An experimental open-source attempt to make GPT-4 fully autonomous.
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dependabot[bot] c6b36fbad7
build(deps): bump the production-dependencies group in /autogpt_platform/market with 2 updates (#8757)
Bumps the production-dependencies group in /autogpt_platform/market with
2 updates: [uvicorn](https://github.com/encode/uvicorn) and
[sentry-sdk](https://github.com/getsentry/sentry-python).

Updates `uvicorn` from 0.32.0 to 0.32.1
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/encode/uvicorn/releases">uvicorn's
releases</a>.</em></p>
<blockquote>
<h2>Version 0.32.1</h2>
<h2>What's Changed</h2>
<ul>
<li>Enable httptools lenient data by <a
href="https://github.com/vvanglro"><code>@​vvanglro</code></a> in <a
href="https://redirect.github.com/encode/uvicorn/pull/2488">encode/uvicorn#2488</a></li>
<li>Drop ASGI spec version to 2.3 on HTTP scope by <a
href="https://github.com/Kludex"><code>@​Kludex</code></a> in <a
href="https://redirect.github.com/encode/uvicorn/pull/2513">encode/uvicorn#2513</a></li>
</ul>
<hr />
<p><strong>Full Changelog</strong>: <a
href="https://github.com/encode/uvicorn/compare/0.32.0...0.32.1">https://github.com/encode/uvicorn/compare/0.32.0...0.32.1</a></p>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/encode/uvicorn/blob/master/CHANGELOG.md">uvicorn's
changelog</a>.</em></p>
<blockquote>
<h2>0.32.1 (2024-11-20)</h2>
<h3>Fixed</h3>
<ul>
<li>Drop ASGI spec version to 2.3 on HTTP scope <a
href="https://redirect.github.com/encode/uvicorn/pull/2513">#2513</a></li>
<li>Enable httptools lenient data on <code>httptools &gt;= 0.6.3</code>
<a
href="https://redirect.github.com/encode/uvicorn/pull/2488">#2488</a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="5279296e62"><code>5279296</code></a>
Upgrade upload/download GitHub Actions (<a
href="https://redirect.github.com/encode/uvicorn/issues/2517">#2517</a>)</li>
<li><a
href="8c3402dd22"><code>8c3402d</code></a>
Update <code>publish.yaml</code> with latest PyPI recommendations (<a
href="https://redirect.github.com/encode/uvicorn/issues/2516">#2516</a>)</li>
<li><a
href="04c6320f39"><code>04c6320</code></a>
Version 0.32.1 (<a
href="https://redirect.github.com/encode/uvicorn/issues/2515">#2515</a>)</li>
<li><a
href="fc6c51b8bb"><code>fc6c51b</code></a>
Drop ASGI spec version to 2.3 on HTTP (<a
href="https://redirect.github.com/encode/uvicorn/issues/2513">#2513</a>)</li>
<li><a
href="2aea8354ea"><code>2aea835</code></a>
fix(http): enable httptools lenient data (<a
href="https://redirect.github.com/encode/uvicorn/issues/2488">#2488</a>)</li>
<li>See full diff in <a
href="https://github.com/encode/uvicorn/compare/0.32.0...0.32.1">compare
view</a></li>
</ul>
</details>
<br />

