-
-
Notifications
You must be signed in to change notification settings - Fork 1.7k
feat(core): Instrument LangGraph Agent #18114
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Merged
Merged
Changes from all commits
Commits
Show all changes
5 commits
Select commit
Hold shift + click to select a range
File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
10 changes: 10 additions & 0 deletions
10
dev-packages/node-integration-tests/suites/tracing/langgraph/instrument-with-pii.mjs
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,10 @@ | ||
| import * as Sentry from '@sentry/node'; | ||
| import { loggingTransport } from '@sentry-internal/node-integration-tests'; | ||
|
|
||
| Sentry.init({ | ||
| dsn: 'https://[email protected]/1337', | ||
| release: '1.0', | ||
| tracesSampleRate: 1.0, | ||
| sendDefaultPii: true, | ||
| transport: loggingTransport, | ||
| }); |
10 changes: 10 additions & 0 deletions
10
dev-packages/node-integration-tests/suites/tracing/langgraph/instrument.mjs
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,10 @@ | ||
| import * as Sentry from '@sentry/node'; | ||
| import { loggingTransport } from '@sentry-internal/node-integration-tests'; | ||
|
|
||
| Sentry.init({ | ||
| dsn: 'https://[email protected]/1337', | ||
| release: '1.0', | ||
| tracesSampleRate: 1.0, | ||
| sendDefaultPii: false, | ||
| transport: loggingTransport, | ||
| }); |
164 changes: 164 additions & 0 deletions
164
dev-packages/node-integration-tests/suites/tracing/langgraph/scenario-tools.mjs
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,164 @@ | ||
| import { tool } from '@langchain/core/tools'; | ||
| import { END, MessagesAnnotation, START, StateGraph } from '@langchain/langgraph'; | ||
| import { ToolNode } from '@langchain/langgraph/prebuilt'; | ||
| import * as Sentry from '@sentry/node'; | ||
| import { z } from 'zod'; | ||
|
|
||
| async function run() { | ||
| await Sentry.startSpan({ op: 'function', name: 'langgraph-tools-test' }, async () => { | ||
| // Define tools | ||
| const getWeatherTool = tool( | ||
| async ({ city }) => { | ||
| return JSON.stringify({ city, temperature: 72, condition: 'sunny' }); | ||
| }, | ||
| { | ||
| name: 'get_weather', | ||
| description: 'Get the current weather for a given city', | ||
| schema: z.object({ | ||
| city: z.string().describe('The city to get weather for'), | ||
| }), | ||
| }, | ||
| ); | ||
|
|
||
| const getTimeTool = tool( | ||
| async () => { | ||
| return new Date().toISOString(); | ||
| }, | ||
| { | ||
| name: 'get_time', | ||
| description: 'Get the current time', | ||
| schema: z.object({}), | ||
| }, | ||
| ); | ||
|
|
||
| const tools = [getWeatherTool, getTimeTool]; | ||
| const toolNode = new ToolNode(tools); | ||
|
|
||
| // Define mock LLM function that returns without tool calls | ||
| const mockLlm = () => { | ||
| return { | ||
| messages: [ | ||
| { | ||
| role: 'assistant', | ||
| content: 'Response without calling tools', | ||
| response_metadata: { | ||
| model_name: 'gpt-4-0613', | ||
| finish_reason: 'stop', | ||
| tokenUsage: { | ||
| promptTokens: 25, | ||
| completionTokens: 15, | ||
| totalTokens: 40, | ||
| }, | ||
| }, | ||
| tool_calls: [], | ||
| }, | ||
| ], | ||
| }; | ||
| }; | ||
|
|
||
| // Routing function - check if there are tool calls | ||
| const shouldContinue = state => { | ||
| const messages = state.messages; | ||
| const lastMessage = messages[messages.length - 1]; | ||
|
|
||
| // If the last message has tool_calls, route to tools, otherwise end | ||
| if (lastMessage.tool_calls && lastMessage.tool_calls.length > 0) { | ||
| return 'tools'; | ||
| } | ||
| return END; | ||
| }; | ||
|
|
||
| // Create graph with conditional edge to tools | ||
| const graph = new StateGraph(MessagesAnnotation) | ||
| .addNode('agent', mockLlm) | ||
| .addNode('tools', toolNode) | ||
| .addEdge(START, 'agent') | ||
| .addConditionalEdges('agent', shouldContinue, { | ||
| tools: 'tools', | ||
| [END]: END, | ||
| }) | ||
| .addEdge('tools', 'agent') | ||
| .compile({ name: 'tool_agent' }); | ||
