From ab4891586c2b8692b93071033e88ec7dfce32a54 Mon Sep 17 00:00:00 2001 From: perinim Date: Mon, 2 Jun 2025 15:55:05 +0200 Subject: [PATCH 1/3] docs: nested tracing in promptflow --- docs/observability/how_to_guides/index.md | 1 + .../how_to_guides/promptflow_tracing.mdx | 175 ++++++++++++++++++ .../static/promptflow_langsmith.png | Bin 0 -> 261617 bytes 3 files changed, 176 insertions(+) create mode 100644 docs/observability/how_to_guides/promptflow_tracing.mdx create mode 100644 docs/observability/how_to_guides/static/promptflow_langsmith.png diff --git a/docs/observability/how_to_guides/index.md b/docs/observability/how_to_guides/index.md index aebc8d02e..d64b876fa 100644 --- a/docs/observability/how_to_guides/index.md +++ b/docs/observability/how_to_guides/index.md @@ -22,6 +22,7 @@ Set up LangSmith tracing to get visibility into your production applications. - [Vercel AI SDK (JS only)](./how_to_guides/trace_with_vercel_ai_sdk) - [OpenTelemetry](./how_to_guides/trace_with_opentelemetry) - [OpenAI Agent SDK (Python only)](./how_to_guides/trace_with_openai_agents_sdk) +- [PromptFlow](./how_to_guides/promptflow_tracing) ### Advanced configuration diff --git a/docs/observability/how_to_guides/promptflow_tracing.mdx b/docs/observability/how_to_guides/promptflow_tracing.mdx new file mode 100644 index 000000000..559d4fb66 --- /dev/null +++ b/docs/observability/how_to_guides/promptflow_tracing.mdx @@ -0,0 +1,175 @@ +--- +sidebar_position: 17 +--- + +# Propagating LangSmith Traces in PromptFlow + +## Introduction + +This tutorial explains how to correctly propagate LangSmith traces in a [PromptFlow](https://github.com/microsoft/promptflow) application. We'll cover how to create nested traces, pass run tree information between nodes, and integrate LangGraph within a PromptFlow tool. + +## Prerequisites + +Before getting started, make sure you have: + +- PromptFlow installed and configured +- LangSmith API key set up in your environment +- Basic understanding of PromptFlow's DAG structure + +## Setting Up LangSmith Tracing in PromptFlow + +### Basic Node Setup + +When creating a PromptFlow application, each node can be traced as a separate trace in LangSmith. To achieve this, you use the `@traceable` decorator from LangSmith along with the `@tool` decorator from PromptFlow. + +Here's the basic structure for a node: + +```python +from promptflow.core import tool +import langsmith as ls + +@ls.traceable(run_type="chain") +@tool +def my_tool_function(input_parameter: str) -> str: + # Your logic here + processed = f"Processed: {input_parameter}" + return processed +``` + +## Creating Nested Traces + +To create nested traces (where one trace is a child of another), you need to: + +1. Get the current run tree headers in the parent node +2. Pass those headers to the child node via the `langsmith_extra` parameter +3. Use those headers in the child node + +### Parent Node Example + +```python +from promptflow.core import tool +import langsmith as ls +from langsmith.run_helpers import get_current_run_tree + +@ls.traceable(run_type="chain") +@tool +def parent_node(input_text: str) -> dict: + # Your custom logic here + processed = f"Processed: {input_text}" + + # Get current run tree headers to pass downstream + run_tree = get_current_run_tree() + headers = run_tree.to_headers() if run_tree else {} + + return { + "processed": processed, + "langsmith_extra": { + "parent": headers + } + } +``` + +### Child Node Example + +```python +from promptflow.core import tool +import langsmith as ls + +@ls.traceable(run_type="chain") +@tool +def child_node(processed_text: str, langsmith_extra: dict = None) -> str: + # Your logic here + enhanced_text = f"Enhanced: {processed_text}" + return enhanced_text +``` + +### Flow YAML Configuration + +Here's how to configure the flow.dag.yaml to connect these nodes with proper trace propagation: + +```yaml +inputs: + user_input: + type: string + +outputs: + final_output: + type: string + reference: ${child.output} + +nodes: +- name: parent + type: python + source: + type: code + path: parent_node.py + function: parent_node + inputs: + input_text: ${inputs.user_input} + +- name: child + type: python + source: + type: code + path: child_node.py + function: child_node + inputs: + processed_text: ${parent.output.processed} + langsmith_extra: ${parent.output.langsmith_extra} +``` + +## Important Considerations + +1. **Decorator Order**: The order of decorators matters. Place the LangSmith `@traceable` decorator before the PromptFlow `@tool` decorator. + +2. **Return Type**: Make sure to correctly specify the return type of your function in the function signature to match what you're actually returning. + +3. **Headers Propagation**: Always check if the run_tree exists before calling