v0.10.0: Total Recall

The 0.10 release is headlined by a new memory system, so that agents can retain partitioned knowledge across flows and invocations. Agents can have multiple memory modules, each with its own instructions and shared access patterns. Memory is backed by a pluggable provider interface; 0.10 includes support for Chroma and LanceDB.

What's Changed

New Features 🎉

• remove old typer extra and update json -> model_dump_json (LC 0.3+ support) by @zzstoatzz in #312
• Support langchain 0.3 by @jlowin in #321
• Add llm-specific prompt instructions by @jlowin in #322
• Add agent memories by @jlowin in #326
• Bump langchain versions by @jlowin in #328
• Allow completion tools to be customized per-task by @jlowin in #330
• Add chroma cloud configs by @jlowin in #331
• Add LanceDB memory provider by @jlowin in #334
• Support async tasks with task decorator by @jlowin in #337

Fixes 🐞

• Ensure flow decorator works with async flows by @jlowin in #336

Breaking Changes 🛫

• Change raise_on_error to raise_on_failure by @jlowin in #327

Docs 📚

• Add docs for multiple labels by @jlowin in #320
• Remove comma from pip install by @ahuang11 in #324
• Add version badges by @jlowin in #329
• Add memory example by @jlowin in #332
• Update all examples by @jlowin in #335

Other Changes 🦾

• Fix spacing by @jlowin in #333

New Contributors

• @ahuang11 made their first contribution in #324

Full Changelog: v0.9.4...v0.10.0