|
|
||
| // Simple invocation - won't call tools since mockLlm returns empty tool_calls | ||
| await graph.invoke({ | ||
| messages: [{ role: 'user', content: 'What is the weather?' }], | ||
| }); | ||
|
|
||
| // Define mock LLM function that returns with tool calls | ||
| let callCount = 0; | ||
| const mockLlmWithTools = () => { | ||
| callCount++; | ||
|
|
||
| // First call - return tool calls | ||
| if (callCount === 1) { | ||
| return { | ||
| messages: [ | ||
| { | ||
| role: 'assistant', | ||
| content: '', | ||
| response_metadata: { | ||
| model_name: 'gpt-4-0613', | ||
| finish_reason: 'tool_calls', | ||
| tokenUsage: { | ||
| promptTokens: 30, | ||
| completionTokens: 20, | ||
| totalTokens: 50, | ||
| }, | ||
| }, | ||
| tool_calls: [ | ||
| { | ||
| name: 'get_weather', | ||
| args: { city: 'San Francisco' }, | ||
| id: 'call_123', | ||
| type: 'tool_call', | ||
| }, | ||
| ], | ||
| }, | ||
| ], | ||
| }; | ||
| } | ||
|
|
||
| // Second call - return final response after tool execution | ||
| return { | ||
| messages: [ | ||
| { | ||
| role: 'assistant', | ||
| content: 'Based on the weather data, it is sunny and 72 degrees in San Francisco.', | ||
| response_metadata: { | ||
| model_name: 'gpt-4-0613', | ||
| finish_reason: 'stop', | ||
| tokenUsage: { | ||
| promptTokens: 50, | ||
| completionTokens: 20, | ||
| totalTokens: 70, | ||
| }, | ||
| }, | ||
| tool_calls: [], | ||
| }, | ||
| ], | ||
| }; | ||
| }; | ||
|
|
||
| // Create graph with tool calls enabled | ||
| const graphWithTools = new StateGraph(MessagesAnnotation) | ||
| .addNode('agent', mockLlmWithTools) | ||
| .addNode('tools', toolNode) | ||
| .addEdge(START, 'agent') | ||
| .addConditionalEdges('agent', shouldContinue, { | ||
| tools: 'tools', | ||
| [END]: END, | ||
| }) | ||
| .addEdge('tools', 'agent') | ||
| .compile({ name: 'tool_calling_agent' }); | ||
|
|
||
| // Invocation that actually calls tools | ||
| await graphWithTools.invoke({ | ||
| messages: [{ role: 'user', content: 'What is the weather in San Francisco?' }], | ||
| }); | ||
| }); | ||
|
|
||
| await Sentry.flush(2000); | ||
| } | ||
|
|
||
| run(); | ||
52 changes: 52 additions & 0 deletions
52
dev-packages/node-integration-tests/suites/tracing/langgraph/scenario.mjs
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,52 @@ | ||
| import { END, MessagesAnnotation, START, StateGraph } from '@langchain/langgraph'; | ||
| import * as Sentry from '@sentry/node'; | ||
|
|
||
| async function run() { | ||
| await Sentry.startSpan({ op: 'function', name: 'langgraph-test' }, async () => { | ||
| // Define a simple mock LLM function | ||
| const mockLlm = () => { | ||
| return { | ||
| messages: [ | ||
| { | ||
| role: 'assistant', | ||
| content: 'Mock LLM response', | ||
| response_metadata: { | ||
| model_name: 'mock-model', | ||
| finish_reason: 'stop', | ||
| tokenUsage: { | ||
| promptTokens: 20, | ||
| completionTokens: 10, | ||
| totalTokens: 30, | ||
| }, | ||
| }, | ||
| }, | ||
| ], | ||
| }; | ||
| }; | ||
|
|
||
| // Create and compile the graph | ||
| const graph = new StateGraph(MessagesAnnotation) | ||
| .addNode('agent', mockLlm) | ||
| .addEdge(START, 'agent') | ||
| .addEdge('agent', END) | ||
| .compile({ name: 'weather_assistant' }); | ||
|
|
||
| // Test: basic invocation | ||
| await graph.invoke({ | ||
nicohrubec marked this conversation as resolved.
Show resolved
Hide resolved
|
||
| messages: [{ role: 'user', content: 'What is the weather today?' }], | ||
| }); | ||
|
|
||
| // Test: invocation with multiple messages | ||
| await graph.invoke({ | ||
| messages: [ | ||
| { role: 'user', content: 'Hello' }, | ||
| { role: 'assistant', content: 'Hi there!' }, | ||
| { role: 'user', content: 'Tell me about the weather' }, | ||
| ], | ||
| }); | ||
| }); | ||
|
|
||
| await Sentry.flush(2000); | ||
| } | ||
|
|
||
| run(); | ||
Oops, something went wrong.
Oops, something went wrong.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Uh oh!
There was an error while loading. Please reload this page.