{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/9"}],"enrichment":{"capability":"Python SDK for the Honcho conversational memory platform, enabling management of peers, sessions, and conversation context with persistent memory across multi-party interactions.","skillfed_tags":["conversational-ai","memory-management","multi-agent"],"use_cases":["Build multi-agent conversational systems where agents need to reason about what other agents know.","Implement customer support chatbots that maintain conversation history across multiple sessions and participants.","Create collaborative AI applications where multiple users and assistants interact with persistent context.","Develop conversational AI that tracks user preferences and history across separate conversations.","Query conversation state from different perspectives for theory-of-mind reasoning in dialogue systems."],"what_it_does":"Honcho is the official Python SDK for a conversational memory platform designed to manage complex multi-party interactions. It abstracts away the infrastructure for storing and retrieving conversation context, allowing developers to build AI applications that maintain persistent memory of interactions across multiple participants (peers) and conversation sessions. The SDK provides high-level abstractions for creating peers (conversation participants), organizing messages into sessions, and querying conversation context from different perspectives\u2014enabling features like theory-of-mind reasoning where one participant can reason about what another knows.\n\nThe package wraps HTTP calls to a remote Honcho service via httpx and uses pydantic for data validation. It supports both synchronous and asynchronous workflows, metadata tagging, and format conversion to OpenAI and Anthropic message schemas for downstream LLM integration. Installation is straightforward, dependencies are minimal, and the library targets Python 3.8 and later.","worth_installing":"Yes. The package is actively maintained, has low install friction, carries a permissive license, and solves a real problem for multi-party conversational AI. It is well-positioned in the top 15000 packages by download volume. The main consideration is that it requires a working Honcho backend service and valid API credentials, so it is only suitable if you are already committed to using the Honcho platform."},"id":"honcho-ai","links":{"html":"https://skillfed.io/packages/honcho-ai","md":"https://skillfed.io/packages/honcho-ai.md","pypi":"https://pypi.org/project/honcho-ai/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-11","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"honcho-ai","python_support":"supports_current","summary":"Official DX Optimized Python SDK for Honcho"},"popularity":{"monthly_downloads":717590,"position":5243,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2.3.0"}