diff --git a/package-lock.json b/package-lock.json
index ba6deb94082..71256cfc60d 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1405,6 +1405,18 @@
         "sisteransi": "^1.0.5"
       }
     },
+    "node_modules/@clack/prompts/node_modules/is-unicode-supported": {
+      "version": "1.3.0",
+      "extraneous": true,
+      "inBundle": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/@codemirror/autocomplete": {
       "version": "6.16.0",
       "license": "MIT",
diff --git a/packages/breadboard-web/public/graphs/hacker_news_algolia_search.json b/packages/breadboard-web/public/graphs/hacker_news_algolia_search.json
new file mode 100644
index 00000000000..4d00b5ad6ba
--- /dev/null
+++ b/packages/breadboard-web/public/graphs/hacker_news_algolia_search.json
@@ -0,0 +1,152 @@
+{
+  "title": "Hacker News Angolia search ",
+  "description": "Board which returns API results based on a query using the Hacker News Angolia API",
+  "version": "0.0.1",
+  "edges": [
+    {
+      "from": "urlTemplate",
+      "to": "fetch",
+      "out": "url",
+      "in": "url"
+    },
+    {
+      "from": "urlTemplate",
+      "to": "output-2",
+      "out": "url",
+      "in": "url"
+    },
+    {
+      "from": "fn-3",
+      "to": "output-2",
+      "out": "output",
+      "in": "output"
+    },
+    {
+      "from": "query",
+      "to": "urlTemplate",
+      "out": "query",
+      "in": "query"
+    },
+    {
+      "from": "query",
+      "to": "urlTemplate",
+      "out": "page",
+      "in": "page"
+    },
+    {
+      "from": "query",
+      "to": "urlTemplate",
+      "out": "tags",
+      "in": "tags"
+    },
+    {
+      "from": "query",
+      "to": "fn-3",
+      "out": "limit",
+      "in": "limit"
+    },
+    {
+      "from": "fetch",
+      "to": "spreadResponse",
+      "out": "response",
+      "in": "object"
+    },
+    {
+      "from": "spreadResponse",
+      "to": "fn-3",
+      "out": "hits",
+      "in": "list"
+    }
+  ],
+  "nodes": [
+    {
+      "id": "output-2",
+      "type": "output",
+      "configuration": {
+        "schema": {
+          "type": "object",
+          "properties": {
+            "url": {
+              "title": "url",
+              "description": "The resulting URL that was produced by filling in the placeholders in the template",
+              "type": "string"
+            },
+            "output": {
+              "type": "string",
+              "title": "output"
+            }
+          }
+        }
+      }
+    },
+    {
+      "id": "urlTemplate",
+      "type": "urlTemplate",
+      "configuration": {
+        "template": "https://hn.algolia.com/api/v1/search?query={query}&tags={tags}&page={page}"
+      }
+    },
+    {
+      "id": "fn-3",
+      "type": "runJavascript",
+      "configuration": {
+        "code": "const fn_3 = ({list,limit})=>{return{output:list.slice(0,limit)}};",
+        "name": "fn_3",
+        "raw": true
+      }
+    },
+    {
+      "id": "query",
+      "type": "input",
+      "configuration": {
+        "schema": {
+          "title": "Algolia Limit",
+          "properties": {
+            "query": {
+              "type": "string",
+              "title": "query",
+              "default": "JavaScript",
+              "description": "The query"
+            },
+            "limit": {
+              "type": "number",
+              "title": "limit",
+              "default": "1",
+              "description": "The limit"
+            },
+            "tags": {
+              "type": "string",
+              "title": "tags",
+              "default": "JavaScript",
+              "description": "The tags"
+            },
+            "page": {
+              "type": "string",
+              "title": "page",
+              "default": "2",
+              "description": "the page"
+            }
+          }
+        },
+        "type": "string"
+      }
+    },
+    {
+      "id": "fetch",
+      "type": "fetch",
+      "configuration": {
+        "method": "GET"
+      }
+    },
+    {
+      "id": "spreadResponse",
+      "type": "runJavascript",
+      "configuration": {
+        "code": "const spreadResponse = inputs=>{const object=inputs.object;if(typeof object!==\"object\"){throw new Error(`object is of type ${typeof object} not object`)}return{...object}};",
+        "name": "spreadResponse",
+        "raw": true
+      }
+    }
+  ],
+  "graphs": {}
+}
