From 1bcc50228eae9a598ad7515237979b6f04a61f44 Mon Sep 17 00:00:00 2001 From: James Borlase Date: Wed, 29 Jul 2026 16:47:03 +0200 Subject: [PATCH 1/7] Pair agentic contexts with profile attributes in the Vercel AI tutorial The signals-ai-agent-context tutorial pre-dates agentic contexts and hand-rolled what the feature now provides: build-ai-integration.md composed a "Real-Time User Context" markdown block from attribute values via a custom formatAttributes() helper. Retrofit it as a pairing rather than a replacement. The tutorial now fetches both kinds of Signals context and lands both in the system prompt, and explains when each is the right tool: - user-level profile attributes (computed aggregates, via the service) - in-session agentic context (raw recent activity as an LLM-ready narrative, via getAgenticContext with format: "narrative") Changes: - configure-signals.md: add an agentic-context definition step with Console and Python SDK tabs, selecting event_name and page_urlpath so the narrative's table columns populate - build-ai-integration.md: replace formatAttributes() for session activity with getAgenticContext(); both fetches now run in parallel and degrade independently. The narrative example is a real capture - introduction.md: describe both context types and both fetches in the component flow; add the missing free-trial note; point the prerequisite at /docs/signals/setup/ instead of the credentials page - test.md: verify both prompt sections separately; add the Snowplow Inspector step - setup.md: correct the Signals base URL placeholder - conclusion.md: list the agentic context in the summary Verified against a live trial org: the Python SDK block publishes as written, and a scaffolded Next.js app composes a prompt containing both the profile attributes and the [START CONTEXT] narrative. Co-Authored-By: Claude Fable 5 --- .../build-ai-integration.md | 125 ++++++++++++------ .../signals-ai-agent-context/conclusion.md | 7 +- .../configure-signals.md | 103 ++++++++++++++- .../signals-ai-agent-context/introduction.md | 26 +++- tutorials/signals-ai-agent-context/setup.md | 4 +- tutorials/signals-ai-agent-context/test.md | 27 +++- 6 files changed, 231 insertions(+), 61 deletions(-) diff --git a/tutorials/signals-ai-agent-context/build-ai-integration.md b/tutorials/signals-ai-agent-context/build-ai-integration.md index 6ffc02fa7..e0f3dd65e 100644 --- a/tutorials/signals-ai-agent-context/build-ai-integration.md +++ b/tutorials/signals-ai-agent-context/build-ai-integration.md @@ -2,16 +2,21 @@ title: "Build the Signals AI integration using the Vercel AI SDK" position: 5 sidebar_label: "Connect Signals and AI agent" -description: "Connect Snowplow Signals to a Vercel AI SDK agent by fetching user attributes and injecting them into the system prompt." -keywords: ["vercel ai sdk", "system prompt", "signals context", "ai agent", "streaming", "next.js api route"] -date: "2026-04-10" +description: "Connect Snowplow Signals to a Vercel AI SDK agent by fetching profile attributes and the agentic context narrative, and injecting both into the system prompt." +keywords: ["vercel ai sdk", "system prompt", "signals context", "agentic context", "ai agent", "streaming", "next.js api route"] +date: "2026-07-29" --- The next step is to connect Signals to your AI agent, via the Vercel AI SDK. ## Fetch Signals context -Create the module that fetches and formats user attributes from Signals: +Your agent will fetch two kinds of context from Signals on every chat request, using the same session ID for both: + +* Profile attributes, from the service: computed aggregates that you format into a prompt section yourself +* Recent session activity, from the [agentic context](/docs/signals/applications/agentic-contexts/): fetched with `format: "narrative"`, which returns a ready-made text block, so there's no formatting code to write + +Create the module that fetches both: ```tsx // lib/signals-context.ts @@ -36,47 +41,78 @@ function getSignalsClient(): Signals | null { } const SERVICE_NAME = "web-agent-context"; +const AGENTIC_CONTEXT_NAME = "web_agent_activity"; + +// Profile attributes: computed aggregates, served by the Signals service +async function getProfileSection( + signals: Signals, + domainSessionId: string, +): Promise { + const attributes = await signals.getServiceAttributes({ + name: SERVICE_NAME, + attribute_key: "domain_sessionid", + identifier: domainSessionId, + }); + + if (!attributes || Object.keys(attributes).length === 0) { + return ""; + } -function formatAttributes(attributes: Record): string { const lines = Object.entries(attributes).map( ([key, value]) => `- ${key}: ${JSON.stringify(value)}`, ); return [ - "## Real-Time User Context (Snowplow Signals)", - "The following attributes describe the current user's session behavior on this application:", + "## User profile (Snowplow Signals attributes)", + "Computed attributes describing the current user's session so far:", ...lines, ].join("\n"); } +// Session activity: LLM-ready narrative, served by the agentic context +async function getActivitySection( + signals: Signals, + domainSessionId: string, +): Promise { + const narrative = await signals.getAgenticContext({ + name: AGENTIC_CONTEXT_NAME, + identifier: domainSessionId, + format: "narrative", + }); + + if (!narrative) return ""; + + return [ + "## Recent session activity (Snowplow Signals agentic context)", + narrative, + ].join("\n"); +} + export async function getSignalsContext( domainSessionId: string, ): Promise { const signals = getSignalsClient(); if (!signals) return ""; - try { - const attributes = await signals.getServiceAttributes({ - name: SERVICE_NAME, - attribute_key: "domain_sessionid", - identifier: domainSessionId, - }); - - if (!attributes || Object.keys(attributes).length === 0) { - return ""; + // Fetch both in parallel; if one fails, the other is still used + const [profile, activity] = await Promise.allSettled([ + getProfileSection(signals, domainSessionId), + getActivitySection(signals, domainSessionId), + ]); + + const sections: string[] = []; + for (const result of [profile, activity]) { + if (result.status === "fulfilled" && result.value) { + sections.push(result.value); + } else if (result.status === "rejected") { + console.error("[signals-context] Signals fetch failed:", result.reason); } - - return formatAttributes(attributes); - } catch (error) { - console.error( - "[signals-context] Failed to fetch signals attributes:", - error, - ); - return ""; } + + return sections.join("\n\n"); } ``` -The raw response format from the service, pulled using `signals.getServiceAttributes()`, looks like this: +The profile fetch returns raw attribute values from the service, which `getProfileSection()` formats into a markdown list: ```json { @@ -87,18 +123,26 @@ The raw response format from the service, pulled using `signals.getServiceAttrib } ``` -The `formatAttributes()` function converts that into a markdown section that can be appended to the agent's system prompt, for example: - -```markdown -## Real-Time User Context (Snowplow Signals) -The following attributes describe the current user's session behavior on this application: -- page_views_count: 12 -- unique_pages_viewed: 5 -- first_event_timestamp: "2026-04-09T14:23:01.000Z" -- last_event_timestamp: "2026-04-09T14:41:03.000Z" +The activity fetch needs no formatting at all. With `format: "narrative"`, `getAgenticContext()` returns the prompt you configured, followed by a block delimited by `[START CONTEXT]` and `[END CONTEXT]`. Here's a real capture from a five-page browsing session: + +```text +You are a helpful assistant for the Signal Shop web store. Use this recent activity to understand what the user is exploring right now, and tailor your answers to it. +[START CONTEXT] +10 seconds on the current page. Session started 132 seconds ago. Based on last 50 recorded events for the last 1800 seconds. +## Real-time user behaviour +Events are ordered from oldest to most recent. +seconds_since_start_of_session, event, url, event_context +0, page_view, /, {page_title: 'Signal Shop'} +25, page_view, /products, {page_title: 'All products | Signal Shop'} +56, page_view, /products/3, {page_title: 'Aurora Wireless Headphones | Signal Shop'} +91, page_view, /products/7, {page_title: 'Linen Overshirt | Signal Shop'} +122, page_view, /products/3, {page_title: 'Aurora Wireless Headphones | Signal Shop'} +[END CONTEXT] ``` -If Signals isn't configured or a fetch fails, the `getSignalsContext()` function returns an empty string. The agent still works without the Signals context. +The opening summary and the event table are generated by Signals from the events you selected when defining the agentic context. Notice the difference between the two sections: the attributes summarize the session in aggregate, while the narrative shows the user's actual path through the site, oldest event first. An aggregate count can tell the agent the user is engaged; only the narrative can tell it they came back to `/products/3` after looking at something else. + +If Signals isn't configured or both fetches fail, the `getSignalsContext()` function returns an empty string. The agent still works without the Signals context. ## Build the agent @@ -109,8 +153,10 @@ Create the function that constructs the system prompt with the Signals context a const BASE_INSTRUCTIONS = `You are a helpful assistant for this application. Help users understand features, answer questions, and guide them through their journey. -When you have real-time user context available (provided below), use it to personalize -your responses. Reference what the user has been looking at to give more relevant answers.