feat: add AI knowledge analysis MVP

2026-07-05 00:47:52 -07:00
parent 6aa72d3b43
commit e204974b57
32 changed files with 8705 additions and 4 deletions
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -10,7 +10,13 @@ importers:
    dependencies:
      '@cloudflare/kumo':
        specifier: ^2.6.0
-        version: 2.6.0(@date-fns/tz@1.5.0)(@phosphor-icons/react@2.1.10(react-dom@19.2.7(react@19.2.7))(react@19.2.7))(@types/react@19.2.17)(date-fns@4.4.0)(react-dom@19.2.7(react@19.2.7))(react@19.2.7)
+        version: 2.6.0(@date-fns/tz@1.5.0)(@phosphor-icons/react@2.1.10(react-dom@19.2.7(react@19.2.7))(react@19.2.7))(@types/react@19.2.17)(date-fns@4.4.0)(react-dom@19.2.7(react@19.2.7))(react@19.2.7)(zod@4.4.3)
+      '@langchain/core':
+        specifier: ^1.2.1
+        version: 1.2.1(openai@6.45.0(zod@4.4.3))
+      '@langchain/openai':
+        specifier: ^1.5.3
+        version: 1.5.3(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))
      '@phosphor-icons/react':
        specifier: ^2.1.10
        version: 2.1.10(react-dom@19.2.7(react@19.2.7))(react@19.2.7)
@@ -26,6 +32,9 @@ importers:
      drizzle-orm:
        specifier: ^0.45.2
        version: 0.45.2(postgres@3.4.9)
+      langchain:
+        specifier: ^1.5.2
+        version: 1.5.2(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))(openai@6.45.0(zod@4.4.3))(react-dom@19.2.7(react@19.2.7))(react@19.2.7)
      lucide-react:
        specifier: ^0.468.0
        version: 0.468.0(react@19.2.7)
@@ -125,6 +134,9 @@ packages:
      '@types/react':
        optional: true

+  '@cfworker/json-schema@4.1.1':
+    resolution: {integrity: sha512-gAmrUZSGtKc3AiBL71iNWxDsyUC5uMaKKGdvzYsBoTW/xi42JQHl7eKV2OYzCUqvc+D2RCcf7EXY2iCyFIk6og==}
+
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    resolution: {integrity: sha512-rcUUvhrtxI0veNJZLgKVSnxH/L0M48jtc4UoNhvu0l0RiRmjHORFTBYq/phFQyt7JGG3s98QPZc5w1eW+UQIOg==}
    hasBin: true
@@ -842,6 +854,50 @@ packages:
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+  '@langchain/core@1.2.1':
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+    engines: {node: '>=20'}
+
+  '@langchain/langgraph-checkpoint@1.1.3':
+    resolution: {integrity: sha512-wgzdQNeEsdw1e+4lvlj0tdq/RYR/k1vPin10g0ymGoehZDDgd9nvIllGXSXN4TFgF9sf5qQP/KTkOcLfeseIhA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      '@langchain/core': ^1.1.48
+
+  '@langchain/langgraph-sdk@1.9.25':
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+    peerDependencies:
+      '@langchain/core': ^1.1.48
+      react: ^18 || ^19
+      react-dom: ^18 || ^19
+      svelte: ^4.0.0 || ^5.0.0
+      vue: ^3.0.0
+    peerDependenciesMeta:
+      react:
+        optional: true
+      react-dom:
+        optional: true
+      svelte:
+        optional: true
+      vue:
+        optional: true
+
+  '@langchain/langgraph@1.4.7':
+    resolution: {integrity: sha512-2tcyf3QGC7v89kqSxMCtRvzg/3L/4yHtOaWC49A8KieCciWJs7LGaxHoPB6QRxXyUgyR+Zg9Q1ss/XJIE+JuSQ==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      '@langchain/core': ^1.1.48
+      zod: ^3.25.32 || ^4.2.0
+
+  '@langchain/openai@1.5.3':
+    resolution: {integrity: sha512-OStS2AUvy9oe/hEf/3ndBOFztUDOfuJYLNXh89m3iiJAI2Cp5Dp0n/pvpO27MO0b+VgENd+xSHVyQZ7fe+ulxg==}
+    engines: {node: '>=20'}
+    peerDependencies:
+      '@langchain/core': ^1.2.1
+
+  '@langchain/protocol@0.0.18':
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+
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    resolution: {integrity: sha512-ZLv/JdUfkvOy9eCnnBaGfiO+XimbjebAeO+MRQqD/B+FR1tnRN0tpKSJHRbE8sFfS6aqsXZ67TQjfwfsxULVbg==}
    peerDependencies:
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    engines: {node: 18 || 20 || >=22}