Updates `sentry-sdk` from 2.18.0 to 2.19.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/getsentry/sentry-python/releases">sentry-sdk's
releases</a>.</em></p>
<blockquote>
<h2>2.19.0</h2>
<h3>Various fixes &amp; improvements</h3>
<ul>
<li>New: introduce <code>rust_tracing</code> integration. See <a
href="https://docs.sentry.io/platforms/python/integrations/rust_tracing/">https://docs.sentry.io/platforms/python/integrations/rust_tracing/</a>
(<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3717">#3717</a>)
by <a
href="https://github.com/matt-codecov"><code>@​matt-codecov</code></a></li>
<li>Auto enable Litestar integration (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3540">#3540</a>)
by <a
href="https://github.com/provinzkraut"><code>@​provinzkraut</code></a></li>
<li>Deprecate <code>sentry_sdk.init</code> context manager (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3729">#3729</a>)
by <a
href="https://github.com/szokeasaurusrex"><code>@​szokeasaurusrex</code></a></li>
<li>feat(spotlight): Send PII to Spotlight when no DSN is set (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3804">#3804</a>)
by <a href="https://github.com/BYK"><code>@​BYK</code></a></li>
<li>feat(spotlight): Add info logs when Sentry is enabled (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3735">#3735</a>)
by <a href="https://github.com/BYK"><code>@​BYK</code></a></li>
<li>feat(spotlight): Inject Spotlight button on Django (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3751">#3751</a>)
by <a href="https://github.com/BYK"><code>@​BYK</code></a></li>
<li>feat(spotlight): Auto enable cache_spans for Spotlight on DEBUG (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3791">#3791</a>)
by <a href="https://github.com/BYK"><code>@​BYK</code></a></li>
<li>fix(logging): Handle parameter <code>stack_info</code> for the
<code>LoggingIntegration</code> (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3745">#3745</a>)
by <a
href="https://github.com/gmcrocetti"><code>@​gmcrocetti</code></a></li>
<li>fix(pure-eval): Make sentry-sdk[pure-eval] installable with
pip==24.0 (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3757">#3757</a>)
by <a
href="https://github.com/sentrivana"><code>@​sentrivana</code></a></li>
<li>fix(rust_tracing): include_tracing_fields arg to control unvetted
data in rust_tracing integration (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3780">#3780</a>)
by <a
href="https://github.com/matt-codecov"><code>@​matt-codecov</code></a></li>
<li>fix(aws) Fix aws lambda tests (by reducing event size) (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3770">#3770</a>)
by <a
href="https://github.com/antonpirker"><code>@​antonpirker</code></a></li>
<li>fix(arq): fix integration with Worker settings as a dict (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3742">#3742</a>)
by <a
href="https://github.com/saber-solooki"><code>@​saber-solooki</code></a></li>
<li>fix(httpx): Prevent Sentry baggage duplication (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3728">#3728</a>)
by <a
href="https://github.com/szokeasaurusrex"><code>@​szokeasaurusrex</code></a></li>
<li>fix(falcon): Don't exhaust request body stream (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3768">#3768</a>)
by <a
href="https://github.com/szokeasaurusrex"><code>@​szokeasaurusrex</code></a></li>
<li>fix(integrations): Check <code>retries_left</code> before capturing
exception (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3803">#3803</a>)
by <a
href="https://github.com/malkovro"><code>@​malkovro</code></a></li>
<li>fix(openai): Use name instead of description (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3807">#3807</a>)
by <a
href="https://github.com/sourceful-rob"><code>@​sourceful-rob</code></a></li>
<li>test(gcp): Only run GCP tests when they should (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3721">#3721</a>)
by <a
href="https://github.com/szokeasaurusrex"><code>@​szokeasaurusrex</code></a></li>
<li>chore: Shorten CI workflow names (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3805">#3805</a>)
by <a
href="https://github.com/sentrivana"><code>@​sentrivana</code></a></li>
<li>chore: Test with pyspark prerelease (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3760">#3760</a>)
by <a
href="https://github.com/sentrivana"><code>@​sentrivana</code></a></li>
<li>build(deps): bump codecov/codecov-action from 4.6.0 to 5.0.2 (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3792">#3792</a>)
by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a></li>
<li>build(deps): bump actions/checkout from 4.2.1 to 4.2.2 (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3691">#3691</a>)
by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/getsentry/sentry-python/blob/master/CHANGELOG.md">sentry-sdk's
changelog</a>.</em></p>
<blockquote>
<h2>2.19.0</h2>
<h3>Various fixes &amp; improvements</h3>
<ul>
<li>New: introduce <code>rust_tracing</code> integration. See <a
href="https://docs.sentry.io/platforms/python/integrations/rust_tracing/">https://docs.sentry.io/platforms/python/integrations/rust_tracing/</a>
(<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3717">#3717</a>)
by <a
href="https://github.com/matt-codecov"><code>@​matt-codecov</code></a></li>
<li>Auto enable Litestar integration (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3540">#3540</a>)
by <a
href="https://github.com/provinzkraut"><code>@​provinzkraut</code></a></li>
<li>Deprecate <code>sentry_sdk.init</code> context manager (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3729">#3729</a>)
