> ## Documentation Index
> Fetch the complete documentation index at: https://docs.swarms.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Changelog

> Product updates and announcements

<Update label="October 23, 2025" description="Latest Updates" tags={["Cleanup", "Formatting", "Issues"]}>
  # October 23, 2025 Updates

  ## Cleanup

  * **cleanup and re download swarms** - Kye Gomez
  * **code formatting** - Kye Gomez

  ## Issues

  * **new issues** - Kye Gomez
</Update>

<Update label="October 22, 2025" description="Latest Updates" tags={["Tests", "Improvements"]}>
  # October 22, 2025 Updates

  ## Tests

  * **Improve main tests.py** - Kye Gomez
  * **New Tests** - Kye Gomez
  * **Reasoning Agents tests** - Kye Gomez
  * **refactored tests.py to use pytest, removed md summary** - Steve-Dusty

  ## Fixes

  * **fix bad error logs** - Kye Gomez
  * **fix broken error log** - Kye Gomez
  * **Fix the error logs** - Kye Gomez

  ## Improvements

  * **On startup lifepsan manager for sentry** - Kye Gomez
  * **Improve model restrictions and also improve error message logs** - Kye Gomez
  * **remove more un-usable models** - Kye Gomez
  * **LZ4Middleware -> DynamicMiddleware** - Kye Gomez
  * **CLEANUP TESTS** - Kye Gomez

  ## Pull Requests

  * **Merge pull request #68 from Steve-Dusty/main** - Kye Gomez
  * **Merge pull request #65 from IlumCI/api-restrict** - Kye Gomez
  * **Merge pull request #67 from Steve-Dusty/main** - Kye Gomez
</Update>

<Update label="October 21, 2025" description="Latest Updates" tags={["Features", "Docker", "Documentation"]}>
  # October 21, 2025 Updates

  ## Features

  * **Docker compose** - Kye Gomez

  ## Documentation

  * **Update README.md** - Kye Gomez

  ## Other Changes

  * **Update model restrictions and pricing links** - CI-DEV
  * **Merge branch 'The-Swarm-Corporation:main' into api-restrict** - CI-DEV
</Update>

<Update label="October 20, 2025" description="Latest Updates" tags={["Tests", "Features", "Limits"]}>
  # October 20, 2025 Updates

  ## Tests

  * **refactored tests/tests.py to pytest in pure functions** - Steve-Dusty
  * **added tests for gh workflows** - Steve-Dusty

  ## Features

  * **added limit enforcement, daily requests from 1200 to 400/day and limited max context token from 200K to 75K/agent** - Steve-Dusty
  * **reverted limit enforcement to before** - Steve-Dusty
  * **Implement restricted models for free tier users** - CI-DEV

  ## Other Changes

  * **Update utils.py** - CI-DEV
</Update>

<Update label="October 16, 2025" description="Latest Updates" tags={["Documentation"]}>
  # October 16, 2025 Updates

  ## Documentation

  * **fix readme** - Kye Gomez
</Update>

<Update label="October 9, 2025" description="Latest Updates" tags={["Cleanup", "Docker"]}>
  # October 9, 2025 Updates

  ## Cleanup

  * **cleanup** - Kye Gomez

  ## Docker

  * **dockerfile with free threaded python3.14t verison** - Kye Gomez
</Update>

<Update label="October 7, 2025" description="Latest Updates" tags={["Features", "Rate Limits", "Performance"]}>
  # October 7, 2025 Updates

  ## Features

  * **rate limits for all of a users api keys** - Kye Gomez
  * **lzav** - Kye Gomez
  * **new lz4 middleware** - Kye Gomez

  ## Performance

  * **removed torch and transformers for faster build times** - Kye Gomez

  ## Documentation

  * **docs cleanup** - Kye Gomez
</Update>

<Update label="September 26, 2025" description="Latest Updates" tags={["Features", "Tests", "Cleanup"]}>
  # September 26, 2025 Updates

  ## Features

  * **full port** - Kye Gomez

  ## Tests

  * **updated tests** - Kye Gomez

  ## Cleanup

  * **remove premium models** - Kye Gomez
  * **fix get user logs, cleanup examples, and more** - Kye Gomez
</Update>

<Update label="September 8, 2025" description="Latest Updates" tags={["Updates"]}>
  # September 8, 2025 Updates

  ## Other Changes

  * **just update to date** - Kye Gomez
</Update>

<Update label="September 3, 2025" description="Latest Updates" tags={["Fixes", "Performance"]}>
  # September 3, 2025 Updates

  ## Fixes

  * **heavy swarm check** - Kye Gomez
  * **heavy swarm issue** - Kye Gomez
</Update>

