From c053b58936f537823de7e96e2ad0764484c12bcc Mon Sep 17 00:00:00 2001 From: Nick Stogner Date: Sun, 27 Oct 2024 10:57:39 -0400 Subject: [PATCH 1/6] Deep Chat integration --- examples/deep-chat/index.html | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) create mode 100644 examples/deep-chat/index.html diff --git a/examples/deep-chat/index.html b/examples/deep-chat/index.html new file mode 100644 index 00000000..5dd8328b --- /dev/null +++ b/examples/deep-chat/index.html @@ -0,0 +1,20 @@ + + + + + + + + + + + + +

Deep Chat

+ + + + \ No newline at end of file From 039b1d0d905ca0162a16f2317e8d460a08eb2031 Mon Sep 17 00:00:00 2001 From: Nick Stogner Date: Tue, 29 Oct 2024 07:17:01 -0500 Subject: [PATCH 2/6] Add private deep-chat example --- examples/deep-chat/index.html | 20 ----- examples/private-deep-chat/go.mod | 3 + examples/private-deep-chat/main.go | 94 ++++++++++++++++++++ examples/private-deep-chat/static/index.html | 19 ++++ 4 files changed, 116 insertions(+), 20 deletions(-) delete mode 100644 examples/deep-chat/index.html create mode 100644 examples/private-deep-chat/go.mod create mode 100644 examples/private-deep-chat/main.go create mode 100644 examples/private-deep-chat/static/index.html diff --git a/examples/deep-chat/index.html b/examples/deep-chat/index.html deleted file mode 100644 index 5dd8328b..00000000 --- a/examples/deep-chat/index.html +++ /dev/null @@ -1,20 +0,0 @@ - - - - - - - - - - - - -

Deep Chat

- - - - \ No newline at end of file diff --git a/examples/private-deep-chat/go.mod b/examples/private-deep-chat/go.mod new file mode 100644 index 00000000..c1254113 --- /dev/null +++ b/examples/private-deep-chat/go.mod @@ -0,0 +1,3 @@ +module private-chat + +go 1.22.0 diff --git a/examples/private-deep-chat/main.go b/examples/private-deep-chat/main.go new file mode 100644 index 00000000..6f16e725 --- /dev/null +++ b/examples/private-deep-chat/main.go @@ -0,0 +1,94 @@ +package main + +import ( + "fmt" + "log" + "net/http" + "net/http/httputil" + "net/url" + "os" + "strings" +) + +// Run a web server that serves static content and proxies inference +// requests to KubeAI. +// Control access with basic auth. +func main() { + kubeAIURL, err := url.Parse(os.Getenv("KUBEAI_ADDR")) + if err != nil { + log.Fatalf("failed to parse KubeAI address: %v", err) + } + + staticHandler := http.FileServer(http.Dir("static")) + proxyHandler := httputil.NewSingleHostReverseProxy(kubeAIURL) + + http.Handle("/", authUser(staticHandler)) + http.Handle("/openai/", authUserToKubeAI(proxyHandler)) //authUserToKubeAI(proxyHandler)) + + listenAddr := os.Getenv("LISTEN_ADDR") + log.Printf("listening on %s", listenAddr) + log.Fatal(http.ListenAndServe(listenAddr, nil)) +} + +func authUser(h http.Handler) http.Handler { + return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { + user, pass, ok := r.BasicAuth() + if _, matches := authenticate(user, pass); !ok || !matches { + w.Header().Set("WWW-Authenticate", `Basic realm="Restricted"`) + http.Error(w, "Unauthorized", http.StatusUnauthorized) + return + } + h.ServeHTTP(w, r) + }) +} + +func authUserToKubeAI(h http.Handler) http.Handler { + return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { + user, pass, basicAuthProvided := r.BasicAuth() + + tenancy, authenticated := authenticate(user, pass) + + log.Printf("%s: %s - authenticating: basicAuthProvided=%t, user=%q, pass=%q, tenancy=%q, authenticated=%t", + r.Method, r.URL.Path, + basicAuthProvided, + user, pass, strings.Join(tenancy, ","), + authenticated, + ) + + if !basicAuthProvided || !authenticated || len(tenancy) == 0 { + w.Header().Set("WWW-Authenticate", `Basic realm="Restricted"`) + http.Error(w, "Unauthorized", http.StatusUnauthorized) + return + } + + r.Header.Set("X-Label-Selector", fmt.Sprintf("tenancy in (%s)", + strings.Join(tenancy, ","), + )) + + h.ServeHTTP(w, r) + }) +} + +// authenticate checks the provided username and password. +// If the user is authenticated, it returns the tenancy groups the user belongs to. +func authenticate(user, pass string) ([]string, bool) { + // In a real application, this would be a database lookup. + userTable := map[string]struct { + password