From 9fa3de6c8eed4083ea81371919c10ccfb083b8ac Mon Sep 17 00:00:00 2001 From: Sam Brenner Date: Fri, 4 Apr 2025 16:47:10 -0400 Subject: [PATCH 1/5] add initial layout --- content/en/llm_observability/quickstart.md | 89 +++++++++++++++++++++- 1 file changed, 87 insertions(+), 2 deletions(-) diff --git a/content/en/llm_observability/quickstart.md b/content/en/llm_observability/quickstart.md index c8b53fd8cd608..39c02d8eb3991 100644 --- a/content/en/llm_observability/quickstart.md +++ b/content/en/llm_observability/quickstart.md @@ -19,7 +19,7 @@ This guide uses the LLM Observability SDKs for [Python][1] and [Node.js][2]. If ### Jupyter notebooks -To better understand LLM Observability terms and concepts, you can explore the examples in the [LLM Observability Jupyter Notebooks repository][12]. These notebooks provide a hands-on experience, and allow you to apply these concepts in real time. +To better understand LLM Observability terms and concepts, you can explore the examples in the [LLM Observability Jupyter Notebooks repository][12]. These notebooks provide a hands-on experience, and allow you to apply these concepts in real time. ## Command line @@ -67,7 +67,7 @@ To generate an LLM Observability trace, you can run a Python or Node.js script. DD_LLMOBS_AGENTLESS_ENABLED=1 ddtrace-run python quickstart.py ``` - Replace `` with your Datadog API key, and replace `` with your [Datadog site][2]. + Replace `` with your Datadog API key, and replace `` with your [Datadog site][2]. For more information about required environment variables, see [the SDK documentation][1]. @@ -129,6 +129,91 @@ The trace you see is composed of a single LLM span. The `ddtrace-run` or `NODE_O If your application consists of more elaborate prompting or complex chains or workflows involving LLMs, you can trace it using the [Setup documentation][11] and the [SDK documentation][1]. +## Tracing distributed proxy or gateway services + +Like any traditionally application, LLM applications can be implemented across multiple different microservices. With LLM Observability, if one of these services is a LLM proxy or gateway service, you can trace the LLM calls made by individual LLM applications in a complete end-to-end trace. + +### Enabling LLM Observability for a proxy or gateway service + +To enable LLM Observability for a proxy or gateway service that might be called from several different ML applications, you can enable LLM Observability without specifying an ML application name. + +{{< tabs >}} +{{% tab "Python" %}} + +```python +from ddtrace.llmobs import LLMObs +LLMObs.enable() + +def proxy_handler(request): + # Use the LLMObs SDK for manual instrumentation, or rely on auto-instrumentation + return response +``` + +{{% /tab %}} +{{% tab "Node.js" %}} + +```javascript +const tracer = require('dd-trace').init({ + llmobs: true +}); +const llmobs = tracer.llmobs; + +function proxyHandler(request) { + // Use the LLMObs SDK for manual instrumentation, or rely on auto-instrumentation + return response; +} +``` + +{{% /tab %}} +{{< /tabs >}} + + +In your specific applications that orchestrate the ML applications that make calls to the proxy or gateway service, enable LLM Observability with the ML application name: + +{{< tabs >}} +{{% tab "Python" %}} + +```python +from ddtrace.llmobs import LLMObs +LLMObs.enable(ml_app_name="my-ml-app") +``` + +{{% /tab %}} +{{% tab "Node.js" %}} + +```javascript +const tracer = require('dd-trace').init({ + llmobs: { + mlApp: 'my-ml-app' + } +}); +const llmobs = tracer.llmobs; +``` + +{{% /tab %}} +{{< /tabs >}} + +When making requests to the proxy or gateway service, the LLM Observability SDKs automatically propagate the ML application name from the original LLM application. + +### Observing LLM gateway and proxy services + +To observe the LLM calls made by a variety of ML applications: + +1. In the LLM trace view, view `All Applications` from the top-left dropdown. +2. Switch to the `All Spans` view in the top-right dropdown. +3. Filter the list by the `service` tag. + +[PUT IMAGE HERE] + +### Observing end-to-end usage of LLM applications making calls to a proxy or gateway service + +To observe the complete end-to-end usage of an LLM application that makes calls to a proxy or gateway service, you can filter for traces with that ML application name: + +1. In the LLM trace view, select the ML application name of interest from the top-left