by <a
href="https://github.com/szokeasaurusrex"><code>@​szokeasaurusrex</code></a></li>
<li>feat(spotlight): Send PII to Spotlight when no DSN is set (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3804">#3804</a>)
by <a href="https://github.com/BYK"><code>@​BYK</code></a></li>
<li>feat(spotlight): Add info logs when Sentry is enabled (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3735">#3735</a>)
by <a href="https://github.com/BYK"><code>@​BYK</code></a></li>
<li>feat(spotlight): Inject Spotlight button on Django (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3751">#3751</a>)
by <a href="https://github.com/BYK"><code>@​BYK</code></a></li>
<li>feat(spotlight): Auto enable cache_spans for Spotlight on DEBUG (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3791">#3791</a>)
by <a href="https://github.com/BYK"><code>@​BYK</code></a></li>
<li>fix(logging): Handle parameter <code>stack_info</code> for the
<code>LoggingIntegration</code> (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3745">#3745</a>)
by <a
href="https://github.com/gmcrocetti"><code>@​gmcrocetti</code></a></li>
<li>fix(pure-eval): Make sentry-sdk[pure-eval] installable with
pip==24.0 (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3757">#3757</a>)
by <a
href="https://github.com/sentrivana"><code>@​sentrivana</code></a></li>
<li>fix(rust_tracing): include_tracing_fields arg to control unvetted
data in rust_tracing integration (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3780">#3780</a>)
by <a
href="https://github.com/matt-codecov"><code>@​matt-codecov</code></a></li>
<li>fix(aws) Fix aws lambda tests (by reducing event size) (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3770">#3770</a>)
by <a
href="https://github.com/antonpirker"><code>@​antonpirker</code></a></li>
<li>fix(arq): fix integration with Worker settings as a dict (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3742">#3742</a>)
by <a
href="https://github.com/saber-solooki"><code>@​saber-solooki</code></a></li>
<li>fix(httpx): Prevent Sentry baggage duplication (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3728">#3728</a>)
by <a
href="https://github.com/szokeasaurusrex"><code>@​szokeasaurusrex</code></a></li>
<li>fix(falcon): Don't exhaust request body stream (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3768">#3768</a>)
by <a
href="https://github.com/szokeasaurusrex"><code>@​szokeasaurusrex</code></a></li>
<li>fix(integrations): Check <code>retries_left</code> before capturing
exception (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3803">#3803</a>)
by <a
href="https://github.com/malkovro"><code>@​malkovro</code></a></li>
<li>fix(openai): Use name instead of description (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3807">#3807</a>)
by <a
href="https://github.com/sourceful-rob"><code>@​sourceful-rob</code></a></li>
<li>test(gcp): Only run GCP tests when they should (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3721">#3721</a>)
by <a
href="https://github.com/szokeasaurusrex"><code>@​szokeasaurusrex</code></a></li>
<li>chore: Shorten CI workflow names (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3805">#3805</a>)
by <a
href="https://github.com/sentrivana"><code>@​sentrivana</code></a></li>
<li>chore: Test with pyspark prerelease (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3760">#3760</a>)
by <a
href="https://github.com/sentrivana"><code>@​sentrivana</code></a></li>
<li>build(deps): bump codecov/codecov-action from 4.6.0 to 5.0.2 (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3792">#3792</a>)
by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a></li>
<li>build(deps): bump actions/checkout from 4.2.1 to 4.2.2 (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3691">#3691</a>)
by <a
href="https://github.com/dependabot"><code>@​dependabot</code></a></li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="039c220bcb"><code>039c220</code></a>
Updated changelog</li>
<li><a
href="c83e7428f4"><code>c83e742</code></a>
release: 2.19.0</li>
<li><a
href="8fe5bb4b19"><code>8fe5bb4</code></a>
feat: Send PII to Spotlight when no DSN is set (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3804">#3804</a>)</li>
<li><a
href="295dd8d50f"><code>295dd8d</code></a>
Auto enable Litestar integration (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3540">#3540</a>)</li>
<li><a
href="bd50c38652"><code>bd50c38</code></a>
fix(httpx): Prevent Sentry baggage duplication (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3728">#3728</a>)</li>
<li><a
href="e9ec6c1812"><code>e9ec6c1</code></a>
test(gcp): Only run GCP tests when they should (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3721">#3721</a>)</li>
<li><a
href="aa6e8fd05c"><code>aa6e8fd</code></a>
fix(falcon): Don't exhaust request body stream (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3768">#3768</a>)</li>
<li><a
href="3e2885322a"><code>3e28853</code></a>
fix(integrations): Check retries_left before capturing exception (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3803">#3803</a>)</li>
<li><a
href="01146bd3ad"><code>01146bd</code></a>
fix(openai): Use name instead of description (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3807">#3807</a>)</li>
<li><a
href="d894fc2320"><code>d894fc2</code></a>
Shorten CI workflow names (<a
href="https://redirect.github.com/getsentry/sentry-python/issues/3805">#3805</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/getsentry/sentry-python/compare/2.18.0...2.19.0">compare
view</a></li>
</ul>
</details>
<br />