to_headers() to avoid errors. + +## Using LangGraph with PromptFlow and LangSmith + +You can run a LangGraph graph inside a PromptFlow tool, and it will be automatically traced within LangSmith. Here's an example: + +```python +from promptflow.core import tool +import langsmith as ls +from langgraph.prebuilt import create_react_agent +from langchain_openai import ChatOpenAI +from langchain_core.tools import tool as langchain_tool + +# Define a tool for the LangGraph agent +@langchain_tool +def get_weather(city): + """Get weather information for a city.""" + if city == "nyc": + return "Cloudy in NYC" + elif city == "sf": + return "Sunny in SF" + else: + return "Unknown city" + +# Create the agent +model = ChatOpenAI(model="gpt-4o-mini") +tools = [get_weather] +agent = create_react_agent(model, tools=tools) + +@ls.traceable(run_type="chain") +@tool +def graph_node(input_text: str, langsmith_extra: dict = None) -> str: + # Process the input + processed = f"Processing query: {input_text}" + + # Invoke the LangGraph agent + response = agent.invoke({ + "messages": [{"role": "user", "content": input_text}] + }) + + return f"Agent response: {response}" +``` + +This will produce the following trace tree in LangSmith: +![](./static/promptflow_langsmith.png) + +:::tip Note +Find out more about Nested Traces in LangSmith [here](/observability/how_to_guides/nest_traces). +::: \ No newline at end of file diff --git a/docs/observability/how_to_guides/static/promptflow_langsmith.png b/docs/observability/how_to_guides/static/promptflow_langsmith.png new file mode 100644 index 0000000000000000000000000000000000000000..55ec274bef8d544183beeb0d69c504925b799905 GIT binary patch literal 261617 zcmaI71z1#F*DyTbASGRbAVWy0q;yJmhqSb`beD8@cZYOKD&0tTcX!u+xS#iZl>5Kl zZ>}?Q_N=q_+OgJNd)4ummJ~ulz(W9mKu99O{IVbroI3~vwuE~QK*l!lLqVVy;)Z;D z(jt6(5NS(ueM1vH5J=cRS_$@(TsL-#sw@#0j-N+#Qvx*{oktYzz56M#pQtdj7rG9w zbXjH~La{o3X~uU*00C;5mJ)XRz6v%X)!QBIU&RgZP}WmQP0S0-cK0`f@oodGcI)%( zpx-lBvWCb7@I1w&QrH-~gLtt~eZ)4<(7&JYe||oD3H>7q0}BiJGwzoMjrlpSUwPwt z+UT{xgWG!*-f%S#2pz^EL7KYD`w{}OkL021edbQ#-EcL^k&j;D^GWDAfmf}lKZAU& zi2sQErD&>z+6$aza!}aVm9z455Z+vv!5Sic8Zv<(ViGBD8CaX!&&AS;9FZsmu?(rw 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z7cY=cNM9GA;WxWahW56$LAP(;c8B)eI25#^Rb{);YfgSz0CKreBY0BaT}?Pyhy?uA-<1|4q~b zit5O2vn__z7swRgNeXT_(_(=M1*~?D?9L`H0*r-HSJhI Date: Mon, 2 Jun 2025 15:59:01 +0200 Subject: [PATCH 2/3] docs: run format --- .../how_to_guides/promptflow_tracing.mdx | 76 +++++++++---------- 1 file changed, 37 insertions(+), 39 deletions(-) diff --git a/docs/observability/how_to_guides/promptflow_tracing.mdx b/docs/observability/how_to_guides/promptflow_tracing.mdx index 559d4fb66..736debb88 100644 --- a/docs/observability/how_to_guides/promptflow_tracing.mdx +++ b/docs/observability/how_to_guides/promptflow_tracing.mdx @@ -53,14 +53,14 @@ from langsmith.run_helpers import get_current_run_tree @ls.traceable(run_type="chain") @tool -def parent_node(input_text: str) -> dict: - # Your custom logic here +def parent_node(input_text: str) -> dict: + # Your custom logic here processed = f"Processed: {input_text}" - + # Get current run tree headers to pass downstream run_tree = get_current_run_tree() headers = run_tree.to_headers() if run_tree else {} - + return { "processed": processed, "langsmith_extra": { @@ -88,43 +88,41 @@ def child_node(processed_text: str, langsmith_extra: dict = None) -> str: Here's how to configure the flow.dag.yaml to connect these nodes with proper trace propagation: ```yaml -inputs: - user_input: - type: string - -outputs: - final_output: - type: string - reference: ${child.output} - -nodes: -- name: parent - type: python - source: - type: code - path: parent_node.py - function: parent_node - inputs: - input_text: ${inputs.user_input} - -- name: child - type: python - source: - type: code - path: child_node.py - function: child_node - inputs: - processed_text: ${parent.output.processed} - langsmith_extra: ${parent.output.langsmith_extra} +inputs: + user_input: + type: string + +outputs: + final_output: + type: string + reference: ${child.output} + +nodes: + - name: parent + type: python + source: + type: code + path: parent_node.py + function: parent_node + inputs: + input_text: ${inputs.user_input} + + - name: child + type: python + source: + type: code + path: child_node.py + function: child_node + inputs: + processed_text: ${parent.output.processed} + langsmith_extra: ${parent.output.langsmith_extra} ``` ## Important Considerations -1. **Decorator Order**: The order of decorators matters. Place the LangSmith `@traceable` decorator before the PromptFlow `@tool` decorator. - -2. **Return Type**: Make sure to correctly specify the return type of your function in the function signature to match what you're actually