dropdown. +2. Switch to the `Traces` view in the top-right dropdown. + +[PUT IMAGE HERE] + ## Further Reading {{< partial name="whats-next/whats-next.html" >}} From a77384c4063b98b2e9e0c3dd66baf25f01146399 Mon Sep 17 00:00:00 2001 From: Sam Brenner Date: Tue, 8 Apr 2025 16:12:49 -0400 Subject: [PATCH 2/5] different code blocks --- content/en/llm_observability/quickstart.md | 187 ++++++++++++++++++++- 1 file changed, 179 insertions(+), 8 deletions(-) diff --git a/content/en/llm_observability/quickstart.md b/content/en/llm_observability/quickstart.md index 39c02d8eb3991..6d7a41b0d9b07 100644 --- a/content/en/llm_observability/quickstart.md +++ b/content/en/llm_observability/quickstart.md @@ -137,57 +137,228 @@ Like any traditionally application, LLM applications can be implemented across m To enable LLM Observability for a proxy or gateway service that might be called from several different ML applications, you can enable LLM Observability without specifying an ML application name. +As an example, create a proxy service that has a guardrail check, sensitive data scan, and finally makes an LLM call to OpenAI. + {{< tabs >}} {{% tab "Python" %}} +Install the necessary packages: + +```shell +pip install -U --quiet ddtrace openai flask +``` + +Add the following code to your proxy service: + ```python +# proxy.py from ddtrace.llmobs import LLMObs -LLMObs.enable() -def proxy_handler(request): - # Use the LLMObs SDK for manual instrumentation, or rely on auto-instrumentation - return response +LLMObs.enable(service="chat-proxy") + +from flask import Flask +import os +import openai + +client = openai.OpenAI(api_key=os.environ.get("OPENAI_API_KEY")) +app = Flask(__name__) + +def make_system_prompt(context): + return # use the context to make a system prompt + +@app.route('/chat') +def guardrail(req): + prompt = req.prompt + context = req.context + with LLMObs.task(name="guardrail-check"): + # check for harmful content + with LLMObs.task(name="sensitive-data-scan"): + # scan for sensitive data + response = client.chat.completions.create( + model="gpt-3.5-turbo", + content=[ + {"role": "system", "content": make_system_prompt(context)}, + {"role": "user", "content": prompt} + ] + ) + return { + "response": response.choices[0].message.content + } + +if __name__ == "__main__": + app.run(host="0.0.0.0", port=8080) +``` + +Run the proxy service: + +```shell +python proxy.py ``` {{% /tab %}} {{% tab "Node.js" %}} +Install the necessary packages: + +```shell +npm install dd-trace openai express +``` + +Add the following code to your proxy service: + ```javascript +// proxy.js const tracer = require('dd-trace').init({ llmobs: true }); const llmobs = tracer.llmobs; -function proxyHandler(request) { - // Use the LLMObs SDK for manual instrumentation, or rely on auto-instrumentation - return response; +const express = require('express'); +const OpenAI = require('openai'); + +const client = new OpenAI({ + apiKey: process.env.OPENAI_API_KEY +}); + + +const app = express(); +app.use(express.json()); + +function makeSystemPrompt(context) { + return // use the context to make a system prompt } + +app.post('/chat', async (req, res) => { + const { prompt, context } = req.body; + llmobs.trace({ name: 'guardrail-check', kind: 'task' }, async () => { + // check for harmful content + }); + llmobs.trace({ name: 'sensitive-data-scan', kind: 'task' }, async () => { + // scan for sensitive data + }); + const response = await client.chat.completions.create({ + model: 'gpt-3.5-turbo', + content: [ + { role: 'system', content: makeSystemPrompt(context) }, + { role: 'user', content: prompt } + ] + }); + res.json({ response: response.choices[0].message.content }); +}); + +app.listen(8080, () => { + console.log('Server is running on port 3000'); +}); +``` + +Run the proxy service: + +```shell +node proxy.js ``` {{% /tab %}} {{< /tabs >}} -In your specific applications that orchestrate the ML applications that make calls to the proxy or gateway service, enable LLM Observability with the ML application name: +In your specific applications that orchestrate the ML applications that make calls to the proxy or gateway service, enable LLM Observability with the ML application name, and wrap the proxy call in a `task` span: {{< tabs >}} {{% tab "Python" %}} +Install the necessary packages: + +```shell +pip install -U --quiet ddtrace requests +``` + +Add the following code to your proxy service: + ```python +# application.py from ddtrace.llmobs import LLMObs LLMObs.enable(ml_app_name="my-ml-app") + +import requests + +prompt = "What is the status of my order?" + +if __name__ == "__main__": + with LLMObs.workflow(name="run-chat"): + with LLMObs.retrieval(name="retrieve-context"): + with LLMObs.embedding(name="embed-prompt"): + embedding = # embed the prompt + with LLMObs.task(name="fetch-documents"): + documents = # fetch documents from embedding + with LLMObs.task(name="chat-proxy"): + response = requests.post("http://localhost:8080/chat", json={ + "prompt": "Hello, world!", + "context": documents + }) + + LLMObs.annotate( + input_data=prompt, + output_data=response.json() + ) +``` + +Run the application: + +```shell +python application.py ``` {{% /tab %}} {{% tab "Node.js" %}} +Install the necessary packages: + +```shell +npm install dd-trace axios +``` + ```javascript +// application.js const tracer = require('dd-trace').init({ llmobs: { mlApp: 'my-ml-app' } }); const llmobs = tracer.llmobs; + +const axios = require('axios'); + +async function main () { + llmobs.trace({ name: 'run-chat', kind: 'workflow' }, async () => { + const documents = llmobs.trace({ name: 'retrieve-context', kind: 'retrieval' }, async () => { + const embedding = llmobs.trace({ name: 'embed-prompt', kind: 'embedding' }, async () => { + const embedding = // embed the prompt + return embedding; + }); + const documents = // fetch documents from embedding + return documents; + }); + const response = llmobs.trace({ name: 'chat-proxy', kind: 'task' }, async () => { + return await axios.post('http://localhost:8080/chat', { + prompt: 'Hello, world!', + context: documents + }); + }) + + llmobs.annotate({ + inputData: prompt, + outputData: response.data + }) + }) +} + +main(); +``` + +Run the application: + +```shell +node application.js ``` {{% /tab %}} From 445f8a7d2c1f4dce28d316841eae220ef97e7cdb Mon Sep 17 00:00:00 2001 From: Sam Brenner Date: Tue, 8 Apr 2025 16:18:56 -0400 Subject: [PATCH 3/5] change to messages --- content/en/llm_observability/quickstart.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/en/llm_observability/quickstart.md b/content/en/llm_observability/quickstart.md index 6d7a41b0d9b07..f52471f4138f1 100644 --- a/content/en/llm_observability/quickstart.md +++ b/content/en/llm_observability/quickstart.md @@ -176,7 +176,7 @@ def guardrail(req): # scan for sensitive data response = client.chat.completions.create( model="gpt-3.5-turbo", - content=[ + messages=[ {"role": "system", "content": make_system_prompt(context)}, {"role": "user", "content": prompt} ] @@ -238,7 +238,7 @@ app.post('/chat', async (req, res) => { }); const response = await client.chat.completions.create({ model: 'gpt-3.5-turbo', - content: [ + messages: [ { role: 'system', content: makeSystemPrompt(context) }, { role: 'user', content: prompt } ] From eeca7552d1ecad03b792fa54876a27bbabcc30b3 Mon Sep 17 00:00:00 2001 From: Sam Brenner Date: Thu, 10 Apr 2025 14:54:25 -0400 Subject: [PATCH 4/5] update example --- content/en/llm_observability/quickstart.md | 170 +++------------------ 1 file changed, 19 insertions(+), 151 deletions(-) diff --git a/content/en/llm_observability/quickstart.md b/content/en/llm_observability/quickstart.md index f52471f4138f1..9193899fd6e55 100644 --- a/content/en/llm_observability/quickstart.md +++ b/content/en/llm_observability/quickstart.md @@ -137,75 +137,23 @@ Like any traditionally application, LLM applications can be implemented across m To enable LLM Observability for a proxy or gateway service that might be called from several different ML applications, you can enable LLM Observability without specifying an ML application name. -As an example, create a proxy service that has a guardrail check, sensitive data scan, and finally makes an LLM call to OpenAI. +In the proxy service, enable LLM Observability without specifying an ML application name. Optionally, you can specify a service name. {{< tabs >}} {{% tab "Python" %}} -Install the necessary packages: - -```shell -pip install -U --quiet ddtrace openai flask -``` - -Add the following code to your proxy service: - ```python # proxy.py from ddtrace.llmobs import LLMObs LLMObs.enable(service="chat-proxy") -from flask import Flask -import os -import openai - -client = openai.OpenAI(api_key=os.environ.get("OPENAI_API_KEY")) -app = Flask(__name__) - -def make_system_prompt(context): - return # use the context to