+  base64-js@1.5.1:
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+
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    engines: {node: '>=0.10.0'}

+  eventemitter3@4.0.7:
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+
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@@ -2279,6 +2341,10 @@ packages:
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    engines: {node: '>= 0.4'}

+  is-network-error@1.3.2:
+    resolution: {integrity: sha512-PhBY86zaxNZUuWP6h13Vu5oFe0XY6/UlKzQnYFELzGVHygP3MxmvTfYSG7GN3aIab/iWudSMgjSnG9Dq+nHrgA==}
+    engines: {node: '>=16'}
+
  is-number-object@1.1.1:
    resolution: {integrity: sha512-lZhclumE1G6VYD8VHe35wFaIif+CTy5SJIi5+3y4psDgWu4wPDoBhF8NxUOinEc7pHgiTsT6MaBb92rKhhD+Xw==}
    engines: {node: '>= 0.4'}
@@ -2337,6 +2403,9 @@ packages:
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    hasBin: true

+  js-tiktoken@1.0.21:
+    resolution: {integrity: sha512-biOj/6M5qdgx5TKjDnFT1ymSpM5tbd3ylwDtrQvFQSu0Z7bBYko2dF+W/aUkXUPuk6IVpRxk/3Q2sHOzGlS36g==}
+
  js-tokens@4.0.0:
    resolution: {integrity: sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==}

@@ -2364,6 +2433,32 @@ packages:
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+  langchain@1.5.2:
+    resolution: {integrity: sha512-5vCWYvzxuY7gJ8UCgSZ17SM45gou5PtRguFgeQIyCnHzGZQUFLHKi/eQArL3Ad98fJ/UiOEAaTXiI3jfIdoABg==}
+    engines: {node: '>=20'}
+    peerDependencies:
+      '@langchain/core': ^1.2.1
+
+  langsmith@0.7.15:
+    resolution: {integrity: sha512-huRfzLKcREE+ABkqKEriXK8Ax9V+xuV3d3x4PINEGi+hi4qyTvB4Nc2dpLSyfW/Ioj6+6d7T8majjWCe7mXc8A==}
+    peerDependencies:
+      '@opentelemetry/api': '*'
+      '@opentelemetry/exporter-trace-otlp-proto': '*'
+      '@opentelemetry/sdk-trace-base': '*'
+      openai: '*'
+      ws: '>=7'
+    peerDependenciesMeta:
+      '@opentelemetry/api':
+        optional: true
+      '@opentelemetry/exporter-trace-otlp-proto':
+        optional: true
+      '@opentelemetry/sdk-trace-base':
+        optional: true
+      openai:
+        optional: true
+      ws:
+        optional: true
+
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    resolution: {integrity: sha512-0K65Lea881pHotoGEa5gDlMxt3pctLi2RplBb7Ezh4rRdLEOtgi7n4EwK9lamnUCkKBqaeKRVebTq6BAxSkpXQ==}

@@ -2527,6 +2622,10 @@ packages:
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+  mustache@4.2.0:
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+    hasBin: true
+
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    engines: {node: ^10 || ^12 || ^13.7 || ^14 || >=15.0.1}
@@ -2607,6 +2706,26 @@ packages:
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+  openai@6.45.0:
+    resolution: {integrity: sha512-5DQVNErssk0afNpTTHUm/qZPU4iKR9OYdNid8Ib4puq4gHNNvGWZht2zY4h9a8JMF949Ik6m8gQutllVPbjdnw==}
+    peerDependencies:
+      '@aws-sdk/credential-provider-node': '>=3.972.0 <4'
+      '@smithy/hash-node': '>=4.3.0 <5'
+      '@smithy/signature-v4': '>=5.4.0 <6'
+      ws: ^8.18.0
+      zod: ^3.25 || ^4.0
+    peerDependenciesMeta:
+      '@aws-sdk/credential-provider-node':
+        optional: true
+      '@smithy/hash-node':
+        optional: true
+      '@smithy/signature-v4':
+        optional: true
+      ws:
+        optional: true
+      zod:
+        optional: true
+
  optionator@0.9.4:
    resolution: {integrity: sha512-6IpQ7mKUxRcZNLIObR0hz7lxsapSSIYNZJwXPGeF0mTVqGKFIXj1DQcMoT22S3ROcLyY/rz0PWaWZ9ayWmad9g==}
    engines: {node: '>= 0.8.0'}
@@ -2615,6 +2734,10 @@ packages:
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    engines: {node: '>= 0.4'}

+  p-finally@1.0.0:
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+    engines: {node: '>=4'}
+
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    engines: {node: '>=10'}
@@ -2623,6 +2746,26 @@ packages:
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    engines: {node: '>=10'}

