Use AI to detect intent of user when using Slack app mention (#1031)

* Add training script and classifier

* Add gitignore

* Fix format

* Fix typing

* Use OpenAI model to infer intent instead of a classifier

* Improve prompts and return assitant response when asking for clarification

* Make API key env var Slack specific

* Set assistant status to provide the user with waiting message

* Add SLACK_OPENAI_API_KEY env var to turbo.json

* Remove log

* Additional perf improvement

* Add changeset

* Add SLACK_OPENAI_API_KEY env var to workflows

* review: use op for secrets and clean up missed files

* Re-add bun.lock after rebasing

* Add bun.lock

Author: spastorelli

.changeset/curly-taxes-lie.md

@@ -0,0 +1,5 @@
+---
+'@gitbook/integration-slack': minor
+---
+
+Add support for Docs agents ingestion to Slack integration app mentions

.github/workflows/production.yaml

@@ -61,10 +61,6 @@ jobs:
                   DISCORD_CLIENT_ID: $ {{ secrets.DISCORD_CLIENT_ID }}
                   DISCORD_CLIENT_SECRET: $ {{ secrets.DISCORD_CLIENT_SECRET }}
                   DISCORD_BOT_TOKEN: $ {{ secrets.DISCORD_BOT_TOKEN }}
-                  # Slack
-                  SLACK_CLIENT_ID: ${{ secrets.SLACK_PROD_CLIENT_ID }}
-                  SLACK_CLIENT_SECRET: ${{ secrets.SLACK_PROD_CLIENT_SECRET }}
-                  SLACK_SIGNING_SECRET: ${{ secrets.SLACK_PROD_SIGNING_SECRET }}
                   # Figma
                   FIGMA_CLIENT_ID: ${{ secrets.FIGMA_PROD_CLIENT_ID }}
                   FIGMA_CLIENT_SECRET: ${{ secrets.FIGMA_PROD_CLIENT_SECRET }}

.github/workflows/release.yaml

@@ -79,10 +79,6 @@ jobs:
                   DISCORD_CLIENT_ID: $ {{ secrets.DISCORD_CLIENT_ID }}
                   DISCORD_CLIENT_SECRET: $ {{ secrets.DISCORD_CLIENT_SECRET }}
                   DISCORD_BOT_TOKEN: $ {{ secrets.DISCORD_BOT_TOKEN }}
-                  # Slack
-                  SLACK_CLIENT_ID: ${{ secrets.SLACK_STAGING_CLIENT_ID }}
-                  SLACK_CLIENT_SECRET: ${{ secrets.SLACK_STAGING_CLIENT_SECRET }}
-                  SLACK_SIGNING_SECRET: ${{ secrets.SLACK_STAGING_SIGNING_SECRET }}
                   # Figma
                   FIGMA_CLIENT_ID: ${{ secrets.FIGMA_STAGING_CLIENT_ID }}
                   FIGMA_CLIENT_SECRET: ${{ secrets.FIGMA_STAGING_CLIENT_SECRET }}

.github/workflows/test.yaml

@@ -95,10 +95,6 @@ jobs:
                   DISCORD_CLIENT_ID: $ {{ secrets.DISCORD_CLIENT_ID }}
                   DISCORD_CLIENT_SECRET: $ {{ secrets.DISCORD_CLIENT_SECRET }}
                   DISCORD_BOT_TOKEN: $ {{ secrets.DISCORD_BOT_TOKEN }}
-                  # Slack
-                  SLACK_CLIENT_ID: ${{ secrets.SLACK_STAGING_CLIENT_ID }}
-                  SLACK_CLIENT_SECRET: ${{ secrets.SLACK_STAGING_CLIENT_SECRET }}
-                  SLACK_SIGNING_SECRET: ${{ secrets.SLACK_STAGING_SIGNING_SECRET }}
                   # Figma
                   FIGMA_CLIENT_ID: ${{ secrets.FIGMA_STAGING_CLIENT_ID }}
                   FIGMA_CLIENT_SECRET: ${{ secrets.FIGMA_STAGING_CLIENT_SECRET }}

