Open source, type-safe primitives for multi-modal AI. All modelities, all providers, one interface 🌟
Python · active 2025-10-29 → 2026-07-24 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 269 days from 2025-10-29 to 2026-07-24. Pushes: 180 total, peak 14 in a day. Pull requests: 81 total, peak 6 in a day. Issues: 31 total, peak 7 in a day. Comments: 79 total, peak 9 in a day. Stars: 80 total, peak 20 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| Kamilbenkirane | 293 | 180 | 76 | 12 |
| claude[bot] | 61 | 0 | 0 | 61 |
| Seluj78 | 7 | 0 | 2 | 2 |
| Alistorm | 3 | 0 | 0 | 1 |
| didux123 | 3 | 0 | 2 | 0 |
| Leo-le-jeune | 2 | 0 | 0 | 1 |
| mbakkali | 1 | 0 | 0 | 0 |
| XinyueZ | 1 | 0 | 0 | 1 |
| nqb992 | 1 | 0 | 0 | 1 |
| Olaiwonismail | 1 | 0 | 1 | 0 |
| damienlancry | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Pull request#267Kamilbenkirane2026-05-03 22:18
- Issue#262Kamilbenkirane2026-04-18 17:24Gemini tool registration rejects integer-Choice constraints; use `parametersJsonSchema` instead of legacy `parameters`
- Issue comment#249claude[bot]2026-03-28 15:47feat: add document input support for text modality
- Pull request#249Kamilbenkirane2026-03-28 15:42
- Issue#204Kamilbenkirane2026-03-27 13:42feat: protocol= parameter for generic protocol-based server access
- Issue comment#241claude[bot]2026-03-27 09:58feat: add protocol= + base_url= for compatible APIs
- Issue#238Kamilbenkirane2026-03-27 09:22Fix BlockingPortal thread leak in sync stream iteration
- Pull request#239Kamilbenkirane2026-03-27 09:22
- Issue#230Kamilbenkirane2026-03-25 15:01Wire base_url + protocol through to protocol clients
- Issue#221Kamilbenkirane2026-03-25 13:49Add tests for deprecated tool parameter shims
- Issue#215Kamilbenkirane2026-03-20 00:51Consolidate trivial parameter mapper wrappers across modalities
- Issue comment#213claude[bot]2026-03-19 08:22feat: add new model definitions for Google, OpenAI, and xAI
- Issue#210Kamilbenkirane2026-03-19 07:47When a user passes a parameter that a provider doesn't support, Celeste silently ignores it. No error, no warning.
- Issue comment#199Kamilbenkirane2026-03-09 22:06feat: unified tools= parameter for tool calling
- Issue#207Kamilbenkirane2026-03-05 10:58Add support for docs input (pdf, xlsx, etc..) for text modality
- Issue comment#203Kamilbenkirane2026-02-27 10:58refactor: make _parse_content a pure parser, add Chunk type param
- Pull request#203Kamilbenkirane2026-02-27 10:03
- Issue comment#197XinyueZ2026-02-27 09:23Note (please also test this), Google's grounding search and other built-in Google tools may not be compatible with function calling.
- Issue comment#93Kamilbenkirane2026-02-27 08:40Support SPEECH TO TEXT capability
- Issue comment#148Leo-le-jeune2026-02-26 06:16[Feature Request] Add Hugging Face Provider (Inference API & Local Transformers)
- Issue#178Kamilbenkirane2026-02-25 15:53feat: Add extra_headers support to all client methods
- Pull request#193Kamilbenkirane2026-02-25 15:53
- Issue#194Kamilbenkirane2026-02-25 15:16fix: streaming HTTP errors lack provider-enriched error messages
- Pull request#192Kamilbenkirane2026-02-25 15:11
- Issue comment#144Kamilbenkirane2026-02-25 14:06SSE stream error events are silently discarded — add error detection to streaming pipeline
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 80 stars here means stars gained during the window, not the repo's star count.