+  p-queue@6.6.2:
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+    engines: {node: '>=8'}
+
+  p-queue@9.3.1:
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+    engines: {node: '>=20'}
+
+  p-retry@7.1.1:
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+    engines: {node: '>=20'}
+
+  p-timeout@3.2.0:
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+    engines: {node: '>=8'}
+
+  p-timeout@7.0.1:
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+    engines: {node: '>=20'}
+
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    engines: {node: '>=6'}
@@ -3172,6 +3315,9 @@ packages:
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    engines: {node: '>=10'}

+  zod@4.4.3:
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+
  zwitch@2.0.4:
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@@ -3206,7 +3352,9 @@ snapshots:
    optionalDependencies:
      '@types/react': 19.2.17

-  '@cloudflare/kumo@2.6.0(@date-fns/tz@1.5.0)(@phosphor-icons/react@2.1.10(react-dom@19.2.7(react@19.2.7))(react@19.2.7))(@types/react@19.2.17)(date-fns@4.4.0)(react-dom@19.2.7(react@19.2.7))(react@19.2.7)':
+  '@cfworker/json-schema@4.1.1': {}
+
+  '@cloudflare/kumo@2.6.0(@date-fns/tz@1.5.0)(@phosphor-icons/react@2.1.10(react-dom@19.2.7(react@19.2.7))(react@19.2.7))(@types/react@19.2.17)(date-fns@4.4.0)(react-dom@19.2.7(react@19.2.7))(react@19.2.7)(zod@4.4.3)':
    dependencies:
      '@base-ui/react': 1.6.0(@date-fns/tz@1.5.0)(@types/react@19.2.17)(date-fns@4.4.0)(react-dom@19.2.7(react@19.2.7))(react@19.2.7)
      '@phosphor-icons/react': 2.1.10(react-dom@19.2.7(react@19.2.7))(react@19.2.7)
@@ -3219,6 +3367,8 @@ snapshots:
      react-dom: 19.2.7(react@19.2.7)
      shiki: 4.3.0
      tailwind-merge: 3.6.0
+    optionalDependencies:
+      zod: 4.4.3
    transitivePeerDependencies:
      - '@date-fns/tz'
      - '@emotion/is-prop-valid'
@@ -3688,6 +3838,65 @@ snapshots:
      '@jridgewell/resolve-uri': 3.1.2
      '@jridgewell/sourcemap-codec': 1.5.5

+  '@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3))':
+    dependencies:
+      '@cfworker/json-schema': 4.1.1
+      '@standard-schema/spec': 1.1.0
+      js-tiktoken: 1.0.21
+      langsmith: 0.7.15(openai@6.45.0(zod@4.4.3))
+      mustache: 4.2.0
+      p-queue: 6.6.2
+      zod: 4.4.3
+    transitivePeerDependencies:
+      - '@opentelemetry/api'
+      - '@opentelemetry/exporter-trace-otlp-proto'
+      - '@opentelemetry/sdk-trace-base'
+      - openai
+      - ws
+
+  '@langchain/langgraph-checkpoint@1.1.3(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))':
+    dependencies:
+      '@langchain/core': 1.2.1(openai@6.45.0(zod@4.4.3))
+
+  '@langchain/langgraph-sdk@1.9.25(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))(react-dom@19.2.7(react@19.2.7))(react@19.2.7)':
+    dependencies:
+      '@langchain/core': 1.2.1(openai@6.45.0(zod@4.4.3))
+      '@langchain/protocol': 0.0.18
+      '@types/json-schema': 7.0.15
+      p-queue: 9.3.1
+      p-retry: 7.1.1
+    optionalDependencies:
+      react: 19.2.7
+      react-dom: 19.2.7(react@19.2.7)
+
+  '@langchain/langgraph@1.4.7(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))(react-dom@19.2.7(react@19.2.7))(react@19.2.7)(zod@4.4.3)':
+    dependencies:
+      '@langchain/core': 1.2.1(openai@6.45.0(zod@4.4.3))
+      '@langchain/langgraph-checkpoint': 1.1.3(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))
+      '@langchain/langgraph-sdk': 1.9.25(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))(react-dom@19.2.7(react@19.2.7))(react@19.2.7)
+      '@langchain/protocol': 0.0.18
+      '@standard-schema/spec': 1.1.0
+      zod: 4.4.3
+    transitivePeerDependencies:
+      - react
+      - react-dom
+      - svelte
+      - vue
+
+  '@langchain/openai@1.5.3(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))':
+    dependencies:
+      '@langchain/core': 1.2.1(openai@6.45.0(zod@4.4.3))
+      js-tiktoken: 1.0.21
+      openai: 6.45.0(zod@4.4.3)
+      zod: 4.4.3
+    transitivePeerDependencies:
+      - '@aws-sdk/credential-provider-node'
+      - '@smithy/hash-node'
+      - '@smithy/signature-v4'
+      - ws
+
+  '@langchain/protocol@0.0.18': {}
+
  '@napi-rs/wasm-runtime@1.1.6(@emnapi/core@1.10.0)(@emnapi/runtime@1.10.0)':
    dependencies:
      '@emnapi/core': 1.10.0
@@ -4328,6 +4537,8 @@ snapshots:

