirs
1 Occurrence4.14.0
MIT
pypipluggypypi:pluggy
1 Occurrence1.7.0
MIT
pypiplumbumpypi:plumbum
1 Occurrence2.0.2
MIT
pypiportalockerpypi:portalocker
1 Occurrence4.4.2
BSD-3-Clause
pypiposthogpypi:posthog
1 Occurrence7.81.1
MIT
pypipre-commitpypi:pre-commit
1 Occurrence4.6.0
MIT
pypiprompt-toolkitpypi:prompt-toolkit
1 Occurrence3.0.53
BSD-3-Clause · non-standard
pypipropcachepypi:propcache
1 Occurrence0.5.4
Apache-2.0
pypipycparserpypi:pycparser
1 Occurrence3.12
BSD-3-Clause
pypipydanticpypi:pydantic
1 Occurrence2.14.3
MIT
pypipydantic-corepypi:pydantic-core
1 Occurrence2.50.4
MIT
pypipyfigletpypi:pyfiglet
1 Occurrence1.0.4
MIT
pypipyrate-limiterpypi:pyrate-limiter
1 Occurrence4.5.1
MIT
pypipytest-asynciopypi:pytest-asyncio
1 Occurrence1.4.1.post1
Apache-2.0
pypipytest-covpypi:pytest-cov
1 Occurrence7.1.0
MIT
pypipytest-repeatpypi:pytest-repeat
1 Occurrence0.9.4
MPL-2.0
pypipytest-rerunfailurespypi:pytest-rerunfailures
1 Occurrence16.7
MPL-2.0
pypipytest-xdistpypi:pytest-xdist
1 Occurrence3.8.0
MIT
pypipython-dateutilpypi:python-dateutil
1 Occurrence3.0.0
non-standard
pypipython-debianpypi:python-debian
1 Occurrence1.1.1
GPL-2.0-or-later
pypipython-discoverypypi:python-discovery
1 Occurrence1.6.7
MIT
pypipython-magicpypi:python-magic
1 Occurrence0.4.27
MIT
pypipytzpypi:pytz
1 Occurrence2026.6
MIT
pypipywin32pypi:pywin32
1 Occurrence312
Not reported

This page displays 120 of 147 ordered rows. The machine-readable dossier retains the complete exact projection.

OSV

Related OSV records

GHSA-23w6-3w8w-8484

pypdf: Possible long runtimes/large memory usage when retrieving outlines

3 repositories10 Sept 2026
GHSA-248m-82v9-q6g6

pypdf: Possible long runtimes for zero-only width values in cross-reference streamsuntimes for zero-only width values in cross-reference streams

2 repositories10 Sept 2026
GHSA-248v-346w-9cwc

Certifi removes GLOBALTRUST root certificate

1 repository10 Sept 2026
GHSA-29vq-49wr-vm6x

Werkzeug safe_join() allows Windows special device names

6 repositories10 Sept 2026
GHSA-2c2j-9gv5-cj73

Starlette has possible denial-of-service vector when parsing large files in multipart forms

4 repositories10 Sept 2026
GHSA-2fqr-mr3j-6wp8

aiohttp: Host-Only Cookies Become Domain Cookies After CookieJar Persistence

11 repositories03 Nov 2026
GHSA-2g68-c3qc-8985

Werkzeug debugger vulnerable to remote execution when interacting with attacker controlled domain

1 repository10 Sept 2026
GHSA-2g87-pp6c-29x5

aiohttp: Multiple instances of excessive or unbounded memory/CPU use

13 repositories09 Nov 2026
GHSA-2gx3-rcp4-g85q

PyJWT: PyJWKClient still amplifies unauthenticated JWKS fetches on unknown kid values (incomplete fix of CVE-2026-48524)

4 repositories01 Oct 2026
GHSA-2q4j-m29v-hq73

pypdf has possible Infinite Loop when processing outlines/bookmarks

2 repositories10 Sept 2026
GHSA-2rw7-x74f-jg35

pypdf has a possible infinite loop when loading circular /Prev entries in cross-reference streams

2 repositories13 Jul 2026
GHSA-2vrm-gr82-f7m5

AIOHTTP has CRLF injection through multipart part content type header construction

10 repositories10 Sept 2026
GHSA-2wc2-fm75-p42x

Soup Sieve has Memory Exhaustion via Large Comma-Separated Selector Lists

6 repositories10 Sept 2026
GHSA-2xpw-w6gg-jr37

urllib3 streaming API improperly handles highly compressed data

17 repositories25 Sept 2026
GHSA-38jv-5279-wg99

Decompression-bomb safeguards bypassed when following HTTP redirects (streaming API)

17 repositories10 Sept 2026
GHSA-394h-qwmc-48pf

virtualenv: Xonsh activation literals depend on the script decoding codec

8 repositories29 Oct 2026
GHSA-39mj-jf6j-2qj3

pypdf: Possible infinite loop when hitting EOF in standard xref table

3 repositories21 Oct 2026
GHSA-3crg-w4f6-42mx

pypdf: Manipulated XMP metadata entity declarations can exhaust RAM

2 repositories10 Sept 2026
GHSA-3wq7-rqq7-wx6j

AIOHTTP has late size enforcement for non-file multipart fields causes memory DoS