bun.lock

@@ -210,7 +210,7 @@
     },
     "integrations/gitlab": {
       "name": "@gitbook/integration-gitlab",
-      "version": "0.5.3",
+      "version": "0.6.2",
       "dependencies": {
         "@gitbook/api": "*",
         "@gitbook/runtime": "*",
@@ -594,11 +594,14 @@
       "name": "@gitbook/integration-slack",
       "version": "2.5.3",
       "dependencies": {
+        "@ai-sdk/openai": "^2.0.62",
         "@gitbook/api": "*",
         "@gitbook/runtime": "*",
+        "ai": "^5.0.87",
         "itty-router": "^4.0.26",
         "js-sha256": "^0.9.0",
         "remove-markdown": "^0.5.0",
+        "zod": "^4.1.12",
       },
       "devDependencies": {
         "@gitbook/cli": "workspace:*",
@@ -805,6 +808,14 @@
   "packages": {
     "@1password/op-js": ["@1password/[email protected]", "", { "dependencies": { "lookpath": "^1.2.2", "semver": "^7.6.2" } }, "sha512-ZZBLxVqywFdvIbLv2xWw2N1ImSi183rRKf90vV19KRMReNyLwuD0dv6IrKrIdrJU33IuV3Gz85Z4K2a1PJTBDg=="],
 
+    "@ai-sdk/gateway": ["@ai-sdk/[email protected]", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.16", "@vercel/oidc": "3.0.3" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-/AI5AKi4vOK9SEb8Z1dfXkhsJ5NAfWsoJQc96B/mzn2KIrjw5occOjIwD06scuhV9xWlghCoXJT1sQD9QH/tyg=="],
+
+    "@ai-sdk/openai": ["@ai-sdk/[email protected]", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.16" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-+1mqxn42uB32DPZ6kurSyGAmL3MgCaDpkYU7zNDWI4NLy3Zg97RxTsI1jBCGIqkEVvRZKJlIMYtb89OvMnq3AQ=="],
+
+    "@ai-sdk/provider": ["@ai-sdk/[email protected]", "", { "dependencies": { "json-schema": "^0.4.0" } }, "sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA=="],
+
+    "@ai-sdk/provider-utils": ["@ai-sdk/[email protected]", "", { "dependencies": { "@ai-sdk/provider": "2.0.0", "@standard-schema/spec": "^1.0.0", "eventsource-parser": "^3.0.6" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-lsWQY9aDXHitw7C1QRYIbVGmgwyT98TF3MfM8alNIXKpdJdi+W782Rzd9f1RyOfgRmZ08gJ2EYNDhWNK7RqpEA=="],
+
     "@ampproject/remapping": ["@ampproject/[email protected]", "", { "dependencies": { "@jridgewell/gen-mapping": "^0.3.5", "@jridgewell/trace-mapping": "^0.3.24" } }, "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw=="],
 
     "@apidevtools/json-schema-ref-parser": ["@apidevtools/[email protected]", "", { "dependencies": { "@jsdevtools/ono": "^7.1.3", "@types/json-schema": "^7.0.15", "js-yaml": "^4.1.0" } }, "sha512-4gY54eEGEstClvEkGnwVkTkrx0sqwemEFG5OSRRn3tD91XH0+Q8XIkYIfo7IwEWPpJZwILb9GUXeShtplRc/eA=="],
@@ -1395,6 +1406,8 @@
 
     "@octokit/webhooks-types": ["@octokit/[email protected]", "", {}, "sha512-S8u2cJzklBC0FgTwWVLaM8tMrDuDMVE4xiTK4EYXM9GntyvrdbSoxqDQa+Fh57CCNApyIpyeqPhhFEmHPfrXgw=="],
 
+    "@opentelemetry/api": ["@opentelemetry/[email protected]", "", {}, "sha512-3giAOQvZiH5F9bMlMiv8+GSPMeqg0dbaeo58/0SlA9sxSqZhnUtxzX9/2FzyhS9sWQf5S0GJE0AKBrFqjpeYcg=="],
+
     "@reflag/browser-sdk": ["@reflag/[email protected]", "", { "dependencies": { "@floating-ui/dom": "^1.6.8", "canonical-json": "^0.0.4", "js-cookie": "^3.0.5", "preact": "^10.22.1" } }, "sha512-SJyE/TnEU+F1UTLO4rPH6y24CCCCmnsJJ0iSmUO6Gg1UgdANZUUv5yp94fML3O3aZ8pFY5o1kmUxqNjA011G8w=="],
 