<Update label="September 2, 2025" description="Latest Updates" tags={["Features", "Documentation", "Docker", "Streaming"]}>
  # September 2, 2025 Updates

  ## Features

  * **Streaming for agent completions** - Kye Gomez
  * **Examples** - Kye Gomez
  * **Tools fix** - Kye Gomez
  * **tools endpoint update** - Kye Gomez
  * **Search Enabled** - Kye Gomez
  * **EXA Integration from swarms-tools** - Kye Gomez
  * **NEW ENDPOINT to get available tools** - Kye Gomez
  * **improvement** - Kye Gomez
  * **agent validation function** - Kye Gomez

  ## Documentation

  * **new cloud deployment docs** - Kye Gomez
  * **multi region cloud deployment and new examples** - Kye Gomez

  ## Docker

  * **UPDATE DOCKER TO FIX SWARMS TOOLS** - Kye Gomez
  * **fix tool names** - Kye Gomez

  ## Other Changes

  * **cleanup examples** - Kye Gomez
</Update>

<Update label="August 31, 2025" description="Latest Updates" tags={["Cleanup"]}>
  # August 31, 2025 Updates

  ## Cleanup

  * **cleanup examples** - Kye Gomez
</Update>

<Update label="August 23, 2025" description="Latest Updates" tags={["Docker", "Cleanup", "Fixes"]}>
  # August 23, 2025 Updates

  ## Docker

  * **update docker config** - Kye Gomez

  ## Cleanup

  * **cleanup** - Kye Gomez

  ## Fixes

  * **fix example** - Kye Gomez
</Update>

<Update label="August 17, 2025" description="Latest Updates" tags={["Fixes", "Docker", "Features", "Performance"]}>
  # August 17, 2025 Updates

  ## Fixes

  * **fix scripts not found error in docker** - Kye Gomez

  ## Docker

  * **no uv in docker** - Kye Gomez

  ## Features

  * **LZ4Middleware** - Kye Gomez
  * **Dynamic middleware that uses lz4 or gzip** - Kye Gomez
  * **AdvancedResearch** - Kye Gomez
  * **fix** - Kye Gomez
  * **agent.job\_id issue** - Kye Gomez
</Update>

<Update label="August 6, 2025" description="Latest Updates" tags={["Features", "Tests", "Performance"]}>
  # August 6, 2025 Updates

  ## Features

  * **HeavySwarm Enablement** - Kye Gomez
  * **BaseModel Response for rate limits endpoint** - Kye Gomez

  ## Tests

  * **tests** - Kye Gomez

  ## Performance

  * **file cleanup** - Kye Gomez
  * **fix api issues** - Kye Gomez
  * **artifact cleanup** - Kye Gomez
  * **uv install and setup** - Kye Gomez
  * **fix worker count for gunicorn** - Kye Gomez
  * **enhanced error logging for api key configuration** - Kye Gomez
  * **fix check model name parmaeter** - Kye Gomez
</Update>

<Update label="August 5, 2025" description="Latest Updates" tags={["Features", "Performance"]}>
  # August 5, 2025 Updates

  ## Features

  * **BaseModel Response for rate limits endpoint** - Kye Gomez
  * **enhanced error logging for api key configuration** - Kye Gomez
  * **fix check model name parmaeter** - Kye Gomez
</Update>

<Update label="August 2, 2025" description="Latest Updates" tags={["Cleanup"]}>
  # August 2, 2025 Updates

  ## Cleanup

  * **Cleanup** - Kye Gomez
</Update>

<Update label="July 31, 2025" description="Latest Updates" tags={["Fixes", "Deployment", "Pull Requests"]}>
  # July 31, 2025 Updates

  ## Fixes

  * **redeploy** - Kye Gomez
  * **fix agent.description to agent\_description** - Kye Gomez

  ## Pull Requests

  * **Merge pull request #50 from The-Swarm-Corporation/dependabot/github\_actions/actions/first-interaction-2.0.0** - Kye Gomez
</Update>

<Update label="July 30, 2025" description="Latest Updates" tags={["Cleanup", "Features", "Performance"]}>
  # July 30, 2025 Updates

  ## Cleanup

  * **cleanup** - Kye Gomez
  * **code cleanup** - Kye Gomez

  ## Features

  * **fix agent description parameter** - Kye Gomez

  ## Performance

  * **gunicorn test again** - Kye Gomez
  * **use orjson** - Kye Gomez
</Update>

<Update label="July 28, 2025" description="Latest Updates" tags={["Dependencies"]}>
  # July 28, 2025 Updates

  ## Dependencies

  * **Bump actions/first-interaction from 1.3.0 to 2.0.0** - dependabot\[bot]
</Update>