10 repositories10 Sept 2026
GHSA-42gh-23hr-vphw

pypdf has possible long runtimes when retrieving page labels

3 repositories31 Oct 2026
GHSA-42vr-xj54-vc7v

PyJWT: Unauthenticated RecursionError DoS in pre-verification payload parse (PyJWKClient.get_signing_key_from_jwt / verify_signature=False)

4 repositories01 Oct 2026
GHSA-43mp-35q3-x3fq

virtualenv: Deletion recovery can change a symlink target's mode

8 repositories29 Oct 2026
GHSA-48p4-8xcf-vxj5

urllib3 does not control redirects in browsers and Node.js

8 repositories10 Sept 2026
GHSA-494j-54xm-rwp3

AIOHTTP: Secure attribute not enforced for shared cookie

13 repositories26 Oct 2026
GHSA-494p-63j8-28p3

virtualenv: Downloaded wheel selection and caching precede verification

8 repositories29 Oct 2026
GHSA-4f6g-68pf-7vhv

pypdf has possible long runtimes for malformed startxref

2 repositories07 Jul 2026
GHSA-4fvr-rgm6-gqmc

aiohttp: HTTP/1 Pipelined Requests Queue Without Limit

11 repositories10 Sept 2026
GHSA-4j63-6c4x-wfg4

Soup Sieve: General sibling combinator inside :has() matches untrusted HTML in quadratic time

8 repositories13 Nov 2026
GHSA-4m7w-qmgq-4wj5

aiohttp: TLS Server Hostname Override Is Ignored When Reusing HTTPS Connections

11 repositories10 Sept 2026
GHSA-4pxv-j86v-mhcw

pypdf: Possible long runtimes for wrong size values in incremental mode

2 repositories10 Sept 2026
GHSA-4vqv-7265-gm2w

pypdf has possible large memory usage for exceptions in strict mode

3 repositories31 Oct 2026
GHSA-4xc4-762w-m6cg

pypdf has possible long runtimes for missing /Root object with large /Size values

2 repositories07 Jul 2026
GHSA-4xgf-cpjx-pc3j

pydantic-settings: NestedSecretsSettingsSource follows symlinks outside secrets_dir, enabling local file read and bypassing secrets_dir_max_size

2 repositories10 Sept 2026
GHSA-5239-wwwm-4pmq

Pygments has Regular Expression Denial of Service (ReDoS) due to Inefficient Regex for GUID Matching

16 repositories10 Sept 2026
GHSA-52x6-gq3r-vpf4

pypdf: Possible infinite loop when retrieving fonts for layout-mode text extraction

2 repositories10 Sept 2026
GHSA-537c-gmf6-5ccf

Vulnerable OpenSSL included in cryptography wheels

7 repositories10 Sept 2026
GHSA-54jq-c3m8-4m76

AIOHTTP vulnerable to brute-force leak of internal static file path components

8 repositories10 Sept 2026
GHSA-54p9-h82j-f925

Multidict: Reference leak in CIMultiDict/MultiDict items-view union and subtraction

8 repositories15 Oct 2026
GHSA-558c-9hv2-4prj

virtualenv: Generated files can follow existing destination links

8 repositories29 Oct 2026
GHSA-55h5-xmcq-c37v

pypdf: Possible long runtimes for repeated malformed cross-reference entries

2 repositories10 Sept 2026
GHSA-567q-5qvw-pf92

filelock: On Windows an oplock on a soft lock's marker holds SoftFileLock.acquire() past its timeout and blocks the stale break

5 repositories24 Oct 2026
GHSA-5849-834g-hvw5

pypdf has possible infinite loop when hitting EOF in standard xref table during trailer search

3 repositories31 Oct 2026
GHSA-597g-3phw-6986

virtualenv Has TOCTOU Vulnerabilities in Directory Creation

8 repositories10 Sept 2026
GHSA-59g5-xgcq-4qw3

Denial of service (DoS) via deformation `multipart/form-data` boundary

1 repository10 Sept 2026
GHSA-5h93-6whr-6q8j

Model Context Protocol Python SDK: HTTP client transports followed cross-origin redirects carrying custom headers and bodies

4 repositories27 Oct 2026
GHSA-5hgr-hg42-57jg

pypdf: Inefficient decoding of FlateDecode PNG predictor streams

2 repositories13 Jul 2026
GHSA-5hx5-vpf9-5wcv

pypdf: Unvalidated JPEG image data loading

3 repositories21 Oct 2026
GHSA-5jq2-8x83-x246

pypdf: Possible long runtimes/large memory usage when parsing indirect objects

3 repositories01 Oct 2026
Interpretation boundary

Exact identities in, explicit limits out

The collector reads bounded lockfiles, SBOMs and exact double-equals pins at one immutable commit. Version ranges are never resolved by assumption.

Retrieval, parsing, matching and publishing use no generative AI model.

i6eal (2026): RAG — exact AI dependency evidence dossier, data state 15 Nov 2026. https://i6eal.de/en/tools/ki-abhaengigkeitsatlas/repository/opencode-5710/

Reading this dossier

Does this repository dossier prove deployment?
No. It documents dependencies published at one observed commit, not a deployed environment.
Why are exact versions required?
OSV and registry metadata can be linked reproducibly only to an observed package@version tuple. The collector never substitutes a newest release for a range.
Does a missing row mean the dependency is absent?
No. It means not observed within the bounded files and repository checkpoint. Incomplete trees and parser failures remain explicit.

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