     "@repeaterjs/repeater": ["@repeaterjs/[email protected]", "", {}, "sha512-Javneu5lsuhwNCryN+pXH93VPQ8g0dBX7wItHFgYiwQmzE1sVdg5tWHiOgHywzL2W21XQopa7IwIEnNbmeUJYA=="],
@@ -1405,6 +1418,8 @@
 
     "@sinonjs/fake-timers": ["@sinonjs/[email protected]", "", { "dependencies": { "@sinonjs/commons": "^3.0.1" } }, "sha512-dlUB2oL+hDIYkIq/OWFBDhQAuU6kDey3eeMiYpVb7UXHhkMq/r1HloKXAbJwJZpYWkFWsydLjMqDpueMUEOjXQ=="],
 
+    "@standard-schema/spec": ["@standard-schema/[email protected]", "", {}, "sha512-m2bOd0f2RT9k8QJx1JN85cZYyH1RqFBdlwtkSlf4tBDYLCiiZnv1fIIwacK6cqwXavOydf0NPToMQgpKq+dVlA=="],
+
     "@tsndr/cloudflare-worker-jwt": ["@tsndr/[email protected]", "", {}, "sha512-ohuQzCICeki6wBOtmyqk0JJyJvl4vE1/RgXModJzm2U3xfiFNbkXtpa2HHGiH9BG7Wd/G7mtu2xtJ1R8W6iP5w=="],
 
     "@types/aws-lambda": ["@types/[email protected]", "", {}, "sha512-nD0Z9fNIZcxYX5Mai2CTmFD7wX7UldCkW2ezCF8D1T5hdiLsnTWDGRpfRYntU6VjTdLQjOvyszru7I1c1oCQew=="],
@@ -1435,6 +1450,8 @@
 
     "@types/ws": ["@types/[email protected]", "", { "dependencies": { "@types/node": "*" } }, "sha512-bd/YFLW+URhBzMXurx7lWByOu+xzU9+kb3RboOteXYDfW+tr+JZa99OyNmPINEGB/ahzKrEuc8rcv4gnpJmxTw=="],
 
+    "@vercel/oidc": ["@vercel/[email protected]", "", {}, "sha512-yNEQvPcVrK9sIe637+I0jD6leluPxzwJKx/Haw6F4H77CdDsszUn5V3o96LPziXkSNE2B83+Z3mjqGKBK/R6Gg=="],
+
     "@whatwg-node/disposablestack": ["@whatwg-node/[email protected]", "", { "dependencies": { "@whatwg-node/promise-helpers": "^1.0.0", "tslib": "^2.6.3" } }, "sha512-LOtTn+JgJvX8WfBVJtF08TGrdjuFzGJc4mkP8EdDI8ADbvO7kiexYep1o8dwnt0okb0jYclCDXF13xU7Ge4zSw=="],
 
     "@whatwg-node/fetch": ["@whatwg-node/[email protected]", "", { "dependencies": { "@whatwg-node/node-fetch": "^0.7.11", "urlpattern-polyfill": "^10.0.0" } }, "sha512-+yFJU3hmXPAHJULwx0VzCIsvr/H0lvbPvbOH3areOH3NAuCxCwaJsQ8w6/MwwMcvEWIynSsmAxoyaH04KeosPg=="],
@@ -1453,6 +1470,8 @@
 
     "aggregate-error": ["[email protected]", "", { "dependencies": { "clean-stack": "^2.0.0", "indent-string": "^4.0.0" } }, "sha512-4I7Td01quW/RpocfNayFdFVk1qSuoh0E7JrbRJ16nH01HhKFQ88INq9Sd+nd72zqRySlr9BmDA8xlEJ6vJMrYA=="],
 
