From 6c359cb0ac5710360f3a5316ef2cc7f839f25470 Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Mon, 16 Dec 2024 15:30:03 -0500 Subject: [PATCH 01/17] Add envoy AI gateway API proposal Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 309 ++++++++++++++++++ 1 file changed, 309 insertions(+) create mode 100644 docs/proposals/001-ai-gateway-proposal/proposal.md diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md new file mode 100644 index 00000000..8b10f16c --- /dev/null +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -0,0 +1,309 @@ +# Envoy AI Gateway + +## Proposal Status + ***Draft*** + +## Table of Contents + + + +- [Summary](#summary) +- [Goals](#goals) +- [Non-Goals](#non-goals) +- [Proposal](#proposal) + - [Personas](#personas) + - [Inference Platform Admin](#inference-platform-admin) + - [Axioms](#axioms) + - [LLMRoute](#llmroute) + - [LLMBackend](#llmbackend) + - [Spec](#spec) + - [Diagrams](#diagrams) + - [Alternatives](#alternatives) +- [FAQ](#faq) +- [Open Questions](#open-questions) + + + +## Summary + +This proposal introduces four new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **LLMRoute**, **LLMBackend** and **LLMTrafficPolicy**. + +* The `LLMRoute` specifies the schema for the user requests and routing rules associated with a list of `LLMBackend`. +* The `LLMBackend` defines the request schema for various LLM providers. This resource is managed by the Inference Platform Admin persona. +* The `LLMTrafficPolicy` defines the traffic management policies, including rate limiting for token usage. +* The `LLMProviderPolicy` defines the authentication policy for LLM provider using the API token or OIDC federation. + +## Goals + +- Drive the consensus on the Envoy AI Gateway API for the MVP features +- Documentation of API decisions for posterity + +## Non-Goals + +- non-MVP features +- Routing for LLM serving instances in a Kubernetes cluster + +## Proposal + +### Personas + +Before diving into the details of the API, descriptions of the personas will help shape the thought process of the API design. + +#### Inference Platform Admin + +The Inference Platform Admin manages the gateway infrastructure necessary to route inference requests to a variety of LLM providers. Including handling Ops for: + - A list of LLM providers and supported models + - LLM provider API schema conversion and centralized upstream authentication configurations. + - Traffic policy including rate limiting, fallback resilience between providers. + +#### Payment Team + +- Reports the per user/tenant LLM token usage for billing purpose. + +### Axioms + +The API design is based on these axioms: + +- This solution should be composable with other Gateway solutions. +- Gateway architecture should be extensible when customization is required. +- The MVP heavily assumes that the requests are done using the OpenAI spec, but open to the extension in the future. + + +### LLMRoute + +`LLMRoute` defines the unified user request schema and the routing rules to a list of supported `LLMBackend`s. + +- LLMRoute serves as a way to define the unified AI Gateway API which allows downstream clients to use a single schema API to interact with multiple `LLMBackend`s. +- The `HTTPRoute` spec is embed to allow defining the routing rules based on HTTP routing headers which can either be sent by user or determined by the ai gateway. + +#### Spec + +```golang +// LLMRouteSpec details the LLMRoute configuration. +type LLMRouteSpec struct { +// APISchema specifies the API schema of the input that the target Gateway(s) will receive. +// Based on this schema, the ai-gateway will perform the necessary transformation to the +// output schema specified in the selected LLMBackend during the routing process. +// +// Currently, the only supported schema is OpenAI as the input schema. +// +// +kubebuilder:validation:Required +// +kubebuilder:validation:XValidation:rule="self.schema == 'OpenAI'" +APISchema LLMAPISchema `json:"inputSchema"` +// HTTPRoute is the base HTTPRouteSpec (https://gateway-api.sigs.k8s.io/api-types/httproute/) in +// the Gateway API on which this LLMRoute will be implemented. AI Gateway controller will generate a HTTPRoute based +// on the configuration given here with the additional modifications to achieve the necessary jobs, +// notably inserting the AI Gateway external processor filter. +// +// In the matching rules in the HTTPRoute here, `x-envoy-ai-gateway-llm-model` header +// can be used to describe the routing behavior. +// +// Currently, only the exact header matching is supported, otherwise the configuration will be rejected. +// +// +kubebuilder:validation:Required +HTTPRoute gwapiv1.HTTPRouteSpec `json:"httpRoute"` +} +``` + + +### LLMBackend + +`LLMBackend` defines the LLM provider API schema and a reference to the envoy gateway backend + +- The Gateway routes the traffic to the appropriate `LLMBackend` by converting the unified API schema to the LLM provider API schema. +- The LLMBackend is attached with the upstream provider security policy and traffic policies to perform other necessary jobs for upstream authentication and rate limiting. + +```golang +// LLMBackendSpec details the LLMBackend configuration. +type LLMBackendSpec struct { +// APISchema specifies the API schema of the output format of requests from +// Envoy that this LLMBackend can accept as incoming requests. +// Based on this schema, the ai-gateway will perform the necessary transformation for +// the pair of LLMRouteSpec.APISchema and LLMBackendSpec.APISchema. +// +// This is required to be set. +// +// +kubebuilder:validation:Required +APISchema LLMAPISchema `json:"outputSchema"` +// BackendRef is the reference to the Backend resource that this LLMBackend corresponds to. +// +// A backend can be of either k8s Service or Backend resource of Envoy Gateway. +// +// This is required to be set. +// +// +kubebuilder:validation:Required +BackendRef egv1a1.BackendRef `json:"backendRef"` +} +``` + +### LLMSecurityPolicy + +```golang +// LLMSecurityPolicySpec specifies a provider (e.g.AWS Bedrock, Azure etc.) specific-configuration like auth +type LLMSecurityPolicySpec struct { +// Type specifies the type of the provider. Currently, only "APIKey" and "AWS_IAM" are supported. +// +// +kubebuilder:validation:Enum=APIKey;AWS_IAM +Type AuthenticationType `json:"type"` + +// APIKey specific configuration. The API key will be injected into the Authorization header. +// +optional +APIKey *LLMProviderAPIKey `json:"apiKey,omitempty"` +} +``` + +### LLMTrafficPolicy + +`LLMTrafficPolicy` defines the rate limiting rules to track the token usage, the token usage can be specified at the per-model, per-user or `user-model` combinations. + + +```go +// LLMBackendTrafficPolicy controls the flow of traffic to the backend. +type LLMBackendTrafficPolicy struct { + metav1.TypeMeta `json:",inline"` + metav1.ObjectMeta `json:"metadata,omitempty"` + // Spec defines the details of the LLMBackend traffic policy. + Spec LLMBackendTrafficPolicySpec `json:"spec,omitempty"` +} + +// LLMBackendTrafficPolicySpec defines the details of llm backend traffic policy +// like rateLimit, timeout etc. +type LLMBackendTrafficPolicySpec struct { + // BackendRefs lists the LLMBackends that this traffic policy will apply + // The namespace is "local", i.e. the same namespace as the LLMRoute. + // + BackendRef LLMBackendLocalRef `json:"backendRef,omitempty"` + // RateLimit defines the rate limit policy. + RateLimit *LLMTrafficPolicyRateLimit `json:"rateLimit,omitempty"` +} +``` + +```go +type LLMTrafficPolicyRateLimit struct { + // Rules defines the rate limit rules. + Rules []LLMTrafficPolicyRateLimitRule `json:"rules,omitempty"` +} + +// LLMTrafficPolicyRateLimitRule defines the details of the rate limit policy. +type LLMTrafficPolicyRateLimitRule struct { +// Headers is a list of request headers to match. Multiple header values are ANDed together, +// meaning, a request MUST match all the specified headers. +// At least one of headers or sourceCIDR condition must be specified. +Headers []LLMPolicyRateLimitHeaderMatch `json:"headers,omitempty"` +// +kubebuilder:validation:MinItems=1 +Limits []LLMPolicyRateLimitValue `json:"limits"` +} +``` + +### Yaml Examples + +#### LLMRoutes(s) +`LLMRoute` embeds the `HTTPRoute` spec and users can configure the routing rules in a standardized way via `HTTPRoute` while +leveraging the LLM specific information e.g `x-envoy-ai-gateway-llm-model` HTTP header. The routing calculation in the `ExtProc` +is done by analyzing the match rules on `HTTPRoute` spec to emulate the behavior in order to perform the request/response transformation, +because the routing decision is made at the very end of the filter chain. + +```yaml +apiVersion: aigateway.envoyproxy.io/v1alpha1 +kind: LLMRoute +metadata: + name: llama-3-route +spec: + inputSchema: OpenAI + httpRoute: + matches: + - headers: + key: x-envoy-ai-gateway-llm-model + value: llama3-70b + backendRefs: + - name: kserve-backend + weight: 20 + - name: aws-bedrock-backend + weight: 80 +``` + +`LLMBackend` +```yaml +apiVersion: aigateway.envoyproxy.io/v1alpha1 +kind: LLMBackend +metadata: + name: kserve +spec: + outputSchema: OpenAI + backendRef: kserve-backend + trafficPolicy: llama-ratelimit +--- +apiVersion: aigateway.envoyproxy.io/v1alpha1 +kind: LLMBackend +metadata: + name: aws-bedrock-llama-3 +spec: + outputSchema: AWSBedrock + backendRef: aws-bedrock-backend + trafficPolicy: claude-ratelimit +``` + +#### LLMTrafficPolicy + +```yaml +apiVersion: aigateway.envoyproxy.io/v1alpha1 +kind: LLMTrafficPolicy +metadata: + name: llama-ratelimit +spec: + rateLimit: + rules: + - headers: + - name: x-ai-gateway-llm-model-name + type: exact + value: llama-3.3-70b-instruction + - name: x-user-id + type: Distinct + limits: + - type: token + quantity: 10 + tokenUsageExpression: + expr: "$response_body.usage.total_tokens | tonumber" +``` + +### Control Plane +Envoy AI Gateway extends Envoy Gateway using an Extension Server. Envoy Gateway can be configured to call an external server over gRPC with +the xDS configuration before it is sent to Envoy Proxy. The Envoy Gateway extension Server provides a mechanism where Envoy Gateway tracks +custom resources and then calls a set of hooks that allow the generated xDS configuration to be modified before it is sent to Envoy Proxy. + +AI Gateway ExtProc controller watches the `LLMRoute` resource and perform the follow steps: +- Reconciles the envoy gateway ext proc deployment and creates the extension policy. +- Reconciles the envoy proxy deployment and attach the AWS credential if the provider is AWS. +- Reconciles `LLMRoute` to configure the routing rules via `HTTPRoute` spec. + +When envoy gateway starts it builds the HTTP filter chain: +- Rate limit filter +- AWS signing filter +- AI Gateway ExtProc filter + +### Data Plane + +Much of this is better explained visually: + +Below is a detailed view how an inference request works on envoy AI gateway + + +This diagram lightly follows the example request for routing to Anthropic claude 3.5 sonnet model on AWS Bedrock. +The flow can be described as: +- The request comes in to envoy AI gateway(Ext-Proc) +- Ext Authorization filter is applied for checking if the user or account is authorized to access the model +- ExtProc looks up the model name claude-3.5-sonnet from the request and inject the request header `x-ai-gateway-llm-model-name` +- ExtProc extracts the request header for the LLM backend `x-ai-gateway-llm-backend` +- ExtProc translates the user inference request (OpenAI) to the data schema according to the LLM provider +- ExtProc injects the API key or refreshes the AWS credential for upstream provider authentication +- Rate limiting is applied for request based usage tracking +- AWS signing filter is applied for authenticating with AWS Bedrock service if the backend is targeted to AWS +- Routing rule is applied to route the request to the specified or calculated destination. + + +## FAQ + + + +## Open Questions + From 595379be7310fb8d1f4a0dbee29916340b1dbc5d Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Thu, 19 Dec 2024 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zTK!UaruMdi?e3%0*nt{FuMpS+Mf!4Jh8BGI;M4<}%@_!@&A@B;^)svR5YbXW!X zeynb`f_Mg;@`W2fK}&dX%+*BMkNDYf9G+5NIQ!C2lF{HArUVQjZ;ImV+aGepC+ipM zfQrZd#1GN+LdG^!=+q=o_9wJa8(;`%kG)q;U;r4S_*@#ayV=q168hAhW;)^IWc^e> zw4F6@igNu#G|bNH9*6yWL2;@>L|Hn>kWw*H;rF(nF=^v)Qb1m?2+7_WCm z)!c1d8?w4)A~#;&&e7ljf6ZcnOf z{vT<_3cm^;P$kBxnb`c*{~nWv)iB^aaKl5zzV8zM4}`*gu#FW2-nNg_0R!}}o;&;N zF4mL%d?9-Me;MfDV=z~2q1#Z>=zmVo{~N?og@?d4r;y!&5^NR$OPf9auAuBp1KY_d z4jd8tz__d$-31B(aX?Q!{kpsi(^ETuMM4X|!Cj0pq45(JurIUTek*c|6I?t1_wE9V zvzi8A0grCelyIP5EB~&P#RwlEJ>b~MLuQ}v=)vl+U=Pr*r(XNNMK?@gLIKd(obm~~ z+R=(72BxQ?3O|D4>a*Y*?