agno-agi/agno v2.5.7 on GitHub

New Features:

OpenAI-Like Embedder: Added OpenAILikeEmbedder for providers with OpenAI compatible embedding endpoints

Session Search Tool: Agents and teams can now browse previous sessions with a two-step search_past_sessions + read_past_session pattern. Session previews show per-run user/assistant pairs instead of a single message, with configurable limits on sessions searched (num_past_sessions_to_search) and preview depth (num_past_session_runs_in_search). read_past_session accepts an optional num_runs parameter so the model can avoid pulling in full conversations from long sessions.

ChromaDB: Added ID deduplication for documents with identical content across all insert and upsert methods.
Azure OpenAI Embedder: Added support for non-default Azure-deployed models (e.g. Cohere) and improved dimensions handling for custom deployments.
Slack Interface: Fixed a bug preventing user_id from being propagated

cookbook: restructure knowledge cookbooks into story-driven journeys by @willemcdejongh in #6681
[feat] add OpenAILikeEmbedder for LiteLLM proxy compatibility by @hztBUAA in #6648
fix: wrap input as list for non-default Azure models by @giulio-leone in #6809
fix: deduplicate ChromaDB document IDs to prevent batch insert failures by @harshsinha03 in #6714
fix: pass user_id for all Slack events and add thread_message_limit by @Mustafa-Esoofally in #6766
refactor: simplify search_session_history — drop query, add per-run limits by @ysolanky in #6858
feat: propagate team reference to member agent tools by @Mustafa-Esoofally in #6707
chore: release 2.5.7 by @ysolanky in #6864

Full Changelog: v2.5.6...v2.5.7