\ No newline at end of file
diff --git a/packages/breadboard-web/public/graphs/hacker_news_algolia_story_from_id.json b/packages/breadboard-web/public/graphs/hacker_news_algolia_story_from_id.json
new file mode 100644
index 00000000000..67e6811facd
--- /dev/null
+++ b/packages/breadboard-web/public/graphs/hacker_news_algolia_story_from_id.json
@@ -0,0 +1,100 @@
+{
+  "title": "Hacker News Algolia API Story by ID",
+  "description": "Board which returns story contents using the Hacker News Algolia API",
+  "version": "0.0.1",
+  "edges": [
+    {
+      "from": "main",
+      "to": "output-2",
+      "out": "output",
+      "in": "output"
+    },
+    {
+      "from": "spreadResponse",
+      "to": "main",
+      "out": "*",
+      "in": ""
+    },
+    {
+      "from": "fetch",
+      "to": "spreadResponse",
+      "out": "response",
+      "in": "object"
+    },
+    {
+      "from": "urlTemplate",
+      "to": "fetch",
+      "out": "url",
+      "in": "url"
+    },
+    {
+      "from": "storyID",
+      "to": "urlTemplate",
+      "out": "storyID",
+      "in": "storyID"
+    }
+  ],
+  "nodes": [
+    {
+      "id": "output-2",
+      "type": "output",
+      "configuration": {
+        "schema": {
+          "type": "object",
+          "properties": {
+            "output": {
+              "type": "string",
+              "title": "output"
+            }
+          }
+        }
+      }
+    },
+    {
+      "id": "main",
+      "type": "output",
+      "configuration": {}
+    },
+    {
+      "id": "spreadResponse",
+      "type": "runJavascript",
+      "configuration": {
+        "code": "const spreadResponse = inputs=>{const object=inputs.object;if(typeof object!==\"object\"){throw new Error(`object is of type ${typeof object} not object`)}return{...object}};",
+        "name": "spreadResponse",
+        "raw": true
+      }
+    },
+    {
+      "id": "fetch",
+      "type": "fetch",
+      "configuration": {
+        "method": "GET"
+      }
+    },
+    {
+      "id": "urlTemplate",
+      "type": "urlTemplate",
+      "configuration": {
+        "template": "https://hn.algolia.com/api/v1/items/{storyID}"
+      }
+    },
+    {
+      "id": "storyID",
+      "type": "input",
+      "configuration": {
+        "schema": {
+          "title": "Hacker News Story",
+          "properties": {
+            "storyID": {
+              "type": "string",
+              "title": "Story ID",
+              "default": "39788322",
+              "description": "Hacker News Story ID to extract"
+            }
+          }
+        }
+      }
+    }
+  ],
+  "graphs": {}
+}
\ No newline at end of file
diff --git a/packages/breadboard-web/public/graphs/hacker_news_firebase_story_from_id.json b/packages/breadboard-web/public/graphs/hacker_news_firebase_story_from_id.json
new file mode 100644
index 00000000000..387373642a6
--- /dev/null
+++ b/packages/breadboard-web/public/graphs/hacker_news_firebase_story_from_id.json
@@ -0,0 +1,101 @@
+{
+  "title": "Hacker News Firebase API Story by ID",
+  "description": "Board which returns story contents using the Hacker News Firebase API",
+  "version": "0.0.1",
+  "edges": [
+    {
+      "from": "main",
+      "to": "output-2",
+      "out": "output",
+      "in": "output"
+    },
+    {
+      "from": "spreadResponse",
+      "to": "main",
+      "out": "*",
+      "in": ""
+    },
+    {
+      "from": "fetch",
+      "to": "spreadResponse",
+      "out": "response",
+      "in": "object"
+    },
+    {
+      "from": "urlTemplate",
+      "to": "fetch",
+      "out": "url",
+      "in": "url"
+    },
+    {
+      "from": "storyID",
+      "to": "urlTemplate",
+      "out": "storyID",
+      "in": "storyID"
+    }
+  ],
+  "nodes": [
+    {
+      "id": "output-2",
+      "type": "output",
+      "configuration": {
+        "schema": {
+          "type": "object",
+          "properties": {
+            "output": {
+              "type": "string",
+              "title": "output"
+            }
+          }
+        }
+      }
+    },
+    {
+      "id": "main",
+      "type": "output",
+      "configuration": {}
+    },
+    {
+      "id": "spreadResponse",
+      "type": "runJavascript",
+      "configuration": {
+        "code": "const spreadResponse = inputs=>{const object=inputs.object;if(typeof object!==\"object\"){throw new Error(`object is of type ${typeof object} not object`)}return{...object}};",
