Bumps the minor-and-patch group in /libs/cli/js-examples with 4 updates: [@langchain/core](https://github.com/langchain-ai/langchainjs), [@langchain/langgraph](https://github.com/langchain-ai/langgraphjs/tree/HEAD/libs/langgraph-core), [@typescript-eslint/eslint-plugin](https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/eslint-plugin) and [@typescript-eslint/parser](https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/parser). Updates `@langchain/core` from 1.1.36 to 1.1.38 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain-ai/langchainjs/releases"><code>@langchain/core</code>'s releases</a>.</em></p> <blockquote> <h2><code>@langchain/core</code><a href="https://github.com/1"><code>@1</code></a>.1.38</h2> <h3>Patch Changes</h3> <ul> <li><a href="https://redirect.github.com/langchain-ai/langchainjs/pull/10552">#10552</a> <a href="https://github.com/langchain-ai/langchainjs/commit/589ab9be391a5d6c104f34877fc1b3e2a32fa449"><code>589ab9b</code></a> Thanks <a href="https://github.com/christian-bromann"><code>@christian-bromann</code></a>! - fix(langchain): accept cross-version runnable models in createAgent</li> </ul> <h2><code>@langchain/core</code><a href="https://github.com/1"><code>@1</code></a>.1.37</h2> <h3>Patch Changes</h3> <ul> <li> <p><a href="https://redirect.github.com/langchain-ai/langchainjs/pull/10511">#10511</a> <a href="https://github.com/langchain-ai/langchainjs/commit/6933769836fe3cec835588e5f8db9883200865f6"><code>6933769</code></a> Thanks <a href="https://github.com/hntrl"><code>@hntrl</code></a>! - cache Zod-to-JSON-Schema conversions in toJsonSchema()</p> </li> <li> <p><a href="https://redirect.github.com/langchain-ai/langchainjs/pull/10541">#10541</a> <a href="https://github.com/langchain-ai/langchainjs/commit/50d5f32fd30cabebf058b1c13255c1daadde6107"><code>50d5f32</code></a> Thanks <a href="https://github.com/jacoblee93"><code>@jacoblee93</code></a>! - revert: Revert "feat(core): Add all chat model/llm invocation params to metadata"</p> </li> <li> <p><a href="https://redirect.github.com/langchain-ai/langchainjs/pull/10509">#10509</a> <a href="https://github.com/langchain-ai/langchainjs/commit/555299917c90322e25d7671bad2e20c9b104bad6"><code>5552999</code></a> Thanks <a href="https://github.com/hntrl"><code>@hntrl</code></a>! - feat(openai): add support for phase parameter on Responses API messages</p> <ul> <li>Extract <code>phase</code> from message output items and surface it on text content blocks</li> <li>Support phase in streaming via <code>response.output_item.added</code> events</li> <li>Round-trip phase through both raw provider and standard content paths</li> <li>Move phase into <code>extras</code> dict in the core standard content translator</li> </ul> </li> <li> <p><a href="https://redirect.github.com/langchain-ai/langchainjs/pull/10528">#10528</a> <a href="https://github.com/langchain-ai/langchainjs/commit/8331833c93ba907063c9fe28e9f935ed5dfec11c"><code>8331833</code></a> Thanks <a href="https://github.com/christian-bromann"><code>@christian-bromann</code></a>! - fix(core): normalize single-block content in mergeContent</p> </li> </ul> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain-ai/langchainjs/commit/6b914bceb4acd4664b12091770a2ddcbf5d8457e"><code>6b914bc</code></a> chore: version packages (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10553">#10553</a>)</li> <li><a href="https://github.com/langchain-ai/langchainjs/commit/7ed93b8b8a6e9eb0da3e103d74087c692fee2773"><code>7ed93b8</code></a> fix(langchain): allow dynamic tools in wrapModelCall with wrapToolCall (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10543">#10543</a>)</li> <li><a href="https://github.com/langchain-ai/langchainjs/commit/9270c48d7a95db6e7e2570a7e681c94479a673d0"><code>9270c48</code></a> fix(openai): preserve reasoning_content in ChatOpenAICompletions (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10551">#10551</a>)</li> <li><a href="https://github.com/langchain-ai/langchainjs/commit/f54805305787fa383c3ce1e287daafdb5464a98b"><code>f548053</code></a> fix(langchain): bump langgraph dep (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10555">#10555</a>)</li> <li><a href="https://github.com/langchain-ai/langchainjs/commit/11a295fdadec3809f40c10492e3fd474e832c468"><code>11a295f</code></a> fix(langchain): add support for dynamic structured output (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10554">#10554</a>)</li> <li><a href="https://github.com/langchain-ai/langchainjs/commit/589ab9be391a5d6c104f34877fc1b3e2a32fa449"><code>589ab9b</code></a> fix(langchain): accept cross-version runnable models in createAgent (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10552">#10552</a>)</li> <li><a href="https://github.com/langchain-ai/langchainjs/commit/cd86fea8de2130d0df60805baada81958d47c747"><code>cd86fea</code></a> fix: implement tool choice required on anthropic (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10519">#10519</a>)</li> <li><a href="https://github.com/langchain-ai/langchainjs/commit/b57760c55a721ed65a456bbad11172e35adee177"><code>b57760c</code></a> chore: version packages (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10516">#10516</a>)</li> <li><a href="https://github.com/langchain-ai/langchainjs/commit/6e2d29e28a8f2a84f6fbbe5755d6b4fe2d5d4fd1"><code>6e2d29e</code></a> tests(<code>@langchain/google</code>): Lyria 3 (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10522">#10522</a>)</li> <li><a href="https://github.com/langchain-ai/langchainjs/commit/68e0a19238be592514b6c01243c41aefaa6a7668"><code>68e0a19</code></a> fix(langchain): revert zod import in utils.ts to fix v3/v4 interop (<a href="https://redirect.github.com/langchain-ai/langchainjs/issues/10545">#10545</a>)</li> <li>Additional commits viewable in <a href="https://github.com/langchain-ai/langchainjs/compare/@langchain/core@1.1.36...@langchain/core@1.1.38">compare view</a></li> </ul> </details> <br /> Updates `@langchain/langgraph` from 1.2.5 to 1.2.6 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/langchain-ai/langgraphjs/releases"><code>@langchain/langgraph</code>'s releases</a>.</em></p> <blockquote> <h2><code>@langchain/langgraph</code><a href="https://github.com/1"><code>@1</code></a>.2.6</h2> <h3>Patch Changes</h3> <ul> <li> <p><a href="https://redirect.github.com/langchain-ai/langgraphjs/pull/2241">#2241</a> <a href="https://github.com/langchain-ai/langgraphjs/commit/6ee23e819b5da43a5a0c62560f85a9037a427630"><code>6ee23e8</code></a> Thanks <a href="https://github.com/pawel-twardziak"><code>@pawel-twardziak</code></a>! - feat: add browser support for interrupt, writer, and other Node-only exports</p> <p>Export <code>interrupt</code>, <code>writer</code>, <code>pushMessage</code>, <code>getStore</code>, <code>getWriter</code>, <code>getConfig</code>, <code>getPreviousState</code>, <code>getCurrentTaskInput</code> from <code>web.ts</code> and add a <code>"browser"</code> condition to the <code>"."</code> package export so browser bundlers resolve to <code>web.js</code> instead of pulling in <code>node:async_hooks</code>.</p> </li> <li> <p><a href="https://redirect.github.com/langchain-ai/langgraphjs/pull/2245">#2245</a> <a href="https://github.com/langchain-ai/langgraphjs/commit/77af97650c0f1671338911994c2e355b29489528"><code>77af976</code></a> Thanks <a href="https://github.com/hntrl"><code>@hntrl</code></a>! - revert abort signal change that was causing problematic errors</p> </li> <li> <p><a href="https://redirect.github.com/langchain-ai/langgraphjs/pull/2242">#2242</a> <a href="https://github.com/langchain-ai/langgraphjs/commit/bdcf290198ce5cea4367ee8c9f1cbbbcf14d05e4"><code>bdcf290</code></a> Thanks <a