--- title: "autogen vs langchain-chat-websockets" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/microsoft-autogen-vs-pors-langchain-chat-websockets" tools: ["microsoft-autogen", "pors-langchain-chat-websockets"] --- # autogen vs langchain-chat-websockets *GraphCanon updated Jul 11, 2026* ## Verdict Pick autogen when autogen is primarily Python; langchain-chat-websockets is HTML; pick langchain-chat-websockets when langchain-chat-websockets is primarily HTML; autogen is Python. [autogen](https://microsoft.github.io/autogen/) reports 60k GitHub stars, 9.0k forks, and 945 open issues, last pushed Apr 15, 2026. [langchain-chat-websockets](https://github.com/pors/langchain-chat-websockets) has 97 stars, 8 forks, and 3 open issues, last pushed Nov 30, 2023. Figures are from public GitHub metadata via [autogen's repository](https://github.com/microsoft/autogen) and [langchain-chat-websockets's repository](https://github.com/pors/langchain-chat-websockets). | | [autogen](/tools/microsoft-autogen.md) | [langchain-chat-websockets](/tools/pors-langchain-chat-websockets.md) | | --- | --- | --- | | Tagline | A programming framework for agentic AI | LangChain LLM chat with streaming response over websockets | | Stars | 59,658 | 97 | | Forks | 8,983 | 8 | | Open issues | 945 | 3 | | Language | Python | HTML | | Adopt for | AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models. | - | | Persona | - | - | | Runtime | - | - | | License | CC-BY-4.0 | Apache-2.0 | | Categories | AI Agents, LLM Frameworks | Computer Vision, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [autogen](/tools/microsoft-autogen.md) | [langchain-chat-websockets](/tools/pors-langchain-chat-websockets.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Dormant (18%) | | Days since push | 87d | 954d | | Open issues (now) | 945 | 3 | | Owner type | Organization | User | | Security scan | No lockfile | 50 low (50 low) | | Full report | [trust report](/tools/microsoft-autogen/trust.md) | [trust report](/tools/pors-langchain-chat-websockets/trust.md) | ## Decision facts: autogen - **Requirements:** Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure. - **Adopt for:** AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models. ## Choose when ### Choose autogen if… - autogen is primarily Python; langchain-chat-websockets is HTML. - License: autogen is CC-BY-4.0, langchain-chat-websockets is Apache-2.0. - Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.. - Tags unique to autogen: agentic-agi, agents, ai, autogen. - Also covers AI Agents. - You need a framework that supports integration with multiple AI models via OpenAI's chat completion client. ### Choose langchain-chat-websockets if… - langchain-chat-websockets is primarily HTML; autogen is Python. - License: langchain-chat-websockets is Apache-2.0, autogen is CC-BY-4.0. - Tags unique to langchain-chat-websockets: async, fastapi, langchain, langchain-python. - Also covers Computer Vision. - langchain-chat-websockets ships Docker support for self-hosted deployment. ## When NOT to use autogen - If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. - When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. - You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities. ## When NOT to use langchain-chat-websockets - Last GitHub push was 955 days ago (dormant maintenance, Nov 30, 2023). Validate activity before betting a new project on langchain-chat-websockets. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between autogen and langchain-chat-websockets? autogen: A programming framework for agentic AI. langchain-chat-websockets: LangChain LLM chat with streaming response over websockets. See the comparison table for live GitHub stats and shared categories. ### When should I choose autogen over langchain-chat-websockets? Choose autogen over langchain-chat-websockets when autogen is primarily Python; langchain-chat-websockets is HTML; License: autogen is CC-BY-4.0, langchain-chat-websockets is Apache-2.0; Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.; Tags unique to autogen: agentic-agi, agents, ai, autogen; Also covers AI Agents; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client. ### When should I choose langchain-chat-websockets over autogen? Choose langchain-chat-websockets over autogen when langchain-chat-websockets is primarily HTML; autogen is Python; License: langchain-chat-websockets is Apache-2.0, autogen is CC-BY-4.0; Tags unique to langchain-chat-websockets: async, fastapi, langchain, langchain-python; Also covers Computer Vision; langchain-chat-websockets ships Docker support for self-hosted deployment. ### When should I avoid autogen? If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities. ### When should I avoid langchain-chat-websockets? Last GitHub push was 955 days ago (dormant maintenance, Nov 30, 2023). Validate activity before betting a new project on langchain-chat-websockets. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is autogen or langchain-chat-websockets more popular on GitHub? autogen has more GitHub stars (59,658 vs 97). Stars measure visibility, not whether either tool fits your constraints. ### Are autogen and langchain-chat-websockets open source? Yes - both are open-source projects on GitHub (autogen: CC-BY-4.0, langchain-chat-websockets: Apache-2.0). ### Where can I find alternatives to autogen or langchain-chat-websockets? GraphCanon lists graph-backed alternatives at [autogen alternatives](/tools/microsoft-autogen/alternatives) and [langchain-chat-websockets alternatives](/tools/pors-langchain-chat-websockets/alternatives) ([autogen markdown twin](/tools/microsoft-autogen/alternatives.md), [langchain-chat-websockets markdown twin](/tools/pors-langchain-chat-websockets/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/microsoft-autogen-vs-pors-langchain-chat-websockets.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, autogen or langchain-chat-websockets? autogen: Steady. langchain-chat-websockets: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for autogen and langchain-chat-websockets? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [autogen trust report](/tools/microsoft-autogen/trust); [langchain-chat-websockets trust report](/tools/pors-langchain-chat-websockets/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=microsoft-autogen`](/api/graphcanon/graph?tool=microsoft-autogen) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_