Changelog
New Features:
- Revamped MCP integration: Our ****
MCPTools
andMultiMCPTools
classes can now be initialized and used without an async context manager, providing a much easier experience. See the updated docs. - Morph Tools: Morph’s Fast Apply model as a Tool, it intelligently merges your original code with update snippets at 98% accuracy and 4500+ tokens/second.
- Claude Interleaved Thinking: Added support for thinking in-between other content for
Claude
.
Improvements:
- LiteLLM File & Image Understanding: Added support for file and image inputs for
LiteLLM
. - Upgrade ZepTools to v3 Zep:
ZepTools
are now compatible with Zep v3.
Bug Fixes:
- OpenAIEmbedder() wrong dimensions for text-embedding-3-large: Automatically handles default
dimensions
length fortext-embedding-3-small
as 1536 andtext-embedding-3-large
as 3072.
What's Changed
- [fix] Fix script injection vulnerability. by @kevinpetschik in #3974
- fix: openai embedder dim len by @kausmeows in #3993
- feat: morph code edit tool by @kausmeows in #3992
- chore: update morph tool tests by @kausmeows in #4001
- fix: workflow postgres storage by @ysolanky in #4023
- feat: LiteLLM file input by @Mustafa-Esoofally in #3985
- feat: Gemini multi part bug fix by @Mustafa-Esoofally in #4025
- feat: Langwatch Observability example by @Mustafa-Esoofally in #4035
- Add
agno[arxiv]
option for arxiv tool by @basnijholt in #4036 - fix: Session state in streaming by @dirkbrnd in #4021
- feat: Claude interleaved thinking by @Mustafa-Esoofally in #3906
- feat: revamp MCP integration by @manuhortet in #3955
- [refactor] Migrate from psycopg2 to psycopg (v3) by @guyrosin in #3984
- [fix] JinaReaderTools search_query read timeout error due to invalid parameter by @abdulhadi5116 in #3982
- fix: set num_documents default before retriever calls by @hiwangzhihui in #3913
- chore: Release 1.7.7 by @dirkbrnd in #4056
New Contributors
- @kevinpetschik made their first contribution in #3974
- @basnijholt made their first contribution in #4036
- @guyrosin made their first contribution in #3984
- @abdulhadi5116 made their first contribution in #3982
- @hiwangzhihui made their first contribution in #3913
Full Changelog: v1.7.6...v1.7.7