href="https://github.com/hntrl"><code>@hntrl</code></a>! - clean up resolved checkpointer promises to reduce memory retention</p> </li> <li> <p>Updated dependencies [<a href="https://github.com/langchain-ai/langgraphjs/commit/88726dfe222aed64e5cd5dfa6f77f886b5a0d205"><code>88726df</code></a>, <a href="https://github.com/langchain-ai/langgraphjs/commit/7dfcbffd4805b2b4cc41f07f30be57ed732786b4"><code>7dfcbff</code></a>]:</p> <ul> <li><code>@langchain/langgraph-sdk</code><a href="https://github.com/1"><code>@1</code></a>.8.1</li> </ul> </li> </ul> </blockquote> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/langchain-ai/langgraphjs/blob/main/libs/langgraph-core/CHANGELOG.md"><code>@langchain/langgraph</code>'s changelog</a>.</em></p> <blockquote> <h2>1.2.6</h2> <h3>Patch Changes</h3> <ul> <li> <p><a href="https://redirect.github.com/langchain-ai/langgraphjs/pull/2241">#2241</a> <a href="https://github.com/langchain-ai/langgraphjs/commit/6ee23e819b5da43a5a0c62560f85a9037a427630"><code>6ee23e8</code></a> Thanks <a href="https://github.com/pawel-twardziak"><code>@pawel-twardziak</code></a>! - feat: add browser support for interrupt, writer, and other Node-only exports</p> <p>Export <code>interrupt</code>, <code>writer</code>, <code>pushMessage</code>, <code>getStore</code>, <code>getWriter</code>, <code>getConfig</code>, <code>getPreviousState</code>, <code>getCurrentTaskInput</code> from <code>web.ts</code> and add a <code>"browser"</code> condition to the <code>"."</code> package export so browser bundlers resolve to <code>web.js</code> instead of pulling in <code>node:async_hooks</code>.</p> </li> <li> <p><a href="https://redirect.github.com/langchain-ai/langgraphjs/pull/2245">#2245</a> <a href="https://github.com/langchain-ai/langgraphjs/commit/77af97650c0f1671338911994c2e355b29489528"><code>77af976</code></a> Thanks <a href="https://github.com/hntrl"><code>@hntrl</code></a>! - revert abort signal change that was causing problematic errors</p> </li> <li> <p><a href="https://redirect.github.com/langchain-ai/langgraphjs/pull/2242">#2242</a> <a href="https://github.com/langchain-ai/langgraphjs/commit/bdcf290198ce5cea4367ee8c9f1cbbbcf14d05e4"><code>bdcf290</code></a> Thanks <a href="https://github.com/hntrl"><code>@hntrl</code></a>! - clean up resolved checkpointer promises to reduce memory retention</p> </li> <li> <p>Updated dependencies [<a href="https://github.com/langchain-ai/langgraphjs/commit/88726dfe222aed64e5cd5dfa6f77f886b5a0d205"><code>88726df</code></a>, <a href="https://github.com/langchain-ai/langgraphjs/commit/7dfcbffd4805b2b4cc41f07f30be57ed732786b4"><code>7dfcbff</code></a>]:</p> <ul> <li><code>@langchain/langgraph-sdk</code><a href="https://github.com/1"><code>@1</code></a>.8.1</li> </ul> </li> </ul> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/langchain-ai/langgraphjs/commit/9905dd102e7f68d00fc026d950e8fda033c9dded"><code>9905dd1</code></a> chore: version packages (<a href="https://github.com/langchain-ai/langgraphjs/tree/HEAD/libs/langgraph-core/issues/2238">#2238</a>)</li> <li><a href="https://github.com/langchain-ai/langgraphjs/commit/bdcf290198ce5cea4367ee8c9f1cbbbcf14d05e4"><code>bdcf290</code></a> fix(langgraph): clean up resolved checkpointer promises to reduce memory rete...</li> <li><a href="https://github.com/langchain-ai/langgraphjs/commit/77af97650c0f1671338911994c2e355b29489528"><code>77af976</code></a> Revert "fix(core): prevent AbortSignal listener leak in stream() and streamEv...