$npx skillfedfor your agent

botframework-streaming

Microsoft Bot Framework Bot Builder

With conditionsPyPI Artificial IntelligenceReleased Jan 20261.3M downloads / moMITPure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — botframework_streaming-4.17.1-py3-none-any.whl
v4.17.1 · released 2026-01-05 · 2 runtime deps: botbuilder-schema, botframework-connector

Yes, but with caution. The package has low install friction and no known vulnerabilities, and it remains in production/stable status. However, the archived repository and abandoned maintenance status mean no future updates or support. Install only if you are maintaining an existing bot that already depends on it, or if you have thoroughly verified that the entire Bot Framework Python ecosystem meets your current needs and you accept the risk of no upstream maintenance.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires Python >= 3.7.0 as stated in the package documentation.
  • Low install friction with a pure Python wheel.
  • However, the repository is archived and marked as abandoned, with no releases since 2026-01-05 (221 days ago).

License · maintenance · safety

MIT (permissive) — MIT license is permissive and imposes minimal restrictions. You may use, modify, and distribute this package freely in commercial or private projects, provided you retain the copyright notice.

last release 2026-01-05 (221 days) · last repo commit 2026-01-05 · 772 stars · archived

0 known vulnerabilities (OSV.dev, 2026-08-14) · 1,261,380 downloads/mo, #4,148 on PyPI

Verify before relying

pip install botframework-streaming

from botframework_streaming.streaming_session import StreamingSession
from botframework_connector import ConnectorClient

# Use with botbuilder-schema and botframework-connector for bot communication
  • Whether the abandoned status affects compatibility with current Bot Framework versions or Microsoft cloud services.
  • Whether botbuilder-schema and botframework-connector are themselves actively maintained.
  • Specific streaming protocol details and use-case scenarios beyond the generic description.
Same gist for agents: .md · .json

What it is and what it does

botframework-streaming is a Microsoft-maintained library that adds streaming transport capabilities to the Bot Framework ecosystem. It handles the low-level protocol for bidirectional communication between bot services and clients, typically over WebSocket connections, and integrates with botbuilder-schema and botframework-connector to form the transport layer of a bot application.

The package is positioned as a stable, production-ready component within the broader Bot Framework Python suite. However, its repository is now archived and abandoned, meaning no new features or bug fixes are being developed. It remains available for existing projects that depend on it, but teams building new bots should verify whether the entire Bot Framework Python ecosystem is still the right choice for their use case.

Use it for

  • Building Python bots that communicate with Bot Framework services using streaming transports instead of HTTP polling.
  • Integrating custom bot services with Microsoft Bot Framework's connector infrastructure over persistent connections.
  • Enabling real-time, bidirectional messaging between bot backends and clients in low-latency scenarios.
  • Extending existing Bot Framework deployments with streaming protocol support for improved responsiveness.

Worth the install?

AI-flagged interpretation of the facts on this page. Verify before relying on it.

With conditions

Yes, but with caution.

The package has low install friction and no known vulnerabilities, and it remains in production/stable status. However, the archived repository and abandoned maintenance status mean no future updates or support. Install only if you are maintaining an existing bot that already depends on it, or if you have thoroughly verified that the entire Bot Framework Python ecosystem meets your current needs and you accept the risk of no upstream maintenance.

Install

botframework-streaming on PyPI

Before you install

Low install friction with a pure Python wheel. However, the repository is archived and marked as abandoned, with no releases since 2026-01-05 (221 days ago). This signals the package is no longer actively maintained, though it remains in production/stable status.

Requires Python >= 3.7.0 as stated in the package documentation.

License in practice

MIT license is permissive and imposes minimal restrictions. You may use, modify, and distribute this package freely in commercial or private projects, provided you retain the copyright notice.

Quickstart

pip install botframework-streaming

from botframework_streaming.streaming_session import StreamingSession
from botframework_connector import ConnectorClient

# Use with botbuilder-schema and botframework-connector for bot communication

Verify before relying

  • Whether the abandoned status affects compatibility with current Bot Framework versions or Microsoft cloud services.
  • Whether botbuilder-schema and botframework-connector are themselves actively maintained.
  • Specific streaming protocol details and use-case scenarios beyond the generic description.

