https://github.com/pydantic/pydantic-ai
agent-framework genai harness harness-engineering llm pydantic python
Score: 35.72234659882352
Last synced: about 19 hours ago
JSON representation
Repository metadata:
How Python does AI: agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
- Host: GitHub
- URL: https://github.com/pydantic/pydantic-ai
- Owner: pydantic
- License: mit
- Created: 2024-06-21T15:55:04.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2026-08-21T11:13:22.000Z (4 days ago)
- Last Synced: 2026-08-21T11:13:51.788Z (4 days ago)
- Topics: agent-framework, genai, harness, harness-engineering, llm, pydantic, python
- Language: Python
- Homepage: https://pydantic.dev/pydantic-ai
- Size: 220 MB
- Stars: 19,426
- Watchers: 116
- Forks: 2,571
- Open Issues: 720
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Citation: CITATION.cff
- Agents: AGENTS.md
- Claude: CLAUDE.md
Owner metadata:
- Name: Pydantic
- Login: pydantic
- Email: hello@pydantic.dev
- Kind: organization
- Description: Pydantic, Pydantic Logfire and Pydantic AI
- Website: https://pydantic.dev
- Location:
- Twitter: pydantic
- Company:
- Icon url: https://avatars.githubusercontent.com/u/110818415?v=4
- Repositories: 80
- Last Synced at: 2026-08-20T06:19:27.865Z
- Profile URL: https://github.com/pydantic
Committers metadata
Last synced: 6 days ago
Total Commits: 2,757
Total Committers: 555
Avg Commits per committer: 4.968
Development Distribution Score (DDS): 0.814
Commits in past year: 1,726
Committers in past year: 385
Avg Commits per committer in past year: 4.483
Development Distribution Score (DDS) in past year: 0.747
| Name | Commits | |
|---|---|---|
| Douwe Maan | d****e@p****v | 513 |
| David SF | 6****i | 305 |
| Samuel Colvin | s****@m****m | 284 |
| Marcelo Trylesinski | m****e@g****m | 248 |
| David Montague | 3****u | 171 |
| Aditya Vardhan | 7****n | 116 |
| Alex Hall | a****i@g****m | 74 |
| Sydney Runkle | 5****e | 49 |
| pydanty[bot] | 2****] | 42 |
| Hasan Ramezani | h****7@g****m | 25 |
| Victorien | 6****s | 24 |
| Bill Easton | w****n@g****m | 18 |
| Zhongsheng Ji | 9****6@q****m | 18 |
| Willow Lopez | 1****6 | 10 |
| Steven Hartland | s****d@g****m | 10 |
| Cole McIntosh | 8****h | 9 |
| VectorPeak | g****w@g****m | 8 |
| Danipulok | 4****k | 8 |
| LHMQ878 | 7****9@c****n | 8 |
| Moritz Wilksch | 5****h | 7 |
| kauabh | 5****h | 7 |
| Qian Li | q****i@d****v | 7 |
| Mohamed Amine Zghal | m****l@o****m | 7 |
| Lalit Madan | 1****t | 7 |
| Sarth Frey | 1****6 | 6 |
| Ricardo-M-L | 6****L | 6 |
| Matthew Brandman | m****n@g****m | 6 |
| Jerry Lin | j****y@r****i | 6 |
| Huang Zhaobin | 5****y | 6 |
| Ayaan Gazali | a****k@g****m | 6 |
| and 525 more... | ||
Issue and Pull Request metadata
Last synced: about 22 hours ago
Total issues: 1,684
Total pull requests: 2,103
Average time to close issues: 14 days
Average time to close pull requests: 6 days
Total issue authors: 898
Total pull request authors: 497
Average comments per issue: 2.23
Average comments per pull request: 1.83
Merged pull request: 1,063
Bot issues: 36
Bot pull requests: 62
Past year issues: 559
Past year pull requests: 694
Past year average time to close issues: 11 days
Past year average time to close pull requests: 7 days
Past year issue authors: 264
Past year pull request authors: 213
Past year average comments per issue: 2.33
Past year average comments per pull request: 2.03
Past year merged pull request: 219
Past year bot issues: 36
Past year bot pull requests: 62
Top Issue Authors
- DouweM (119)
- dsfaccini (72)
- samuelcolvin (50)
- github-actions[bot] (35)
- LynxCoding (21)
- pedroallenrevez (13)
- Kludex (13)
- Babalerouge (12)
- YanSte (12)
- sydney-runkle (12)
- tianshangwuyun (10)
- dinhngoc267 (10)
- vikigenius (10)
- strawgate (9)
- Finndersen (9)
Top Pull Request Authors
- Kludex (255)
- DouweM (221)
- samuelcolvin (180)
- dmontagu (174)
- dsfaccini (89)
- alexmojaki (63)
- sydney-runkle (54)
- pydanty[bot] (54)
- adtyavrdhn (43)
- Wh1isper (25)
- Viicos (18)
- fswair (17)
- ayaangazali (17)
- strawgate (14)
- stevenh (12)
Top Issue Labels
- need confirmation (261)
- bug (211)
- question (211)
- Feature request (122)
- feature (101)
- pydanty:bug (98)
- p:3-mid (79)
- pydanty:feature (66)
- p:4-low (55)
- needs-discussion (53)
- Stale (45)
- needs-maintainer-action (41)
- attention-pinged (32)
- documentation (31)
- MCP (27)
- streaming (27)
- agentic-workflows (26)