string + tenancy []string + }{ + "nick": {"nickspass", []string{"group-a"}}, + "sam": {"samspass", []string{"group-b"}}, + "joe": {"joespass", []string{"group-a", "group-b"}}, + } + + row, ok := userTable[user] + if !ok { + return nil, false + } + if row.password != pass { + return nil, false + } + + return row.tenancy, true +} diff --git a/examples/private-deep-chat/static/index.html b/examples/private-deep-chat/static/index.html new file mode 100644 index 00000000..64747456 --- /dev/null +++ b/examples/private-deep-chat/static/index.html @@ -0,0 +1,19 @@ + + + + + + + + + + + + + + \ No newline at end of file From f0e822e0411120ca887e291f4ca3a7b254dea584 Mon Sep 17 00:00:00 2001 From: Nick Stogner Date: Tue, 29 Oct 2024 20:00:01 -0400 Subject: [PATCH 3/6] Add diagram --- .../private-deep-chat/diagram.excalidraw.png | Bin 0 -> 44569 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 examples/private-deep-chat/diagram.excalidraw.png diff --git a/examples/private-deep-chat/diagram.excalidraw.png b/examples/private-deep-chat/diagram.excalidraw.png new file mode 100644 index 0000000000000000000000000000000000000000..2724a2db9e2048376ac499ae9f2721e87c8f5d1c GIT binary patch literal 44569 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The Chat UI is powered by [Deep Chat](https://deepchat.dev/) - a flexible web component that is easy to embed into any frontend web app framework or simple HTML page. KubeAI will be used to ensure that all chat interactions are kept private within the cluster. + +![Private Chat UI](../diagrams/private-chat-ui.excalidraw.png) + +## Guide + +Follow the local installation guide in the [quickstart section](/). Avoid installing any models. + +```bash +git clone https://github.com/substratusai/kubeai +cd ./kubeai/examples/private-deep-chat +``` + +Build the private chat application and load the image into the local kind cluster. + +```bash +docker build -t private-deep-chat:latest . +kind load docker-image private-deep-chat:latest +``` + +Deploy the private chat application along with some KubeAI Models. + +```bash +kubectl apply -f ./manifests +``` + +Start a port-forward. + +```bash +kubectl port-forward svc/private-deep-chat 8000:80 +``` + +In your browser, navigate to localhost:8000. + +Login as any of the following users: + +|User|Password | +|----|---------| +|nick|nickspass| +|sam |samspass | +|joe |joespass | + +These users each have access to different KubeAI Models. You can see this assignment by looking at the user mapping in `./main.go` and the associated `tenancy` label on the Models in `./manifests/models.yaml`. \ No newline at end of file diff --git a/examples/private-deep-chat/Dockerfile b/examples/private-deep-chat/Dockerfile new file mode 100644 index 00000000..aabcf134 --- /dev/null +++ b/examples/private-deep-chat/Dockerfile @@ -0,0 +1,18 @@ +FROM golang:1.23 AS builder + +WORKDIR /workspace +COPY go.* . + +RUN go mod download + +COPY main.go main.go +RUN CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -a -o server ./main.go + +FROM gcr.io/distroless/static:nonroot + +WORKDIR /app +COPY --from=builder /workspace/server /app/ +COPY ./static /app/static +USER 65532:65532 + +ENTRYPOINT ["/app/server"] diff --git a/examples/private-deep-chat/diagram.excalidraw.png b/examples/private-deep-chat/diagram.excalidraw.png deleted file mode 100644 index 2724a2db9e2048376ac499ae9f2721e87c8f5d1c..0000000000000000000000000000000000000000 GIT binary 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+ Model: + +
+ + directConnection='{"openAI":{"chat": {"model": ""}, "key": "placeholder", "validateKeyProperty": false}}' + textInput='{"placeholder":{"text": "Chat with a model!"}}'> + \ No newline at end of file From 1cade32d401d2f5119c30a8744c2c09f30e701a3 Mon Sep 17 00:00:00 2001 From: Nick Stogner Date: Wed, 30 Oct 2024 22:12:18 -0400 Subject: [PATCH 5/6] Add OSS blurb --- docs/tutorials/private-chat-app.