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Your friendly guide to building LLM chat apps in Python with less effort and more clarity.

active 2024-11-202026-08-12 (UTC)

Partial coverage20,519 / 26,275 hourly files (78%) · 2 absent upstream · 5,753 failed, retryable2023-08-152026-08-13 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
1.6K
Pushes
730
Pull requests
126
Issues
84
Stars
62
Forks
8

Activity over time

Daily event counts in the loaded window

Line chart, 631 days from 2024-11-20 to 2026-08-12. Pushes: 730 total, peak 23 in a day. Pull requests: 126 total, peak 4 in a day. Issues: 84 total, peak 4 in a day. Comments: 254 total, peak 18 in a day. Stars: 62 total, peak 2 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

ContributorContributionsPushesPRsComments
cpsievert944609114112
Copilot1700078
elnelson5755736110
github-actions[bot]494900
karangattu211012
schloerke211524
gadenbuie200110
mconflitti-pbc15018
gordonwoodhull5003
wch4002
vnijs4003
lstanton4283021
shea-parkes3001
cbowdon2001
hersh-gupta2010
jcheng52110
jnhyeon2000
a-yuksel2000
blairj092000
payam-delfi2001

Recent activity

Latest issues, pull requests and releases

  • Issue comment#326cpsievert2026-07-06 15:12
    docs: add AWS profile / SSO hints to ChatBedrockAnthropic
  • Issue#322posit-shiny-automation[bot]2026-07-02 09:21
    Update groq and Gemini default models
  • Pull request#304cpsievert2026-05-12 16:47
  • Issue comment#281elnelson5752026-05-08 01:57
    docs: upgrade Quarto 1.6.26 → 1.9.37
  • Issue comment#286cpsievert2026-05-07 23:24
    feat: add reasoning parameter to ChatBedrockAnthropic()
  • Issue comment#298cpsievert2026-05-07 22:59
    fix: export ContentThinking through chatlas.types
  • Pull request#299cpsievert2026-05-07 22:34
  • Pull request#298cpsievert2026-05-07 22:12
  • Pull request#297cpsievert2026-05-07 00:19
  • Issue#293cpsievert2026-05-06 21:22
    Streaming ContentThinking chunks lack proper <thinking> tag boundaries
  • Issue comment#284cpsievert2026-04-23 20:51
    Spelling fixes to the documentation
  • Issue#282cpsievert2026-04-16 19:54
    Streaming with OpenAI Responses API breaks on unexpected post-completion events
  • Pull request#278cpsievert2026-04-02 19:24
  • Pull request#278cpsievert2026-04-02 17:32
  • Issue#274cpsievert2026-04-02 15:22
    ClientError 400 INVALID_ARGUMENT: missing thought_signature when using tool calling with any gemini-3 model (thinking model)
  • Pull request#275cpsievert2026-04-02 15:22
  • Issue#271jnhyeon2026-02-28 09:45
    Please tell me how to change OpenAI's AzureOpenAI() to ChatAzureOpenAI() in Chatlas.
  • Releasecpsievert2026-02-27 15:15
    chatlas 0.15.2
  • Pull request#270cpsievert2026-02-24 21:12
  • Releasecpsievert2026-01-22 22:51
    chatlas 0.15.1
  • Pull request#267cpsievert2026-01-22 22:49
  • Issue comment#267cpsievert2026-01-22 22:38
    fix: make ContentToolResult.error JSON serializable
  • Issue#261jnhyeon2026-01-06 23:25
    Request for various examples of LlamaIndex + Chatlas + Shiny
  • Pull request#264cpsievert2026-01-06 17:34
  • Issue comment#238gshotwell2026-01-06 17:14
    Stream structured data

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 62 stars here means stars gained during the window, not the repo's star count.