returning. +1. **Return Type**: Make sure to correctly specify the return type of your function in the function signature to match what you're actually returning. -3. **Headers Propagation**: Always check if the run_tree exists before calling to_headers() to avoid errors. +2. **Headers Propagation**: Always check if the run_tree exists before calling to_headers() to avoid errors. ## Using LangGraph with PromptFlow and LangSmith @@ -158,12 +156,12 @@ agent = create_react_agent(model, tools=tools) def graph_node(input_text: str, langsmith_extra: dict = None) -> str: # Process the input processed = f"Processing query: {input_text}" - + # Invoke the LangGraph agent response = agent.invoke({ "messages": [{"role": "user", "content": input_text}] }) - + return f"Agent response: {response}" ``` @@ -172,4 +170,4 @@ This will produce the following trace tree in LangSmith: :::tip Note Find out more about Nested Traces in LangSmith [here](/observability/how_to_guides/nest_traces). -::: \ No newline at end of file +::: From 7a654f8fbf056ebd97cf3033dff3e460f078b78b Mon Sep 17 00:00:00 2001 From: perinim Date: Tue, 17 Jun 2025 13:38:13 +0200 Subject: [PATCH 3/3] docs: added review improvements --- .../how_to_guides/promptflow_tracing.mdx | 24 +++++++++---------- 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/docs/observability/how_to_guides/promptflow_tracing.mdx b/docs/observability/how_to_guides/promptflow_tracing.mdx index 736debb88..b134b2d11 100644 --- a/docs/observability/how_to_guides/promptflow_tracing.mdx +++ b/docs/observability/how_to_guides/promptflow_tracing.mdx @@ -2,11 +2,11 @@ sidebar_position: 17 --- -# Propagating LangSmith Traces in PromptFlow +# Tracing PromptFlow applications in LangSmith ## Introduction -This tutorial explains how to correctly propagate LangSmith traces in a [PromptFlow](https://github.com/microsoft/promptflow) application. We'll cover how to create nested traces, pass run tree information between nodes, and integrate LangGraph within a PromptFlow tool. +This tutorial shows how to correctly trace a [PromptFlow](https://github.com/microsoft/promptflow) application in LangSmith. It covers initial setup, creating nested traces between nodes, and integrating LangGraph within a PromptFlow tool. ## Prerequisites @@ -16,9 +16,9 @@ Before getting started, make sure you have: - LangSmith API key set up in your environment - Basic understanding of PromptFlow's DAG structure -## Setting Up LangSmith Tracing in PromptFlow +## Setting up LangSmith tracing in PromptFlow -### Basic Node Setup +### Basic node setup When creating a PromptFlow application, each node can be traced as a separate trace in LangSmith. To achieve this, you use the `@traceable` decorator from LangSmith along with the `@tool` decorator from PromptFlow. @@ -36,7 +36,7 @@ def my_tool_function(input_parameter: str) -> str: return processed ``` -## Creating Nested Traces +## Creating nested traces To create nested traces (where one trace is a child of another), you need to: @@ -44,7 +44,7 @@ To create nested traces (where one trace is a child of another), you need to: 2. Pass those headers to the child node via the `langsmith_extra` parameter 3. Use those headers in the child node -### Parent Node Example +### Parent node example ```python from promptflow.core import tool @@ -69,7 +69,7 @@ def parent_node(input_text: str) -> dict: } ``` -### Child Node Example +### Child node example ```python from promptflow.core import tool @@ -83,7 +83,7 @@ def child_node(processed_text: str, langsmith_extra: dict = None) -> str: return enhanced_text ``` -### Flow YAML Configuration +### Flow YAML configuration Here's how to configure the flow.dag.yaml to connect these nodes with proper trace propagation: @@ -118,11 +118,11 @@ nodes: langsmith_extra: ${parent.output.langsmith_extra} ``` -## Important Considerations +## Important considerations -1. **Return Type**: Make sure to correctly specify the return type of your function in the function signature to match what you're actually returning. +1. **Return type**: Make sure to correctly specify the return type of your function in the function signature to match what you're actually returning. -2. **Headers Propagation**: Always check if the run_tree exists before calling to_headers() to avoid errors. +2. **Headers propagation**: Always check if the run_tree exists before calling to_headers() to avoid errors. ## Using LangGraph with PromptFlow and LangSmith @@ -169,5 +169,5 @@ This will produce the following trace tree in LangSmith: ![](./static/promptflow_langsmith.png) :::tip Note -Find out more about Nested Traces in LangSmith [here](/observability/how_to_guides/nest_traces). +Find out more about nested traces in LangSmith [here](/observability/how_to_guides/nest_traces). :::