From 69f4aa8d604ff838a0bc0f0b6029ad057aeb007d Mon Sep 17 00:00:00 2001 From: Roy Derks Date: Tue, 15 Oct 2024 16:09:28 -0700 Subject: [PATCH 1/6] Update agents tutorials Signed-off-by: Roy Derks --- README.md | 14 +++--- examples/agents/README.md | 42 +++++++++--------- examples/agents/demo-app/src/helpers.js | 38 ++++++++++------ .../wxflows_cli-1.0.0rc172-py3-none-any.whl | Bin 0 -> 286862 bytes examples/rag-question-answer/README.md | 8 ++-- examples/rag-question-answer/app/index.html | 2 +- examples/rag-question-answer/app/src/App.jsx | 6 +-- examples/webpage-summarization/README.md | 6 +-- 8 files changed, 65 insertions(+), 51 deletions(-) create mode 100644 examples/agents/demo-app/wxflows_cli-1.0.0rc172-py3-none-any.whl diff --git a/README.md b/README.md index 3daca59..f8d3bfd 100644 --- a/README.md +++ b/README.md @@ -1,19 +1,21 @@ -# watsonx Flows Engine +# watsonx.ai Flows Engine -Examples and tutorials for building AI applications with [watsonx Flows Engine](https://ibm.biz/wxflows-dashboard). +Examples and tutorials for building AI applications with [watsonx.ai Flows Engine](https://ibm.biz/wxflows-dashboard). -[![building AI applications with watsonx Flows Engine](http://img.youtube.com/vi/XmG71GxxLzI/0.jpg)](http://www.youtube.com/watch?v=XmG71GxxLzI "Video Title") +[![building AI applications with watsonx.ai Flows Engine](http://img.youtube.com/vi/75J7M0TM6/0.jpg)](http://www.youtube.com/watch?v=75J7M0TM6 "Video Title") ## Examples -- [RAG question & answer application](./examples/rag-question-answer/) +- [Agents](./examples/agents/) +- [RAG](./examples/rag-question-answer/) +- [Summarization](./examples/webpage-summarization/) ## Links - [IBM Developer YouTube](https://www.youtube.com/@IBMDeveloperAdvocates/videos) - [IBM Developer Blog](https://developer.ibm.com) -- [watsonx Flows Engine on Discord](https://discord.com/invite/NzCQQWm7Xs) +- [watsonx.ai Flows Engine on Discord](https://ibm.biz/wxflows-discord) ## Support -Please [reach out to us on Discord](https://discord.com/invite/NzCQQWm7Xs) if you have any questions or want to share feedback. We'd love to hear from you! +Please [reach out to us on Discord](https://ibm.biz/wxflows-discord) if you have any questions or want to share feedback. We'd love to hear from you! diff --git a/examples/agents/README.md b/examples/agents/README.md index 42cfeff..f3e3c95 100644 --- a/examples/agents/README.md +++ b/examples/agents/README.md @@ -135,9 +135,17 @@ cd ../ 2. Authenticate to your LLM provider: + - **OpenAI** + + Create a new file called `.env` and fill it with your OpenAI API key: + + ``` + export STEPZEN_OPENAI_API_KEY= + ``` + - **watsonx.ai** - In the terminal run the following with your credentials (see below): + Create a new file called `.env` and fill it with your own credentials (see below): ``` export STEPZEN_WATSONX_HOST=us-south.ml.cloud.ibm.com @@ -158,24 +166,16 @@ cd ../ - Click Create. - Click Copy to copy and save the API key, or click Download. - 2. **OpenAI** - - In the terminal run the following with your OpenAI API key: - - ``` - export STEPZEN_OPENAI_API_KEY= - ``` - 3. Register the endpoints as tools ``` wxflows init --endpoint-name api/basicdemo-agents \ --import-name customers --import-url api/basicdemo-customers \ - --import-tool-description "Retrieve customer information" --import-tool-fields "customerBySearchQuery" \ + --import-tool-name customers --import-tool-description "Retrieve customer information" --import-tool-fields "customerBySearchQuery" \ --import-name orders --import-url api/basicdemo-orders --import-prefix "MYSQL_" \ - --import-tool-description "Retrieve order information for customers" \ + --import-tool-name orders --import-tool-description "Retrieve order information for customers" \ --import-name exchange --import-url api/basicdemo-exchange \ - --import-tool-description "Convert currency, supports historical rates" --import-tool-fields "exchangeRates" + --import-tool-name exchange --import-tool-description "Convert currency, supports historical rates" --import-tool-fields "exchangeRates" ``` 4. Deploy the generated `wxflows.toml` file by running: @@ -190,17 +190,19 @@ cd ../ 1. Use the `demo-app` app. Install the dependencies: -``` -cd demo-app -npm i -``` + ``` + cd demo-app + npm i + ``` 2. Add the meta agent endpoint and apikey to `.env`: -``` -VITE_WXFLOWS_ENDPOINT= -VITE_WXFLOWS_APIKEY= -``` + ``` + VITE_WXFLOWS_ENDPOINT= + VITE_WXFLOWS_APIKEY= + VITE_AI_ENGINE= + ``` + To retrieve your API Key you can run the command `wxflows whoami --apikey` in your terminal. The value for `VITE_AI_ENGINE` is either `openai` or `wx` (for watsonx.ai). 