- tools (25)
- meta (24)
- openai (23)
- OpenTelemetry (23)
- pydanty:meta (22)
- p:2-high (22)
- loopable (20)
- evals (19)
- enhancement (18)
- good first issue (16)
- invalid (15)
- message history (15)
- has-workaround (14)
Top Pull Request Labels
- size: S (284)
- bug (218)
- awaiting author revision (153)
- size: M (130)
- feature (125)
- docs (74)
- chore (61)
- size: L (49)
- documentation (31)
- size: XL (30)
- needs-maintainer-action (15)
- streaming (14)
- pydanty:reviewed (12)
- openai (11)
- dependencies (9)
- dependency (8)
- AG-UI (8)
- tools (7)
- media (7)
- xai (7)
- attention-escalated (7)
- new models (7)
- google-gemini (7)
- thinking (6)
- python:uv (6)
- httpx (6)
- openrouter (6)
- MCP (5)
- test-suite (4)
- refactor (4)
Package metadata
- Total packages: 14
-
Total downloads:
- pypi: 292,101,826 last-month
- npm: 164 last-month
- conda: 1,123 total
- Total dependent packages: 0 (may contain duplicates)
- Total dependent repositories: 0 (may contain duplicates)
- Total versions: 1,526
- Total maintainers: 7
- Total advisories: 5
proxy.golang.org: github.com/pydantic/pydantic-ai
- Homepage:
- Documentation: https://pkg.go.dev/github.com/pydantic/pydantic-ai#section-documentation
- Licenses: mit
- Latest release: v2.33.0+incompatible (published 4 days ago)
- Last Synced: 2026-08-22T16:35:16.400Z (3 days ago)
- Versions: 308
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.594%
- Average: 5.782%
- Dependent repos count: 5.969%
pypi.org: iflow-mcp_pydantic-ai
Agent Framework / shim to use Pydantic with LLMs
- Homepage: https://ai.pydantic.dev
- Documentation: https://ai.pydantic.dev
- Licenses: MIT
- Latest release: 1.24.0 (published 9 months ago)
- Last Synced: 2026-08-23T12:06:51.064Z (2 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 13 Last month
-
Rankings:
- Stargazers count: 0.572%
- Forks count: 1.61%
- Dependent packages count: 8.244%
- Average: 14.257%
- Dependent repos count: 46.6%
- Maintainers (1)
pypi.org: pydantic-graph
Graph and state machine library
- Homepage: https://ai.pydantic.dev/graph/tree/main/pydantic_graph
- Documentation: https://ai.pydantic.dev/graph
- Licenses: MIT
- Latest release: 2.33.0 (published 4 days ago)
- Last Synced: 2026-08-23T12:06:55.525Z (2 days ago)
- Versions: 297
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 118,289,578 Last month
-
Rankings:
- Stargazers count: 1.543%
- Forks count: 3.784%
- Dependent packages count: 9.783%
- Average: 17.544%
- Dependent repos count: 55.067%
- Maintainers (1)
npmjs.org: @pydantic/mcp-run-python
MCP server to run Python code in a sandbox.
- Homepage: https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python
- Status: deprecated
- Licenses: MIT
- Latest release: 0.0.5 (published over 1 year ago)
- Last Synced: 2026-08-23T12:07:45.574Z (2 days ago)
- Versions: 5
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 164 Last month
-
Rankings:
- Dependent repos count: 24.831%
- Average: 30.37%
- Dependent packages count: 35.909%
- Maintainers (4)
pypi.org: pydantic-evals
Framework for evaluating stochastic code execution, especially code making use of LLMs
- Homepage: https://ai.pydantic.dev/evals
- Documentation: https://ai.pydantic.dev/evals
- Licenses: MIT
- Latest release: 2.33.0 (published 4 days ago)
- Last Synced: 2026-08-23T12:06:59.816Z (2 days ago)
- Versions: 269
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 14,274,491 Last month
-
Rankings:
- Dependent packages count: 9.469%
- Average: 31.396%
- Dependent repos count: 53.323%
- Maintainers (1)
pypi.org: pydantic-ai-slim
AI Agent Framework, the Pydantic way, slim package
- Homepage: https://github.com/pydantic/pydantic-ai/tree/main/pydantic_ai_slim
- Documentation: https://ai.pydantic.dev/install/#slim-install
- Licenses: MIT
- Latest release: 2.33.0 (published 4 days ago)
- Last Synced: 2026-08-23T12:06:44.992Z (2 days ago)
- Versions: 313
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 145,318,713 Last month
-
Rankings:
- Dependent packages count: 9.98%
- Average: 33.076%
- Dependent repos count: 56.171%
- Maintainers (1)
-
Advisories:
- Pydantic AI: Unvalidated UploadedFile references in UI adapters allow server-side file access using the application's credentials
- pydantic-ai: SSRF blocklist bypass via IPv4-compatible, SIIT/IVI, and local NAT64 IPv6 addresses (incomplete fix of CVE-2026-46678)
