![\"\"](\"https:\/\/guillaumesblog.net\/wp-content\/uploads\/2026\/07\/Screenshot_Telegram-473x1024.jpg\")
Since we are playing around with the services here, all I offer is an exploratory concept and I leave it up to you to make it enterprise ready if you wish to do so. Now let’s have a look at the architecture proposed to make this bot work.<\/p>\n\n\n\n I use functions since they are easy to trigger in response to an event happening on the platform. From the chat app side, the objective is to reach out the Generative AI Project to leverage its “intelligence”, so we need to set-up the front end. You can use a pre-packaged frontend like Open WebUI<\/a> or a chat App, I choose Telegram for its ease of use.<\/p>\n\n\n\n This setup uses a Generative AI project “Build Agents with the OCI Responses API”<\/em>, part of Enterprise AI Agents in OCI Generative AI and is a managed service. Documentation is available here<\/a> and here<\/a>. You can also launch your own deployment and resources with “Hosted Agentic Applications”<\/em>.<\/p>\n\n\n\n If we look at the industry as a whole, data sovereignty and AI sovereignty is such a topic that to have the flexibility to chose deployment models, software building blocks, data region location and memory retention all from the cloud platform is handy. If data is of concern an obvious improvement is that Telegram is likely not the way to go, nor is Whatsapp, and I would recommend a front end under your control e.g. a VM running Open WebUI.<\/p>\n\n\n\n A few words and gotchas learned along the way:<\/p>\n\n\n\n You got your bot now, hope this helps and see you soon!<\/p>\n","protected":false},"excerpt":{"rendered":" Let’s get the bot up on its feet and make use of the backend of our choice, in this instance a Oracle OCI Generative AI project. The bot needs to able to converse with the user (myself) via a chat app, it also needs to have a memory and be able to give me clues … Continue reading “Build my AI bot to serve notes from my voice memos”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"[]"},"categories":[1],"tags":[],"class_list":["post-863","post","type-post","status-publish","format-standard","hentry","category-conversation"],"_links":{"self":[{"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/posts\/863","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/comments?post=863"}],"version-history":[{"count":22,"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/posts\/863\/revisions"}],"predecessor-version":[{"id":888,"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/posts\/863\/revisions\/888"}],"wp:attachment":[{"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/media?parent=863"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/categories?post=863"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/guillaumesblog.net\/index.php\/wp-json\/wp\/v2\/tags?post=863"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![\"\"](\"https:\/\/guillaumesblog.net\/wp-content\/uploads\/2026\/07\/image-1-1024x724.png\")
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def oci_gen_chat(entry):\n response = client.responses.create(\n model=\"xai.grok-4-1-fast-reasoning\",\n input=entry,\n tools=[\n {\n \"type\": \"file_search\",\n \"vector_store_ids\": [\"vs_phx_abc\"]\n }\n ]<\/strong>\n )\n return response<\/code><\/pre>\n\n\n\n\n