_kC@wg5XMo Date: Wed, 25 Dec 2024 11:05:02 -0500 Subject: [PATCH 03/17] Update the design doc Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 41 ++++++++++--------- 1 file changed, 21 insertions(+), 20 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index 902f7ca9..d64b9ae8 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -16,9 +16,8 @@ - [Axioms](#axioms) - [LLMRoute](#llmroute) - [LLMBackend](#llmbackend) - - [Spec](#spec) + - [LLMSecurityPolicy](#llmsecuritypolicy) - [Diagrams](#diagrams) - - [Alternatives](#alternatives) - [FAQ](#faq) - [Open Questions](#open-questions) @@ -26,12 +25,12 @@ ## Summary -This proposal introduces four new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **LLMRoute**, **LLMBackend** and **LLMTrafficPolicy**. +This proposal introduces four new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **LLMRoute**, **LLMBackend**, **LLMSecurityPolicy** and **LLMTrafficPolicy**. * The `LLMRoute` specifies the schema for the user requests and routing rules associated with a list of `LLMBackend`. -* The `LLMBackend` defines the request schema for various LLM providers. This resource is managed by the Inference Platform Admin persona. -* The `LLMTrafficPolicy` defines the traffic management policies, including rate limiting for token usage. -* The `LLMProviderPolicy` defines the authentication policy for LLM provider using the API token or OIDC federation. +* The `LLMBackend` defines the request schema and security policy for various LLM providers. This resource is managed by the Inference Platform Admin persona. +* The `LLMTrafficPolicy` defines the traffic management policies, including rate limiting for LLM token usage. +* The `LLMSecurityPolicy` defines the authentication policy for LLM provider using the API token or OIDC federation. ## Goals @@ -71,12 +70,13 @@ The API design is based on these axioms: ### LLMRoute -`LLMRoute` defines the unified user request schema and the routing rules to a list of supported `LLMBackend`s. +`LLMRoute` defines the unified user request schema and the routing rules to a list of supported `LLMBackend`s such as AWS Bedrock, GCP AI Studio, Azure OpenAI and KServe for self-hosted LLMs. -- LLMRoute serves as a way to define the unified AI Gateway API which allows downstream clients to use a single schema API to interact with multiple `LLMBackend`s. -- The `HTTPRoute` spec is embed to allow defining the routing rules based on HTTP routing headers which can either be sent by user or determined by the ai gateway. +- `LLMRoute` serves as a way to define the unified AI Gateway API which allows downstream clients to use a single schema API to interact with multiple `LLMBackend`s. +- The `LLMRouteRule`s are defined to route to the `LLMBackend`s based on the HTTP header matching. For some features like traffic splitting, the rules are matched in the external proc as the backend needs to be determined before +the request body transformation is backend dependent. +-`LLMTrafficPolicy` is referenced to perform other necessary jobs for upstream authentication and rate limiting. -#### Spec ```golang // LLMRouteSpec details the LLMRoute configuration. @@ -131,7 +131,7 @@ Matches []LLMRouteRuleMatch `json:"matches,omitempty"` `LLMBackend` defines the LLM provider API schema and a reference to the envoy gateway backend - The Gateway routes the traffic to the appropriate `LLMBackend` by converting the unified API schema to the LLM provider API schema. -- The LLMBackend is attached with the upstream provider security policy and traffic policies to perform other necessary jobs for upstream authentication and rate limiting. +- The LLMBackend is attached with the `BackendSecurityPolicy` to perform the upstream authentication. ```golang // LLMBackendSpec details the LLMBackend configuration. @@ -217,9 +217,8 @@ Limits []LLMPolicyRateLimitValue `json:"limits"` ### Yaml Examples -#### LLMRoutes(s) -`LLMRoute` embeds the `HTTPRoute` spec and users can configure the routing rules in a standardized way via `HTTPRoute` while -leveraging the LLM specific information e.g `x-envoy-ai-gateway-llm-model` HTTP header. The routing calculation in the `ExtProc` +#### LLMRoute +The routing calculation in the `ExtProc` is done by analyzing the match rules on `HTTPRoute` spec to emulate the behavior in order to perform the request/response transformation, because the routing decision is made at the very end of the filter chain. @@ -227,10 +226,11 @@ because the routing decision is made at the very end of the filter chain. apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: LLMRoute metadata: - name: llama-3-route + name: gateway-route spec: - inputSchema: OpenAI - httpRoute: + inputSchema: + schema: OpenAI + rules: matches: - headers: key: x-envoy-ai-gateway-llm-model @@ -242,7 +242,7 @@ spec: weight: 80 ``` -`LLMBackend` +#### LLMBackend ```yaml apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: LLMBackend @@ -251,7 +251,7 @@ metadata: spec: outputSchema: OpenAI backendRef: kserve-backend - trafficPolicy: llama-ratelimit + backendSecurityPolicyName: jwt --- apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: LLMBackend @@ -260,7 +260,7 @@ metadata: spec: outputSchema: AWSBedrock backendRef: aws-bedrock-backend - trafficPolicy: claude-ratelimit + backendSecurityPolicyName: aws-oidc ``` #### LLMTrafficPolicy @@ -286,6 +286,7 @@ spec: expr: "$response_body.usage.total_tokens | tonumber" ``` +## Diagrams ### Control Plane Envoy AI Gateway extends Envoy Gateway using an Extension Server. Envoy Gateway can be configured to call an external server over gRPC with the xDS configuration before it is sent to Envoy Proxy. The Envoy Gateway extension Server provides a mechanism where Envoy Gateway tracks From 75ba8bb9c41cbf0a9757cdc525f640f297894a05 Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Wed, 25 Dec 2024 13:25:24 -0500 Subject: [PATCH 04/17] Update rate limiting design doc Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 168 +++++++++++------- 1 file changed, 100 insertions(+), 68 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index d64b9ae8..bba1ce44 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -12,11 +12,10 @@ - [Non-Goals](#non-goals) - [Proposal](#proposal) - [Personas](#personas) - - [Inference Platform Admin](#inference-platform-admin) - [Axioms](#axioms) - [LLMRoute](#llmroute) - [LLMBackend](#llmbackend) - - [LLMSecurityPolicy](#llmsecuritypolicy) + - [Token Usage based Rate Limiting](#llmsecuritypolicy) - [Diagrams](#diagrams) - [FAQ](#faq) - [Open Questions](#open-questions) @@ -24,17 +23,24 @@ ## Summary +The AI Gateway project is to act as a centralized access point for managing and controlling access to various AI models within an organization. +It provides a single interface for developers to interact with different AI providers while ensuring security, governance and observability over AI traffic. -This proposal introduces four new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **LLMRoute**, **LLMBackend**, **LLMSecurityPolicy** and **LLMTrafficPolicy**. +This proposal introduces four new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **LLMRoute**, **LLMBackend**, **LLMSecurityPolicy**. * The `LLMRoute` specifies the schema for the user requests and routing rules associated with a list of `LLMBackend`. -* The `LLMBackend` defines the request schema and security policy for various LLM providers. This resource is managed by the Inference Platform Admin persona. -* The `LLMTrafficPolicy` defines the traffic management policies, including rate limiting for LLM token usage. -* The `LLMSecurityPolicy` defines the authentication policy for LLM provider using the API token or OIDC federation. +* The `LLMBackend` defines the request schema and security policy for various AI providers. This resource is managed by the Inference Platform Admin persona. +* The `LLMSecurityPolicy` defines the authentication policy for AI provider using the API token or OIDC federation. +* For Token Rate Limiting we plan to extend envoy gateway to support generic usage based rate limiting. ## Goals - Drive the consensus on the Envoy AI Gateway API for the MVP features + - Model Upstream Access: Support accessing models from an initial list of AI Providers: AWS Bedrock, Google AI Studio, Azure OpenAI. + - Unified Client Access: Support a unified AI gateway API across AI providers. + - Traffic Management: Monitor and regulate AI usage, including rate limiting and cost optimization by tracking API calls and model usage. + - Observability: Provide detailed insights into usage patterns, performance and potential issues through logging and metrics collection. + - Policy Enforcement: Allow organizations to set specific rules and guidelines for how AI models can be accessed and used. - Documentation of API decisions for posterity ## Non-Goals @@ -59,6 +65,10 @@ The Inference Platform Admin manages the gateway infrastructure necessary to rou - Reports the per user/tenant LLM token usage for billing purpose. +#### Security Team + +- Security team to control the ACL for accessing the models from AI providers. + ### Axioms The API design is based on these axioms: @@ -172,54 +182,72 @@ APIKey *LLMProviderAPIKey `json:"apiKey,omitempty"` } ``` -### LLMTrafficPolicy +### Token Usage Rate Limiting -`LLMTrafficPolicy` defines the rate limiting rules to track the token usage, the token usage can be specified at the per-model, per-user or `user-model` combinations. +AI Gateway project plan to extend the envoy gateway `BackendTrafficPolicy` with a generic usage based rate limiting in [#4957](https://github.com/envoyproxy/gateway/pull/4957). +For supporting token usage based rate limiting, we configure `hits_addend` in the response path to allow reducing the counter based on the response content that affects the subsequent requests. +The token usages are extracted from the standard token usage fields according to then OpenAI schema in the ext proc `processResponseBody` handler. +The AI gateway ext proc includes an envoy rate limiting service client to reduce the counter based on the LLM inference responses. The rate limiting server configuration is updated dynamically via xDS +whenever the rate limiting rules are changed. ```go -// LLMBackendTrafficPolicy controls the flow of traffic to the backend. -type LLMBackendTrafficPolicy struct { - metav1.TypeMeta `json:",inline"` - metav1.ObjectMeta `json:"metadata,omitempty"` - // Spec defines the details of the LLMBackend traffic policy. - Spec LLMBackendTrafficPolicySpec `json:"spec,omitempty"` -} - -// LLMBackendTrafficPolicySpec defines the details of llm backend traffic policy -// like rateLimit, timeout etc. -type LLMBackendTrafficPolicySpec struct { - // BackendRefs lists the LLMBackends that this traffic policy will apply - // The namespace is "local", i.e. the same namespace as the LLMRoute. - // - BackendRef LLMBackendLocalRef `json:"backendRef,omitempty"` - // RateLimit defines the rate limit policy. - RateLimit *LLMTrafficPolicyRateLimit `json:"rateLimit,omitempty"` -} -``` - -```go -type LLMTrafficPolicyRateLimit struct { - // Rules defines the rate limit rules. - Rules []LLMTrafficPolicyRateLimitRule `json:"rules,omitempty"` -} - -// LLMTrafficPolicyRateLimitRule defines the details of the rate limit policy. -type LLMTrafficPolicyRateLimitRule struct { -// Headers is a list of request headers to match. Multiple header values are ANDed together, -// meaning, a request MUST match all the specified headers. -// At least one of headers or sourceCIDR condition must be specified. -Headers []LLMPolicyRateLimitHeaderMatch `json:"headers,omitempty"` -// +kubebuilder:validation:MinItems=1 -Limits []LLMPolicyRateLimitValue `json:"limits"` -} +/// RateLimitRule defines the semantics for matching attributes +// from the incoming requests, and setting limits for them. +type RateLimitRule struct { +// ClientSelectors holds the list of select conditions to select +// specific clients using attributes from the traffic flow. +// All individual select conditions must hold True for this rule +// and its limit to be applied. +// +// If no client selectors are specified, the rule applies to all traffic of +// the targeted Route. +// +// If the policy targets a Gateway, the rule applies to each Route of the Gateway. +// Please note that each Route has its own rate limit counters. For example, +// if a Gateway has two Routes, and the policy has a rule with limit 10rps, +// each Route will have its own 10rps limit. +// +// +optional +// +kubebuilder:validation:MaxItems=8 +ClientSelectors []RateLimitSelectCondition `json:"clientSelectors,omitempty"` +// Limit holds the rate limit values. +// This limit is applied for traffic flows when the selectors +// compute to True, causing the request to be counted towards the limit. +// The limit is enforced and the request is ratelimited, i.e. a response with +// 429 HTTP status code is sent back to the client when +// the selected requests have reached the limit. +Limit RateLimitValue `json:"limit"` +// RequestHitsAddend specifies the number to reduce the rate limit counters +// on the request path. If the addend is not specified, the default behavior +// is to reduce the rate limit counters by 1. +// +// When Envoy receives a request that matches the rule, it tries to reduce the +// rate limit counters by the specified number. If the counter doesn't have +// enough capacity, the request is rate