  balanced-match@4.0.4: {}

+  base64-js@1.5.1: {}
+
  brace-expansion@1.1.15:
    dependencies:
      balanced-match: 1.0.2
@@ -4929,6 +5140,8 @@ snapshots:

  esutils@2.0.3: {}

+  eventemitter3@4.0.7: {}
+
  eventemitter3@5.0.4: {}

  expect-type@1.4.0: {}
@@ -5189,6 +5402,8 @@ snapshots:

  is-negative-zero@2.0.3: {}

+  is-network-error@1.3.2: {}
+
  is-number-object@1.1.1:
    dependencies:
      call-bound: 1.0.4
@@ -5250,6 +5465,10 @@ snapshots:

  jiti@2.7.0: {}

+  js-tiktoken@1.0.21:
+    dependencies:
+      base64-js: 1.5.1
+
  js-tokens@4.0.0: {}

  js-yaml@4.3.0:
@@ -5277,6 +5496,30 @@ snapshots:
    dependencies:
      json-buffer: 3.0.1

+  langchain@1.5.2(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))(openai@6.45.0(zod@4.4.3))(react-dom@19.2.7(react@19.2.7))(react@19.2.7):
+    dependencies:
+      '@langchain/core': 1.2.1(openai@6.45.0(zod@4.4.3))
+      '@langchain/langgraph': 1.4.7(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))(react-dom@19.2.7(react@19.2.7))(react@19.2.7)(zod@4.4.3)
+      '@langchain/langgraph-checkpoint': 1.1.3(@langchain/core@1.2.1(openai@6.45.0(zod@4.4.3)))
+      langsmith: 0.7.15(openai@6.45.0(zod@4.4.3))
+      zod: 4.4.3
+    transitivePeerDependencies:
+      - '@opentelemetry/api'
+      - '@opentelemetry/exporter-trace-otlp-proto'
+      - '@opentelemetry/sdk-trace-base'
+      - openai
+      - react
+      - react-dom
+      - svelte
+      - vue
+      - ws
+
+  langsmith@0.7.15(openai@6.45.0(zod@4.4.3)):
+    dependencies:
+      p-queue: 6.6.2
+    optionalDependencies:
+      openai: 6.45.0(zod@4.4.3)
+
  language-subtag-registry@0.3.23: {}

  language-tags@1.0.9:
@@ -5419,6 +5662,8 @@ snapshots:

  ms@2.1.3: {}

+  mustache@4.2.0: {}
+
  nanoid@3.3.15: {}

  napi-postinstall@0.3.4: {}
@@ -5507,6 +5752,10 @@ snapshots:
      regex: 6.1.0
      regex-recursion: 6.0.2

+  openai@6.45.0(zod@4.4.3):
+    optionalDependencies:
+      zod: 4.4.3
+
  optionator@0.9.4:
    dependencies:
      deep-is: 0.1.4
@@ -5522,6 +5771,8 @@ snapshots:
      object-keys: 1.1.1
      safe-push-apply: 1.0.0

+  p-finally@1.0.0: {}
+
  p-limit@3.1.0:
    dependencies:
      yocto-queue: 0.1.0
@@ -5530,6 +5781,26 @@ snapshots:
    dependencies:
      p-limit: 3.1.0

+  p-queue@6.6.2:
+    dependencies:
+      eventemitter3: 4.0.7
+      p-timeout: 3.2.0
+
+  p-queue@9.3.1:
+    dependencies:
+      eventemitter3: 5.0.4
+      p-timeout: 7.0.1
+
+  p-retry@7.1.1:
+    dependencies:
+      is-network-error: 1.3.2
+
+  p-timeout@3.2.0:
+    dependencies:
+      p-finally: 1.0.0
+
+  p-timeout@7.0.1: {}
+
  parent-module@1.0.1:
    dependencies:
      callsites: 3.1.0
@@ -6204,4 +6475,6 @@ snapshots:

  yocto-queue@0.1.0: {}

+  zod@4.4.3: {}
+
  zwitch@2.0.4: {}