+    "ai": ["[email protected]", "", { "dependencies": { "@ai-sdk/gateway": "2.0.7", "@ai-sdk/provider": "2.0.0", "@ai-sdk/provider-utils": "3.0.16", "@opentelemetry/api": "1.9.0" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-8Nq+ZojGacQrupoJEQLrTDzT5VtR3gyp5AaqFSV3tzsAXlYQ9Igb7QE3yeoEdzOk5IRfDwWL7mDCUD+oBg1hDA=="],
+
     "ajv": ["[email protected]", "", { "dependencies": { "fast-deep-equal": "^3.1.3", "fast-uri": "^3.0.1", "json-schema-traverse": "^1.0.0", "require-from-string": "^2.0.2" } }, "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g=="],
 
     "ajv-draft-04": ["[email protected]", "", { "peerDependencies": { "ajv": "^8.5.0" }, "optionalPeers": ["ajv"] }, "sha512-mv00Te6nmYbRp5DCwclxtt7yV/joXJPGS7nM+97GdxvuttCOfgI3K4U25zboyeX0O+myI8ERluxQe5wljMmVIw=="],
@@ -1683,6 +1702,8 @@
 
     "emoji-regex": ["[email protected]", "", {}, "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="],
 
+    "encoding": ["[email protected]", "", { "dependencies": { "iconv-lite": "^0.6.2" } }, "sha512-ETBauow1T35Y/WZMkio9jiM0Z5xjHHmJ4XmjZOq1l/dXz3lr2sRn87nJy20RupqSh1F2m3HHPSp8ShIPQJrJ3A=="],
+
     "enquirer": ["[email protected]", "", { "dependencies": { "ansi-colors": "^4.1.1", "strip-ansi": "^6.0.1" } }, "sha512-rRqJg/6gd538VHvR3PSrdRBb/1Vy2YfzHqzvbhGIQpDRKIa4FgV/54b5Q1xYSxOOwKvjXweS26E0Q+nAMwp2pQ=="],
 
     "env-paths": ["[email protected]", "", {}, "sha512-dtJUTepzMW3Lm/NPxRf3wP4642UWhjL2sQxc+ym2YMj1m/H2zDNQOlezafzkHwn6sMstjHTwG6iQQsctDW/b1A=="],
@@ -1761,7 +1782,7 @@
 
     "events": ["[email protected]", "", {}, "sha512-mQw+2fkQbALzQ7V0MY0IqdnXNOeTtP4r0lN9z7AAawCXgqea7bDii20AYrIBrFd/Hx0M2Ocz6S111CaFkUcb0Q=="],
 
-    "eventsource-parser": ["[email protected].0", "", {}, "sha512-T1C0XCUimhxVQzW4zFipdx0SficT651NnkR0ZSH3yQwh+mFMdLfgjABVi4YtMTtaL4s168593DaoaRLMqryavA=="],
+    "eventsource-parser": ["[email protected].6", "", {}, "sha512-Vo1ab+QXPzZ4tCa8SwIHJFaSzy4R6SHf7BY79rFBDf0idraZWAkYrDjDj8uWaSm3S2TK+hJ7/t1CEmZ7jXw+pg=="],
 
     "execa": ["[email protected]", "", { "dependencies": { "cross-spawn": "^7.0.3", "get-stream": "^6.0.1", "human-signals": "^3.0.1", "is-stream": "^3.0.0", "merge-stream": "^2.0.0", "npm-run-path": "^5.1.0", "onetime": "^6.0.0", "signal-exit": "^3.0.7", "strip-final-newline": "^3.0.0" } }, "sha512-QVWlX2e50heYJcCPG0iWtf8r0xjEYfz/OYLGDYH+IyjWezzPNxz63qNFOu0l4YftGWuizFVZHHs8PrLU5p2IDA=="],
 
@@ -2031,6 +2052,8 @@
 
     "json-parse-even-better-errors": ["[email protected]", "", {}, "sha512-xyFwyhro/JEof6Ghe2iz2NcXoj2sloNsWr/XsERDK/oiPCfaNhl5ONfp+jQdAZRQQ0IJWNzH9zIZF7li91kh2w=="],
 
+    "json-schema": ["[email protected]", "", {}, "sha512-es94M3nTIfsEPisRafak+HDLfHXnKBhV3vU5eqPcS3flIWqcxJWgXHXiey3YrpaNsanY5ei1VoYEbOzijuq9BA=="],
+
     "json-schema-traverse": ["[email protected]", "", {}, "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug=="],
 