</li> <li><a href="https://github.com/langchain-ai/langgraphjs/commit/6ee23e819b5da43a5a0c62560f85a9037a427630"><code>6ee23e8</code></a> fix: add createAgent and middleware to browser entry points (<a href="https://github.com/langchain-ai/langgraphjs/tree/HEAD/libs/langgraph-core/issues/2241">#2241</a>)</li> <li><a href="https://github.com/langchain-ai/langgraphjs/commit/20feb58300765f2eec2c028f6d3deec8b548706d"><code>20feb58</code></a> feat: Add LangSmith integration metadata to langgraph (<a href="https://github.com/langchain-ai/langgraphjs/tree/HEAD/libs/langgraph-core/issues/2193">#2193</a>)</li> <li>See full diff in <a href="https://github.com/langchain-ai/langgraphjs/commits/@langchain/langgraph@1.2.6/libs/langgraph-core">compare view</a></li> </ul> </details> <br /> Updates `@typescript-eslint/eslint-plugin` from 8.57.2 to 8.58.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/typescript-eslint/typescript-eslint/releases"><code>@typescript-eslint/eslint-plugin</code>'s releases</a>.</em></p> <blockquote> <h2>v8.58.0</h2> <h2>8.58.0 (2026-03-30)</h2> <h3>🚀 Features</h3> <ul> <li>support TypeScript 6 (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12124">#12124</a>)</li> </ul> <h3>🩹 Fixes</h3> <ul> <li><strong>eslint-plugin:</strong> crash in <code>no-unnecessary-type-arguments</code> (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12163">#12163</a>)</li> <li><strong>eslint-plugin:</strong> [no-extraneous-class] handle index signatures (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12142">#12142</a>)</li> <li><strong>eslint-plugin:</strong> [prefer-regexp-exec] avoid fixing unknown RegExp flags (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12161">#12161</a>)</li> </ul> <h3>❤️ Thank You</h3> <ul> <li>ej shafran <a href="https://github.com/ej-shafran"><code>@ej-shafran</code></a></li> <li>Evyatar Daud <a href="https://github.com/StyleShit"><code>@StyleShit</code></a></li> <li>GG ZIBLAKING</li> <li>milkboy2564 <a href="https://github.com/SeolJaeHyeok"><code>@SeolJaeHyeok</code></a></li> <li>teee32 <a href="https://github.com/teee32"><code>@teee32</code></a></li> </ul> <p>See <a href="https://github.com/typescript-eslint/typescript-eslint/releases/tag/v8.58.0">GitHub Releases</a> for more information.</p> <p>You can read about our <a href="https://typescript-eslint.io/users/versioning">versioning strategy</a> and <a href="https://typescript-eslint.io/users/releases">releases</a> on our website.</p> </blockquote> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/typescript-eslint/typescript-eslint/blob/main/packages/eslint-plugin/CHANGELOG.md"><code>@typescript-eslint/eslint-plugin</code>'s changelog</a>.</em></p> <blockquote> <h2>8.58.0 (2026-03-30)</h2> <h3>🚀 Features</h3> <ul> <li>support TypeScript 6 (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12124">#12124</a>)</li> </ul> <h3>🩹 Fixes</h3> <ul> <li><strong>eslint-plugin:</strong> [prefer-regexp-exec] avoid fixing unknown RegExp flags (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12161">#12161</a>)</li> <li><strong>eslint-plugin:</strong> [no-extraneous-class] handle index signatures (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12142">#12142</a>)</li> <li><strong>eslint-plugin:</strong> crash in <code>no-unnecessary-type-arguments</code> (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12163">#12163</a>)</li> </ul> <h3>❤️ Thank You</h3> <ul> <li>ej shafran <a href="https://github.com/ej-shafran"><code>@ej-shafran</code></a></li> <li>Evyatar Daud <a href="https://github.com/StyleShit"><code>@StyleShit</code></a></li> <li>GG ZIBLAKING</li> <li>milkboy2564 <a href="https://github.com/SeolJaeHyeok"><code>@SeolJaeHyeok</code></a></li> <li>teee32 <a href="https://github.com/teee32"><code>@teee32</code></a></li> </ul> <p>See <a href="https://github.com/typescript-eslint/typescript-eslint/releases/tag/v8.58.0">GitHub Releases</a> for more information.</p> <p>You can read about our <a href="https://typescript-eslint.io/users/versioning">versioning strategy</a> and <a href="https://typescript-eslint.io/users/releases">releases</a> on our website.