limited. +// +// +optional +RequestHitsAddend *RateLimitHitsAddend `json:"requestHitsAddend,omitempty"` +// ResponseHitsAddend specifies the number to reduce the rate limit counters +// after the response is sent back to the client or the request stream is closed. +// +// The addend is used to reduce the rate limit counters for the matching requests. +// Since the reduction happens after the request stream is complete, the rate limit +// won't be enforced for the current request, but for the subsequent matching requests. +// +// This is optional and if not specified, the rate limit counters are not reduced +// on the response path. +// +// Currently, this is only supported for HTTP Global Rate Limits. +// +// +optional +ResponseHitsAddend *RateLimitHitsAddend `json:"responseHitsAddend,omitempty"` ``` ### Yaml Examples #### LLMRoute -The routing calculation in the `ExtProc` -is done by analyzing the match rules on `HTTPRoute` spec to emulate the behavior in order to perform the request/response transformation, +The routing calculation in done in the `ExtProc` by analyzing the match rules on `LLMRoute` spec to emulate the behavior in order to perform the provider specific request/response transformation, because the routing decision is made at the very end of the filter chain. ```yaml @@ -263,27 +291,30 @@ spec: backendSecurityPolicyName: aws-oidc ``` -#### LLMTrafficPolicy +#### BackendTrafficPolicy ```yaml -apiVersion: aigateway.envoyproxy.io/v1alpha1 -kind: LLMTrafficPolicy +apiVersion: gateway.envoyproxy.io/v1alpha1 +kind: BackendTrafficPolicy metadata: name: llama-ratelimit spec: rateLimit: - rules: - - headers: + type: Global + global: + rules: + - clientSelectors: - name: x-ai-gateway-llm-model-name type: exact value: llama-3.3-70b-instruction - name: x-user-id type: Distinct - limits: - - type: token - quantity: 10 - tokenUsageExpression: - expr: "$response_body.usage.total_tokens | tonumber" + limit: + requests: 1000 + unit: Minute + responseHitsAdded: + format: "%DYNAMIC_METADATA(llm.ratelimit.ai_gateway_filter:token_usage)%" + ``` ## Diagrams @@ -297,12 +328,10 @@ custom resources and then calls a set of hooks that allow the generated xDS conf AI Gateway ExtProc controller watches the `LLMRoute` resource and perform the follow steps: - Reconciles the envoy gateway ext proc deployment and creates the extension policy. - Reconciles the envoy proxy deployment and attach the AWS credential if the provider is AWS. -- Reconciles `LLMRoute` to configure the routing rules via `HTTPRoute` spec. +- Reconciles `LLMRoute` to calculate the routing rules and generates the `HTTPRoute` resource applying the extension filter. -When envoy gateway starts it builds the HTTP filter chain: -- Rate limit filter -- AWS signing filter -- AI Gateway ExtProc filter +AI Gateway extension server also watches the `LLMRoute`, `LLMSecurityPolicy` and `BackendTrafficPolicy` to dynamically update the xDS +configuration for the rate limiting filter and aws signing filter. ### Data Plane @@ -314,15 +343,18 @@ Below is a detailed view how an inference request works on envoy AI gateway This diagram lightly follows the example request for routing to Anthropic claude 3.5 sonnet model on AWS Bedrock. The flow can be described as: -- The request comes in to envoy AI gateway(Ext-Proc) -- Ext Authorization filter is applied for checking if the user or account is authorized to access the model -- ExtProc looks up the model name claude-3.5-sonnet from the request and inject the request header `x-ai-gateway-llm-model-name` -- ExtProc extracts the request header for the LLM backend `x-ai-gateway-llm-backend` -- ExtProc translates the user inference request (OpenAI) to the data schema according to the LLM provider -- ExtProc injects the API key or refreshes the AWS credential for upstream provider authentication -- Rate limiting is applied for request based usage tracking -- AWS signing filter is applied for authenticating with AWS Bedrock service if the backend is targeted to AWS +- The request comes in to envoy AI gateway(Ext-Proc). +- Ext Authorization filter is applied for checking if the user or account is authorized to access the model. +- ExtProc looks up the model name claude-3.5-sonnet from the request and inject the request header `x-ai-gateway-llm-model-name`. +- ExtProc extracts the request header `x-ai-gateway-llm-backend` or calculate the rules to determine the backend. +- ExtProc translates the user inference request (OpenAI) to the data schema according to the AI provider. +- Rate limiting is applied for request based usage tracking. +- Provider authentication policy is applied based on the AI provider + - API key is injected to the request headers for the provider supporting API keys. + - AWS signing filter is applied for authenticating with AWS Bedrock service if the backend is targeted to AWS - Routing rule is applied to route the request to the specified or calculated destination. +- Upon receiving the response from AI provider, the token usage is reduced by extracting the usage fields according to OpenAI schema. + - the rate limit is enforced on the subsequent request. ## FAQ From cb468bb1c59edc2bebd062ed7bd1c71b170c2705 Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Wed, 25 Dec 2024 13:27:16 -0500 Subject: [PATCH 05/17] Update archors Signed-off-by: Dan Sun --- docs/proposals/001-ai-gateway-proposal/proposal.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index bba1ce44..9f090b24 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -15,7 +15,8 @@ - [Axioms](#axioms) - [LLMRoute](#llmroute) - [LLMBackend](#llmbackend) - - [Token Usage based Rate Limiting](#llmsecuritypolicy) + - [LLMSecurityPolicy](#llmsecuritypolicy) + - [Token Usage based Rate Limiting](#token-usage-rate-limiting) - [Diagrams](#diagrams) - [FAQ](#faq) - [Open Questions](#open-questions) From 1da6cca2767f8ce72ae965378e54c5870c672b96 Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Thu, 9 Jan 2025 09:17:11 -0500 Subject: [PATCH 06/17] Update rate limiting spec Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 99 ++++++++++++++----- 1 file changed, 74 insertions(+), 25 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index 9f090b24..6d7a2e7d 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -185,13 +185,75 @@ APIKey *LLMProviderAPIKey `json:"apiKey,omitempty"` ### Token Usage Rate Limiting -AI Gateway project plan to extend the envoy gateway `BackendTrafficPolicy` with a generic usage based rate limiting in [#4957](https://github.com/envoyproxy/gateway/pull/4957). +AI Gateway project extended the envoy gateway `BackendTrafficPolicy` with a generic usage based rate limiting in [#4957](https://github.com/envoyproxy/gateway/pull/4957). For supporting token usage based rate limiting, we configure `hits_addend` in the response path to allow reducing the counter based on the response content that affects the subsequent requests. The token usages are extracted from the standard token usage fields according to then OpenAI schema in the ext proc `processResponseBody` handler. The AI gateway ext proc includes an envoy rate limiting service client to reduce the counter based on the LLM inference responses. The rate limiting server configuration is updated dynamically via xDS whenever the rate limiting rules are changed. +```go +type RateLimitCost struct { + // Request specifies the number to reduce the rate limit counters + // on the request path. If this is not specified, the default behavior + // is to reduce the rate limit counters by 1. + // + // When Envoy receives a request that matches the rule, it tries to reduce the + // rate limit counters by the specified number. If the counter doesn't have + // enough capacity, the request is rate limited. + // + // +optional + // +notImplementedHide + Request *RateLimitCostSpecifier `json:"request,omitempty"` + // Response specifies the number to reduce the rate limit counters + // after the response is sent back to the client or the request stream is closed. + // + // The cost is used to reduce the rate limit counters for the matching requests. + // Since the reduction happens after the request stream is complete, the rate limit + // won't be enforced for the current request, but for the subsequent matching requests. + // + // This is optional and if not specified, the rate limit counters are not reduced + // on the response path. + // + // Currently, this is only supported for HTTP Global Rate Limits. + // + // +optional + // +notImplementedHide + Response *RateLimitCostSpecifier `json:"response,omitempty"` +} +// RateLimitCostSpecifier specifies where the Envoy retrieves the number to reduce the rate limit counters. +// +// +kubebuilder:validation:XValidation:rule="!(has(self.number) && has(self.metadata))",message="only one of number or metadata can be specified" +type RateLimitCostSpecifier struct { +// From specifies where to get the rate limit cost. Currently, only "Number" and "Metadata" are supported. +// +// +kubebuilder:validation:Required +From RateLimitCostFrom `json:"from"` +// Number specifies the fixed usage number to reduce the rate limit counters. +// Using zero can be used to only check the rate limit counters without reducing them. +// +// +optional +// +notImplementedHide +Number *uint64 `json:"number,omitempty"` +// Metadata specifies the per-request metadata to retrieve the usage number from. +// +// +optional +// +notImplementedHide +Metadata *RateLimitCostMetadata `json:"metadata,omitempty"` +} +// RateLimitCostMetadata specifies the filter metadata to retrieve the usage number from. +type RateLimitCostMetadata struct { +// Namespace is the namespace of the dynamic metadata. +// +// +kubebuilder:validation:Required +Namespace string `json:"namespace"` +// Key is the key to retrieve the usage number from the filter metadata. +// +// +kubebuilder:validation:Required +Key string `json:"key"` +} +``` + ```go /// RateLimitRule defines the semantics for matching attributes // from the incoming requests, and setting limits for them. @@ -215,34 +277,18 @@ ClientSelectors []RateLimitSelectCondition `json:"clientSelectors,omitempty"` // Limit holds the rate limit values. // This limit is applied for traffic flows when the selectors // compute to True, causing the request to be counted towards the limit. -// The limit is enforced and the request is ratelimited, i.e. a response with +// The limit is enforced and the request is rate limited, i.e. a response with // 429 HTTP status code is sent back to the client when // the selected requests have reached the limit. Limit RateLimitValue `json:"limit"` -// RequestHitsAddend specifies the number to reduce the rate limit counters -// on the request path. If the addend is not specified, the default behavior -// is to reduce the rate limit counters by 1. -// -// When Envoy receives a request that matches the rule, it tries to reduce the -// rate limit counters by the specified number. If the counter doesn't have -// enough capacity, the request is rate limited. -// -// +optional -RequestHitsAddend *RateLimitHitsAddend `json:"requestHitsAddend,omitempty"` -// ResponseHitsAddend specifies the number to reduce the rate limit counters -// after the response is sent back to the client or the request stream is closed. -// -// The addend is used to reduce the rate limit counters for the matching requests. -// Since the reduction happens after the request stream is complete, the rate limit -// won't be enforced for the current request, but for the subsequent matching requests. -// -// This is optional and if not specified, the rate limit counters are not reduced -// on the response path. +// Cost specifies the cost of requests and responses for the rule. // -// Currently, this is only supported for HTTP Global Rate Limits. +// This is optional and if not specified, the default behavior is to reduce the rate limit counters by 1 on +// the request path and do not reduce the rate limit counters on the response path. // // +optional -ResponseHitsAddend *RateLimitHitsAddend `json:"responseHitsAddend,omitempty"` +// +notImplementedHide +Cost *RateLimitCost `json:"cost,omitempty"` ``` ### Yaml Examples @@ -313,8 +359,11 @@ spec: limit: requests: 1000 unit: Minute - responseHitsAdded: - format: "%DYNAMIC_METADATA(llm.ratelimit.ai_gateway_filter:token_usage)%" + cost: + response: + metadata: + namespace: "llm.ratelimit" + key: "ai_gateway_filter.token_usage" ``` From e92fd3e02ff166f53c1a70b9928f05b5958664be Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Tue, 28 Jan 2025 19:43:56 -0500 Subject: [PATCH 07/17] Update API Schema Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 76 +++++-------------- 1 file changed, 17 insertions(+), 59 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index 6d7a2e7d..91112366 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -27,19 +27,19 @@ The AI Gateway project is to act as a centralized access point for managing and controlling access to various AI models within an organization. It provides a single interface for developers to interact with different AI providers while ensuring