+        "name": "spreadResponse",
+        "raw": true
+      }
+    },
+    {
+      "id": "fetch",
+      "type": "fetch",
+      "configuration": {
+        "method": "GET"
+      }
+    },
+    {
+      "id": "urlTemplate",
+      "type": "urlTemplate",
+      "configuration": {
+        "template": "https://hacker-news.firebaseio.com/v0/item/{storyID}.json"
+      }
+    },
+    {
+      "id": "storyID",
+      "type": "input",
+      "configuration": {
+        "schema": {
+          "title": "Hacker News Story ID",
+          "properties": {
+            "storyID": {
+              "type": "number",
+              "title": "Story ID",
+              "default": "39788322",
+              "description": "Hacker News Story ID to extract"
+            }
+          }
+        },
+        "type": "number"
+      }
+    }
+  ],
+  "graphs": {}
+}
\ No newline at end of file
diff --git a/packages/breadboard-web/public/graphs/hacker_news_firebase_top_story_ids.json b/packages/breadboard-web/public/graphs/hacker_news_firebase_top_story_ids.json
new file mode 100644
index 00000000000..ea9451c3567
--- /dev/null
+++ b/packages/breadboard-web/public/graphs/hacker_news_firebase_top_story_ids.json
@@ -0,0 +1,89 @@
+{
+  "title": "Hacker News Firebase API Story IDs",
+  "description": "Board which returns the top story ID using the Hacker News Firebase API",
+  "version": "0.0.1",
+  "edges": [
+    {
+      "from": "main",
+      "to": "output-2",
+      "out": "output",
+      "in": "output"
+    },
+    {
+      "from": "fn-3",
+      "to": "main",
+      "out": "*",
+      "in": ""
+    },
+    {
+      "from": "fetch",
+      "to": "fn-3",
+      "out": "response",
+      "in": "list"
+    },
+    {
+      "from": "limit",
+      "to": "fn-3",
+      "out": "limit",
+      "in": "limit"
+    }
+  ],
+  "nodes": [
+    {
+      "id": "output-2",
+      "type": "output",
+      "configuration": {
+        "schema": {
+          "type": "object",
+          "properties": {
+            "output": {
+              "type": "string",
+              "title": "output"
+            }
+          }
+        }
+      }
+    },
+    {
+      "id": "main",
+      "type": "output",
+      "configuration": {}
+    },
+    {
+      "id": "fn-3",
+      "type": "runJavascript",
+      "configuration": {
+        "code": "const fn_3 = ({list,limit})=>{return{output:list.slice(0,limit)}};",
+        "name": "fn_3",
+        "raw": true
+      }
+    },
+    {
+      "id": "fetch",
+      "type": "fetch",
+      "configuration": {
+        "method": "GET",
+        "url": "https://hacker-news.firebaseio.com/v0/topstories.json"
+      }
+    },
+    {
+      "id": "limit",
+      "type": "input",
+      "configuration": {
+        "schema": {
+          "title": "Hacker News Story",
+          "properties": {
+            "limit": {
+              "type": "number",
+              "title": "Story Limit",
+              "default": "1",
+              "description": "The Number of Hacker News Story ID's to return"
+            }
+          }
+        },
+        "type": "number"
+      }
+    }
+  ],
+  "graphs": {}
+}
\ No newline at end of file
diff --git a/packages/breadboard-web/public/local-boards.json b/packages/breadboard-web/public/local-boards.json
index 9e370eb7cca..bf8bf4ad91b 100644
--- a/packages/breadboard-web/public/local-boards.json
+++ b/packages/breadboard-web/public/local-boards.json
@@ -98,6 +98,26 @@
     "url": "/graphs/gemini-simple.json",
     "version": "0.0.1"
   },
+  {
+    "title": "Hacker News Angolia search ",
+    "url": "/graphs/hacker_news_algolia_search.json",
+    "version": "0.0.1"
+  },
+  {
+    "title": "Hacker News Algolia API Story by ID",
+    "url": "/graphs/hacker_news_algolia_story_from_id.json",
+    "version": "0.0.1"
+  },
+  {
+    "title": "Hacker News Firebase API Story by ID",
+    "url": "/graphs/hacker_news_firebase_story_from_id.json",
+    "version": "0.0.1"
+  },
+  {
+    "title": "Hacker News Firebase API Story IDs",
+    "url": "/graphs/hacker_news_firebase_top_story_ids.json",
+    "version": "0.0.1"
+  },
   {
     "title": "Healer",
     "url": "/graphs/healer.json",
diff --git a/packages/breadboard-web/src/boards/hacker_news_algolia_search.ts b/packages/breadboard-web/src/boards/hacker_news_algolia_search.ts
new file mode 100644
index 00000000000..b420458a0f0
--- /dev/null
+++ b/packages/breadboard-web/src/boards/hacker_news_algolia_search.ts