</p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/typescript-eslint/typescript-eslint/commit/493341709fe7d1d6433332b7bd2724e3332c7cdf"><code>4933417</code></a> chore(release): publish 8.58.0</li> <li><a href="https://github.com/typescript-eslint/typescript-eslint/commit/5a9bd366139c8e306dd78ae906d4389972de42b6"><code>5a9bd36</code></a> fix(eslint-plugin): [prefer-regexp-exec] avoid fixing unknown RegExp flags (#...</li> <li><a href="https://github.com/typescript-eslint/typescript-eslint/commit/edb90ebf7c75a71065bed719f3e72d18b830c6a0"><code>edb90eb</code></a> fix(eslint-plugin): [no-extraneous-class] handle index signatures (<a href="https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/eslint-plugin/issues/12142">#12142</a>)</li> <li><a href="https://github.com/typescript-eslint/typescript-eslint/commit/8cde2d06fb9bc591a4c93452509ddbd600c76a35"><code>8cde2d0</code></a> feat: support TypeScript 6 (<a href="https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/eslint-plugin/issues/12124">#12124</a>)</li> <li><a href="https://github.com/typescript-eslint/typescript-eslint/commit/1bf86c9f5c799916d12079c037c79e10b29cdc9c"><code>1bf86c9</code></a> fix(eslint-plugin): crash in <code>no-unnecessary-type-arguments</code> (<a href="https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/eslint-plugin/issues/12163">#12163</a>)</li> <li><a href="https://github.com/typescript-eslint/typescript-eslint/commit/e9cc25a794dbf82a241807f394489a2aad39ffae"><code>e9cc25a</code></a> docs(eslint-plugin): fix typo (<a href="https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/eslint-plugin/issues/12155">#12155</a>)</li> <li>See full diff in <a href="https://github.com/typescript-eslint/typescript-eslint/commits/v8.58.0/packages/eslint-plugin">compare view</a></li> </ul> </details> <br /> Updates `@typescript-eslint/parser` from 8.57.2 to 8.58.0 <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/typescript-eslint/typescript-eslint/releases"><code>@typescript-eslint/parser</code>'s releases</a>.</em></p> <blockquote> <h2>v8.58.0</h2> <h2>8.58.0 (2026-03-30)</h2> <h3>🚀 Features</h3> <ul> <li>support TypeScript 6 (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12124">#12124</a>)</li> </ul> <h3>🩹 Fixes</h3> <ul> <li><strong>eslint-plugin:</strong> crash in <code>no-unnecessary-type-arguments</code> (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12163">#12163</a>)</li> <li><strong>eslint-plugin:</strong> [no-extraneous-class] handle index signatures (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12142">#12142</a>)</li> <li><strong>eslint-plugin:</strong> [prefer-regexp-exec] avoid fixing unknown RegExp flags (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12161">#12161</a>)</li> </ul> <h3>❤️ Thank You</h3> <ul> <li>ej shafran <a href="https://github.com/ej-shafran"><code>@ej-shafran</code></a></li> <li>Evyatar Daud <a href="https://github.com/StyleShit"><code>@StyleShit</code></a></li> <li>GG ZIBLAKING</li> <li>milkboy2564 <a href="https://github.com/SeolJaeHyeok"><code>@SeolJaeHyeok</code></a></li> <li>teee32 <a href="https://github.com/teee32"><code>@teee32</code></a></li> </ul> <p>See <a href="https://github.com/typescript-eslint/typescript-eslint/releases/tag/v8.58.0">GitHub Releases</a> for more information.</p> <p>You can read about our <a href="https://typescript-eslint.io/users/versioning">versioning strategy</a> and <a href="https://typescript-eslint.io/users/releases">releases</a> on our website.</p> </blockquote> </details> <details> <summary>Changelog</summary> <p><em>Sourced from <a href="https://github.com/typescript-eslint/typescript-eslint/blob/main/packages/parser/CHANGELOG.md"><code>@typescript-eslint/parser</code>'s changelog</a>.