make a system prompt - -@app.route('/chat') -def guardrail(req): - prompt = req.prompt - context = req.context - with LLMObs.task(name="guardrail-check"): - # check for harmful content - with LLMObs.task(name="sensitive-data-scan"): - # scan for sensitive data - response = client.chat.completions.create( - model="gpt-3.5-turbo", - messages=[ - {"role": "system", "content": make_system_prompt(context)}, - {"role": "user", "content": prompt} - ] - ) - return { - "response": response.choices[0].message.content - } - -if __name__ == "__main__": - app.run(host="0.0.0.0", port=8080) -``` - -Run the proxy service: - -```shell -python proxy.py +# proxy-specific logic, including guardrails, sensitive data scans, and the LLM call ``` {{% /tab %}} {{% tab "Node.js" %}} -Install the necessary packages: - -```shell -npm install dd-trace openai express -``` - -Add the following code to your proxy service: - ```javascript // proxy.js const tracer = require('dd-trace').init({ @@ -213,48 +161,7 @@ const tracer = require('dd-trace').init({ }); const llmobs = tracer.llmobs; -const express = require('express'); -const OpenAI = require('openai'); - -const client = new OpenAI({ - apiKey: process.env.OPENAI_API_KEY -}); - - -const app = express(); -app.use(express.json()); - -function makeSystemPrompt(context) { - return // use the context to make a system prompt -} - -app.post('/chat', async (req, res) => { - const { prompt, context } = req.body; - llmobs.trace({ name: 'guardrail-check', kind: 'task' }, async () => { - // check for harmful content - }); - llmobs.trace({ name: 'sensitive-data-scan', kind: 'task' }, async () => { - // scan for sensitive data - }); - const response = await client.chat.completions.create({ - model: 'gpt-3.5-turbo', - messages: [ - { role: 'system', content: makeSystemPrompt(context) }, - { role: 'user', content: prompt } - ] - }); - res.json({ response: response.choices[0].message.content }); -}); - -app.listen(8080, () => { - console.log('Server is running on port 3000'); -}); -``` - -Run the proxy service: - -```shell -node proxy.js +// proxy-specific logic, including guardrails, sensitive data scans, and the LLM call ``` {{% /tab %}} @@ -266,14 +173,6 @@ In your specific applications that orchestrate the ML applications that make cal {{< tabs >}} {{% tab "Python" %}} -Install the necessary packages: - -```shell -pip install -U --quiet ddtrace requests -``` - -Add the following code to your proxy service: - ```python # application.py from ddtrace.llmobs import LLMObs @@ -281,42 +180,22 @@ LLMObs.enable(ml_app_name="my-ml-app") import requests -prompt = "What is the status of my order?" - if __name__ == "__main__": with LLMObs.workflow(name="run-chat"): - with LLMObs.retrieval(name="retrieve-context"): - with LLMObs.embedding(name="embed-prompt"): - embedding = # embed the prompt - with LLMObs.task(name="fetch-documents"): - documents = # fetch documents from embedding - with LLMObs.task(name="chat-proxy"): + # other application-specific logic - RAG steps, parsing, etc. + + with LLMObs.task(name="chat-proxy"): # wrap the proxy call in a task span response = requests.post("http://localhost:8080/chat", json={ "prompt": "Hello, world!", "context": documents }) - LLMObs.annotate( - input_data=prompt, - output_data=response.json() - ) -``` - -Run the application: - -```shell -python application.py + # other application-specific logic handling the response ``` {{% /tab %}} {{% tab "Node.js" %}} -Install the necessary packages: - -```shell -npm install dd-trace axios -``` - ```javascript // application.js const tracer = require('dd-trace').init({ @@ -330,52 +209,41 @@ const axios = require('axios'); async function main () { llmobs.trace({ name: 'run-chat', kind: 'workflow' }, async () => { - const documents = llmobs.trace({ name: 'retrieve-context', kind: 'retrieval' }, async () => { - const embedding = llmobs.trace({ name: 'embed-prompt', kind: 'embedding' }, async () => { - const embedding = // embed the prompt - return embedding; - }); - const documents = // fetch documents from embedding - return documents; - }); + // other application-specific logic - RAG steps, parsing, etc. + + // wrap the proxy call in a task span const response = llmobs.trace({ name: 'chat-proxy', kind: 'task' }, async () => { return await axios.post('http://localhost:8080/chat', { prompt: 'Hello, world!', context: documents }); - }) + }); - llmobs.annotate({ - inputData: prompt, - outputData: response.data - }) - }) + // other application-specific logic handling the response + }); } main(); ``` -Run the application: - -```shell -node application.js -``` - {{% /tab %}} {{< /tabs >}} -When making requests to the proxy or gateway service, the LLM Observability SDKs automatically propagate the ML application name from the original LLM application. +When making requests to the proxy or gateway service, the LLM Observability SDKs automatically propagate the ML application name from the original LLM application. Additionally, the LLM Observability SDKs automatically tag the `task` span capturing the proxy or gateway service call with the tag `ml-proxy:custom`. ### Observing LLM gateway and proxy services -To observe the LLM calls made by a variety of ML applications: +To observe the tasks performed by a variety of ML applications in the proxy service: 1. In the LLM trace view, view `All Applications` from the top-left dropdown. 2. Switch to the `All Spans` view in the top-right dropdown. -3. Filter the list by the `service` tag. +3. Filter the list by the `ml-proxy:custom` tag. [PUT IMAGE HERE] +The spans listed are the parent spans of the any operations executed by the ML applications. To see all spans, and not just the top-level task spans, from the proxy service, you can instead filter by the `service` tag: + +[PUT IMAGE HERE] ### Observing end-to-end usage of LLM applications making calls to a proxy or gateway service To observe the complete end-to-end usage of an LLM application that makes calls to a proxy or gateway service, you can filter for traces with that ML application name: From 0a3d31bdd950d1d6f7fe893f3ab8f9ca80be7642 Mon Sep 17 00:00:00 2001 From: Sam Brenner Date: Fri, 11 Apr 2025 13:23:03 -0400 Subject: [PATCH 5/5] add images for assisted viewing --- content/en/llm_observability/quickstart.md | 13 +++++-------- .../all-spans-with-ml-proxy-tag.png | Bin 0 -> 86012 bytes .../all-spans-with-service-tag.png | Bin 0 -> 86006 bytes 3 files changed, 5 insertions(+), 8 deletions(-) create mode 100644 static/images/llm_observability/all-spans-with-ml-proxy-tag.png create mode 100644 static/images/llm_observability/all-spans-with-service-tag.png diff --git a/content/en/llm_observability/quickstart.md b/content/en/llm_observability/quickstart.md index 9193899fd6e55..3e400882755a9 100644 --- a/content/en/llm_observability/quickstart.md +++ b/content/en/llm_observability/quickstart.md @@ -186,8 +186,7 @@ if __name__ == "__main__": with LLMObs.task(name="chat-proxy"): # wrap the proxy call in a task span response = requests.post("http://localhost:8080/chat", json={ - "prompt": "Hello, world!", - "context": documents + # data to pass to the proxy service }) # other application-specific logic handling the response @@ -214,8 +213,7 @@ async function main () { // wrap the proxy call in a task span const response = llmobs.trace({ name: 'chat-proxy', kind: 'task' }, async () => { return await axios.post('http://localhost:8080/chat', { - prompt: 'Hello, world!', - context: documents + // data to pass to the proxy service }); }); @@ -239,11 +237,12 @@ To observe the tasks performed by a variety of ML applications in the proxy serv 2. Switch to the `All Spans` view in the top-right dropdown. 3. Filter the list by the `ml-proxy:custom` tag. -[PUT IMAGE HERE] +{{< img src="llm_observability/all-spans-with-ml-proxy-tag.png" alt="View all spans from all ML applications with the ml-proxy tag set to custom" style="width:100%;" >}} The spans listed are the parent spans of the any operations executed by the ML applications. To see all spans, and not just the top-level task spans, from the proxy service, you can instead filter by the `service` tag: -[PUT IMAGE HERE] +{{< img src="llm_observability/all-spans-with-service-tag.png" alt="View all spans from all ML applications with the service tag" style="width:100%;" >}} + ### Observing end-to-end usage of LLM applications making calls to a proxy or gateway service To observe the complete end-to-end usage of an LLM application that makes calls to a proxy or gateway service, you can filter for traces with that ML application name: @@ -251,8 +250,6 @@ To observe the complete end-to-end usage of an LLM application that makes calls 1. In the LLM trace view, select the ML application name of interest from the top-left dropdown. 2. 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