security, governance and observability over AI traffic. -This proposal introduces four new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **LLMRoute**, **LLMBackend**, **LLMSecurityPolicy**. +This proposal introduces four new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **AIGatewayRoute**, **AIServiceBackend**. -* The `LLMRoute` specifies the schema for the user requests and routing rules associated with a list of `LLMBackend`. -* The `LLMBackend` defines the request schema and security policy for various AI providers. This resource is managed by the Inference Platform Admin persona. -* The `LLMSecurityPolicy` defines the authentication policy for AI provider using the API token or OIDC federation. -* For Token Rate Limiting we plan to extend envoy gateway to support generic usage based rate limiting. +* The `AIGatewayRoute` specifies the schema for the user requests and routing rules to the `AIServiceBackend`s. +* The `AIServiceBackend` defines the AI service backend schema and security policy for various AI providers. This resource is managed by the Inference Platform Admin persona. +* The `BackendSecurityPolicy` defines the authentication policy for AI service provider using the API token or OIDC federation. +* Rate Limiting for LLM workload is based on tokens, we extend envoy gateway to support generic cost based rate limiting. ## Goals - Drive the consensus on the Envoy AI Gateway API for the MVP features - - Model Upstream Access: Support accessing models from an initial list of AI Providers: AWS Bedrock, Google AI Studio, Azure OpenAI. + - Upstream Model Access: Support accessing models from an initial list of AI Providers: AWS Bedrock, OpenAI. - Unified Client Access: Support a unified AI gateway API across AI providers. - - Traffic Management: Monitor and regulate AI usage, including rate limiting and cost optimization by tracking API calls and model usage. + - Traffic Management: Monitor and regulate AI usage, including token rate limiting and cost optimization by tracking API calls and model usage. - Observability: Provide detailed insights into usage patterns, performance and potential issues through logging and metrics collection. - Policy Enforcement: Allow organizations to set specific rules and guidelines for how AI models can be accessed and used. - Documentation of API decisions for posterity @@ -57,9 +57,10 @@ Before diving into the details of the API, descriptions of the personas will hel #### Inference Platform Admin -The Inference Platform Admin manages the gateway infrastructure necessary to route inference requests to a variety of LLM providers. Including handling Ops for: - - A list of LLM providers and supported models - - LLM provider API schema conversion and centralized upstream authentication configurations. +The Inference Platform Admin manages the gateway infrastructure necessary to route inference requests to a variety of AI providers. +Including handling Ops for: + - A list of AI providers and supported models + - AI provider API schema conversion and centralized upstream authentication configurations. - Traffic policy including rate limiting, fallback resilience between providers. #### Payment Team @@ -79,61 +80,18 @@ The API design is based on these axioms: - The MVP heavily assumes that the requests are done using the OpenAI spec, but open to the extension in the future. -### LLMRoute +### AIGatewayRoute -`LLMRoute` defines the unified user request schema and the routing rules to a list of supported `LLMBackend`s such as AWS Bedrock, GCP AI Studio, Azure OpenAI and KServe for self-hosted LLMs. +`AIGatewayRoute` defines the unified user request schema and the routing rules to a list of supported `AIServiceBackend`s such as AWS Bedrock, GCP Vertex AI, Azure OpenAI and KServe for self-hosted LLMs. -- `LLMRoute` serves as a way to define the unified AI Gateway API which allows downstream clients to use a single schema API to interact with multiple `LLMBackend`s. -- The `LLMRouteRule`s are defined to route to the `LLMBackend`s based on the HTTP header matching. For some features like traffic splitting, the rules are matched in the external proc as the backend needs to be determined before -the request body transformation is backend dependent. --`LLMTrafficPolicy` is referenced to perform other necessary jobs for upstream authentication and rate limiting. +- `AIGatewayRoute` serves as a way to define the unified AI Gateway API which allows downstream clients to use a single schema API to interact with multiple `AIServiceBackend`s. +- `AIGatewayRoute`s are defined to route to the `AIServiceBackend`s based on the HTTP header/path matching. The rules are matched in the envoy ai gateway external proc as the backend needs to be determined for request body transformation and upstream authentication. +The `HTTPRoute` handles upstream routing once backend is selected using the injected ai gateway routing header. +- `BackendTrafficPolicy` is referenced to perform other necessary jobs for upstream authentication and rate limiting. ```golang -// LLMRouteSpec details the LLMRoute configuration. -type LLMRouteSpec struct { -// APISchema specifies the API schema of the input that the target Gateway(s) will receive. -// Based on this schema, the ai-gateway will perform the necessary transformation to the -// output schema specified in the selected LLMBackend during the routing process. -// -// Currently, the only supported schema is OpenAI as the input schema. -// -// +kubebuilder:validation:Required -// +kubebuilder:validation:XValidation:rule="self.schema == 'OpenAI'" -APISchema LLMAPISchema `json:"inputSchema"` -// Rules is the list of LLMRouteRule that this LLMRoute will match the traffic to. -// Each rule is a subset of the HTTPRoute in the Gateway API (https://gateway-api.sigs.k8s.io/api-types/httproute/). -// -// AI Gateway controller will generate a HTTPRoute based on the configuration given here with the additional -// modifications to achieve the necessary jobs, notably inserting the AI Gateway external processor filter. -// -// In the matching conditions in the LLMRouteRule, `x-envoy-ai-gateway-llm-model` header -// can be used to describe the routing behavior in the HTTPRoute. -// -// +kubebuilder:validation:Required -// +kubebuilder:validation:MaxItems=128 -Rules []LLMRouteRule `json:"rules"` -} -// LLMRouteRule is a rule that defines the routing behavior of the LLMRoute. -type LLMRouteRule struct { -// BackendRefs is the list of LLMBackend that this rule will route the traffic to. -// Each backend can have a weight that determines the traffic distribution. -// -// The namespace of each backend is "local", i.e. the same namespace as the LLMRoute. -// -// +optional -// +kubebuilder:validation:MaxItems=128 -BackendRefs []LLMRouteRuleBackendRef `json:"backendRefs,omitempty"` - -// Matches is the list of LLMRouteMatch that this rule will match the traffic to. -// This is a subset of the HTTPRouteMatch in the Gateway API. See for the details: -// https://gateway-api.sigs.k8s.io/reference/spec/#gateway.networking.k8s.io%2fv1.HTTPRouteMatch -// -// +optional -// +kubebuilder:validation:MaxItems=128 -Matches []LLMRouteRuleMatch `json:"matches,omitempty"` -} ``` From c82390637e3f1f8b142a2cb372bf4eb5bba508ce Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Tue, 28 Jan 2025 20:20:26 -0500 Subject: [PATCH 08/17] Update proposal Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 283 ++++++++++++++---- 1 file changed, 228 insertions(+), 55 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index 91112366..6ddd1026 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -91,53 +91,175 @@ The `HTTPRoute` handles upstream routing once backend is selected using the inje ```golang +// AIGatewayRouteSpec details the AIGatewayRoute configuration. +type AIGatewayRouteSpec struct { +// TargetRefs are the names of the Gateway resources this AIGatewayRoute is being attached to. +// +// +kubebuilder:validation:MinItems=1 +// +kubebuilder:validation:MaxItems=128 +TargetRefs []gwapiv1a2.LocalPolicyTargetReferenceWithSectionName `json:"targetRefs"` +// APISchema specifies the API schema of the input that the target Gateway(s) will receive. +// Based on this schema, the ai-gateway will perform the necessary transformation to the +// output schema specified in the selected AIServiceBackend during the routing process. +// +// Currently, the only supported schema is OpenAI as the input schema. +// +// +kubebuilder:validation:Required +// +kubebuilder:validation:XValidation:rule="self.name == 'OpenAI'" +APISchema VersionedAPISchema `json:"schema"` +// Rules is the list of AIGatewayRouteRule that this AIGatewayRoute will match the traffic to. +// Each rule is a subset of the HTTPRoute in the Gateway API (https://gateway-api.sigs.k8s.io/api-types/httproute/). +// +// AI Gateway controller will generate a HTTPRoute based on the configuration given here with the additional +// modifications to achieve the necessary jobs, notably inserting the AI Gateway filter responsible for +// the transformation of the request and response, etc. +// +// In the matching conditions in the AIGatewayRouteRule, `x-ai-eg-model` header is available +// if we want to describe the routing behavior based on the model name. The model name is extracted +// from the request content before the routing decision. +// +// How multiple rules are matched is the same as the Gateway API. See for the details: +// https://gateway-api.sigs.k8s.io/reference/spec/#gateway.networking.k8s.io%2fv1.HTTPRoute +// +// +kubebuilder:validation:Required +// +kubebuilder:validation:MaxItems=128 +Rules []AIGatewayRouteRule `json:"rules"` + +// FilterConfig is the configuration for the AI Gateway filter inserted in the generated HTTPRoute. +// +// An AI Gateway filter is responsible for the transformation of the request and response +// as well as the routing behavior based on the model name extracted from the request content, etc. +// +// Currently, the filter is only implemented as an external process filter, which might be +// extended to other types of filters in the future. See https://github.com/envoyproxy/ai-gateway/issues/90 +FilterConfig *AIGatewayFilterConfig `json:"filterConfig,omitempty"` + +// LLMRequestCosts specifies how to capture the cost of the LLM-related request, notably the token usage. +// The AI Gateway filter will capture each specified number and store it in the Envoy's dynamic +// metadata per HTTP request. The namespaced key is "io.envoy.ai_gateway", +// +// For example, let's say we have the following LLMRequestCosts configuration: +// +// llmRequestCosts: +// - metadataKey: llm_input_token +// type: InputToken +// - metadataKey: llm_output_token +// type: OutputToken +// - metadataKey: llm_total_token +// type: TotalToken +// +// Then, with the following BackendTrafficPolicy of Envoy Gateway, you can have three +// rate limit buckets for each unique x-user-id header value. One bucket is for the input token, +// the other is for the output token, and the last one is for the total token. +// Each bucket will be reduced by the corresponding token usage captured by the AI Gateway filter. +// +// +optional +// +kubebuilder:validation:MaxItems=36 +LLMRequestCosts []LLMRequestCost `json:"llmRequestCosts,omitempty"` +} +// AIGatewayRouteRule is a rule that defines the routing behavior of the AIGatewayRoute. +type AIGatewayRouteRule struct { +// BackendRefs is the list of AIServiceBackend that this rule will route the traffic to. +// Each backend can have a weight that determines the traffic distribution. +// +// The namespace of each backend is "local", i.e. the same namespace as the AIGatewayRoute. +// +// +optional +// +kubebuilder:validation:MaxItems=128 +BackendRefs []AIGatewayRouteRuleBackendRef `json:"backendRefs,omitempty"` + +// Matches is the list of AIGatewayRouteMatch that this rule will match the traffic to. +// This is a subset of the HTTPRouteMatch in the Gateway API. See for the details: +// https://gateway-api.sigs.k8s.io/reference/spec/#gateway.networking.k8s.io%2fv1.HTTPRouteMatch +// +// +optional +// +kubebuilder:validation:MaxItems=128 +Matches []AIGatewayRouteRuleMatch `json:"matches,omitempty"` +} ``` -### LLMBackend +### AIServiceBackend -`LLMBackend` defines the LLM provider API schema and a reference to the envoy gateway backend +`AIServiceBackend` defines the AI service provider API schema and a reference to the envoy gateway backend -- The Gateway routes the traffic to the appropriate `LLMBackend` by converting the unified API schema to the LLM provider API schema. -- The LLMBackend is attached with the `BackendSecurityPolicy` to perform the upstream authentication. +- The Gateway routes the traffic to the appropriate `AIServiceBackend` by converting the unified API schema to the AI service provider API schema. +- The `AIServiceBackend` is attached with the `BackendSecurityPolicy` to perform the upstream authentication. ```golang -// LLMBackendSpec details the LLMBackend configuration. -type LLMBackendSpec struct { +// AIServiceBackendSpec details the