     "json-schema-typed": ["[email protected]", "", {}, "sha512-XQmWYj2Sm4kn4WeTYvmpKEbyPsL7nBsb647c7pMe6l02/yx2+Jfc4dT6UZkEXnIUb5LhD55r2HPsJ1milQ4rDg=="],
@@ -2597,6 +2620,12 @@
 
     "zod-package-json": ["[email protected]", "", { "dependencies": { "zod": "^3.24.1" } }, "sha512-RvEsa3W/NCqEBMtnoE09GRVelA3IqRcKaijEiM6CEGsD19qLurf0HjrYMHwOqImOszlLL0ja63DPJeeU4pm7oQ=="],
 
+    "@ai-sdk/gateway/zod": ["[email protected]", "", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
+    "@ai-sdk/openai/zod": ["[email protected]", "", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
+    "@ai-sdk/provider-utils/zod": ["[email protected]", "", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
     "@ampproject/remapping/@jridgewell/trace-mapping": ["@jridgewell/[email protected]", "", { "dependencies": { "@jridgewell/resolve-uri": "^3.1.0", "@jridgewell/sourcemap-codec": "^1.4.14" } }, "sha512-vNk6aEwybGtawWmy/PzwnGDOjCkLWSD2wqvjGGAgOAwCGWySYXfYoxt00IJkTF+8Lb57DwOb3Aa0o9CApepiYQ=="],
 
     "@apidevtools/swagger-cli/chalk": ["[email protected]", "", { "dependencies": { "ansi-styles": "^4.1.0", "supports-color": "^7.1.0" } }, "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA=="],
@@ -2673,6 +2702,8 @@
 
     "@gitbook/integration-slack/itty-router": ["[email protected]", "", {}, "sha512-KegPW0l9SNPadProoFT07AB84uOqLUwzlXQ7HsqkS31WUrxkjdhcemRpTDUuetbMJ89uBtWeQSVoiEmUAu31uw=="],
 
+    "@gitbook/integration-slack/zod": ["[email protected]", "", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
     "@gitbook/integration-va-auth0/itty-router": ["[email protected]", "", {}, "sha512-KegPW0l9SNPadProoFT07AB84uOqLUwzlXQ7HsqkS31WUrxkjdhcemRpTDUuetbMJ89uBtWeQSVoiEmUAu31uw=="],
 
     "@gitbook/integration-va-azure/itty-router": ["[email protected]", "", {}, "sha512-KegPW0l9SNPadProoFT07AB84uOqLUwzlXQ7HsqkS31WUrxkjdhcemRpTDUuetbMJ89uBtWeQSVoiEmUAu31uw=="],
@@ -2775,6 +2806,8 @@
 
     "@whatwg-node/fetch/urlpattern-polyfill": ["[email protected]", "", {}, "sha512-H/A06tKD7sS1O1X2SshBVeA5FLycRpjqiBeqGKmBwBDBy28EnRjORxTNe269KSSr5un5qyWi1iL61wLxpd+ZOg=="],
 
+    "ai/zod": ["[email protected]", "", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
     "ajv/fast-deep-equal": ["[email protected]", "", {}, "sha512-f3qQ9oQy9j2AhBe/H9VC91wLmKBCCU/gDOnKNAYG5hswO7BLKj09Hc5HYNz9cGI++xlpDCIgDaitVs03ATR84Q=="],
 
     "ansi-escapes/type-fest": ["[email protected]", "", {}, "sha512-t0rzBq87m3fVcduHDUFhKmyyX+9eo6WQjZvf51Ea/M0Q7+T374Jp1aUiyUl0GKxp8M/OETVHSDvmkyPgvX+X2w=="],
@@ -2799,6 +2832,8 @@
 
     "dot-case/tslib": ["[email protected]", "", {}, "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w=="],
 
+    "encoding/iconv-lite": ["[email protected]", "", { "dependencies": { "safer-buffer": ">= 2.1.2 < 3.0.0" } }, "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw=="],
+
     "enquirer/strip-ansi": ["[email protected]", "", { "dependencies": { "ansi-regex": "^5.0.1" } }, "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A=="],
 
