Changelog

New Features:

• Revamped MCP integration: Our ****MCPTools and MultiMCPTools 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 for text-embedding-3-small as 1536 and text-embedding-3-large as 3072.

What's Changed

• [fix] Fix script injection vulnerability. by @kevinpetschik in https://github.com/agno-agi/agno/pull/3974
• fix: openai embedder dim len by @kausmeows in https://github.com/agno-agi/agno/pull/3993
• feat: morph code edit tool by @kausmeows in https://github.com/agno-agi/agno/pull/3992
• chore: update morph tool tests by @kausmeows in https://github.com/agno-agi/agno/pull/4001
• fix: workflow postgres storage by @ysolanky in https://github.com/agno-agi/agno/pull/4023
• feat: LiteLLM file input by @Mustafa-Esoofally in https://github.com/agno-agi/agno/pull/3985
• feat: Gemini multi part bug fix by @Mustafa-Esoofally in https://github.com/agno-agi/agno/pull/4025
• feat: Langwatch Observability example by @Mustafa-Esoofally in https://github.com/agno-agi/agno/pull/4035
• Add agno[arxiv] option for arxiv tool by @basnijholt in https://github.com/agno-agi/agno/pull/4036
• fix: Session state in streaming by @dirkbrnd in https://github.com/agno-agi/agno/pull/4021
• feat: Claude interleaved thinking by @Mustafa-Esoofally in https://github.com/agno-agi/agno/pull/3906
• feat: revamp MCP integration by @manuhortet in https://github.com/agno-agi/agno/pull/3955
• [refactor] Migrate from psycopg2 to psycopg (v3) by @guyrosin in https://github.com/agno-agi/agno/pull/3984
• [fix] JinaReaderTools search_query read timeout error due to invalid parameter by @abdulhadi5116 in https://github.com/agno-agi/agno/pull/3982
• fix: set num_documents default before retriever calls by @hiwangzhihui in https://github.com/agno-agi/agno/pull/3913
• chore: Release 1.7.7 by @dirkbrnd in https://github.com/agno-agi/agno/pull/4056

New Contributors

• @kevinpetschik made their first contribution in https://github.com/agno-agi/agno/pull/3974
• @basnijholt made their first contribution in https://github.com/agno-agi/agno/pull/4036
• @guyrosin made their first contribution in https://github.com/agno-agi/agno/pull/3984
• @abdulhadi5116 made their first contribution in https://github.com/agno-agi/agno/pull/3982
• @hiwangzhihui made their first contribution in https://github.com/agno-agi/agno/pull/3913

Full Changelog: https://github.com/agno-agi/agno/compare/v1.7.6...v1.7.7