AIServiceBackend configuration. +type AIServiceBackendSpec struct { // APISchema specifies the API schema of the output format of requests from -// Envoy that this LLMBackend can accept as incoming requests. +// Envoy that this AIServiceBackend can accept as incoming requests. // Based on this schema, the ai-gateway will perform the necessary transformation for -// the pair of LLMRouteSpec.APISchema and LLMBackendSpec.APISchema. +// the pair of AIGatewayRouteSpec.APISchema and AIServiceBackendSpec.APISchema. // // This is required to be set. // // +kubebuilder:validation:Required -APISchema LLMAPISchema `json:"outputSchema"` -// BackendRef is the reference to the Backend resource that this LLMBackend corresponds to. +APISchema VersionedAPISchema `json:"schema"` +// BackendRef is the reference to the Backend resource that this AIServiceBackend corresponds to. // // A backend can be of either k8s Service or Backend resource of Envoy Gateway. // // This is required to be set. // // +kubebuilder:validation:Required -BackendRef egv1a1.BackendRef `json:"backendRef"` +BackendRef gwapiv1.BackendObjectReference `json:"backendRef"` + +// BackendSecurityPolicyRef is the name of the BackendSecurityPolicy resources this backend +// is being attached to. +// +// +optional +BackendSecurityPolicyRef *gwapiv1.LocalObjectReference `json:"backendSecurityPolicyRef,omitempty"` } ``` -### LLMSecurityPolicy +### BackendSecurityPolicy +The `BeckendSecurityPolicy` defines the authentication methods with the upstream AI service provider. `APIKey` provides a simple authentication method to +authenticate with upstream AI service providers such as OpenAI or Anthropic. For accessing models via cloud providers such as AWS, GCP, the cloud credential is managed with Kubernetes secrets or exchanged +using OIDC federation. ```golang -// LLMSecurityPolicySpec specifies a provider (e.g.AWS Bedrock, Azure etc.) specific-configuration like auth -type LLMSecurityPolicySpec struct { -// Type specifies the type of the provider. Currently, only "APIKey" and "AWS_IAM" are supported. +// BackendSecurityPolicySpec specifies authentication rules on access the provider from the Gateway. +// Only one mechanism to access a backend(s) can be specified. +// +// Only one type of BackendSecurityPolicy can be defined. +// +kubebuilder:validation:MaxProperties=2 +type BackendSecurityPolicySpec struct { +// Type specifies the auth mechanism used to access the provider. Currently, only "APIKey", AND "AWSCredentials" are supported. +// +// +kubebuilder:validation:Enum=APIKey;AWSCredentials +Type BackendSecurityPolicyType `json:"type"` + +// APIKey is a mechanism to access a backend(s). The API key will be injected into the Authorization header. +// +// +optional +APIKey *BackendSecurityPolicyAPIKey `json:"apiKey,omitempty"` + +// AWSCredentials is a mechanism to access a backend(s). AWS specific logic will be applied. +// +// +optional +AWSCredentials *BackendSecurityPolicyAWSCredentials `json:"awsCredentials,omitempty"` +} +// BackendSecurityPolicyAWSCredentials contains the supported authentication mechanisms to access aws +type BackendSecurityPolicyAWSCredentials struct { +// Region specifies the AWS region associated with the policy. +// +// +kubebuilder:validation:MinLength=1 +Region string `json:"region"` + +// CredentialsFile specifies the credentials file to use for the AWS provider. // -// +kubebuilder:validation:Enum=APIKey;AWS_IAM -Type AuthenticationType `json:"type"` +// +optional +CredentialsFile *AWSCredentialsFile `json:"credentialsFile,omitempty"` -// APIKey specific configuration. The API key will be injected into the Authorization header. +// OIDCExchangeToken specifies the oidc configurations used to obtain an oidc token. The oidc token will be +// used to obtain temporary credentials to access AWS. +// // +optional -APIKey *LLMProviderAPIKey `json:"apiKey,omitempty"` +OIDCExchangeToken *AWSOIDCExchangeToken `json:"oidcExchangeToken,omitempty"` } ``` @@ -251,49 +373,95 @@ Cost *RateLimitCost `json:"cost,omitempty"` ### Yaml Examples -#### LLMRoute -The routing calculation in done in the `ExtProc` by analyzing the match rules on `LLMRoute` spec to emulate the behavior in order to perform the provider specific request/response transformation, +#### AIGatewayRoute +The routing calculation in done in the `ExtProc` by analyzing the match rules on `AIGatewayRoute` spec to emulate the behavior in order to perform the provider specific transformation and authentication, because the routing decision is made at the very end of the filter chain. ```yaml apiVersion: aigateway.envoyproxy.io/v1alpha1 -kind: LLMRoute +kind: AIGatewayRoute metadata: - name: gateway-route + name: llmroute + namespace: ai-gateway spec: - inputSchema: - schema: OpenAI + targetRefs: + - group: gateway.networking.k8s.io + kind: Gateway + name: eg + schema: + name: OpenAI rules: - matches: - - headers: - key: x-envoy-ai-gateway-llm-model - value: llama3-70b - backendRefs: - - name: kserve-backend - weight: 20 - - name: aws-bedrock-backend - weight: 80 + - matches: + - headers: + - type: Exact + name: x-ai-gateway-llm-backend + value: awsbedrock-backend + backendRefs: + - name: awsbedrock-backend + weight: 100 + - matches: + - headers: + - type: Exact + name: x-ai-gateway-llm-backend + value: kserve-llama-backend + backendRefs: + - name: kserve-llama-backend + weight: 100 + filterConfig: + externalProcess: + replicas: 1 ``` -#### LLMBackend +#### AIServiceBackend ```yaml apiVersion: aigateway.envoyproxy.io/v1alpha1 -kind: LLMBackend +kind: AIServiceBackend metadata: - name: kserve + name: awsbedrock-backend + namespace: ai-gateway spec: - outputSchema: OpenAI - backendRef: kserve-backend - backendSecurityPolicyName: jwt + schema: + name: "AWSBedrock" + backendRef: + group: "gateway.envoyproxy.io" + kind: "Backend" + name: "llm-bedrock-backend" --- apiVersion: aigateway.envoyproxy.io/v1alpha1 -kind: LLMBackend +kind: AIServiceBackend +metadata: + name: kserve-llama-backend + namespace: ai-gateway +spec: + schema: + name: "OpenAI" + backendRef: + group: "gateway.envoyproxy.io" + kind: "Backend" + name: "kserve-llama-backend" +--- +apiVersion: gateway.envoyproxy.io/v1alpha1 +kind: Backend metadata: - name: aws-bedrock-llama-3 + name: kserve-llama-backend + namespace: ai-gateway spec: - outputSchema: AWSBedrock - backendRef: aws-bedrock-backend - backendSecurityPolicyName: aws-oidc + endpoints: + - fqdn: + hostname: llama-3-1-70b-instruct-vllm.example.com + port: 443 +--- +apiVersion: gateway.envoyproxy.io/v1alpha1 +kind: Backend +metadata: + name: llm-bedrock-backend + namespace: ai-gateway +spec: + endpoints: + - fqdn: + hostname: bedrock-runtime.us-east-1.amazonaws.com + port: 443 + ``` #### BackendTrafficPolicy @@ -304,6 +472,11 @@ kind: BackendTrafficPolicy metadata: name: llama-ratelimit spec: + # Applies the rate limit policy to the gateway. + targetRefs: + - name: eg + kind: Gateway + group: gateway.networking.k8s.io rateLimit: type: Global global: @@ -315,14 +488,15 @@ spec: - name: x-user-id type: Distinct limit: + # configure the number of allowed token per minute, per user and model requests: 1000 unit: Minute cost: response: + from: Metadata metadata: - namespace: "llm.ratelimit" - key: "ai_gateway_filter.token_usage" - + namespace: "io.envoy.ai_gateway" + key: "ai_gateway_filter.llm_input_token" ``` ## Diagrams @@ -333,13 +507,12 @@ custom resources and then calls a set of hooks that allow the generated xDS conf ![Data Plane](./control_plane.png) -AI Gateway ExtProc controller watches the `LLMRoute` resource and perform the follow steps: +AI Gateway ExtProc controller watches the `AIGatewayRoute` resource and perform the follow steps: - Reconciles the envoy gateway ext proc deployment and creates the extension policy. - Reconciles the envoy proxy deployment and attach the AWS credential if the provider is AWS. -- Reconciles `LLMRoute` to calculate the routing rules and generates the `HTTPRoute` resource applying the extension filter. +- Reconciles `AIGatewayRoute` to calculate the routing rules and generates the `HTTPRoute` resource applying the extension filter. -AI Gateway extension server also watches the `LLMRoute`, `LLMSecurityPolicy` and `BackendTrafficPolicy` to dynamically update the xDS -configuration for the rate limiting filter and aws signing filter. +Envoy Gateway controller watches the `BackendTrafficPolicy` to dynamically update the xDS configuration for the rate limiting filter. ### Data Plane @@ -359,9 +532,9 @@ The flow can be described as: - Rate limiting is applied for request based usage tracking. - Provider authentication policy is applied based on the AI provider - API key is injected to the request headers for the provider supporting API keys. - - AWS signing filter is applied for authenticating with AWS Bedrock service if the backend is targeted to AWS -- Routing rule is applied to route the request to the specified or calculated destination. -- Upon receiving the response from AI provider, the token usage is reduced by extracting the usage fields according to OpenAI schema. + - AWS requests are signed by ExtProc and credentials are injected for authenticating with AWS Bedrock service if the backend is targeted to AWS +- Request is routed by the envoy proxy to the specified or calculated destination. +- Upon receiving the response from AI provider, the token usage is reduced by extracting the usage fields. - the rate limit is enforced on the subsequent request. From f7712d51226a63767ba46d79ddd46b0fab9025c8 Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Tue, 28 Jan 2025 20:37:59 -0500 Subject: [PATCH 09/17] Fix wording Signed-off-by: Dan Sun --- docs/proposals/001-ai-gateway-proposal/proposal.md | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index 6ddd1026..fe162ae1 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -27,11 +27,11 @@ The AI Gateway project is to act as a centralized access point for managing and controlling access to various AI models within an organization. It provides a single interface for developers to interact with different AI providers while ensuring security, governance and observability over AI traffic. -This proposal introduces four new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **AIGatewayRoute**, **AIServiceBackend**. +This proposal introduces new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **AIGatewayRoute**, **AIServiceBackend** and **BackendSecurityPolicy**. * The `AIGatewayRoute` specifies the schema for the user requests and routing rules to the `AIServiceBackend`s. * The `AIServiceBackend` defines the AI service backend schema and security policy for various AI providers. This resource is managed by the Inference Platform Admin persona. -* The `BackendSecurityPolicy` defines the authentication policy for AI service provider using the API token or OIDC federation. +* The `BackendSecurityPolicy` defines the authentication policy for AI service provider with API key or cloud credentials. * Rate Limiting for LLM workload is based on tokens, we extend envoy gateway to support generic cost based rate limiting. ## Goals @@ -266,8 +266,8 @@ OIDCExchangeToken *AWSOIDCExchangeToken `json:"oidcExchangeToken,omitempty"` ### Token Usage Rate Limiting AI Gateway project extended the envoy gateway `BackendTrafficPolicy` with a generic usage based rate limiting in [#4957](https://github.com/envoyproxy/gateway/pull/4957). -For supporting token usage based rate limiting, we configure `hits_addend` in the response path to allow reducing the counter based on the response content that affects the subsequent requests. -The token usages are extracted from the standard token usage fields according to then OpenAI schema in the ext proc `processResponseBody` handler. +For supporting token usage based rate limiting, we reduce the rate limit counter in the response path. Since the reduction happens after the response is complete, the rate limiting is not enforced for the current but the subsequent requests. +The token usages are extracted from the standard token usage fields according to the OpenAI schema in the ext proc `processResponseBody` handler. The AI gateway ext proc includes an envoy rate limiting service client to reduce the counter based on the LLM inference responses. The rate limiting server configuration is updated dynamically via xDS whenever the rate limiting rules are changed. @@ -369,6 +369,7 @@ Limit RateLimitValue `json:"limit"` // +optional // +notImplementedHide Cost *RateLimitCost `json:"cost,omitempty"` +} ``` ### Yaml Examples From cf855cfa51dc4b17104a7a8f588d663caed496f7 Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Tue, 28 Jan 2025 21:21:04 -0500 Subject: [PATCH 10/17] Update example docs Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 84 +++++++++++++++---- 1 file changed, 70 insertions(+), 14 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index fe162ae1..ae6c0ebd 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -13,9 +13,9 @@ - [Proposal](#proposal) - [Personas](#personas) - [Axioms](#axioms) - - [LLMRoute](#llmroute) - - [LLMBackend](#llmbackend) - - [LLMSecurityPolicy](#llmsecuritypolicy) + - [AIGatewayRoute](#aigatewayroute) + - [AIServiceBackend](#aiservicebackend) + - [BackendSecurityPolicy](#backendsecuritypolicy) - [Token Usage based Rate Limiting](#token-usage-rate-limiting) - [Diagrams](#diagrams) - [FAQ](#faq) @@ -177,6 +177,23 @@ BackendRefs []AIGatewayRouteRuleBackendRef `json:"backendRefs,omitempty"` // +kubebuilder:validation:MaxItems=128 Matches []AIGatewayRouteRuleMatch `json:"matches,omitempty"` } + +// LLMRequestCost specifies "where" the request cost is stored in the filter metadata as well as +// "how" the cost is calculated. By default, the cost is retrieved from "output token" in the response body. +// +// This can be used to subtract the usage token from the usage quota in the rate limit filter when +// the request completes combined with `apply_on_stream_done` and `hits_addend` fields of +// the rate limit configuration https://www.envoyproxy.io/docs/envoy/latest/api-v3/config/route/v3/route_components.proto#config-route-v3-ratelimit +// which is introduced in Envoy 1.33 (to be released soon as of writing). +type LLMRequestCost struct { +// MetadataKey is the key of the metadata storing the request cost. +MetadataKey string `json:"metadataKey"` +// Type is the kind of the request cost calculation. +Type LLMRequestCostType `json:"type"` +// CELExpression is the CEL expression to calculate the cost of the request. +// This is not empty when the Type is LLMRequestCostTypeCELExpression. +CELExpression string `json:"celExpression,omitempty"` +} ``` @@ -269,9 +286,6 @@ AI Gateway project extended the envoy gateway `BackendTrafficPolicy` with a gene For supporting token usage based rate limiting, we reduce the rate limit counter in the response path. Since the reduction happens after the response is complete, the rate limiting is not enforced for the current but the subsequent requests. The token usages are extracted from the standard token usage fields according to the OpenAI schema in the ext proc `processResponseBody` handler. -The AI gateway ext proc includes an envoy rate limiting service client to reduce the counter based on the LLM inference responses. The rate limiting server configuration is updated dynamically via xDS -whenever the rate limiting rules are changed. - ```go type RateLimitCost struct { // Request specifies the number to reduce the rate limit counters @@ -375,8 +389,11 @@ Cost *RateLimitCost `json:"cost,omitempty"` ### Yaml Examples #### AIGatewayRoute -The routing calculation in done in the `ExtProc` by analyzing the match rules on `AIGatewayRoute` spec to emulate the behavior in order to perform the provider specific transformation and authentication, -because the routing decision is made at the very end of the filter chain. +The routing calculation in done in the `ExtProc` by analyzing the match rules on `AIGatewayRoute` spec to emulate the behavior in order to perform the provider specific transformation and authentication before the routing filter is applied, + because it happens at the very end of the filter chain. + +The `AIServiceBackend` rules are specified on the `AIGatewayRoute` based on model header matching, in this example `anthropic.claude-3-5-sonnet` is routed to the AWS Bedrock and `llama-3.3-70b-instruction` is routed to the KServe backend for the self-hosted llama model. +`LLMRequestCost` is specified with the metadata key `llm_total_token` to store the cost of the LLM request. ```yaml apiVersion: aigateway.envoyproxy.io/v1alpha1 @@ -395,25 +412,60 @@ spec: - matches: - headers: - type: Exact - name: x-ai-gateway-llm-backend - value: awsbedrock-backend + name: x-ai-eg-model + value: anthropic.claude-3-5-sonnet-20240620-v1:0 backendRefs: - name: awsbedrock-backend weight: 100 - matches: - headers: - type: Exact - name: x-ai-gateway-llm-backend - value: kserve-llama-backend + name: x-ai-eg-model + value: llama-3.3-70b-instruction backendRefs: - name: kserve-llama-backend weight: 100 + # The following metadata keys are used to store the costs from the LLM request. + llmRequestCosts: + - metadataKey: llm_total_token + type: TotalToken filterConfig: externalProcess: replicas: 1 ``` +#### BackendSecurityPolicy +`BackendSecurityPolicy` specifies the API key or credentials that envoy AI gateway uses to authenticate with the upstream provider. In this example API key is used to authenticate with OpenAI service and +AWS credential is used to authenticate with AWS Bedrock service. +```yaml +apiVersion: aigateway.envoyproxy.io/v1alpha1 +kind: BackendSecurityPolicy +metadata: + name: aws-bedrock-policy + namespace: default +spec: + type: AWSCredentials + awsCredentials: + region: us-east-1 + credentialsFile: + secretRef: + name: aws-credential + profile: default +--- +apiVersion: aigateway.envoyproxy.io/v1alpha1 +kind: BackendSecurityPolicy +metadata: + name: openai-policy + namespace: default +spec: + type: APIKey + apiKey: + secretRef: + name: openai-api-key +``` + #### AIServiceBackend +Based on the gateway routes, we define the AWS Bedrock and KServe `AIServiceBackend` along with the envoy gateway backend resource with the fqdn for the routing destination. ```yaml apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: AIServiceBackend @@ -440,6 +492,10 @@ spec: group: "gateway.envoyproxy.io" kind: "Backend" name: "kserve-llama-backend" + BackendSecurityPolicyRef: + group: "aigateway.envoyproxy.io" + kind: "BackendSecurityPolicy" + name: "kserve-llama-backend" --- apiVersion: gateway.envoyproxy.io/v1alpha1 kind: Backend @@ -449,7 +505,7 @@ metadata: spec: endpoints: - fqdn: - hostname: llama-3-1-70b-instruct-vllm.example.com + hostname: llama-3-3-70b-instruct-vllm.example.com port: 443 --- apiVersion: gateway.envoyproxy.io/v1alpha1 @@ -497,7 +553,7 @@ spec: from: Metadata metadata: namespace: "io.envoy.ai_gateway" - key: "ai_gateway_filter.llm_input_token" + key: "llm_total_token" ``` ## Diagrams From 6b309efae8eade204b3cc2897f14d9b952f8396c Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Wed, 29 Jan 2025 08:30:54 -0500 Subject: [PATCH 11/17] Update diagrams Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/data_plane.png | Bin 75542 -> 167353 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/data_plane.png 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z>o=+6EoFT0vmWZ;3?-vPB*>ni_C2+UMw5i)1Z73f_zdI&b9GyEgZhTaIFk1+NT!I5 zH{)8TpR|eS$VpO|wM>4)e6B_YV6uo2jK654UQY3zU6zBXSYAFoM4dt;CJ(;;N(@v+ zLq)j{Eit|GyPm~#TLK>;@}7R=0;xy#(|CU#7YgbGbrl57x3IMx4sn6dob+Ivx`Rr} z&uJV89{h_y=F_70I}ZNEe_Q Date: Wed, 29 Jan 2025 11:02:14 -0500 Subject: [PATCH 13/17] Update credential names Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 24 +++++++------------ 1 file changed, 9 insertions(+), 15 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index ae6c0ebd..999b531d 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -18,8 +18,6 @@ - [BackendSecurityPolicy](#backendsecuritypolicy) - [Token Usage based Rate Limiting](#token-usage-rate-limiting) - [Diagrams](#diagrams) -- [FAQ](#faq) -- [Open Questions](#open-questions) @@ -441,7 +439,7 @@ AWS credential is used to authenticate with AWS Bedrock service. apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: BackendSecurityPolicy metadata: - name: aws-bedrock-policy + name: aws-bedrock-credential namespace: default spec: type: AWSCredentials @@ -455,7 +453,7 @@ spec: apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: BackendSecurityPolicy metadata: - name: openai-policy + name: openai-ai-key namespace: default spec: type: APIKey @@ -479,6 +477,10 @@ spec: group: "gateway.envoyproxy.io" kind: "Backend" name: "llm-bedrock-backend" + BackendSecurityPolicyRef: + group: "aigateway.envoyproxy.io" + kind: "BackendSecurityPolicy" + name: "aws-bedrock-credential" --- apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: AIServiceBackend @@ -495,7 +497,7 @@ spec: BackendSecurityPolicyRef: group: "aigateway.envoyproxy.io" kind: "BackendSecurityPolicy" - name: "kserve-llama-backend" + name: "openai-ai-key" --- apiVersion: gateway.envoyproxy.io/v1alpha1 kind: Backend @@ -583,21 +585,13 @@ This diagram lightly follows the example request for routing to Anthropic claude The flow can be described as: - The request comes in to envoy AI gateway(Ext-Proc). - Ext Authorization filter is applied for checking if the user or account is authorized to access the model. -- ExtProc looks up the model name claude-3.5-sonnet from the request and inject the request header `x-ai-gateway-llm-model-name`. -- ExtProc extracts the request header `x-ai-gateway-llm-backend` or calculate the rules to determine the backend. +- ExtProc calculates the routing destination by matching request headers such as model name and inject the routing header `x-ai-gateway-llm-model-name`. - ExtProc translates the user inference request (OpenAI) to the data schema according to the AI provider. - Rate limiting is applied for request based usage tracking. - Provider authentication policy is applied based on the AI provider - API key is injected to the request headers for the provider supporting API keys. - AWS requests are signed by ExtProc and credentials are injected for authenticating with AWS Bedrock service if the backend is targeted to AWS - Request is routed by the envoy proxy to the specified or calculated destination. -- Upon receiving the response from AI provider, the token usage is reduced by extracting the usage fields. +- Upon receiving the response from AI provider, the token usage limit is reduced by extracting the usage fields of chat completion response. - the rate limit is enforced on the subsequent request. - -## FAQ - - - -## Open Questions - From 59a3f85b9d91f2bbcfcec6c5c090e49c0d79e236 Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Wed, 29 Jan 2025 18:33:56 -0500 Subject: [PATCH 14/17] Address review comments Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 55 +++++++++---------- 1 file changed, 25 insertions(+), 30 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index 999b531d..00adeeef 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -1,8 +1,5 @@ # Envoy AI Gateway -## Proposal Status - ***Draft*** - ## Table of Contents @@ -23,20 +20,20 @@ ## Summary The AI Gateway project is to act as a centralized access point for managing and controlling access to various AI models within an organization. -It provides a single interface for developers to interact with different AI providers while ensuring security, governance and observability over AI traffic. +It provides a single interface for developers to interact with different AI Services while ensuring security, governance and observability over AI traffic. This proposal introduces new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **AIGatewayRoute**, **AIServiceBackend** and **BackendSecurityPolicy**. * The `AIGatewayRoute` specifies the schema for the user requests and routing rules to the `AIServiceBackend`s. -* The `AIServiceBackend` defines the AI service backend schema and security policy for various AI providers. This resource is managed by the Inference Platform Admin persona. -* The `BackendSecurityPolicy` defines the authentication policy for AI service provider with API key or cloud credentials. +* The `AIServiceBackend` defines the AI service backend schema and security policy for various AI Services. This resource is managed by the Inference Platform Admin persona. +* The `BackendSecurityPolicy` defines the authentication policy for AI services with API key or cloud credentials. * Rate Limiting for LLM workload is based on tokens, we extend envoy gateway to support generic cost based rate limiting. ## Goals - Drive the consensus on the Envoy AI Gateway API for the MVP features - - Upstream Model Access: Support accessing models from an initial list of AI Providers: AWS Bedrock, OpenAI. - - Unified Client Access: Support a unified AI gateway API across AI providers. + - Upstream Model Access: Support accessing models from an initial list of AI Services: AWS Bedrock, OpenAI. + - Unified Client Access: Support a unified AI gateway API across AI Services. - Traffic Management: Monitor and regulate AI usage, including token rate limiting and cost optimization by tracking API calls and model usage. - Observability: Provide detailed insights into usage patterns, performance and potential issues through logging and metrics collection. - Policy Enforcement: Allow organizations to set specific rules and guidelines for how AI models can be accessed and used. @@ -55,11 +52,11 @@ Before diving into the details of the API, descriptions of the personas will hel #### Inference Platform Admin -The Inference Platform Admin manages the gateway infrastructure necessary to route inference requests to a variety of AI providers. +The Inference Platform Admin manages the gateway infrastructure necessary to route inference requests to a variety of AI Services. Including handling Ops for: - - A list of AI providers and supported models - - AI provider API schema conversion and centralized upstream authentication configurations. - - Traffic policy including rate