{"id":139,"date":"2026-01-01T06:41:46","date_gmt":"2026-01-01T06:41:46","guid":{"rendered":"https:\/\/genia.inaf.it\/?p=139"},"modified":"2026-04-25T14:19:01","modified_gmt":"2026-04-25T14:19:01","slug":"tools-and-frameworks-to-build-ai-agents","status":"publish","type":"post","link":"https:\/\/genia.inaf.it\/?p=139","title":{"rendered":"Tools and frameworks to build AI Agents"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">MLFlow &#8211; engineering platform to debug, evaluate, monitor, and optimize AI applications &#8211; <a href=\"https:\/\/github.com\/mlflow\/mlflow\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/mlflow\/mlflow<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LangSmith from LangChain &#8211;&nbsp;<a href=\"https:\/\/smith.langchain.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/smith.langchain.com\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OctoTools from Stanford Univ. &#8211;&nbsp;<a href=\"https:\/\/octotools.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/octotools.github.io\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Poetiq &#8211;&nbsp;<a href=\"https:\/\/poetiq.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/poetiq.ai\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Agno &#8211; Framework x multi-agent systems &#8211;&nbsp;<a href=\"https:\/\/github.com\/agno-agi\/agno\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/agno-agi\/agno<\/a>&nbsp;&#8211;&nbsp;<a href=\"https:\/\/github.com\/agno-agi\/agno\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/agno-agi\/agno<\/a>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/developers.googleblog.com\/en\/building-agents-google-gemini-open-source-frameworks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Building agents with Google Gemini and open source frameworks<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Open Source LLM Agent handbook &#8211;&nbsp;<a href=\"https:\/\/www.freecodecamp.org\/news\/the-open-source-llm-agent-handbook\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.freecodecamp.org\/news\/the-open-source-llm-agent-handbook\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI agents SDK &#8211;&nbsp;<a href=\"https:\/\/openai.github.io\/openai-agents-python\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/openai.github.io\/openai-agents-python\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Building agents with Gemini using open source frameworks &#8211;&nbsp;<a href=\"https:\/\/developers.googleblog.com\/en\/building-agents-google-gemini-open-source-frameworks\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/developers.googleblog.com\/en\/building-agents-google-gemini-open-source-frameworks\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LiteLLM &#8211; API translator &#8211;&nbsp;<a href=\"https:\/\/docs.litellm.ai\/docs\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/docs.litellm.ai\/docs\/<\/a>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MLFlow &#8211; engineering platform to debug, evaluate, monitor, and optimize AI applications &#8211; https:\/\/github.com\/mlflow\/mlflow LangSmith from LangChain &#8211;&nbsp;https:\/\/smith.langchain.com\/ OctoTools from Stanford Univ. &#8211;&nbsp;https:\/\/octotools.github.io\/ Poetiq &#8211;&nbsp;https:\/\/poetiq.ai\/ Agno &#8211; Framework x multi-agent systems &#8211;&nbsp;https:\/\/github.com\/agno-agi\/agno&nbsp;&#8211;&nbsp;https:\/\/github.com\/agno-agi\/agno&nbsp; Building agents with Google Gemini and open source frameworks Open Source LLM Agent handbook &#8211;&nbsp;https:\/\/www.freecodecamp.org\/news\/the-open-source-llm-agent-handbook\/ OpenAI agents SDK &#8211;&nbsp;https:\/\/openai.github.io\/openai-agents-python\/ Building agents with Gemini&hellip;&nbsp;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[6],"tags":[],"class_list":["post-139","post","type-post","status-publish","format-standard","hentry","category-ai-agents"],"acf":[],"_links":{"self":[{"href":"https:\/\/genia.inaf.it\/index.php?rest_route=\/wp\/v2\/posts\/139","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/genia.inaf.it\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/genia.inaf.it\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/genia.inaf.it\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/genia.inaf.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=139"}],"version-history":[{"count":4,"href":"https:\/\/genia.inaf.it\/index.php?rest_route=\/wp\/v2\/posts\/139\/revisions"}],"predecessor-version":[{"id":232,"href":"https:\/\/genia.inaf.it\/index.php?rest_route=\/wp\/v2\/posts\/139\/revisions\/232"}],"wp:attachment":[{"href":"https:\/\/genia.inaf.it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=139"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/genia.inaf.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=139"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/genia.inaf.it\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=139"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}