@@ -0,0 +1,145 @@
+import { board, base, code, OutputValues } from "@google-labs/breadboard";
+
+import  { core } from "@google-labs/core-kit";
+import  { templates } from "@google-labs/template-kit";
+
+export type PostItem = {
+    author: string;
+    created_at: string;
+    created_at_i: number;
+    id: number;
+    children: Comment[];
+    story_id: number;
+    type: string;
+};
+
+export type Comment = PostItem & {
+    parent_id: number;
+    text: string;
+    title: null;
+};
+
+export type Story = PostItem & {
+    title: string;
+    points: number;
+    url: string;
+};
+
+export type HackerNewsAlgoliaSearchTags =
+    | "story"
+    | "comment"
+    | "poll"
+    | "pollopt"
+    | "show_hn"
+    | "ask_hn"
+    | "front_page";
+export type NumericFilterField = "created_at_i" | "points" | "num_comments";
+export type Operator = "<" | "<=" | "=" | ">" | ">=";
+
+export type HackerNewsSearchNumericFilters = {
+    operator: Operator;
+    field: NumericFilterField;
+    value: number;
+};
+export type HackerNewAlgoliaSearchParameters = {
+    query: string;
+    tags?: HackerNewsAlgoliaSearchTags[];
+    numericFilters?: HackerNewsSearchNumericFilters[];
+    page?: number;
+    limit?: number;
+};
+
+export type SearchHits = OutputValues & {
+    hits: PostItem[];
+};
+
+const spread = code<{ object: object }>((inputs) => {
+    const object = inputs.object;
+    if (typeof object !== "object") {
+        throw new Error(`object is of type ${typeof object} not object`);
+    }
+    return { ...object };
+});
+
+
+const slice = code<{ list: PostItem[], limit: number }>(({ list, limit }) => {
+    return { output: list.slice(0, limit) }
+})
+
+const limitInputSchema = {
+    type: "number",
+    title: "limit",
+    default: "1",
+    description: "The limit"
+}
+
+const querySchema = {
+    type: "string",
+    title: "query",
+    default: "JavaScript",
+    description: "The query"
+}
+
+const tagsSchema = {
+    type: "string",
+    title: "tags",
+    default: "JavaScript",
+    description: "The tags"
+}
+
+const pageSchema = {
+    type: "string",
+    title: "page",
+    default: "2",
+    description: "the page"
+}
+
+export default await board(() => {
+    const input = base.input({
+        $id: "query",
+        schema: {
+            title: "Algolia Limit",
+            properties: {
+                query: querySchema,
+                limit: limitInputSchema,
+                tags: tagsSchema,
+                page: pageSchema,
+            },
+        },
+        type: "string",
+    })
+
+    let baseURL = "https://hn.algolia.com/api/v1/search?query={query}"
+
+    if (input.tags != undefined) {
+        baseURL = baseURL + "&tags={tags}"
+    }
+
+    if (input.page != undefined) {
+        baseURL = baseURL + "&page={page}"
+    }
+
+    const urlTemplate = templates.urlTemplate({
+        $id: "urlTemplate",
+        template: baseURL,
+        query:input.query,
+        page:input.page,
+        tags:input.tags,
+
+    });
+
+    const fetchUrl = core.fetch({ $id: "fetch", method: "GET", url: urlTemplate.url });
+    const response = spread({ $id: "spreadResponse", object: fetchUrl.response });
+
+    const sliced = slice({ list: response.hits as unknown as PostItem[], limit: input.limit as unknown as number })
+
+    return {
+        url: urlTemplate.url,
+        output: sliced
+    }
+
+}).serialize({
+    title: "Hacker News Angolia search ",
+    description: "Board which returns API results based on a query using the Hacker News Angolia API",
+    version: "0.0.1",
+})
diff --git a/packages/breadboard-web/src/boards/hacker_news_algolia_story_from_id.ts b/packages/breadboard-web/src/boards/hacker_news_algolia_story_from_id.ts
new file mode 100644
index 00000000000..26a1a0c018b
--- /dev/null
+++ b/packages/breadboard-web/src/boards/hacker_news_algolia_story_from_id.ts
@@ -0,0 +1,50 @@
+import { board, base, code} from "@google-labs/breadboard";
+
+import  { core } from "@google-labs/core-kit";
+import  { templates } from "@google-labs/template-kit";
+
+const storyInputSchema = {
+    type: "string",
+    title: "Story ID",
+    default: "39788322",
+    description: "Hacker News Story ID to extract",
+};
+
+const spread = code<{ object: object }>((inputs) => {
+    const object = inputs.object;
+    if (typeof object !== "object") {
+        throw new Error(`object is of type ${typeof object} not object`);