3. Start the application: diff --git a/examples/agents/demo-app/src/helpers.js b/examples/agents/demo-app/src/helpers.js index 189c970..361ef4b 100644 --- a/examples/agents/demo-app/src/helpers.js +++ b/examples/agents/demo-app/src/helpers.js @@ -1,10 +1,22 @@ -const endpoint = import.meta.env.VITE_WXFLOWS_ENDPOINT; -const apikey = import.meta.env.VITE_WXFLOWS_APIKEY; +const ENDPOINT = import.meta.env.VITE_WXFLOWS_ENDPOINT; +const APIKEY = import.meta.env.VITE_WXFLOWS_APIKEY; +const AI_ENGINE = import.meta.env.VITE_WXFLOWS_AI_ENGINE || 'openai' + +const AI_ENGINES = { + 'wx': { + FLOW_NAME: 'wx_chatContent', + MODEL: 'mistralai/mistral-large' + }, + 'openai': { + FLOW_NAME: 'openAI_ChatContent', + MODEL: 'gpt-4-turbo' + } +} export async function fetchTools() { let headers = {}; headers["Content-Type"] = "application/json"; - headers["Authorization"] = `apikey ${apikey}`; + headers["Authorization"] = `apikey ${APIKEY}`; let graphql = JSON.stringify({ query: ` @@ -38,7 +50,7 @@ fragment T on TC_Tool { body: graphql, }; - const result = await fetch(endpoint, requestOptions) + const result = await fetch(ENDPOINT, requestOptions) .then((response) => response.json()) .then((result) => result) .catch((error) => console.log("error", error)); @@ -46,17 +58,17 @@ fragment T on TC_Tool { return result?.data?.tc_tools; } -async function callWxFlows(messages, tools) { +async function callWxFlows(flowName, model, messages, tools) { let headers = {}; headers["Content-Type"] = "application/json"; - headers["Authorization"] = `apikey ${apikey}`; + headers["Authorization"] = `APIKEY ${APIKEY}`; let graphql = JSON.stringify({ query: ` query AgentCalling($messages: InputMessages, $tools: [TC_ToolInput]) { - wx_chatContent( + ${[flowName]}( max_tokens: 500 - model: "mistralai/mistral-large" + model: "${model}" messages: $messages tools: $tools ) { @@ -91,12 +103,12 @@ query AgentCalling($messages: InputMessages, $tools: [TC_ToolInput]) { body: graphql, }; - const result = await fetch(endpoint, requestOptions) + const result = await fetch(ENDPOINT, requestOptions) .then((response) => response.json()) .then((result) => result) .catch((error) => console.log("error", error)); - console.log("wx_chatContent: ", JSON.stringify(result)); - return result?.data?.wx_chatContent; + console.log("chat response: ", JSON.stringify(result)); + return result?.data?.[flowName]; } export async function getAnswer(messages) { @@ -104,9 +116,7 @@ export async function getAnswer(messages) { tools = await fetchTools(); - let result = await callWxFlows(messages, tools); - - console.log("RESULT", { result, raw: JSON.stringify(result) }); + let result = await callWxFlows(AI_ENGINES[AI_ENGINE].FLOW_NAME, AI_ENGINES[AI_ENGINE].MODEL, messages, tools) if ( result?.[0]?.finish_reason === "tool_calls" && diff --git a/examples/agents/demo-app/wxflows_cli-1.0.0rc172-py3-none-any.whl b/examples/agents/demo-app/wxflows_cli-1.0.0rc172-py3-none-any.whl new file mode 100644 index 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zpjTuk=9}|w7_2vju!}TyQFh08z#qX2wjZYcS#l^G-n(I(ux?mS3>mu%Dw#cEkD0+6GyuT5cc31R>R7^d49K7yZi%tm89 zJ&C*hh(%Y#BNTY*J4jHmze!*}^BaTc=7@9h0!@P>?&kj2O_SdY(E>m}^G?70w6TLj zA`*5pZwm)M{3sYId7$sI{U*uk_OFD0;b=)2hfuFTPqPmOgXg#DY7CHHg80v++%C$D zl!Cv;iUI)BgPo3wJpSu^5*h0brUWzz>*qhqUL%S1k zZe)@K*_XT%?`3&z)zXy)FfO72> .env @@ -92,5 +92,5 @@ Make sure the `flowName` variable on line 12 in `/src/callWxflows.js` match your ## Support -Please [reach out to us on Discord](https://discord.com/invite/NzCQQWm7Xs) if you have any questions or want to share feedback. We'd love to hear from you! +Please [reach out to us on Discord](https://ibm.biz/wxflows-discord) if you have any questions or want to share feedback. We'd love to hear from you! diff --git a/examples/rag-question-answer/app/index.html b/examples/rag-question-answer/app/index.html index 418117a..bc9e78b 100644 --- a/examples/rag-question-answer/app/index.html +++ b/examples/rag-question-answer/app/index.html @@ -4,7 +4,7 @@ - RAG Example | IBM watsonx flows engine + RAG Example | IBM watsonx.ai flows engine

diff --git a/examples/rag-question-answer/app/src/App.jsx b/examples/rag-question-answer/app/src/App.jsx index 4d47e66..859dde1 100644 --- a/examples/rag-question-answer/app/src/App.jsx +++ b/examples/rag-question-answer/app/src/App.jsx @@ -38,7 +38,7 @@ function App() {
- RAG Example | IBM watsonx flows engine + RAG Example | IBM watsonx.ai flows engine
@@ -52,7 +52,7 @@ function App() { - Want to build your own AI applications with watsonx Flows Engine? }> + Want to build your own AI applications with watsonx.ai Flows Engine? }> You can find the instructions here or have a look at the documentation. @@ -62,7 +62,7 @@ function App() {