`; +When real-time user context is available below, use it to personalize your responses. +The user profile section describes the session in aggregate. The recent session +activity section lists what the user has just been doing, oldest event first. +Reference what the user has been looking at to give more relevant answers.`; export function createAgent(signalsContext?: string) { const systemPrompt = @@ -120,7 +166,7 @@ export function createAgent(signalsContext?: string) { } ``` -The model treats the Signals block as factual context about the current user. No special prompting is needed beyond including it: LLMs naturally incorporate provided context when formulating responses. +The model treats both Signals sections as factual context about the current user. No special prompting is needed beyond including them: LLMs naturally incorporate provided context when formulating responses. The agentic context's own `prompt` instructions arrive at the top of the narrative string, ahead of `[START CONTEXT]`, so you can steer the agent from your Signals configuration as well as from `BASE_INSTRUCTIONS`. ## Build the chat API route @@ -144,7 +190,8 @@ export async function POST(request: Request) { // Extract the Snowplow session ID passed from the frontend const snowplowDomainSessionId = pageContext?.snowplowDomainSessionId || ""; - // Fetch real-time user attributes from Signals + // Fetch real-time user context from Signals: + // profile attributes + the session activity narrative let signalsContext = ""; if (snowplowDomainSessionId) { signalsContext = await getSignalsContext(snowplowDomainSessionId); diff --git a/tutorials/signals-ai-agent-context/conclusion.md b/tutorials/signals-ai-agent-context/conclusion.md index d67aabc60..f70afd0e8 100644 --- a/tutorials/signals-ai-agent-context/conclusion.md +++ b/tutorials/signals-ai-agent-context/conclusion.md @@ -3,8 +3,8 @@ title: "Conclusion and next steps" position: 7 sidebar_label: "Conclusion" description: "Summary of the Signals AI agent tutorial and ideas for extending it with richer attributes, interventions, and multi-dimensional context." -keywords: ["signals next steps", "ai agent extensions", "interventions", "attribute groups"] -date: "2026-04-10" +keywords: ["signals next steps", "ai agent extensions", "interventions", "attribute groups", "agentic context"] +date: "2026-07-29" --- In this tutorial, you've built a Next.js AI agent that uses Snowplow Signals to deliver personalized, context-aware responses based on live user behavior. @@ -14,8 +14,9 @@ Here's what you set up: * Snowplow Browser tracker capturing page views, page pings, and link clicks * A Signals attribute group computing real-time session-level attributes * A Signals service exposing those attributes via API +* A Signals agentic context capturing the session's recent activity as an LLM-ready narrative * A floating chat widget that passes the Snowplow session ID with every request -* A Vercel AI SDK agent that fetches and injects those attributes into its system prompt +* A Vercel AI SDK agent that fetches both, and injects them into its system prompt Here are some next steps ideas for extending what you've built. diff --git a/tutorials/signals-ai-agent-context/configure-signals.md b/tutorials/signals-ai-agent-context/configure-signals.md index c50e56166..b879fdb21 100644 --- a/tutorials/signals-ai-agent-context/configure-signals.md +++ b/tutorials/signals-ai-agent-context/configure-signals.md @@ -2,12 +2,22 @@ title: "Configure Snowplow Signals" position: 4 sidebar_label: "Configure Signals" -description: "Create an attribute group, publish it, and set up a Signals service to serve real-time user attributes." -keywords: ["snowplow signals", "attribute group", "signals service", "real-time attributes", "profiles store"] -date: "2026-04-10" +description: "Create an attribute group, a service, and an agentic context to serve real-time profile attributes and session activity to your AI agent." +keywords: ["snowplow signals", "attribute group", "signals service", "agentic context", "real-time attributes", "profiles store"] +date: "2026-07-29" --- -The next step is to define the user attributes you want to compute. You'll do this within [Snowplow Console](https://console.snowplowanalytics.com). +```mdx-code-block +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; +``` + +The next step is to define the real-time context you want Signals to serve. You'll set up two complementary resources: + +* An [attribute group](/docs/signals/concepts/#attribute-groups) and [service](/docs/signals/concepts/#services) that compute and serve profile attributes: aggregate metrics that describe the session, such as how many pages the user has viewed +* An [agentic context](/docs/signals/agentic-contexts/) that captures recent session activity: the user's latest events, readable as an LLM-ready narrative + +The two work together. Attributes tell your agent what the session adds up to, while the agentic context tells it what the user has just been doing, event by event. Both are scoped to the same `domain_sessionid` attribute key, so your agent can fetch both using the session ID it already has. ## Create a Basic Web attribute group @@ -53,3 +63,88 @@ Services allow you to combine multiple attribute groups if needed, but for this 4. Click **Create service** The page will show you retrieval instructions for Node.js. You'll need these to set up your API client in the next step. + +## Create an agentic context + +The service you just created serves computed aggregates. To also give your agent a play-by-play of what the user is doing right now, [define an agentic context](/docs/signals/agentic-contexts/): a rolling record of the user's recent events that Signals can return as a plain-language narrative, ready to drop into a prompt. + +For this app, capture page view events, keeping three properties from each one: + +| Property | Why | +| -------------- | ---------------------------------------------------------------- | +| `event_name` | Populates the event column of the narrative table | +| `page_urlpath` | Populates the URL column of the narrative table | +| `page_title` | Extra detail, included in the narrative's `event_context` column | + +The `event_name` and `page_urlpath` atomic properties feed the narrative's dedicated columns. Any other property you select appears in its `event_context` column. + +Your app also tracks page pings and link clicks. Leave the page pings out: the buffer holds a limited number of events, and heartbeat pings would crowd out the meaningful activity. Link clicks are worth adding once you've seen the narrative working. + + + + +1. Navigate to **Signals** > **Agentic contexts** +2. Click to create a new agentic context, and configure the basics: + - **Name**: `web_agent_activity` + - **Description**: `Recent session activity for the web store support agent` + - **Prompt instructions**: `You are a helpful assistant for this web store. Use this recent activity to understand what the user is exploring right now, and tailor your answers to it.` + - **Owner**: your email address +3. Select the events to capture: choose the `page_view` event, keeping the `event_name`, `page_urlpath`, and `page_title` atomic properties +4. Set the limits: retain a maximum of 50 events, with a maximum age of 1800 seconds (30 minutes) +5. Click **Publish** to send the configuration to your Signals infrastructure + + + + +You can also define agentic contexts programmatically with the [Signals Python SDK](https://pypi.org/project/snowplow-signals/), where the `EventLog` class is the building block. Start by [connecting to Signals](/docs/signals/connection/) to create a `Signals` object, then define the agentic context: + +```python +from snowplow_signals import ( + EventLog, + EventSelection, + EventLogEvent, + EventLogAtomicProperty, + domain_sessionid, +) + +web_agent_activity = EventLog( + name="web_agent_activity", + description="Recent session activity for the web store support agent", + owner="user@company.com", + prompt=( + "You are a helpful assistant for this web store. " + "Use this recent activity to understand what the user is exploring " + "right now, and tailor your answers to it." + ), + attribute_key=domain_sessionid, + max_events=50, + max_age_seconds=1800, + events=[ + EventSelection( + event=EventLogEvent( + name="page_view", + vendor="com.snowplowanalytics.snowplow", + version="1-0-0", + ), + properties=[ + EventLogAtomicProperty(name="event_name"), + EventLogAtomicProperty(name="page_urlpath"), + EventLogAtomicProperty(name="page_title"), + ], + ), + ], +) +``` + +Publish it to send the configuration to your Signals infrastructure: + +```python +sp_signals.publish([web_agent_activity]) +``` + + + + +The `prompt` text travels with the agentic context: Signals hands it to your agent alongside the captured activity, so you can refine the instructions later without touching your application code. + +With the attribute group, service, and agentic context all published, you're ready to wire them into your app. diff --git a/tutorials/signals-ai-agent-context/introduction.md b/tutorials/signals-ai-agent-context/introduction.md index 2ed06ba30..fac20c010 100644 --- a/tutorials/signals-ai-agent-context/introduction.md +++ b/tutorials/signals-ai-agent-context/introduction.md @@ -3,18 +3,24 @@ title: "Learn how to build an AI agent with real-time user context using Signals position: 1 sidebar_label: "Introduction" description: "Build a Next.js AI agent that uses Snowplow Signals to understand what your users are doing in real time." -keywords: ["snowplow signals", "ai agent", "vercel ai sdk", "real-time context", "next.js"] -date: "2026-04-10" +keywords: ["snowplow signals", "ai agent", "vercel ai sdk", "real-time context", "agentic context", "next.js"] +date: "2026-07-29" --- In this tutorial, you'll build a Next.js AI agent that uses [Snowplow Signals](/docs/signals/introduction/) to understand what your users are doing in real time. Instead of responding generically to every user, the agent will have live awareness of the current user's session behavior: which pages they've visited, what they've been exploring, and how long they've been on the site. +The agent will draw on two complementary kinds of Signals context: + +* Profile attributes: computed aggregates about the session, such as page view counts, served by a Signals [service](/docs/signals/concepts/#services). Use attributes when you want defined metrics that your agent, or any other consumer, can rely on. +* An [agentic context](/docs/signals/agentic-contexts/): the user's recent activity, returned as an LLM-ready narrative. Use it when you want to ground the agent in the user's immediate journey, without writing aggregation or formatting logic. + The app will: 1. Track user behavior automatically using the [Snowplow Browser tracker](/docs/sources/web-trackers/) 2. Compute live user attributes with Snowplow Signals -3. Inject those attributes into the AI agent's system prompt using the Vercel AI SDK -4. Deliver contextually aware responses that respond to what the user is actually doing +3. Capture recent session activity with a Signals agentic context +4. Inject both into the AI agent's system prompt using the Vercel AI SDK +5. Deliver contextually aware responses that respond to what the user is actually doing Adding real-time context from Signals can improve responses. In this example, the user has spent 20 minutes exploring the enterprise pricing page: @@ -36,9 +42,9 @@ The agent can tailor its response based on the user's actual behavior, making fo The flow works like this: - The Snowplow Browser tracker streams behavioral [events](/docs/fundamentals/events/) to your Collector -- Signals computes live session attributes from that stream +- Signals computes live session attributes from that stream, and buffers the session's recent events for the agentic context - On the front-end, the `ChatWidget` reads the Snowplow session ID from the tracker's cookie and sends it alongside every chat request as `pageContext.snowplowDomainSessionId` -- The Next.js `/api/chat` route uses that session ID to fetch fresh attributes from Signals and appends them to the system prompt +- The Next.js `/api/chat` route uses that session ID to fetch both the profile attributes and the activity narrative from Signals, and appends both to the system prompt - The model's response is streamed back through the Vercel AI Gateway to the browser Architecture diagram showing the full data and request flow. In the browser, the Snowplow tracker fires page views, page pings, and link clicks to the Snowplow Collector. The Collector produces enriched events, which flow into Snowplow Signals. Signals computes session attributes and exposes them via a GET attributes by session endpoint. On the Next.js server, the API Chat route receives messages and a Session ID from the browser chat widget, calls the Signals endpoint to fetch session attributes, and passes those attributes as a system prompt alongside the messages to Vercel AI Gateway. The gateway returns a streamed response, which the browser renders in the chat widget. @@ -47,10 +53,16 @@ The flow works like this: This tutorial requires: -* A Snowplow account with [Signals deployed](/docs/signals/connection/) +* A Snowplow account with [Signals enabled](/docs/signals/setup/) * Node.js 18+ and npm/pnpm * A [Vercel AI Gateway API key](https://vercel.com/docs/ai-gateway/getting-started) * This tutorial uses `openai/gpt-4o-mini` via AI Gateway, but any supported model works * Basic familiarity with Next.js and TypeScript +:::note[A full pipeline is required] +Signals computes attributes and captures session activity from real events flowing through your pipeline, so this tutorial can't be completed with [Snowplow Micro](/docs/testing/snowplow-micro/) or in a purely local setup. You need a running Snowplow pipeline with Signals enabled. + +If you don't have one, you can deploy and use a [Snowplow free trial](https://snowplow.io/get-started/snowplow-free-trial) to follow along. +::: + This tutorial should take approximately 30 minutes to complete. diff --git a/tutorials/signals-ai-agent-context/setup.md b/tutorials/signals-ai-agent-context/setup.md index d75c2b604..2508b2fa3 100644 --- a/tutorials/signals-ai-agent-context/setup.md +++ b/tutorials/signals-ai-agent-context/setup.md @@ -4,7 +4,7 @@ position: 2 sidebar_label: "Set up the project" description: "Scaffold a Next.js project and install the required dependencies for Snowplow tracking, Signals, and the Vercel AI SDK." keywords: ["next.js setup", "vercel ai sdk", "snowplow browser tracker", "project scaffold"] -date: "2026-04-10" +date: "2026-07-29" --- First, you'll need to create a Next.js project. You could also use an existing project. @@ -68,7 +68,7 @@ AI_GATEWAY_API_KEY=your-vercel-ai-gateway-api-key NEXT_PUBLIC_SNOWPLOW_COLLECTOR_URL=https://your-collector-url.com # Snowplow Signals -SNOWPLOW_SIGNALS_BASE_URL=https://signals.snowplowanalytics.com +SNOWPLOW_SIGNALS_BASE_URL=https://YOUR_ID.signals.snowplowanalytics.com SNOWPLOW_SIGNALS_API_KEY=your-signals-api-key SNOWPLOW_SIGNALS_API_KEY_ID=your-signals-api-key-id SNOWPLOW_SIGNALS_ORG_ID=your-org-id diff --git a/tutorials/signals-ai-agent-context/test.md b/tutorials/signals-ai-agent-context/test.md index acc2bfc3f..e2b95a857 100644 --- a/tutorials/signals-ai-agent-context/test.md +++ b/tutorials/signals-ai-agent-context/test.md @@ -3,8 +3,8 @@ title: "Try out the Signals and Vercel AI integration" position: 6 sidebar_label: "Test the app" description: "Run your Next.js app, build up behavioral context by browsing, and see how the AI agent uses real-time Signals data." -keywords: ["testing", "signals context", "ai agent demo", "real-time personalization"] -date: "2026-04-10" +keywords: ["testing", "signals context", "agentic context", "ai agent demo", "real-time personalization"] +date: "2026-07-29" --- Your application is now ready to try out. @@ -19,13 +19,15 @@ Make sure you've replaced the placeholder values in `.env.local` with real crede ## Build up behavioral context -Open your app in a browser and browse around for a few minutes. Visit different pages, click some links, and spend time on different sections. The Browser tracker will record these interactions, and Signals will compute your attributes in real time. +Open your app in a browser and browse around for a few minutes. Visit different pages, click some links, and spend time on different sections. Revisit one product page after looking at another, so the activity narrative has a pattern worth noticing. -Open the chat and ask a general question. If your Signals service is returning attributes for your session, the agent's response will reference what you've been doing. +The Browser tracker records these interactions, Signals computes your attributes in real time, and the agentic context buffers the events themselves. + +Open the chat and ask a general question. If Signals is returning context for your session, the agent's response will reference what you've been doing. ## Verify Signals context -You can verify that the app is receiving the Signals context by adding a log to the API route: +You can verify that the app is receiving both kinds of context by adding a log to the API route: ```tsx console.log( @@ -34,9 +36,22 @@ console.log( ); ``` -If the context is empty, check: +A healthy log contains both sections: the profile attributes as a markdown list, and the activity narrative wrapped in `[START CONTEXT]` and `[END CONTEXT]`. + +If the profile section is missing, check: * Is your attribute group published? * Did you create a service with the right name? * Have you been browsing for long enough for events to flow through the pipeline? To rerun the attribute group test query in Console, click **Edit** on your attribute group page > **Run Preview**. + +If the activity section is missing, check: +* Is your agentic context published? +* Did you select the `page_view` event when you defined it? +* Are your events newer than the `max_age_seconds` you configured? + +Because each fetch is handled independently, one section can appear without the other. That's deliberate: a failure to reach either won't take the agent down. + +## Inspect the Signals integration in the browser + +To confirm the tracker and Signals agree on your session, use the [Snowplow Inspector browser extension](/docs/testing/snowplow-inspector/signals-integration/). It shows the events leaving the page alongside the live attribute values Signals holds for your session, which separates a tracking problem from a Signals configuration problem. From 1e91e74b37b977cadbaea5e03ad1aad8d0216bd5 Mon Sep 17 00:00:00 2001 From: James Borlase Date: Thu, 30 Jul 2026 15:11:28 +0200 Subject: [PATCH 2/7] Fix the profile guard so null attributes never reach the prompt MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit A Signals service returns a key for every attribute it serves, with a null value until the session has produced data. The guard checked only for a missing or empty object: if (!attributes || Object.keys(attributes).length === 0) Neither branch fires on {"page_views_count": null, ...