     "execa/onetime": ["[email protected]", "", { "dependencies": { "mimic-fn": "^4.0.0" } }, "sha512-1FlR+gjXK7X+AsAHso35MnyN5KqGwJRi/31ft6x0M194ht7S+rWAvd7PHss9xSKMzE0asv1pyIHaJYq+BbacAQ=="],

integrations/slack/gitbook-manifest.yaml

@@ -78,4 +78,31 @@ secrets:
     CLIENT_ID: ${{ env.SLACK_CLIENT_ID }}
     CLIENT_SECRET: ${{ env.SLACK_CLIENT_SECRET }}
     SIGNING_SECRET: ${{ env.SLACK_SIGNING_SECRET }}
+    OPENAI_API_KEY: ${{ env.SLACK_OPENAI_API_KEY }}
+envs:
+    dev-steeve:
+        organization: idE5kUnGGjoPGcbu3FZJ
+        secrets:
+            CLIENT_ID: ${{ "op://gitbook-integrations/slackDevSteeve/CLIENT_ID" }}
+            CLIENT_SECRET: ${{ "op://gitbook-integrations/slackDevSteeve/CLIENT_SECRET" }}
+            SIGNING_SECRET: ${{ "op://gitbook-integrations/slackDevSteeve/SIGNING_SECRET" }}
+            OPENAI_API_KEY: ${{ "op://gitbook-integrations/slackDevSteeve/OPENAI_API_KEY" }}
+    test:
+        secrets:
+            CLIENT_ID: ${{ "op://gitbook-integrations/slackStaging/CLIENT_ID" }}
+            CLIENT_SECRET: ${{ "op://gitbook-integrations/slackStaging/CLIENT_SECRET" }}
+            SIGNING_SECRET: ${{ "op://gitbook-integrations/slackStaging/SIGNING_SECRET" }}
+            OPENAI_API_KEY: ${{ "op://gitbook-integrations/slackStaging/OPENAI_API_KEY" }}
+    staging:
+        secrets:
+            CLIENT_ID: ${{ "op://gitbook-integrations/slackStaging/CLIENT_ID" }}
+            CLIENT_SECRET: ${{ "op://gitbook-integrations/slackStaging/CLIENT_SECRET" }}
+            SIGNING_SECRET: ${{ "op://gitbook-integrations/slackStaging/SIGNING_SECRET" }}
+            OPENAI_API_KEY: ${{ "op://gitbook-integrations/slackStaging/OPENAI_API_KEY" }}
+    prod:
+        secrets:
+            CLIENT_ID: ${{ "op://gitbook-integrations/slackProd/CLIENT_ID" }}
+            CLIENT_SECRET: ${{ "op://gitbook-integrations/slackProd/CLIENT_SECRET" }}
+            SIGNING_SECRET: ${{ "op://gitbook-integrations/slackProd/SIGNING_SECRET" }}
+            OPENAI_API_KEY: ${{ "op://gitbook-integrations/slackProd/OPENAI_API_KEY" }}
 target: space

integrations/slack/package.json

@@ -3,11 +3,14 @@
     "version": "2.5.3",
     "private": true,
     "dependencies": {
-        "@gitbook/runtime": "*",
+        "@ai-sdk/openai": "^2.0.62",
         "@gitbook/api": "*",
+        "@gitbook/runtime": "*",
+        "ai": "^5.0.87",
         "itty-router": "^4.0.26",
         "js-sha256": "^0.9.0",
-        "remove-markdown": "^0.5.0"
+        "remove-markdown": "^0.5.0",
+        "zod": "^4.1.12"
     },
     "devDependencies": {
         "@gitbook/cli": "workspace:*",
@@ -16,7 +19,7 @@
     "scripts": {
         "typecheck": "tsc --noEmit",
         "check": "gitbook check",
-        "publish-integrations": "gitbook publish .",
-        "publish-integrations-staging": "gitbook publish ."
+        "publish-integrations": "gitbook publish . --env prod",
+        "publish-integrations-staging": "gitbook publish . --env staging"
     }
 }

integrations/slack/src/actions/index.ts

@@ -1,3 +1,4 @@
 export * from './queryAskAI';
 export * from './ingestConversation';
+export * from './inferUserIntent';
 export * from './types';