1.5.9

AG-UI App: Expose your Agno Agents and Teams with an AG-UI compatible FastAPI APP.
vLLM Support: Added support for running vLLM models via Agno.
Serper Toolkit: Added SerperTools toolkit to search Google
LangDB Support: Added LangDB AI Gateway support into Agno.
LightRAG server support: Added LightRAG support which provides a fast, graph-based RAG system that enhances document retrieval and knowledge querying capabilities.
Parser Model: Added ability to use an external model to apply a structured output to a model response
Pdf Bytes Knowledge: Introduced a new knowledge base class: PDFBytesKnowledgeBase, which allows the ingestion of in-memory PDF content via bytes or IO streams instead of file paths.
Qdrant Mcp Server: Added MCP support for Qdrant
Daytona integration: Added DaytonaTools toolkit to let Agents execute code remotely on Daytona sandboxes
Expand URL addition in Crawl4ai: Introduced a new URL expansion feature directly into the Crawl4ai toolkit. Our agents frequently encounter shortened URLs that crawl4ai cannot scrape effectively, leading to incomplete data retrieval. With this update, shortened URLs are expanded to their final destinations before being processed by the crawler.
AWS SES Tools: Added AWSSESTools to send emails via AWS SES.
Location Aware Agents: Added add_location_to_instructions to automatically detect the current location where the agent is running and add that to the system message.

FastAPIApp Update: FastAPIApp was updated and agent was replaced with agents, team with teams and workflows was added. This also now requires you to specify which agent/team/workflow to run.
- E.g. http://localhost:8001/runs?agent_id=my-agent
ZepTools Updates: Updated ZepTools to remove deprecated features.
GmailTools Attachments: GmailTools now support attachments.
Improve code reusability by using fetch with retry and async_fetch_with_retry: updated fetch_with_retry and async_fetc_with_retry to be reused inurl_reader.py
Add name to evaluation examples: Included name param in evaluation examples
XTools Search: Added search_posts for XTools.

Claude Prompt Tokens: Fixed a bug with prompt tokens not propagating in Claude model class
Add type in base App class for registry: Can have different types of app like- slack, whatsapp, etc
Accept empty array of pdf urls: Fixed an issue where empty PDF URL arrays were not accepted, preventing knowledge base queries without adding new documents
Anthropic cache metrics propagation: Fixed a bug where Anthropic's prompt caching metrics were not propagating to Agent responses, despite the raw Anthropic API working correctly. This minimal fix ensures cache performance metrics are properly captured and reported.
Handle non serializable objects on RunResponse dict parsing:
- Updated RunResponse.to_dict() to handle non-serializable fields, as Python enums