} — the object is present and its key count is non-zero — so the guard never fired and the agent injected "page_views_count: null" into the system prompt as though it were a fact about the user. Filter the null values out before testing for emptiness, and explain the behavior on the page so a reader who sees nulls on their first run knows what they are looking at. Also fix the profile JSON example, which showed "unique_pages_viewed": 5. The page's own attribute table and the sibling signals-google-adk-agent tutorial both describe that attribute as a list of URLs, so the scalar was wrong. The other values now match the real capture the page already shows for the narrative. Verified against a live trial org with a fresh, never-seen session identifier: the old guard emitted a list of nulls, the new one emits nothing, and a session with five real page views is unaffected. Co-Authored-By: Claude Fable 5 --- .../build-ai-integration.md | 39 +++++++++++++++---- 1 file changed, 32 insertions(+), 7 deletions(-) diff --git a/tutorials/signals-ai-agent-context/build-ai-integration.md b/tutorials/signals-ai-agent-context/build-ai-integration.md index e0f3dd65e..3b82a1b9b 100644 --- a/tutorials/signals-ai-agent-context/build-ai-integration.md +++ b/tutorials/signals-ai-agent-context/build-ai-integration.md @@ -4,7 +4,7 @@ position: 5 sidebar_label: "Connect Signals and AI agent" description: "Connect Snowplow Signals to a Vercel AI SDK agent by fetching profile attributes and the agentic context narrative, and injecting both into the system prompt." keywords: ["vercel ai sdk", "system prompt", "signals context", "agentic context", "ai agent", "streaming", "next.js api route"] -date: "2026-07-29" +date: "2026-07-30" --- The next step is to connect Signals to your AI agent, via the Vercel AI SDK. @@ -54,11 +54,18 @@ async function getProfileSection( identifier: domainSessionId, }); - if (!attributes || Object.keys(attributes).length === 0) { + // The service returns a key for every attribute it serves, with a null value + // until the session has produced data. Drop those, so a brand new session + // yields no profile section rather than a list of nulls. + const populated = Object.entries(attributes ?? {}).filter( + ([, value]) => value !== null && value !== undefined, + ); + + if (populated.length === 0) { return ""; } - const lines = Object.entries(attributes).map( + const lines = populated.map( ([key, value]) => `- ${key}: ${JSON.stringify(value)}`, ); return [ @@ -116,13 +123,31 @@ The profile fetch returns raw attribute values from the service, which `getProfi ```json { - "page_views_count": 12, - "unique_pages_viewed": 5, - "first_event_timestamp": "2026-04-09T14:23:01.000Z", - "last_event_timestamp": "2026-04-09T14:41:03.000Z" + "page_views_count": 5, + "unique_pages_viewed": [ + "https://signal-shop.example.com/", + "https://signal-shop.example.com/products", + "https://signal-shop.example.com/products/3", + "https://signal-shop.example.com/products/7" + ], + "first_event_timestamp": "2026-07-29T14:14:13.013Z", + "last_event_timestamp": "2026-07-29T14:16:13.976Z" } ``` +Watch the null filter in `getProfileSection()`. A service always returns a key for every attribute it serves, so a session that hasn't produced any events yet comes back fully populated with nulls: + +```json +{ + "page_views_count": null, + "unique_pages_viewed": null, + "first_event_timestamp": null, + "last_event_timestamp": null +} +``` + +That object is neither missing nor empty, so a guard that tests only for those two cases lets `page_views_count: null` through to the model as though it were a fact about the user. Filtering the nulls out first means a session with no data yet contributes no profile section at all, and the model reads nothing about the user instead of reading something false. + The activity fetch needs no formatting at all. With `format: "narrative"`, `getAgenticContext()` returns the prompt you configured, followed by a block delimited by `[START CONTEXT]` and `[END CONTEXT]`. Here's a real capture from a five-page browsing session: ```text From 986715459780e7d38742dd2023682cace7cbfbcc Mon Sep 17 00:00:00 2001 From: James Borlase Date: Thu, 30 Jul 2026 15:11:34 +0200 Subject: [PATCH 3/7] Replace the architecture PNG with a Mermaid diagram vercel-architecture.png showed only the attributes-to-prompt flow, so it contradicted the retrofit: the tutorial now fetches profile attributes and the agentic-context narrative, and lands both in the system prompt. There is no design source to regenerate the PNG from, and the style guide prefers Mermaid for architecture visuals, so the diagram is now inline. The flowchart covers both fetches, with the /api/chat route calling getServiceAttributes against the service and getAgenticContext in narrative format against the agentic context. Delete the PNG, which nothing else references. Co-Authored-By: Claude Fable 5 --- .../signals-ai-agent-context/introduction.md | 35 +++++++++++++++++- .../vercel-architecture.png | Bin 92702 -> 0 bytes 2 files changed, 33 insertions(+), 2 deletions(-) delete mode 100644 tutorials/signals-ai-agent-context/vercel-architecture.png diff --git a/tutorials/signals-ai-agent-context/introduction.md b/tutorials/signals-ai-agent-context/introduction.md index fac20c010..83a04d810 100644 --- a/tutorials/signals-ai-agent-context/introduction.md +++ b/tutorials/signals-ai-agent-context/introduction.md @@ -4,7 +4,7 @@ position: 1 sidebar_label: "Introduction" description: "Build a Next.js AI agent that uses Snowplow Signals to understand what your users are doing in real time." keywords: ["snowplow signals", "ai agent", "vercel ai sdk", "real-time context", "agentic context", "next.js"] -date: "2026-07-29" +date: "2026-07-30" --- In this tutorial, you'll build a Next.js AI agent that uses [Snowplow Signals](/docs/signals/introduction/) to understand what your users are doing in real time. Instead of responding generically to every user, the agent will have live awareness of the current user's session behavior: which pages they've visited, what they've been exploring, and how long they've been on the site. @@ -47,7 +47,38 @@ The flow works like this: - The Next.js `/api/chat` route uses that session ID to fetch both the profile attributes and the activity narrative from Signals, and appends both to the system prompt - The model's response is streamed back through the Vercel AI Gateway to the browser -Architecture diagram showing the full data and request flow. In the browser, the Snowplow tracker fires page views, page pings, and link clicks to the Snowplow Collector. The Collector produces enriched events, which flow into Snowplow Signals. Signals computes session attributes and exposes them via a GET attributes by session endpoint. On the Next.js server, the API Chat route receives messages and a Session ID from the browser chat widget, calls the Signals endpoint to fetch session attributes, and passes those attributes as a system prompt alongside the messages to Vercel AI Gateway. The gateway returns a streamed response, which the browser renders in the chat widget. +```mermaid +flowchart TD + subgraph browser ["Browser"] + tracker["Snowplow Browser tracker
page views, page pings, link clicks"] + widget["ChatWidget
reads the session ID
from the tracker cookie"] + end + + collector["Snowplow Collector
and enrichment"] + + subgraph signals ["Snowplow Signals"] + service["Service
computed profile attributes"] + agentic["Agentic context
buffer of recent session events"] + end + + subgraph server ["Next.js server"] + route["/api/chat route"] + prompt["System prompt
base instructions
+ profile attributes
+ activity narrative"] + end + + gateway["Vercel AI Gateway"] + + tracker --> collector + collector --> service + collector --> agentic + widget -- "messages and session ID" --> route + route -- "getServiceAttributes" --> service + route -- "getAgenticContext, narrative format" --> agentic + service -- "attribute values" --> prompt + agentic -- "narrative text block" --> prompt + prompt --> gateway + gateway -- "streamed response" --> widget +``` ## Prerequisites diff --git a/tutorials/signals-ai-agent-context/vercel-architecture.png b/tutorials/signals-ai-agent-context/vercel-architecture.png deleted file mode 100644 index fec25a401f7d7993d644cf9d6e9042c4c8722885..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 92702 zcmeFZcR1T${5KqyH zZE3BPAc%+v$&>ir*M0x-{QG;JzwTUDFX=hwb3W(1&-=XB>jmtdnf`^dyk`Lbzy(7C zJxc(9fraufoQZ+bGVUp{zZ3nH$>0u 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from the prose in docs/signals/agentic-contexts, which describes the form's fields rather than quoting their labels. That prose had been turned into literal control names that do not exist. Corrected against a live-Console walk: - it is not a stepped wizard but one scrolling Create context form, with Details, Prompt, Lookback Window, and Events and Properties sections - the field is Prompt, not Prompt instructions - the field is Primary owner, and Console fills it in for you, not Owner - Lookback Window takes Max events and Max age with a unit dropdown, and restates the resulting window below the fields - Events and Properties has Add event and Add property buttons - the create form saves a draft; Publish and Edit live on the details page The create button on the list page and the create form's submit button are deliberately not named, because neither label has been seen. Also carry over the publish() warning from the signals-agentic-contexts tutorial. In snowplow-signals 0.4.6 both publish() and unpublish() fail with a 409 for a name that already exists, so a Python-tab reader who edits and re-publishes hits it with no warning otherwise. Screenshots of this flow still need a browser; two markers show where they go. Co-Authored-By: Claude Fable 5 --- .../configure-signals.md | 42 ++++++++++++++----- 1 file changed, 32 insertions(+), 10 deletions(-) diff --git a/tutorials/signals-ai-agent-context/configure-signals.md b/tutorials/signals-ai-agent-context/configure-signals.md index b879fdb21..bb4fd696c 100644 --- a/tutorials/signals-ai-agent-context/configure-signals.md +++ b/tutorials/signals-ai-agent-context/configure-signals.md @@ -4,7 +4,7 @@ position: 4 sidebar_label: "Configure Signals" description: "Create an attribute group, a service, and an agentic context to serve real-time profile attributes and session activity to your AI agent." keywords: ["snowplow signals", "attribute group", "signals service", "agentic context", "real-time attributes", "profiles store"] -date: "2026-07-29" +date: "2026-07-30" --- ```mdx-code-block @@ -83,15 +83,33 @@ Your app also tracks page pings and link clicks. Leave the page pings out: the b -1. Navigate to **Signals** > **Agentic contexts** -2. Click to create a new agentic context, and configure the basics: - - **Name**: `web_agent_activity` - - **Description**: `Recent session activity for the web store support agent` - - **Prompt instructions**: `You are a helpful assistant for this web store. Use this recent activity to understand what the user is exploring right now, and tailor your answers to it.