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/tutorials/private-chat-app.md b/docs/tutorials/private-chat-app.md index faa6152a..33e911b7 100644 --- a/docs/tutorials/private-chat-app.md +++ b/docs/tutorials/private-chat-app.md @@ -1,6 +1,6 @@ # Private Chat App -In this tutorial you are going to deploy a custom, multitenant private chat application. The Chat UI is powered by [Deep Chat](https://deepchat.dev/) - a flexible web component that is easy to embed into any frontend web app framework or simple HTML page. KubeAI will be used to ensure that all chat interactions are kept private within the cluster. +In this tutorial you are going to deploy a custom, multitenant private chat application. The Chat UI is powered by [Deep Chat](https://deepchat.dev/) - an open source web component that is easy to embed into any frontend web app framework or simple HTML page. KubeAI will be used to ensure that all chat interactions are kept private within the cluster. ![Private Chat UI](../diagrams/private-chat-ui.excalidraw.png) From 99ef61673318e503dc9bc89bfb18dba00a26171b Mon Sep 17 00:00:00 2001 From: Nick Stogner Date: Thu, 31 Oct 2024 05:09:02 -0500 Subject: [PATCH 6/6] Polish --- docs/diagrams/private-chat-ui.excalidraw.png | Bin 56071 -> 0 bytes .../diagrams/private-deep-chat.excalidraw.png | Bin 0 -> 58336 bytes docs/screenshots/private-deep-chat.png | Bin 0 -> 576809 bytes docs/tutorials/private-chat-app.md | 45 ---------- docs/tutorials/private-deep-chat.md | 83 ++++++++++++++++++ examples/private-deep-chat/main.go | 7 -- .../private-deep-chat/manifests/models.yaml | 12 +-- examples/private-deep-chat/static/index.html | 10 +-- 8 files changed, 91 insertions(+), 66 deletions(-) delete mode 100644 docs/diagrams/private-chat-ui.excalidraw.png create mode 100644 docs/diagrams/private-deep-chat.excalidraw.png create mode 100644 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zDb;phx`gckrd9ydTC7sNu99kcYOI3`6*^n}zqR0gm|p|M~yV;L88SI(Un%d5h@0ufHvRlI8m98}R4g MKG(f@drn>bU*UmizyJUM literal 0 HcmV?d00001 diff --git a/docs/tutorials/private-chat-app.md b/docs/tutorials/private-chat-app.md deleted file mode 100644 index 33e911b7..00000000 --- a/docs/tutorials/private-chat-app.md +++ /dev/null @@ -1,45 +0,0 @@ -# Private Chat App - -In this tutorial you are going to deploy a custom, multitenant private chat application. The Chat UI is powered by [Deep Chat](https://deepchat.dev/) - an open source web component that is easy to embed into any frontend web app framework or simple HTML page. KubeAI will be used to ensure that all chat interactions are kept private within the cluster. - -![Private Chat UI](../diagrams/private-chat-ui.excalidraw.png) - -## Guide - -Follow the local installation guide in the [quickstart section](/). Avoid installing any models. - -```bash -git clone https://github.com/substratusai/kubeai -cd ./kubeai/examples/private-deep-chat -``` - -Build the private chat application and load the image into the local kind cluster. - -```bash -docker build -t private-deep-chat:latest . -kind load docker-image private-deep-chat:latest -``` - -Deploy the private chat application along with some KubeAI Models. - -```bash -kubectl apply -f ./manifests -``` - -Start a port-forward. - -```bash -kubectl port-forward svc/private-deep-chat 8000:80 -``` - -In your browser, navigate to localhost:8000. - -Login as any of the following users: - -|User|Password | -|----|---------| -|nick|nickspass| -|sam |samspass | -|joe |joespass | - -These users each have access to different KubeAI Models. You can see this assignment by looking at the user mapping in `./main.go` and the associated `tenancy` label on the Models in `./manifests/models.yaml`. \ No newline at end of file diff --git a/docs/tutorials/private-deep-chat.md b/docs/tutorials/private-deep-chat.md new file mode 100644 index 00000000..6726f0d3 --- /dev/null +++ b/docs/tutorials/private-deep-chat.md @@ -0,0 +1,83 @@ +# Private Deep Chat + +In this tutorial you are going to deploy a custom, multitenant, private chat application. The Chat UI is powered by Deep Chat - an open source web component that is easy to embed into any frontend web app framework or simple HTML page. KubeAI will be used to ensure that all chat interactions are kept private within the cluster. + +![Screenshot](../screenshots/private-deep-chat.png) + +In this example, we will deploy a custom Go server that will authenticate users using