- Pydantic AI: SSRF cloud-metadata blocklist bypass via IPv4-mapped IPv6 (Incomplete fix of CVE-2026-25580)
- Pydantic AI has Stored XSS via Path Traversal in Web UI CDN URL
- Pydantic AI has Server-Side Request Forgery (SSRF) in URL Download Handling
pypi.org: pydantic-ai
AI Agent Framework, the Pydantic way
- Homepage: https://ai.pydantic.dev
- Documentation: https://ai.pydantic.dev
- Licenses: MIT
- Latest release: 2.33.0 (published 4 days ago)
- Last Synced: 2026-08-23T12:06:59.959Z (2 days ago)
- Versions: 319
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 14,219,031 Last month
-
Rankings:
- Dependent packages count: 10.934%
- Average: 36.252%
- Dependent repos count: 61.57%
- Maintainers (2)
-
Advisories:
- Pydantic AI: Unvalidated UploadedFile references in UI adapters allow server-side file access using the application's credentials
- pydantic-ai: SSRF blocklist bypass via IPv4-compatible, SIIT/IVI, and local NAT64 IPv6 addresses (incomplete fix of CVE-2026-46678)
- Pydantic AI: SSRF cloud-metadata blocklist bypass via IPv4-mapped IPv6 (Incomplete fix of CVE-2026-25580)
- Pydantic AI has Stored XSS via Path Traversal in Web UI CDN URL
- Pydantic AI has Server-Side Request Forgery (SSRF) in URL Download Handling
anaconda.org: pydantic-graph
A graph and state machine library built on Pydantic, used as the foundation for structured agent workflows in pydantic-ai.
- Homepage: https://github.com/pydantic/pydantic-ai/tree/main/pydantic_graph
- Licenses: MIT
- Latest release: 2.21.0 (published 26 days ago)
- Last Synced: 2026-07-30T13:03:30.636Z (26 days ago)
- Versions: 4
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 448 Total
-
Rankings:
- Dependent packages count: 35.874%
- Dependent repos count: 39.116%
- Average: 46.231%
- Downloads: 63.702%
anaconda.org: pydantic-ai-slim
PydanticAI is a Python agent framework designed to make it less painful to build production grade applications with Generative AI.
- Homepage: https://pydantic.dev/docs/ai/overview/
- Licenses: MIT
- Latest release: 2.21.0 (published 26 days ago)
- Last Synced: 2026-07-30T14:04:00.730Z (26 days ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 337 Total
-
Rankings:
- Dependent packages count: 35.783%
- Dependent repos count: 39.016%
- Average: 48.595%
- Downloads: 70.985%
anaconda.org: pydantic-ai
PydanticAI is a Python agent framework designed to make it less painful to build production grade applications with Generative AI.
- Homepage: https://pydantic.dev/docs/ai/overview/
- Licenses: MIT
- Latest release: 2.21.0 (published 26 days ago)
- Last Synced: 2026-07-30T14:04:00.188Z (26 days ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 338 Total
-
Rankings:
- Dependent packages count: 35.783%
- Dependent repos count: 39.016%
- Average: 48.595%
- Downloads: 70.985%
nixpkgs-unstable: python314Packages.pydantic-graph
GenAI Agent Framework, the Pydantic way
- Homepage: https://github.com/pydantic/pydantic-ai
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/pydantic-graph/default.nix#L50
- Licenses: MIT
- Latest release: 1.70.0 (published 5 months ago)
- Last Synced: 2026-03-24T00:44:35.914Z (5 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-unstable: python313Packages.pydantic-graph
GenAI Agent Framework, the Pydantic way
- Homepage: https://github.com/pydantic/pydantic-ai
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/pydantic-graph/default.nix#L50
- Licenses: MIT
- Latest release: 1.70.0 (published 5 months ago)
- Last Synced: 2026-03-24T00:44:18.085Z (5 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-unstable: python314Packages.pydantic-ai-slim
GenAI Agent Framework, the Pydantic way
- Homepage: https://github.com/pydantic/pydantic-ai
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/pydantic-ai-slim/default.nix#L57
- Licenses: MIT
- Latest release: 1.70.0 (published 5 months ago)
- Last Synced: 2026-03-24T00:44:34.783Z (5 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
nixpkgs-unstable: python313Packages.pydantic-ai-slim
GenAI Agent Framework, the Pydantic way
- Homepage: https://github.com/pydantic/pydantic-ai
- Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/pydantic-ai-slim/default.nix#L57
- Licenses: MIT
- Latest release: 1.70.0 (published 5 months ago)
- Last Synced: 2026-03-24T00:44:14.122Z (5 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
- Maintainers (1)
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