` - - **Owner**: your email address -3. Select the events to capture: choose the `page_view` event, keeping the `event_name`, `page_urlpath`, and `page_title` atomic properties -4. Set the limits: retain a maximum of 50 events, with a maximum age of 1800 seconds (30 minutes) -5. Click **Publish** to send the configuration to your Signals infrastructure +Go to **Signals** > **Agentic contexts** in Console and create a new agentic context. The **Create context** form is a single page you scroll through, so work down it section by section. + +Start with **Details** and **Prompt**: + +| Field | Value | +| ------------- | --------------------------------------------------------- | +| Name | `web_agent_activity` | +| Primary owner | Your email address, which Console fills in for you | +| Description | `Recent session activity for the web store support agent` | +| Prompt | The prompt text below | + +Use this as the prompt: + +```text +You are a helpful assistant for this web store. Use this recent activity to +understand what the user is exploring right now, and tailor your answers to it. +``` + +{/* TODO(pending-browser): screenshot of the Create context form, Details and Prompt sections */} + +Under **Lookback Window**, set **Max events** to `50` and **Max age** to `30` minutes. Console restates the window underneath the fields, so you can check it reads as the last 50 events within 30 minutes. The details page shows the same setting as **Max Age (seconds)**, where 30 minutes reads as `1800`. + +Under **Events and Properties**, click **Add event** and choose `page_view` at version `1-0-0`. Then use **Add property** to attach `event_name`, `page_urlpath`, and `page_title` to it. + +{/* TODO(pending-browser): screenshot of the Lookback Window and Events and Properties sections */} + +Save the form. Console creates the agentic context as a draft, marked **Not Published**, so click **Publish** on its details page to send the configuration to your Signals infrastructure. To change it later, use **Edit** on the same page, which starts a new draft and leaves the published version live until you publish again. @@ -142,6 +160,10 @@ Publish it to send the configuration to your Signals infrastructure: sp_signals.publish([web_agent_activity]) ``` +:::warning[`publish()` only creates, it can't update] +In `snowplow-signals` 0.4.6, calling `publish()` again for a name that already exists fails with a `409` error rather than updating it. The same applies to `unpublish()`. Use Console to change or unpublish an agentic context you've already published. This is a bug in the SDK, not the intended behavior. +::: + From ee64aa81e5e887b535f64fb869a1f1d270974118 Mon Sep 17 00:00:00 2001 From: James Borlase Date: Thu, 30 Jul 2026 15:44:45 +0200 Subject: [PATCH 5/7] Verify the Console flow in the live Console and fix what it got wrong Walked the attribute-group, service, and agentic-context flows in the live Console and captured the two screenshots the Console tab was missing. Blocking fix: the service name was invalid. Signals names take letters, numbers, and underscores only, so `web-agent-context` was rejected outright with "Name can only contain letters, numbers, and underscores". A reader following the Console tab could not get past this step. Renamed to `web_agent_context` in configure-signals.md, build-ai-integration.md, and conclusion.md, which also matches the sibling signals-google-adk-agent tutorial. The constraint is now stated on the page. Removed the Run Preview instructions from configure-signals.md and test.md. No such control exists in the attribute-group create form, edit form, or details page, in either draft or published state. Corrected against what the Console actually shows: - the sidebar reads Attribute groups and the field is Attribute key, both sentence case - the Basic Web template is applied with a Use button on its card, and its four attributes are now documented with the aggregation and property behind each one. unique_pages_viewed is a unique list of page_url, so it holds full URLs rather than paths - the create-context form submits with Create, and saves with a Draft status, not a Not Published badge - publishing an agentic context asks for confirmation - the Attribute groups picker on the service form lists published groups only, so publishing first is required rather than merely tidy Screenshots show the reader-facing resource name, so nothing on screen contradicts the instructions. Co-Authored-By: Claude Fable 5 --- .../build-ai-integration.md | 2 +- .../signals-ai-agent-context/conclusion.md | 4 +-- .../configure-signals.md | 32 ++++++++++-------- .../images/agentic-context-create-form.png | Bin 0 -> 360747 bytes .../agentic-context-lookback-and-events.png | Bin 0 -> 337413 bytes tutorials/signals-ai-agent-context/test.md | 4 +-- 6 files changed, 22 insertions(+), 20 deletions(-) create mode 100644 tutorials/signals-ai-agent-context/images/agentic-context-create-form.png create mode 100644 tutorials/signals-ai-agent-context/images/agentic-context-lookback-and-events.png diff --git a/tutorials/signals-ai-agent-context/build-ai-integration.md b/tutorials/signals-ai-agent-context/build-ai-integration.md index 3b82a1b9b..deed0b925 100644 --- a/tutorials/signals-ai-agent-context/build-ai-integration.md +++ b/tutorials/signals-ai-agent-context/build-ai-integration.md @@ -40,7 +40,7 @@ function getSignalsClient(): Signals | null { return signalsInstance; } -const SERVICE_NAME = "web-agent-context"; +const SERVICE_NAME = "web_agent_context"; const AGENTIC_CONTEXT_NAME = "web_agent_activity"; // Profile attributes: computed aggregates, served by the Signals service diff --git a/tutorials/signals-ai-agent-context/conclusion.md b/tutorials/signals-ai-agent-context/conclusion.md index f70afd0e8..c8454a4e0 100644 --- a/tutorials/signals-ai-agent-context/conclusion.md +++ b/tutorials/signals-ai-agent-context/conclusion.md @@ -4,7 +4,7 @@ position: 7 sidebar_label: "Conclusion" description: "Summary of the Signals AI agent tutorial and ideas for extending it with richer attributes, interventions, and multi-dimensional context." keywords: ["signals next steps", "ai agent extensions", "interventions", "attribute groups", "agentic context"] -date: "2026-07-29" +date: "2026-07-30" --- In this tutorial, you've built a Next.js AI agent that uses Snowplow Signals to deliver personalized, context-aware responses based on live user behavior. @@ -41,7 +41,7 @@ Try exploring how you could use interventions within this application. You can combine Signals real-time stream attributes with automatic ingestion of batch attributes, using data sources within your warehouse, to give your agent a complete picture of the user. This could include attributes such as user profile data, CRM attributes, or product usage history. -Try setting up a batch attribute group to ingest as part of your `web-agent-context` service. +Try setting up a batch attribute group to ingest as part of your `web_agent_context` service. The Vercel AI SDK's system prompt is just a string: you can compose it from as many sources as you need. diff --git a/tutorials/signals-ai-agent-context/configure-signals.md b/tutorials/signals-ai-agent-context/configure-signals.md index bb4fd696c..d355bca2c 100644 --- a/tutorials/signals-ai-agent-context/configure-signals.md +++ b/tutorials/signals-ai-agent-context/configure-signals.md @@ -23,20 +23,20 @@ The two work together. Attributes tell your agent what the session adds up to, w Use one of Signals' built-in [attribute group](/docs/signals/concepts/#attribute-groups) templates to define attributes. Use the `domain_sessionid` as attribute key to compute session-level attributes. -1. In [Console](https://console.snowplowanalytics.com), navigate to **Signals** > **Attribute Groups** -2. Click **Create attribute group** and choose **Basic Web** -3. Set the **Attribute Key** to `domain_sessionid` +1. In [Console](https://console.snowplowanalytics.com), navigate to **Signals** > **Attribute groups** +2. Click **Create attribute group**, then click **Use** on the **Basic Web** template +3. Set the **Attribute key** to `domain_sessionid` -The Basic Web template includes these attributes: +The template fills in the form with four attributes, which Console lists with the aggregation and property behind each one: -| Attribute | Description | -| ----------------------- | ------------------------------------------ | -| `page_views_count` | Total number of page views in the session | -| `unique_pages_viewed` | List of unique URLs visited in the session | -| `first_event_timestamp` | When the session started | -| `last_event_timestamp` | When the most recent event was recorded | +| Attribute | Aggregation and property | Description | +| ----------------------- | ------------------------ | -------------------------------------------------- | +| `page_views_count` | Counter over `page_view` | Total number of page views in the session | +| `unique_pages_viewed` | Unique list of `page_url`| The full URLs the user has visited in the session | +| `first_event_timestamp` | First `derived_tstamp` | When the session started | +| `last_event_timestamp` | Last `derived_tstamp` | When the most recent event was recorded | -Test your attribute group by clicking **Run Preview** before saving, to verify it's computing correctly based on recent events in your pipeline. This runs a query against your event data in your data warehouse and shows the computed attributes for recent sessions. +Because `unique_pages_viewed` aggregates `page_url` rather than `page_urlpath`, it holds complete URLs including the scheme and host. The agentic context you define later uses `page_urlpath`, so the two sections of the prompt describe the same pages at different levels of detail. Click **Create attribute group** when you're happy with the attribute group. @@ -58,10 +58,12 @@ Services allow you to combine multiple attribute groups if needed, but for this 1. Navigate to **Signals** > **Services** 2. Click **Create service** 3. Configure: - - **Name**: `web-agent-context` + - **Name**: `web_agent_context` - **Attribute groups**: Select the attribute group you just published 4. Click **Create service** +Signals names take letters, numbers, and underscores only, so use the underscores above rather than hyphens. The **Attribute groups** picker lists published groups only, which is why you published yours first. + The page will show you retrieval instructions for Node.js. You'll need these to set up your API client in the next step. ## Create an agentic context @@ -101,15 +103,15 @@ You are a helpful assistant for this web store. Use this recent activity to understand what the user is exploring right now, and tailor your answers to it. ``` -{/* TODO(pending-browser): screenshot of the Create context form, Details and Prompt sections */} +![The Create context form in Snowplow Console. The Details section holds the name web_agent_activity, a greyed-out Primary owner field pre-filled with the signed-in user's email address, and the description. The Prompt section below holds the web store assistant instructions, under helper text reading that these instructions will be added on top of the retrieved agentic context.](./images/agentic-context-create-form.png) Under **Lookback Window**, set **Max events** to `50` and **Max age** to `30` minutes. Console restates the window underneath the fields, so you can check it reads as the last 50 events within 30 minutes. The details page shows the same setting as **Max Age (seconds)**, where 30 minutes reads as `1800`. Under **Events and Properties**, click **Add event** and choose `page_view` at version `1-0-0`. Then use **Add property** to attach `event_name`, `page_urlpath`, and `page_title` to it. -{/* TODO(pending-browser): screenshot of the Lookback Window and Events and Properties sections */} +![The Lookback Window section of the Create context form, with Max events set to 50 and Max age set to 30 minutes, restated underneath as the last 50 events within 30 minutes. The Events and Properties section below shows page_view version 1-0-0 with a Data structure badge, three properties attached, and chips for event_name, page_urlpath, and page_title.](./images/agentic-context-lookback-and-events.png) -Save the form. Console creates the agentic context as a draft, marked **Not Published**, so click **Publish** on its details page to send the configuration to your Signals infrastructure. To change it later, use **Edit** on the same page, which starts a new draft and leaves the published version live until you publish again. +Click **Create**. Console saves the agentic context with a **Draft** status, so open its details page, click **Publish**, and confirm, to send the configuration to your Signals infrastructure. 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z$^X`&e}?cnv>8_Kl`U87q2o<^tdX@3o-{ga>=(3)zSt!E%>6OAru4?=atj%DP-Gg! z^!bMicoYxA|1aJ7_pPJEgjI6dAAqMHur-n&!klbLdFssG>X*V+0vUK__YtYCI?VZV z?^9Ut(fH8RxNo0nM_~NB2lj7e^$)uZu7qYw06fl?A)HX{TlY|tqLAe7Pm1~!>9sVM q*f21cmvx?nV=yo **Run Preview**. +A brand new session shows no profile section at all, which is expected rather than broken. The service returns every attribute as `null` until events arrive, and `getProfileSection()` filters those out. If the activity section is missing, check: * Is your agentic context published? From 9a340de89a28a9c38084f428925d4252a6c0429b Mon Sep 17 00:00:00 2001 From: James Borlase Date: Thu, 30 Jul 2026 17:11:43 +0200 Subject: [PATCH 6/7] Drop verification-run narration from the agentic context pages Remove the SDK bug warning from the Python tab and teach the Console edit-and-publish flow instead, rewrite the null-attribute guidance as a plain statement of product behavior, and drop references to captures from our own runs. --- tutorials/signals-ai-agent-context/build-ai-integration.md | 6 +++--- tutorials/signals-ai-agent-context/configure-signals.md | 4 +--- tutorials/signals-ai-agent-context/test.md | 2 +- 3 files changed, 5 insertions(+), 7 deletions(-) diff --git a/tutorials/signals-ai-agent-context/build-ai-integration.md b/tutorials/signals-ai-agent-context/build-ai-integration.md index deed0b925..5e96c23a9 100644 --- a/tutorials/signals-ai-agent-context/build-ai-integration.md +++ b/tutorials/signals-ai-agent-context/build-ai-integration.md @@ -135,7 +135,7 @@ The profile fetch returns raw attribute values from the service, which `getProfi } ``` -Watch the null filter in `getProfileSection()`. A service always returns a key for every attribute it serves, so a session that hasn't produced any events yet comes back fully populated with nulls: +Note the null filter in `getProfileSection()`. A service returns a key for every attribute it serves, valued `null` until the session has produced data: ```json { @@ -146,9 +146,9 @@ Watch the null filter in `getProfileSection()`. A service always returns a key f } ``` -That object is neither missing nor empty, so a guard that tests only for those two cases lets `page_views_count: null` through to the model as though it were a fact about the user. Filtering the nulls out first means a session with no data yet contributes no profile section at all, and the model reads nothing about the user instead of reading something false. +Filter those nulls out before formatting, so a session with no data yet contributes no profile section at all, rather than a list of nulls the model could read as facts about the user. -The activity fetch needs no formatting at all. With `format: "narrative"`, `getAgenticContext()` returns the prompt you configured, followed by a block delimited by `[START CONTEXT]` and `[END CONTEXT]`. Here's a real capture from a five-page browsing session: +The activity fetch needs no formatting at all. With `format: "narrative"`, `getAgenticContext()` returns the prompt you configured, followed by a block delimited by `[START CONTEXT]` and `[END CONTEXT]`. For a five-page browsing session, that looks like: ```text You are a helpful assistant for the Signal Shop web store. Use this recent activity to understand what the user is exploring right now, and tailor your answers to it. diff --git a/tutorials/signals-ai-agent-context/configure-signals.md b/tutorials/signals-ai-agent-context/configure-signals.md index d355bca2c..f46f53b73 100644 --- a/tutorials/signals-ai-agent-context/configure-signals.md +++ b/tutorials/signals-ai-agent-context/configure-signals.md @@ -162,9 +162,7 @@ Publish it to send the configuration to your Signals infrastructure: sp_signals.publish([web_agent_activity]) ``` -:::warning[`publish()` only creates, it can't update] -In `snowplow-signals` 0.4.6, calling `publish()` again for a name that already exists fails with a `409` error rather than updating it. The same applies to `unpublish()`. Use Console to change or unpublish an agentic context you've already published. This is a bug in the SDK, not the intended behavior. -::: +To change the agentic context after publishing it, use **Edit** and **Publish** on its details page in Console, under **Signals** > **Agentic contexts**. diff --git a/tutorials/signals-ai-agent-context/test.md b/tutorials/signals-ai-agent-context/test.md index 73add6d57..bba9c3bf9 100644 --- a/tutorials/signals-ai-agent-context/test.md +++ b/tutorials/signals-ai-agent-context/test.md @@ -43,7 +43,7 @@ If the profile section is missing, check: * Did you create a service with the right name? * Have you been browsing for long enough for events to flow through the pipeline? -A brand new session shows no profile section at all, which is expected rather than broken. The service returns every attribute as `null` until events arrive, and `getProfileSection()` filters those out. +A brand new session shows no profile section at all: the service returns every attribute as `null` until events arrive, and `getProfileSection()` filters those out. If the activity section is missing, check: * Is your agentic context published? From e69dbaf73625db09515be4bc52fd434e9a5a04b2 Mon Sep 17 00:00:00 2001 From: James Borlase Date: Fri, 31 Jul 2026 14:06:31 +0100 Subject: [PATCH 7/7] Apply