Basic Authentication. When a webpage is requested, a simple HTML page with the `` web component will be served. We will configure Deep Chat and KubeAI to communicate using the OpenAI API format: + +```html + + +``` + +When the HTML page loads we will use Javascript to make an initial request to fetch available models. The Go server will proxy this request to KubeAI: + +```go +proxyHandler := httputil.NewSingleHostReverseProxy(kubeAIURL) + +http.Handle("/openai/", authUserToKubeAI(proxyHandler)) +``` + +The server will translate the username and password provided in the basic auth header into a label selector that will tell KubeAI to filter the models it returns. The same approach will also be used to enforce access at inference-time. + +```go +r.Header.Set("X-Label-Selector", fmt.Sprintf("tenancy in (%s)", + strings.Join(tenancy, ","), +)) +``` + +While this is a simple example application, this overall architecture can be used when incorporating chat into a production application. + +![Architecture](../diagrams/private-deep-chat.excalidraw.png) + +## Guide + +Create a local cluster with kind and install KubeAI. + +```bash +kind create cluster + +helm repo add kubeai https://www.kubeai.org && helm repo update +helm install kubeai kubeai/kubeai --set openwebui.enabled=false --wait --timeout 5m +``` + +Clone the KubeAI repo and navigate to the example directory. + +```bash +git clone https://github.com/substratusai/kubeai +cd ./kubeai/examples/private-deep-chat +``` + +Build the private chat application and load the image into the local kind cluster. + +```bash +docker build -t private-deep-chat:latest . +kind load docker-image private-deep-chat:latest +``` + +Deploy the private chat application along with some KubeAI Models. + +```bash +kubectl apply -f ./manifests +``` + +Start a port-forward. + +```bash +kubectl port-forward svc/private-deep-chat 8000:80 +``` + +In your browser, navigate to localhost:8000. + +Login as any of the following users: + +|User|Password | +|----|---------| +|nick|nickspass| +|sam |samspass | +|joe |joespass | + +These users each have access to different KubeAI Models. You can see this assignment by looking at the user mapping in `./main.go` and the associated `tenancy` label on the Models in `./manifests/models.yaml`. \ No newline at end of file diff --git a/examples/private-deep-chat/main.go b/examples/private-deep-chat/main.go index 776fb8b9..60f615e9 100644 --- a/examples/private-deep-chat/main.go +++ b/examples/private-deep-chat/main.go @@ -48,13 +48,6 @@ func authUserToKubeAI(h http.Handler) http.Handler { tenancy, authenticated := authenticate(user, pass) - log.Printf("%s: %s - authenticating: basicAuthProvided=%t, user=%q, pass=%q, tenancy=%q, authenticated=%t", - r.Method, r.URL.Path, - basicAuthProvided, - user, pass, strings.Join(tenancy, ","), - authenticated, - ) - if !basicAuthProvided || !authenticated || len(tenancy) == 0 { w.Header().Set("WWW-Authenticate", `Basic realm="Restricted"`) http.Error(w, "Unauthorized", http.StatusUnauthorized) diff --git a/examples/private-deep-chat/manifests/models.yaml b/examples/private-deep-chat/manifests/models.yaml index 1e61983b..109f46a6 100644 --- a/examples/private-deep-chat/manifests/models.yaml +++ b/examples/private-deep-chat/manifests/models.yaml @@ -1,7 +1,7 @@ apiVersion: kubeai.org/v1 kind: Model metadata: - name: gemma2-2b-cpu + name: gemma2-a labels: tenancy: group-a spec: @@ -14,12 +14,12 @@ spec: apiVersion: kubeai.org/v1 kind: Model metadata: - name: opt-125m-cpu + name: gemma2-b labels: tenancy: group-b spec: features: [TextGeneration] - owner: facebook - url: hf://facebook/opt-125m - engine: VLLM - resourceProfile: cpu:1 + owner: google + url: ollama://gemma2:2b + engine: OLlama + resourceProfile: cpu:2 \ No newline at end of file diff --git a/examples/private-deep-chat/static/index.html b/examples/private-deep-chat/static/index.html index b44e9067..441da6a6 100644 --- a/examples/private-deep-chat/static/index.html +++ b/examples/private-deep-chat/static/index.html @@ -13,8 +13,7 @@ - { const selectedValue = event.target.value; const selectedText = event.target.options[event.target.selectedIndex].text;