quartz/content/releases/Release Notes 02.15.24.md

title	date	tags
Release Notes 02.15.24	02.15.24	releases dev honcho demos announcements

Today we've got Honcho v0.0.3, vectorDBs, open source OAI memory, demos, and a blog post.

If you're building with or adjacent to Honcho, join our Discord, and let's jam on what we can build together 🤝.

News

• VectorDB support for global, session-spanning user information!

• An open source reimplementation of OpenAI's 'memory' features:

  • Uses Honcho to effortlessly organize sessions on a per-user basis

  • Derives facts about users, stores them, and retrieves for later use

  • Implementation with the useful abstractions LangChain provides

  • Discord Bot demo!

  • Memories for All

Honcho v0.0.3

ADDED

• Collections table to reference a collection of embedding documents

• Documents table to hold vector embeddings for RAG workflows

• Local scripts for running a postgres database with pgvector installed

• OpenAI Dependency for embedding models

• PGvector dependency for vectorDB support

CHANGED

• session_data is now metadata

• session_data is a JSON field, used python dict for compatibility