Dependabot will resolve any conflicts with this PR as long as you don't
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Signed-off-by: dependabot[bot] <support@github.com>
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2024-11-29 13:38:30 +00:00
.github ci: Fix workflow status checker script to work with merge_group runs 2024-11-27 19:25:36 +01:00
.vscode build: add launch.json debugging for vscode (#8496) 2024-11-08 20:49:13 +00:00
assets feat(server, autogpt): Add Example files and update build option (#7271) 2024-06-27 09:56:21 -05:00
autogpt_platform build(deps): bump the production-dependencies group in /autogpt_platform/market with 2 updates (#8757) 2024-11-29 13:38:30 +00:00
classic fix(forge): Fix double model kwarg error in AnthropicProvider.create_chat_completion(..) (#8666) 2024-11-25 15:41:50 +00:00
docs refactor(backend): Rename & move IntegrationCredentialsStore to backend (#8648) 2024-11-29 11:48:04 +00:00
.dockerignore fix(.dockerignore) Put dockerignore back (#8136) 2024-09-23 09:26:30 +00:00
.gitattributes refactor: AutoGPT Platform Stealth Launch Repo Re-Org (#8113) 2024-09-20 16:50:43 +02:00
.gitignore feat(tests): add baseline utility for integration testing from frontend ui (#8765) 2024-11-27 09:44:19 +00:00
.gitmodules refactor: AutoGPT Platform Stealth Launch Repo Re-Org (#8113) 2024-09-20 16:50:43 +02:00
.pr_agent.toml Create .pr_agent.toml 2024-05-04 09:38:37 -05:00
.pre-commit-config.yaml dx(backend): Fix pre-commit isort step (#8726) 2024-11-19 19:51:20 -06:00
CITATION.cff Rename autogpts/autogpt/CITATION.cff to CITATION.cff (#5785) 2023-10-22 13:25:05 -05:00
CODE_OF_CONDUCT.md Relocate CoC and fix symlinks 2023-09-06 17:48:29 +02:00
CONTRIBUTING.md tweak(docs): Further clarify licencing (#8282) 2024-10-08 10:54:22 -05:00
LICENSE tweak(docs): Further clarify licencing (#8282) 2024-10-08 10:54:22 -05:00
README.md docs(platform): Fix url in README.md (#8747) 2024-11-23 02:37:41 +00:00
SECURITY.md Create SECURITY.md (#8645) 2024-11-13 22:28:52 +00:00