Package facts

LicenseMIT permissive
Python supportNot specified
Install frictionLow. Pure-Python wheel
Runtime dependencies
2 packages
botbuilder-schemabotframework-connector
MaintenanceAbandoned 221 days since the last release
Last repo commit repository archived
First released
Downloads1,261,380 / month, #4,148 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14
Classifiers
Development Status :: 5 - Production/StableIntended Audience :: DevelopersLicense :: OSI Approved :: MIT LicenseOperating System :: OS IndependentProgramming Language :: Python :: 3.7Topic :: Scientific/Engineering :: Artificial Intelligence

Evidence: botframework_streaming-4.17.1-py3-none-any.whl

Tags

Capabilities
bot framework streamingwebsocket bot communicationbotframework protocolbot service streamingmicrosoft bot frameworkbidirectional bot transportbot framework connector
Topics
bot-frameworkstreaming-protocolmicrosoft
PyPI keywords
BotFrameworkStreamingbotsaibotframeworkbotframework

Let your AI agent find packages like this

Example. Real query, live index.

You found this page by searching. An agent finds it by wishing: SkillFed indexes 14,416 PyPI packages by what they can do, searchable in plain language.

wish › “bot framework streaming”

  • botframework-streamingProvides streaming protocol support for Microsoft Bot Framework bots,…
  • botbuilder-coreProvides the core SDK for building bots that exchange messages with…
  • redditwarpRedditWarp is a Python wrapper for the Reddit API that provides…

Give your agent the search over MCP, or paste the wish link into any chat.

More Artificial Intelligence packages

litellm With conditions
PyPI · Artificial Intelligence · released Aug 2026

LiteLLM provides a unified Python interface to call 100+ LLM providers (OpenAI, Anthropic, Gemini, Bedrock, Azure, and others) using OpenAI-compatible API format, available as both a Python SDK and a self-hosted AI Gateway proxy server.

Install it if you need to work with multiple LLM providers or want to centralize LLM routing in your organization.

MITcompiled wheel
682.8Mdownloads / mo
huggingface-hub Worth it
PyPI · Artificial Intelligence · released Aug 2026

Client library and CLI tool for downloading, uploading, and managing models, datasets, and repositories on the Hugging Face Hub platform.

Install it if you work with Hugging Face Hub models or datasets.

Apache-2.0pure Python · 3.10.0+
442.4Mdownloads / mo
langchain Worth it
PyPI · Python Modules · released Aug 2026

LangChain provides a framework for building agents and LLM-powered applications by composing language models, tools, and memory through a unified API that abstracts over multiple model providers.

MITpure Python
315.4Mdownloads / mo
hf-xet With conditions
PyPI · Artificial Intelligence · released Aug 2026

hf-xet provides chunk-based deduplication and efficient file transfer for the Hugging Face Hub, enabling faster uploads and downloads of large files with local disk caching.

Apache-2.0compiled wheel · 3.8+
258.4Mdownloads / mo
tokenizers Worth it
PyPI · Artificial Intelligence · released Apr 2026

Tokenizers converts raw text into token sequences for NLP models, with support for training custom vocabularies and using pre-built tokenizers (BPE, WordPiece) optimized for speed via Rust.

Apache-2.0compiled wheel · 3.10+
222.9Mdownloads / mo
transformers Worth it
PyPI · Artificial Intelligence · released Aug 2026

Transformers provides a unified framework for loading, fine-tuning, and running state-of-the-art pretrained models across text, vision, audio, video, and multimodal tasks using PyTorch, JAX, or TensorFlow.

Install it if you need to run or train any transformer-based model for NLP, vision, audio, or multimodal tasks.

permissive licensepure Python · 3.10.0+
186.6Mdownloads / mo

See also botbuilder-core · botframework-connector · fastapi-poe · botbuilder-integration-aiohttp · botbuilder-schema · line-bot-sdk · websocket · pyTelegramBotAPI · simple-websocket · Flask-SocketIO