limiting, fallback resilience between providers. + - A list of AI Services and supported models + - AI Services API schema conversion and centralized upstream authentication configurations. + - Traffic policy including rate limiting, fallback resilience between AI Service backends. #### Payment Team @@ -67,7 +64,7 @@ Including handling Ops for: #### Security Team -- Security team to control the ACL for accessing the models from AI providers. +- Security team to control the ACL for accessing the models from AI Services. ### Axioms @@ -233,7 +230,7 @@ BackendSecurityPolicyRef *gwapiv1.LocalObjectReference `json:"backendSecurityPol ### BackendSecurityPolicy The `BeckendSecurityPolicy` defines the authentication methods with the upstream AI service provider. `APIKey` provides a simple authentication method to -authenticate with upstream AI service providers such as OpenAI or Anthropic. For accessing models via cloud providers such as AWS, GCP, the cloud credential is managed with Kubernetes secrets or exchanged +authenticate with upstream AI services such as OpenAI or Anthropic. For accessing models via cloud providers such as AWS, GCP, the cloud credential is managed with Kubernetes secrets or exchanged using OIDC federation. ```golang @@ -414,7 +411,6 @@ spec: value: anthropic.claude-3-5-sonnet-20240620-v1:0 backendRefs: - name: awsbedrock-backend - weight: 100 - matches: - headers: - type: Exact @@ -422,7 +418,6 @@ spec: value: llama-3.3-70b-instruction backendRefs: - name: kserve-llama-backend - weight: 100 # The following metadata keys are used to store the costs from the LLM request. llmRequestCosts: - metadataKey: llm_total_token @@ -433,7 +428,7 @@ spec: ``` #### BackendSecurityPolicy -`BackendSecurityPolicy` specifies the API key or credentials that envoy AI gateway uses to authenticate with the upstream provider. In this example API key is used to authenticate with OpenAI service and +`BackendSecurityPolicy` specifies the API key or credentials that `Envoy AI Gateway` uses to authenticate with the upstream provider. In this example API key is used to authenticate with OpenAI service and AWS credential is used to authenticate with AWS Bedrock service. ```yaml apiVersion: aigateway.envoyproxy.io/v1alpha1 @@ -541,7 +536,7 @@ spec: global: rules: - clientSelectors: - - name: x-ai-gateway-llm-model-name + - name: x-ai-eg-model type: exact value: llama-3.3-70b-instruction - name: x-user-id @@ -560,7 +555,7 @@ spec: ## Diagrams ### Control Plane -Envoy AI Gateway extends Envoy Gateway using an Extension Server. Envoy Gateway can be configured to call an external server over gRPC with +`Envoy AI Gateway` extends Envoy Gateway using an Extension Server. Envoy Gateway can be configured to call an external server over gRPC with the xDS configuration before it is sent to Envoy Proxy. The Envoy Gateway extension Server provides a mechanism where Envoy Gateway tracks custom resources and then calls a set of hooks that allow the generated xDS configuration to be modified before it is sent to Envoy Proxy. @@ -568,7 +563,7 @@ custom resources and then calls a set of hooks that allow the generated xDS conf AI Gateway ExtProc controller watches the `AIGatewayRoute` resource and perform the follow steps: - Reconciles the envoy gateway ext proc deployment and creates the extension policy. -- Reconciles the envoy proxy deployment and attach the AWS credential if the provider is AWS. +- Reconciles the envoy proxy deployment and attach the AWS credential if the `AIServiceBackend` is AWS. - Reconciles `AIGatewayRoute` to calculate the routing rules and generates the `HTTPRoute` resource applying the extension filter. Envoy Gateway controller watches the `BackendTrafficPolicy` to dynamically update the xDS configuration for the rate limiting filter. @@ -577,21 +572,21 @@ Envoy Gateway controller watches the `BackendTrafficPolicy` to dynamically updat Much of this is better explained visually: -Below is a detailed view how an inference request works on envoy AI gateway +Below is a detailed view how an inference request works on `Envoy AI Gateway`. ![Data Plane](./data_plane.png) This diagram lightly follows the example request for routing to Anthropic claude 3.5 sonnet model on AWS Bedrock. The flow can be described as: -- The request comes in to envoy AI gateway(Ext-Proc). +- The request comes in to `Envoy AI Gateway` instances. - Ext Authorization filter is applied for checking if the user or account is authorized to access the model. -- ExtProc calculates the routing destination by matching request headers such as model name and inject the routing header `x-ai-gateway-llm-model-name`. -- ExtProc translates the user inference request (OpenAI) to the data schema according to the AI provider. -- Rate limiting is applied for request based usage tracking. -- Provider authentication policy is applied based on the AI provider - - API key is injected to the request headers for the provider supporting API keys. - - AWS requests are signed by ExtProc and credentials are injected for authenticating with AWS Bedrock service if the backend is targeted to AWS -- Request is routed by the envoy proxy to the specified or calculated destination. -- Upon receiving the response from AI provider, the token usage limit is reduced by extracting the usage fields of chat completion response. +- `Envoy AI Gateway` ExtProc calculates the backend by matching request headers such as model name and inject the routing header `x-ai-eg-selected-backend` for envoy routing filter. +- `Envoy AI Gateway` ExtProc translates the user inference request (OpenAI) to the API schema of the AI service backend. +- AI service authentication policy is applied based on the AI service backend: + - API key is injected to the request headers for the AI Services that supports API keys. + - AWS requests are signed by ExtProc and credentials are injected for AWS Bedrock service authentication. +- Rate limiting filter is applied for request based usage tracking. +- Request is routed by the envoy proxy to the specified or calculated AI service backend. +- Upon receiving the response from the AI service, the token usage limit is reduced by extracting the usage fields of the chat completion response. - the rate limit is enforced on the subsequent request. From 6c31d4651e4206778e15ad68b484c1e72f82b2dd Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Wed, 29 Jan 2025 18:49:07 -0500 Subject: [PATCH 15/17] Update techminology Signed-off-by: Dan Sun --- .../001-ai-gateway-proposal/proposal.md | 26 +++++++++---------- 1 file changed, 13 insertions(+), 13 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index 00adeeef..a211523c 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -22,16 +22,16 @@ The AI Gateway project is to act as a centralized access point for managing and controlling access to various AI models within an organization. It provides a single interface for developers to interact with different AI Services while ensuring security, governance and observability over AI traffic. -This proposal introduces new Custom Resource Definitions(CRD) to support the requirements of the Envoy AI Gateway: **AIGatewayRoute**, **AIServiceBackend** and **BackendSecurityPolicy**. +This proposal introduces new Custom Resource Definitions(CRD) to support the requirements of the `Envoy AI Gateway`: **AIGatewayRoute**, **AIServiceBackend** and **BackendSecurityPolicy**. * The `AIGatewayRoute` specifies the schema for the user requests and routing rules to the `AIServiceBackend`s. * The `AIServiceBackend` defines the AI service backend schema and security policy for various AI Services. This resource is managed by the Inference Platform Admin persona. * The `BackendSecurityPolicy` defines the authentication policy for AI services with API key or cloud credentials. -* Rate Limiting for LLM workload is based on tokens, we extend envoy gateway to support generic cost based rate limiting. +* Rate Limiting for LLM workload is based on tokens, we extend `Envoy Gateway` to support generic cost based rate limiting. ## Goals -- Drive the consensus on the Envoy AI Gateway API for the MVP features +- Drive the consensus on the `Envoy AI Gateway` API for the MVP features - Upstream Model Access: Support accessing models from an initial list of AI Services: AWS Bedrock, OpenAI. - Unified Client Access: Support a unified AI gateway API across AI Services. - Traffic Management: Monitor and regulate AI usage, including token rate limiting and cost optimization by tracking API calls and model usage. @@ -80,7 +80,7 @@ The API design is based on these axioms: `AIGatewayRoute` defines the unified user request schema and the routing rules to a list of supported `AIServiceBackend`s such as AWS Bedrock, GCP Vertex AI, Azure OpenAI and KServe for self-hosted LLMs. - `AIGatewayRoute` serves as a way to define the unified AI Gateway API which allows downstream clients to use a single schema API to interact with multiple `AIServiceBackend`s. -- `AIGatewayRoute`s are defined to route to the `AIServiceBackend`s based on the HTTP header/path matching. The rules are matched in the envoy ai gateway external proc as the backend needs to be determined for request body transformation and upstream authentication. +- `AIGatewayRoute`s are defined to route to the `AIServiceBackend`s based on the HTTP header/path matching. The rules are matched in the `Envoy AI Gateway` external proc as the backend needs to be determined for request body transformation and upstream authentication. The `HTTPRoute` handles upstream routing once backend is selected using the injected ai gateway routing header. - `BackendTrafficPolicy` is referenced to perform other necessary jobs for upstream authentication and rate limiting. @@ -194,7 +194,7 @@ CELExpression string `json:"celExpression,omitempty"` ### AIServiceBackend -`AIServiceBackend` defines the AI service provider API schema and a reference to the envoy gateway backend +`AIServiceBackend` defines the AI service provider API schema and a reference to the `Envoy Gateway` backend - The Gateway routes the traffic to the appropriate `AIServiceBackend` by converting the unified API schema to the AI service provider API schema. - The `AIServiceBackend` is attached with the `BackendSecurityPolicy` to perform the upstream authentication. @@ -277,7 +277,7 @@ OIDCExchangeToken *AWSOIDCExchangeToken `json:"oidcExchangeToken,omitempty"` ### Token Usage Rate Limiting -AI Gateway project extended the envoy gateway `BackendTrafficPolicy` with a generic usage based rate limiting in [#4957](https://github.com/envoyproxy/gateway/pull/4957). +AI Gateway project extended the `Envoy Gateway` `BackendTrafficPolicy` with a generic usage based rate limiting in [#4957](https://github.com/envoyproxy/gateway/pull/4957). For supporting token usage based rate limiting, we reduce the rate limit counter in the response path. Since the reduction happens after the response is complete, the rate limiting is not enforced for the current but the subsequent requests. The token usages are extracted from the standard token usage fields according to the OpenAI schema in the ext proc `processResponseBody` handler. @@ -458,7 +458,7 @@ spec: ``` #### AIServiceBackend -Based on the gateway routes, we define the AWS Bedrock and KServe `AIServiceBackend` along with the envoy gateway backend resource with the fqdn for the routing destination. +Based on the gateway routes, we define the AWS Bedrock and KServe `AIServiceBackend` along with the `Envoy Gateway` backend resource with the FQDN for the routing destination. ```yaml apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: AIServiceBackend @@ -555,16 +555,16 @@ spec: ## Diagrams ### Control Plane -`Envoy AI Gateway` extends Envoy Gateway using an Extension Server. Envoy Gateway can be configured to call an external server over gRPC with -the xDS configuration before it is sent to Envoy Proxy. The Envoy Gateway extension Server provides a mechanism where Envoy Gateway tracks +`Envoy AI Gateway` extends `Envoy Gateway` using an Extension Server. `Envoy Gateway` can be configured to call an external server over gRPC with +the xDS configuration before it is sent to Envoy Proxy. The `Envoy Gateway` extension Server provides a mechanism where `Envoy Gateway` tracks custom resources and then calls a set of hooks that allow the generated xDS configuration to be modified before it is sent to Envoy Proxy. ![Data Plane](./control_plane.png) AI Gateway ExtProc controller watches the `AIGatewayRoute` resource and perform the follow steps: -- Reconciles the envoy gateway ext proc deployment and creates the extension policy. -- Reconciles the envoy proxy deployment and attach the AWS credential if the `AIServiceBackend` is AWS. -- Reconciles `AIGatewayRoute` to calculate the routing rules and generates the `HTTPRoute` resource applying the extension filter. +- Reconciles the `Envoy Gateway` deployment and creates the extension policy. +- Reconciles the `Envoy Gateway` ext proc deployment and mount the API key or AWS credential secret if the `AIServiceBackend` is AWS. +- Reconciles `AIGatewayRoute` to calculate the backend and generates the `HTTPRoute` resource attaching the upstream host rewrite filter. Envoy Gateway controller watches the `BackendTrafficPolicy` to dynamically update the xDS configuration for the rate limiting filter. @@ -578,7 +578,7 @@ Below is a detailed view how an inference request works on `Envoy AI Gateway`. This diagram lightly follows the example request for routing to Anthropic claude 3.5 sonnet model on AWS Bedrock. The flow can be described as: -- The request comes in to `Envoy AI Gateway` instances. +- The request comes into `Envoy AI Gateway` instances. - Ext Authorization filter is applied for checking if the user or account is authorized to access the model. - `Envoy AI Gateway` ExtProc calculates the backend by matching request headers such as model name and inject the routing header `x-ai-eg-selected-backend` for envoy routing filter. - `Envoy AI Gateway` ExtProc translates the user inference request (OpenAI) to the API schema of the AI service backend. 