</em></p> <blockquote> <h2>8.58.0 (2026-03-30)</h2> <h3>🚀 Features</h3> <ul> <li>support TypeScript 6 (<a href="https://redirect.github.com/typescript-eslint/typescript-eslint/pull/12124">#12124</a>)</li> </ul> <h3>❤️ Thank You</h3> <ul> <li>Evyatar Daud <a href="https://github.com/StyleShit"><code>@StyleShit</code></a></li> </ul> <p>See <a href="https://github.com/typescript-eslint/typescript-eslint/releases/tag/v8.58.0">GitHub Releases</a> for more information.</p> <p>You can read about our <a href="https://typescript-eslint.io/users/versioning">versioning strategy</a> and <a href="https://typescript-eslint.io/users/releases">releases</a> on our website.</p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/typescript-eslint/typescript-eslint/commit/493341709fe7d1d6433332b7bd2724e3332c7cdf"><code>4933417</code></a> chore(release): publish 8.58.0</li> <li><a href="https://github.com/typescript-eslint/typescript-eslint/commit/8cde2d06fb9bc591a4c93452509ddbd600c76a35"><code>8cde2d0</code></a> feat: support TypeScript 6 (<a href="https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/parser/issues/12124">#12124</a>)</li> <li>See full diff in <a href="https://github.com/typescript-eslint/typescript-eslint/commits/v8.58.0/packages/parser">compare view</a></li> </ul> </details> <br /> Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. 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New LangGraph.js Project
This template demonstrates a simple chatbot implemented using LangGraph.js, designed for LangGraph Studio. The chatbot maintains persistent chat memory, allowing for coherent conversations across multiple interactions.
The core logic, defined in src/agent/graph.ts, showcases a straightforward chatbot that responds to user queries while maintaining context from previous messages.
What it does
The simple chatbot:
- Takes a user message as input
- Maintains a history of the conversation
- Returns a placeholder response, updating the conversation history
This template provides a foundation that can be easily customized and extended to create more complex conversational agents.
Getting Started
Assuming you have already installed LangGraph Studio, to set up:
- Create a
.envfile. This template does not require any environment variables by default, but you will likely want to add some when customizing.
cp .env.example .env
- Open the folder in LangGraph Studio!
- Customize the code as needed.
How to customize
- Add an LLM call: You can select and install a chat model wrapper from the LangChain.js ecosystem, or use LangGraph.js without LangChain.js.
- Extend the graph: The core logic of the chatbot is defined in graph.ts. You can modify this file to add new nodes, edges, or change the flow of the conversation.
You can also extend this template by:
- Adding custom tools or functions to enhance the chatbot's capabilities.
- Implementing additional logic for handling specific types of user queries or tasks.
- Add retrieval-augmented generation (RAG) capabilities by integrating external APIs or databases to provide more customized responses.
Development
While iterating on your graph, you can edit past state and rerun your app from previous states to debug specific nodes. Local changes will be automatically applied via hot reload. Try experimenting with:
- Modifying the system prompt to give your chatbot a unique personality.
- Adding new nodes to the graph for more complex conversation flows.
- Implementing conditional logic to handle different types of user inputs.
Follow-up requests will be appended to the same thread. You can create an entirely new thread, clearing previous history, using the + button in the top right.
For more advanced features and examples, refer to the LangGraph.js documentation. These resources can help you adapt this template for your specific use case and build more sophisticated conversational agents.
LangGraph Studio also integrates with LangSmith for more in-depth tracing and collaboration with teammates, allowing you to analyze and optimize your chatbot's performance.