product-owner review to the Vercel AI agentic-context tutorial Featured the AI-assisted route: a new "Ask the Snowplow Assistant" section carries a copy/paste prompt that creates and publishes the attribute group, service, and agentic context, ahead of the manual Console steps. Trimmed to the owner's lens: dropped the Micro/"full pipeline" panel in favour of a minimal prerequisite, converted the "Existing projects" and model-provider panels to prose, cut rationale that restated the attributes-vs-narrative contrast, and reframed the verification steps positively instead of as failure lists. Load-bearing constraints verified by the earlier live-Console run are kept as positive prose: the page_url/page_urlpath contrast, the published-groups-only picker, the narrative column mapping, and the page-ping exclusion. Co-Authored-By: Claude Fable 5 --- .../build-ai-integration.md | 18 ++++------- .../signals-ai-agent-context/conclusion.md | 4 +-- .../configure-signals.md | 32 +++++++++++++------ .../signals-ai-agent-context/introduction.md | 10 ++---- tutorials/signals-ai-agent-context/setup.md | 6 ++-- tutorials/signals-ai-agent-context/test.md | 20 +++--------- 6 files changed, 40 insertions(+), 50 deletions(-) diff --git a/tutorials/signals-ai-agent-context/build-ai-integration.md b/tutorials/signals-ai-agent-context/build-ai-integration.md index 5e96c23a9..ad64ba5fe 100644 --- a/tutorials/signals-ai-agent-context/build-ai-integration.md +++ b/tutorials/signals-ai-agent-context/build-ai-integration.md @@ -4,7 +4,7 @@ position: 5 sidebar_label: "Connect Signals and AI agent" description: "Connect Snowplow Signals to a Vercel AI SDK agent by fetching profile attributes and the agentic context narrative, and injecting both into the system prompt." keywords: ["vercel ai sdk", "system prompt", "signals context", "agentic context", "ai agent", "streaming", "next.js api route"] -date: "2026-07-30" +date: "2026-07-31" --- The next step is to connect Signals to your AI agent, via the Vercel AI SDK. @@ -119,7 +119,7 @@ export async function getSignalsContext( } ``` -The profile fetch returns raw attribute values from the service, which `getProfileSection()` formats into a markdown list: +The profile fetch returns raw attribute values from the service, which `getProfileSection()` formats into a Markdown list: ```json { @@ -148,7 +148,7 @@ Note the null filter in `getProfileSection()`. A service returns a key for every Filter those nulls out before formatting, so a session with no data yet contributes no profile section at all, rather than a list of nulls the model could read as facts about the user. -The activity fetch needs no formatting at all. With `format: "narrative"`, `getAgenticContext()` returns the prompt you configured, followed by a block delimited by `[START CONTEXT]` and `[END CONTEXT]`. For a five-page browsing session, that looks like: +The activity fetch needs no formatting. With `format: "narrative"`, `getAgenticContext()` returns the prompt you configured, followed by a block delimited by `[START CONTEXT]` and `[END CONTEXT]`. For a five-page browsing session, that looks like: ```text You are a helpful assistant for the Signal Shop web store. Use this recent activity to understand what the user is exploring right now, and tailor your answers to it. @@ -165,7 +165,7 @@ seconds_since_start_of_session, event, url, event_context [END CONTEXT] ``` -The opening summary and the event table are generated by Signals from the events you selected when defining the agentic context. Notice the difference between the two sections: the attributes summarize the session in aggregate, while the narrative shows the user's actual path through the site, oldest event first. An aggregate count can tell the agent the user is engaged; only the narrative can tell it they came back to `/products/3` after looking at something else. +The opening summary and the event table are generated by Signals from the events you selected when defining the agentic context. If Signals isn't configured or both fetches fail, the `getSignalsContext()` function returns an empty string. The agent still works without the Signals context. @@ -191,7 +191,7 @@ export function createAgent(signalsContext?: string) { } ``` -The model treats both Signals sections as factual context about the current user. No special prompting is needed beyond including them: LLMs naturally incorporate provided context when formulating responses. The agentic context's own `prompt` instructions arrive at the top of the narrative string, ahead of `[START CONTEXT]`, so you can steer the agent from your Signals configuration as well as from `BASE_INSTRUCTIONS`. +The agentic context's own `prompt` instructions arrive at the top of the narrative string, ahead of `[START CONTEXT]`, so you can steer the agent from your Signals configuration as well as from `BASE_INSTRUCTIONS`. ## Build the chat API route @@ -236,13 +236,7 @@ export async function POST(request: Request) { } ``` -:::note[Model providers] -This example uses [Vercel AI Gateway](https://vercel.com/docs/ai-gateway), which routes requests to any supported model provider with a single API key. - -To use a different model, change the model string e.g. `gateway("anthropic/claude-sonnet-4.5")` or `gateway("google/gemini-2.5-pro")`. - -See the [full list of supported models](https://vercel.com/ai-gateway/models). The Signals integration works identically regardless of which model you choose. -::: +This example uses [Vercel AI Gateway](https://vercel.com/docs/ai-gateway), which routes requests to any supported model provider with a single API key. To use a different model, change the model string, for example `gateway("anthropic/claude-sonnet-4.5")` or `gateway("google/gemini-2.5-pro")`. See the [full list of supported models](https://vercel.com/ai-gateway/models). ## Build the chat frontend diff --git a/tutorials/signals-ai-agent-context/conclusion.md b/tutorials/signals-ai-agent-context/conclusion.md index c8454a4e0..2a7b20987 100644 --- a/tutorials/signals-ai-agent-context/conclusion.md +++ b/tutorials/signals-ai-agent-context/conclusion.md @@ -4,7 +4,7 @@ position: 7 sidebar_label: "Conclusion" description: "Summary of the Signals AI agent tutorial and ideas for extending it with richer attributes, interventions, and multi-dimensional context." keywords: ["signals next steps", "ai agent extensions", "interventions", "attribute groups", "agentic context"] -date: "2026-07-30" +date: "2026-07-31" --- In this tutorial, you've built a Next.js AI agent that uses Snowplow Signals to deliver personalized, context-aware responses based on live user behavior. @@ -16,7 +16,7 @@ Here's what you set up: * A Signals service exposing those attributes via API * A Signals agentic context capturing the session's recent activity as an LLM-ready narrative * A floating chat widget that passes the Snowplow session ID with every request -* A Vercel AI SDK agent that fetches both, and injects them into its system prompt +* A Vercel AI SDK agent that fetches both and injects them into its system prompt Here are some next steps ideas for extending what you've built. diff --git a/tutorials/signals-ai-agent-context/configure-signals.md b/tutorials/signals-ai-agent-context/configure-signals.md index f46f53b73..9091d6769 100644 --- a/tutorials/signals-ai-agent-context/configure-signals.md +++ b/tutorials/signals-ai-agent-context/configure-signals.md @@ -1,10 +1,10 @@ --- -title: "Configure Snowplow Signals" +title: "Configure Signals attributes and an agentic context" position: 4 sidebar_label: "Configure Signals" description: "Create an attribute group, a service, and an agentic context to serve real-time profile attributes and session activity to your AI agent." keywords: ["snowplow signals", "attribute group", "signals service", "agentic context", "real-time attributes", "profiles store"] -date: "2026-07-30" +date: "2026-07-31" --- ```mdx-code-block @@ -17,7 +17,23 @@ The next step is to define the real-time context you want Signals to serve. You' * An [attribute group](/docs/signals/concepts/#attribute-groups) and [service](/docs/signals/concepts/#services) that compute and serve profile attributes: aggregate metrics that describe the session, such as how many pages the user has viewed * An [agentic context](/docs/signals/agentic-contexts/) that captures recent session activity: the user's latest events, readable as an LLM-ready narrative -The two work together. Attributes tell your agent what the session adds up to, while the agentic context tells it what the user has just been doing, event by event. Both are scoped to the same `domain_sessionid` attribute key, so your agent can fetch both using the session ID it already has. +The two work together. Attributes describe the session in aggregate, while the agentic context records what the user has just been doing, event by event. Both are scoped to the same `domain_sessionid` attribute key, so your agent can fetch both using the session ID it already has. + +## Ask the Snowplow Assistant + +You can create all three resources by asking an AI assistant: the [Snowplow Assistant](/docs/llms-support/console-agent/) in Console, or your own assistant connected to the [Snowplow MCP server](/docs/llms-support/snowplow-mcp/), which you can install with `npx plugins add snowplow/skills`. Paste this prompt: + +```text +In Signals, create and publish an attribute group from the Basic Web template with +domain_sessionid as the attribute key, and a service called web_agent_context that serves +it. Then create and publish an agentic context called web_agent_activity, also keyed on +domain_sessionid, buffering the last 50 page_view events from