AutoGPT: Build, Deploy, and Run AI Agents

Discord Follow Twitter Follow License: MIT

AutoGPT is a powerful platform that allows you to create, deploy, and manage continuous AI agents that automate complex workflows.

Hosting Options

How to Setup for Self-Hosting

Note

Setting up and hosting the AutoGPT Platform yourself is a technical process. If you'd rather something that just works, we recommend joining the waitlist for the cloud-hosted beta.

https://github.com/user-attachments/assets/d04273a5-b36a-4a37-818e-f631ce72d603

This tutorial assumes you have Docker, VSCode, git and npm installed.

🧱 AutoGPT Frontend

The AutoGPT frontend is where users interact with our powerful AI automation platform. It offers multiple ways to engage with and leverage our AI agents. This is the interface where you'll bring your AI automation ideas to life:

Agent Builder: For those who want to customize, our intuitive, low-code interface allows you to design and configure your own AI agents.

Workflow Management: Build, modify, and optimize your automation workflows with ease. You build your agent by connecting blocks, where each block performs a single action.

Deployment Controls: Manage the lifecycle of your agents, from testing to production.

Ready-to-Use Agents: Don't want to build? Simply select from our library of pre-configured agents and put them to work immediately.

Agent Interaction: Whether you've built your own or are using pre-configured agents, easily run and interact with them through our user-friendly interface.

Monitoring and Analytics: Keep track of your agents' performance and gain insights to continually improve your automation processes.

Read this guide to learn how to build your own custom blocks.

💽 AutoGPT Server

The AutoGPT Server is the powerhouse of our platform This is where your agents run. Once deployed, agents can be triggered by external sources and can operate continuously. It contains all the essential components that make AutoGPT run smoothly.

Source Code: The core logic that drives our agents and automation processes.

Infrastructure: Robust systems that ensure reliable and scalable performance.

Marketplace: A comprehensive marketplace where you can find and deploy a wide range of pre-built agents.

🐙 Example Agents

Here are two examples of what you can do with AutoGPT:

  1. Generate Viral Videos from Trending Topics

    • This agent reads topics on Reddit.
    • It identifies trending topics.
    • It then automatically creates a short-form video based on the content.
  2. Identify Top Quotes from Videos for Social Media

    • This agent subscribes to your YouTube channel.
    • When you post a new video, it transcribes it.
    • It uses AI to identify the most impactful quotes to generate a summary.
    • Then, it writes a post to automatically publish to your social media.

These examples show just a glimpse of what you can achieve with AutoGPT! You can create customized workflows to build agents for any use case.


Mission and Licencing

Our mission is to provide the tools, so that you can focus on what matters:

  • 🏗️ Building - Lay the foundation for something amazing.
  • 🧪 Testing - Fine-tune your agent to perfection.
  • 🤝 Delegating - Let AI work for you, and have your ideas come to life.

Be part of the revolution! AutoGPT is here to stay, at the forefront of AI innovation.

📖 Documentation | 🚀 Contributing

Licensing:

MIT License: The majority of the AutoGPT repository is under the MIT License.

Polyform Shield License: This license applies to the autogpt_platform folder.

For more information, see https://agpt.co/blog/introducing-the-autogpt-platform


🤖 AutoGPT Classic

Below is information about the classic version of AutoGPT.

🛠️ Build your own Agent - Quickstart

🏗️ Forge

Forge your own agent! Forge is a ready-to-go toolkit to build your own agent application. It handles most of the boilerplate code, letting you channel all your creativity into the things that set your agent apart. All tutorials are located here. Components from forge can also be used individually to speed up development and reduce boilerplate in your agent project.

🚀 Getting Started with Forge This guide will walk you through the process of creating your own agent and using the benchmark and user interface.

📘 Learn More about Forge

🎯 Benchmark

Measure your agent's performance! The agbenchmark can be used with any agent that supports the agent protocol, and the integration with the project's CLI makes it even easier to use with AutoGPT and forge-based agents. The benchmark offers a stringent testing environment. Our framework allows for autonomous, objective performance evaluations, ensuring your agents are primed for real-world action.

📦 agbenchmark on Pypi | 📘 Learn More about the Benchmark

💻 UI

Makes agents easy to use! The frontend gives you a user-friendly interface to control and monitor your agents. It connects to agents through the agent protocol, ensuring compatibility with many agents from both inside and outside of our ecosystem.

The frontend works out-of-the-box with all agents in the repo. Just use the CLI to run your agent of choice!

📘 Learn More about the Frontend

⌨️ CLI

To make it as easy as possible to use all of the tools offered by the repository, a CLI is included at the root of the repo:

$ ./run
Usage: cli.py [OPTIONS] COMMAND [ARGS]...

Options:
  --help  Show this message and exit.

Commands:
  agent      Commands to create, start and stop agents
  benchmark  Commands to start the benchmark and list tests and categories
  setup      Installs dependencies needed for your system.

Just clone the repo, install dependencies with ./run setup, and you should be good to go!

🤔 Questions? Problems? Suggestions?

Get help - Discord 💬

Join us on Discord

To report a bug or request a feature, create a GitHub Issue. Please ensure someone else hasnt created an issue for the same topic.

🤝 Sister projects

🔄 Agent Protocol

To maintain a uniform standard and ensure seamless compatibility with many current and future applications, AutoGPT employs the agent protocol standard by the AI Engineer Foundation. This standardizes the communication pathways from your agent to the frontend and benchmark.


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