+    }
+    return { ...object };
+});
+
+export default await board(() => {
+    const input = base.input({
+        $id: "storyID",
+        schema: {
+            title: "Hacker News Story",
+            properties: {
+                storyID: storyInputSchema
+            },
+        }
+    })
+
+    const urlTemplate = templates.urlTemplate({
+        $id: "urlTemplate",
+        template: "https://hn.algolia.com/api/v1/items/{storyID}",
+        storyID: input.storyID
+    });
+    
+    const fetchUrl = core.fetch({ $id: "fetch", method: "GET", url: urlTemplate.url});
+    const output = base.output({ $id: "main" });
+    const response = spread({ $id: "spreadResponse", object: fetchUrl.response });
+
+    response.to(output)
+
+    return {output}
+
+}).serialize({
+    title: "Hacker News Algolia API Story by ID",
+    description: "Board which returns story contents using the Hacker News Algolia API",
+    version: "0.0.1",
+})
diff --git a/packages/breadboard-web/src/boards/hacker_news_firebase_story_from_id.ts b/packages/breadboard-web/src/boards/hacker_news_firebase_story_from_id.ts
new file mode 100644
index 00000000000..dcf15d6f729
--- /dev/null
+++ b/packages/breadboard-web/src/boards/hacker_news_firebase_story_from_id.ts
@@ -0,0 +1,51 @@
+import { board, base , code} from "@google-labs/breadboard";
+
+import  { core } from "@google-labs/core-kit";
+import  { templates } from "@google-labs/template-kit";
+
+const storyInputSchema = {
+    type: "number",
+    title: "Story ID",
+    default: "39788322",
+    description: "Hacker News Story ID to extract",
+};
+
+const spread = code<{ object: object }>((inputs) => {
+    const object = inputs.object;
+    if (typeof object !== "object") {
+        throw new Error(`object is of type ${typeof object} not object`);
+    }
+    return { ...object };
+});
+
+export default await board(() => {
+    const input = base.input({
+        $id: "storyID",
+        schema: {
+            title: "Hacker News Story ID",
+            properties: {
+                storyID: storyInputSchema,
+            },
+        },
+        type: "number",
+    })
+    
+    const urlTemplate = templates.urlTemplate({
+        $id: "urlTemplate",
+        template: "https://hacker-news.firebaseio.com/v0/item/{storyID}.json",
+        storyID: input.storyID
+    });
+
+    const fetchUrl = core.fetch({ $id: "fetch", method: "GET", url: urlTemplate.url});
+    const output = base.output({ $id: "main" });
+    const response = spread({ $id: "spreadResponse", object: fetchUrl.response });
+
+    response.to(output)
+
+    return {output}
+
+}).serialize({
+    title: "Hacker News Firebase API Story by ID",
+    description: "Board which returns story contents using the Hacker News Firebase API",
+    version: "0.0.1"
+})
diff --git a/packages/breadboard-web/src/boards/hacker_news_firebase_top_story_ids.ts b/packages/breadboard-web/src/boards/hacker_news_firebase_top_story_ids.ts
new file mode 100644
index 00000000000..b002645f9d2
--- /dev/null
+++ b/packages/breadboard-web/src/boards/hacker_news_firebase_top_story_ids.ts
@@ -0,0 +1,37 @@
+import { board, base, code } from "@google-labs/breadboard";
+import { core } from "@google-labs/core-kit";
+
+const limitInputSchema = {
+    type: "number",
+    title: "Story Limit",
+    default: "1",
+    description: "The Number of Hacker News Story ID's to return"
+}
+
+const slice = code<{ list: number[], limit: number }>(({ list, limit }) => {
+    return { output: list.slice(0, limit) }
+})
+
+export default await board(() => {
+    const input = base.input({
+        $id: "limit",
+        schema: {
+            title: "Hacker News Story",
+            properties: {
+                limit: limitInputSchema
+            },
+        },
+        type: "number",
+    })
+
+    const { response } = core.fetch({ $id: "fetch", method: "GET", url: "https://hacker-news.firebaseio.com/v0/topstories.json" });
+    const output = base.output({ $id: "main" });
+    const sliced = slice({ list: response as unknown as number[], limit: input.limit as unknown as number })
+
+    sliced.to(output)
+
+    return { output }
+}).serialize({
+    title: "Hacker News Firebase API Story IDs",
+    description: "Board which returns the top story ID using the Hacker News Firebase API",
+    version: "0.0.1",})
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