the last 30 minutes and +keeping the event_name, page_urlpath, and page_title properties. Set its prompt to: "You +are a helpful assistant for this web store. Use this recent activity to understand what the +user is exploring right now, and tailor your answers to it." +``` + +To set the same resources up by hand instead, work through the sections below. ## Create a Basic Web attribute group @@ -68,11 +84,11 @@ The page will show you retrieval instructions for Node.js. You'll need these to ## Create an agentic context -The service you just created serves computed aggregates. To also give your agent a play-by-play of what the user is doing right now, [define an agentic context](/docs/signals/agentic-contexts/): a rolling record of the user's recent events that Signals can return as a plain-language narrative, ready to drop into a prompt. +The service you just created serves computed aggregates. To also give your agent a chronological record of what the user is doing, [define an agentic context](/docs/signals/agentic-contexts/): a rolling record of the user's recent events that Signals can return as a plain-language narrative, ready to drop into a prompt. For this app, capture page view events, keeping three properties from each one: -| Property | Why | +| Property | Purpose | | -------------- | ---------------------------------------------------------------- | | `event_name` | Populates the event column of the narrative table | | `page_urlpath` | Populates the URL column of the narrative table | @@ -80,7 +96,7 @@ For this app, capture page view events, keeping three properties from each one: The `event_name` and `page_urlpath` atomic properties feed the narrative's dedicated columns. Any other property you select appears in its `event_context` column. -Your app also tracks page pings and link clicks. Leave the page pings out: the buffer holds a limited number of events, and heartbeat pings would crowd out the meaningful activity. Link clicks are worth adding once you've seen the narrative working. +Your app also tracks page pings and link clicks. Leave the page pings out, because the buffer holds a limited number of events and heartbeat pings would crowd out the meaningful activity. @@ -116,7 +132,7 @@ Click **Create**. Console saves the agentic context with a **Draft** status, so -You can also define agentic contexts programmatically with the [Signals Python SDK](https://pypi.org/project/snowplow-signals/), where the `EventLog` class is the building block. Start by [connecting to Signals](/docs/signals/connection/) to create a `Signals` object, then define the agentic context: +You can also define agentic contexts programmatically with the [Signals Python SDK](https://pypi.org/project/snowplow-signals/), where the `EventLog` class is the building block. Start by [connecting to Signals](/docs/signals/connection/) to create a `Signals` object called `sp_signals`, then define the agentic context: ```python from snowplow_signals import ( @@ -162,8 +178,6 @@ Publish it to send the configuration to your Signals infrastructure: sp_signals.publish([web_agent_activity]) ``` -To change the agentic context after publishing it, use **Edit** and **Publish** on its details page in Console, under **Signals** > **Agentic contexts**. - diff --git a/tutorials/signals-ai-agent-context/introduction.md b/tutorials/signals-ai-agent-context/introduction.md index 83a04d810..e3e34aad8 100644 --- a/tutorials/signals-ai-agent-context/introduction.md +++ b/tutorials/signals-ai-agent-context/introduction.md @@ -4,7 +4,7 @@ position: 1 sidebar_label: "Introduction" description: "Build a Next.js AI agent that uses Snowplow Signals to understand what your users are doing in real time." keywords: ["snowplow signals", "ai agent", "vercel ai sdk", "real-time context", "agentic context", "next.js"] -date: "2026-07-30" +date: "2026-07-31" --- In this tutorial, you'll build a Next.js AI agent that uses [Snowplow Signals](/docs/signals/introduction/) to understand what your users are doing in real time. Instead of responding generically to every user, the agent will have live awareness of the current user's session behavior: which pages they've visited, what they've been exploring, and how long they've been on the site. @@ -84,16 +84,10 @@ flowchart TD This tutorial requires: -* A Snowplow account with [Signals enabled](/docs/signals/setup/) +* A Snowplow account and pipeline with [Signals enabled](/docs/signals/setup/) * Node.js 18+ and npm/pnpm * A [Vercel AI Gateway API key](https://vercel.com/docs/ai-gateway/getting-started) * This tutorial uses `openai/gpt-4o-mini` via AI Gateway, but any supported model works * Basic familiarity with Next.js and TypeScript -:::note[A full pipeline is required] -Signals computes attributes and captures session activity from real events flowing through your pipeline, so this tutorial can't be completed with [Snowplow Micro](/docs/testing/snowplow-micro/) or in a purely local setup. You need a running Snowplow pipeline with Signals enabled. - -If you don't have one, you can deploy and use a [Snowplow free trial](https://snowplow.io/get-started/snowplow-free-trial) to follow along. -::: - This tutorial should take approximately 30 minutes to complete. diff --git a/tutorials/signals-ai-agent-context/setup.md b/tutorials/signals-ai-agent-context/setup.md index 2508b2fa3..ad9185a8d 100644 --- a/tutorials/signals-ai-agent-context/setup.md +++ b/tutorials/signals-ai-agent-context/setup.md @@ -4,7 +4,7 @@ position: 2 sidebar_label: "Set up the project" description: "Scaffold a Next.js project and install the required dependencies for Snowplow tracking, Signals, and the Vercel AI SDK." keywords: ["next.js setup", "vercel ai sdk", "snowplow browser tracker", "project scaffold"] -date: "2026-07-29" +date: "2026-07-31" --- First, you'll need to create a Next.js project. You could also use an existing project. @@ -23,9 +23,7 @@ This will create a new Next.js app using TypeScript and Tailwind CSS. As well as installing the Vercel AI SDK, it'll add the Snowplow browser tracker and link click plugin for client-side tracking, and the Signals Node client to fetch user attributes server-side. -:::note[Existing projects] -The code in this tutorial uses the `@/*` path alias (e.g. `@/lib/snowplow`, `@/components/chat-widget`). This is configured by default by `create-next-app`. If you're adding to an existing project, make sure your `tsconfig.json` has `"@/*": ["./*"]` in `compilerOptions.paths`. -::: +The code in this tutorial uses the `@/*` path alias (for example `@/lib/snowplow`, `@/components/chat-widget`), which `create-next-app` configures by default. If you're adding to an existing project, make sure your `tsconfig.json` has `"@/*": ["./*"]` in `compilerOptions.paths`. ## Install AI Elements diff --git a/tutorials/signals-ai-agent-context/test.md b/tutorials/signals-ai-agent-context/test.md index bba9c3bf9..ec7044fe3 100644 --- a/tutorials/signals-ai-agent-context/test.md +++ b/tutorials/signals-ai-agent-context/test.md @@ -4,7 +4,7 @@ position: 6 sidebar_label: "Test the app" description: "Run your Next.js app, build up behavioral context by browsing, and see how the AI agent uses real-time Signals data." keywords: ["testing", "signals context", "agentic context", "ai agent demo", "real-time personalization"] -date: "2026-07-30" +date: "2026-07-31" --- Your application is now ready to try out. @@ -36,22 +36,12 @@ console.log( ); ``` -A healthy log contains both sections: the profile attributes as a markdown list, and the activity narrative wrapped in `[START CONTEXT]` and `[END CONTEXT]`. +A healthy log contains both sections: the profile attributes as a Markdown list, and the activity narrative wrapped in `[START CONTEXT]` and `[END CONTEXT]`. -If the profile section is missing, check: -* Is your attribute group published? -* Did you create a service with the right name? -* Have you been browsing for long enough for events to flow through the pipeline? +For the profile section, confirm in Console that your attribute group is published and that your service uses the name from the previous step, then browse for long enough that events flow through the pipeline. You can also ask the Snowplow Assistant to confirm both are published. A brand new session shows no profile section at all: the service returns every attribute as `null` until events arrive, and `getProfileSection()` filters those out. -A brand new session shows no profile section at all: the service returns every attribute as `null` until events arrive, and `getProfileSection()` filters those out. +For the activity section, confirm your agentic context is published, that you selected the `page_view` event when you defined it, and that your events are newer than the `max_age_seconds` you configured. -If the activity section is missing, check: -* Is your agentic context published? -* Did you select the `page_view` event when you defined it? -* Are your events newer than the `max_age_seconds` you configured? - -Because each fetch is handled independently, one section can appear without the other. That's deliberate: a failure to reach either won't take the agent down. - -## Inspect the Signals integration in the browser +Because each fetch is handled independently, one section can appear without the other, so a failure to reach either won't take the agent down. To confirm the tracker and Signals agree on your session, use the [Snowplow Inspector browser extension](/docs/testing/snowplow-inspector/signals-integration/). It shows the events leaving the page alongside the live attribute values Signals holds for your session, which separates a tracking problem from a Signals configuration problem.