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z3|;d{i-SXpMiaLAQ?{v^N~DEY(rj#Rf4{*je&Da=xoWgn(Dc0+xJ?4=xQ#G;->k~8 zDyX(n+0h|XdW;e=d(zoj-~!Apv`>}Jt5)c>bALh{0>m3A>?^gS7?RFi3SR0TUM3d% zf}PdE_-tm+Ox5^oV*kP9TRGRe$#IwH5IbsPyMCJ@GO~k1Z#<)6o>p!5?JP$KnGf0l zhG%Zm{awL`^fS=;C!ttnTTHABJ;rWvruzaFit54^GVc8kT(By($i)Sxf}3IXVwBtQ zxZ-xQ5Bv|z{A+@Am|z<1Y%0yz|0im@`q0l0f@}{coDm<};z+>?YW{CyV{t~{44BrF z2G@dBf8T)2BQTdNe#a37_75_$s+aIBz~h~9`K@cgfYt4_v+|qJzILWEpLN?9_jmxDx?IEEfj;>*?$S zO@QQq|I2vj5(I}GoNYe5O0EC!VLANz@+aW+Hwt(nu71lz`X70Szi;ekF8n{tw>mH; z9paUYKI5tX#t&Gi!N5K|xdU|fzaI4e81Y}|^FK!Xj}r4gM*J7S`kzMpyM|l&%l|au zf7ZzVGtK|mRQ=C1|7X|W|D})EMMdv0?9AQb9aQpPec5#c{^5NJxJ+Af^G%G3c|-Fb z9fF~q50Xuf<1s%ovZT3TApX!H*Z?7jWtt{+jHWVip|eD08a{Ermf z(`c!sC+qeeEHkF5d{jM;d>oh{e-3p#?erwLD;<67!)*uTz&NdB0+hz>_)mwb?j7HV@ty)SFtb6%DtfhQv&+Jtx*{J8HUef6<;V){b#Gz?TcGTsc#vXu>Y0zZmAEu&FcB-}tLLGxN_iN%-wKzsT+zIL{J^b1PG zoW;GwlM>%&o;sz3)8r$MOz*<(z11;cOri8{cLn*GY2=Y&VT#+btnrR?CM-(Ui^wzY z$d5SCoS+M|TDa`wXYz53{EP$g$Ow7TJ`yU} ## Summary -The AI Gateway project is to act as a centralized access point for managing and controlling access to various AI models within an organization. +The `Envoy AI Gateway` is to act as a centralized access point for managing and controlling access to various AI models within an organization. It provides a single interface for developers to interact with different AI Services while ensuring security, governance and observability over AI traffic. -This proposal introduces new Custom Resource Definitions(CRD) to support the requirements of the `Envoy AI Gateway`: **AIGatewayRoute**, **AIServiceBackend** and **BackendSecurityPolicy**. +It introduces new Custom Resource Definitions(CRD) to support the requirements of the `Envoy AI Gateway`: **AIGatewayRoute**, **AIServiceBackend** and **BackendSecurityPolicy**. * The `AIGatewayRoute` specifies the schema for the user requests and routing rules to the `AIServiceBackend`s. * The `AIServiceBackend` defines the AI service backend schema and security policy for various AI Services. This resource is managed by the Inference Platform Admin persona. -* The `BackendSecurityPolicy` defines the authentication policy for AI services with API key or cloud credentials. -* Rate Limiting for LLM workload is based on tokens, we extend `Envoy Gateway` to support generic cost based rate limiting. +* The `BackendSecurityPolicy` defines the authentication policy for upstream AI services using API key or cloud credentials. +* Rate Limiting for LLM workload is based on tokens, we extend `Envoy Gateway` to support generic cost based rate limiting as envoy so far only supports request based rate limiting. ## Goals -- Drive the consensus on the `Envoy AI Gateway` API for the MVP features +- Drive the consensus on the `Envoy AI Gateway` API for the MVP features: - Upstream Model Access: Support accessing models from an initial list of AI Services: AWS Bedrock, OpenAI. - Unified Client Access: Support a unified AI gateway API across AI Services. - - Traffic Management: Monitor and regulate AI usage, including token rate limiting and cost optimization by tracking API calls and model usage. + - Traffic Management: Monitor and regulate AI service traffic, including token rate limiting by tracking token usages for LLM models. - Observability: Provide detailed insights into usage patterns, performance and potential issues through logging and metrics collection. - Policy Enforcement: Allow organizations to set specific rules and guidelines for how AI models can be accessed and used. -- Documentation of API decisions for posterity +- Documentation of API decisions for posterity. ## Non-Goals @@ -54,13 +54,13 @@ Before diving into the details of the API, descriptions of the personas will hel The Inference Platform Admin manages the gateway infrastructure necessary to route inference requests to a variety of AI Services. Including handling Ops for: - - A list of AI Services and supported models + - A list of AI Services and supported models. - AI Services API schema conversion and centralized upstream authentication configurations. - Traffic policy including rate limiting, fallback resilience between AI Service backends. #### Payment Team -- Reports the per user/tenant LLM token usage for billing purpose. +- Reports per user/tenant/model LLM token usage for billing purpose. #### Security Team @@ -72,7 +72,7 @@ The API design is based on these axioms: - This solution should be composable with other Gateway solutions. - Gateway architecture should be extensible when customization is required. -- The MVP heavily assumes that the requests are done using the OpenAI spec, but open to the extension in the future. +- The MVP heavily assumes that the requests are sent using the OpenAI spec, but open to the extension in the future. ### AIGatewayRoute @@ -81,8 +81,7 @@ The API design is based on these axioms: - `AIGatewayRoute` serves as a way to define the unified AI Gateway API which allows downstream clients to use a single schema API to interact with multiple `AIServiceBackend`s. - `AIGatewayRoute`s are defined to route to the `AIServiceBackend`s based on the HTTP header/path matching. The rules are matched in the `Envoy AI Gateway` external proc as the backend needs to be determined for request body transformation and upstream authentication. -The `HTTPRoute` handles upstream routing once backend is selected using the injected ai gateway routing header. -- `BackendTrafficPolicy` is referenced to perform other necessary jobs for upstream authentication and rate limiting. +The `HTTPRoute` handles upstream routing once backend is selected using the AI gateway routing header. ```golang @@ -194,9 +193,9 @@ CELExpression string `json:"celExpression,omitempty"` ### AIServiceBackend -`AIServiceBackend` defines the AI service provider API schema and a reference to the `Envoy Gateway` backend +`AIServiceBackend` defines the AI service API schema and a reference to the `Envoy Gateway` backend for the target destination. -- The Gateway routes the traffic to the appropriate `AIServiceBackend` by converting the unified API schema to the AI service provider API schema. +- The Gateway routes the traffic to the appropriate `AIServiceBackend` by converting the unified API schema to the AI service API schema. - The `AIServiceBackend` is attached with the `BackendSecurityPolicy` to perform the upstream authentication. ```golang @@ -229,7 +228,7 @@ BackendSecurityPolicyRef *gwapiv1.LocalObjectReference `json:"backendSecurityPol ``` ### BackendSecurityPolicy -The `BeckendSecurityPolicy` defines the authentication methods with the upstream AI service provider. `APIKey` provides a simple authentication method to +The `BeckendSecurityPolicy` defines the authentication methods of the upstream AI service. `APIKey` provides a simple authentication method to authenticate with upstream AI services such as OpenAI or Anthropic. For accessing models via cloud providers such as AWS, GCP, the cloud credential is managed with Kubernetes secrets or exchanged using OIDC federation. @@ -278,7 +277,7 @@ OIDCExchangeToken *AWSOIDCExchangeToken `json:"oidcExchangeToken,omitempty"` ### Token Usage Rate Limiting AI Gateway project extended the `Envoy Gateway` `BackendTrafficPolicy` with a generic usage based rate limiting in [#4957](https://github.com/envoyproxy/gateway/pull/4957). -For supporting token usage based rate limiting, we reduce the rate limit counter in the response path. Since the reduction happens after the response is complete, the rate limiting is not enforced for the current but the subsequent requests. +For supporting token usage based rate limiting, it reduces the rate limit counter in the response path. Since the reduction happens after the response is complete, the rate limiting is not enforced for the current but the subsequent requests. The token usages are extracted from the standard token usage fields according to the OpenAI schema in the ext proc `processResponseBody` handler. ```go @@ -384,7 +383,7 @@ Cost *RateLimitCost `json:"cost,omitempty"` ### Yaml Examples #### AIGatewayRoute -The routing calculation in done in the `ExtProc` by analyzing the match rules on `AIGatewayRoute` spec to emulate the behavior in order to perform the provider specific transformation and authentication before the routing filter is applied, +The routing calculation in done in the `ExtProc` by analyzing the match rules on `AIGatewayRoute` spec to emulate the behavior in order to perform the AI Service specific transformation and authentication before the routing filter is applied, because it happens at the very end of the filter chain. The `AIServiceBackend` rules are specified on the `AIGatewayRoute` based on model header matching, in this example `anthropic.claude-3-5-sonnet` is routed to the AWS Bedrock and `llama-3.3-70b-instruction` is routed to the KServe backend for the self-hosted llama model. @@ -428,8 +427,8 @@ spec: ``` #### BackendSecurityPolicy -`BackendSecurityPolicy` specifies the API key or credentials that `Envoy AI Gateway` uses to authenticate with the upstream provider. In this example API key is used to authenticate with OpenAI service and -AWS credential is used to authenticate with AWS Bedrock service. +`BackendSecurityPolicy` specifies the API key or credentials that `Envoy AI Gateway` uses to authenticate with the upstream AI service. +In this example API key is used to authenticate with OpenAI service and AWS credential is used to authenticate with AWS Bedrock service. ```yaml apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: BackendSecurityPolicy @@ -458,7 +457,7 @@ spec: ``` #### AIServiceBackend -Based on the gateway routes, we define the AWS Bedrock and KServe `AIServiceBackend` along with the `Envoy Gateway` backend resource with the FQDN for the routing destination. +Based on the gateway routes, we define the AWS Bedrock and KServe `AIServiceBackend` along with the `Envoy Gateway` backend resource using the FQDN for the routing destination. ```yaml apiVersion: aigateway.envoyproxy.io/v1alpha1 kind: AIServiceBackend From a3542ef7f43d956b49f12506631f4453d2b68256 Mon Sep 17 00:00:00 2001 From: Dan Sun Date: Wed, 29 Jan 2025 22:18:07 -0500 Subject: [PATCH 17/17] Fix design wording Signed-off-by: Dan Sun --- docs/proposals/001-ai-gateway-proposal/proposal.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/docs/proposals/001-ai-gateway-proposal/proposal.md b/docs/proposals/001-ai-gateway-proposal/proposal.md index 75e2c412..7efcf48e 100644 --- a/docs/proposals/001-ai-gateway-proposal/proposal.md +++ b/docs/proposals/001-ai-gateway-proposal/proposal.md @@ -7,7 +7,7 @@ - [Summary](#summary) - [Goals](#goals) - [Non-Goals](#non-goals) -- [Proposal](#proposal) +- [Design](#design) - [Personas](#personas) - [Axioms](#axioms) - [AIGatewayRoute](#aigatewayroute) @@ -30,21 +30,21 @@ It introduces new Custom Resource Definitions(CRD) to support the requirements o * Rate Limiting for LLM workload is based on tokens, we extend `Envoy Gateway` to support generic cost based rate limiting as envoy so far only supports request based rate limiting. ## Goals - -- Drive the consensus on the `Envoy AI Gateway` API for the MVP features: +- Documentation of the 0.1 API decisions for posterity. +- Document `Envoy AI Gateway` MVP features: - Upstream Model Access: Support accessing models from an initial list of AI Services: AWS Bedrock, OpenAI. - Unified Client Access: Support a unified AI gateway API across AI Services. - Traffic Management: Monitor and regulate AI service traffic, including token rate limiting by tracking token usages for LLM models. - Observability: Provide detailed insights into usage patterns, performance and potential issues through logging and metrics collection. - Policy Enforcement: Allow organizations to set specific rules and guidelines for how AI models can be accessed and used. -- Documentation of API decisions for posterity. + ## Non-Goals - non-MVP features - Routing for LLM serving instances in a Kubernetes cluster -## Proposal +## Design ### Personas