Trendshift - Ask AI

base on Manages Unified Access to Generative AI Services built on Envoy Gateway # Envoy AI Gateway Envoy AI Gateway is an open source project for using [Envoy Gateway](https://github.com/envoyproxy/gateway) to handle request traffic from application clients to Generative AI services. ## Usage When using Envoy AI Gateway, we refer to a two-tier gateway pattern. **The Tier One Gateway** functions as a centralized entry point, and the **Tier Two Gateway** handles ingress traffic to a self-hosted model serving cluster. + The **Tier One Gateway** handles authentication, top-level routing, and global rate limiting + The **Tier Two Gateway** provides fine-grained control over self-hosted model access, with endpoint picker support for LLM inference optimization. ![](site/blog/images/aigw-ref.drawio.png) ## Supported AI Providers Envoy AI Gateway supports a wide range of AI providers, making it easy to integrate with your preferred LLM services: <div align="center"> <table> <tr> <td align="center" width="120"> <img src="site/static/img/providers/openai.svg" width="60" height="60" alt="OpenAI"/> OpenAI </td> <td align="center" width="120"> <img src="site/static/img/providers/azure-openai.svg" width="60" height="60" alt="Azure OpenAI"/> Azure OpenAI </td> <td align="center" width="120"> <img src="site/static/img/providers/google-gemini.svg" width="60" height="60" alt="Google Gemini"/> Google Gemini </td> <td align="center" width="120"> <img src="site/static/img/providers/vertex-ai.svg" width="60" height="60" alt="Vertex AI"/> Vertex AI </td> <td align="center" width="120"> <img src="site/static/img/providers/aws-bedrock.svg" width="60" height="60" alt="AWS Bedrock"/> AWS Bedrock </td> </tr> <tr> <td align="center" width="120"> <img src="site/static/img/providers/mistral.svg" width="60" height="60" alt="Mistral"/> Mistral </td> <td align="center" width="120"> <img src="site/static/img/providers/cohere.svg" width="60" height="60" alt="Cohere"/> Cohere </td> <td align="center" width="120"> <img src="site/static/img/providers/groq.svg" width="60" height="60" alt="Groq"/> Groq </td> <td align="center" width="120"> <img src="site/static/img/providers/together-ai.svg" width="60" height="60" alt="Together AI"/> Together AI </td> <td align="center" width="120"> <img src="site/static/img/providers/deepinfra.svg" width="60" height="60" alt="DeepInfra"/> DeepInfra </td> </tr> <tr> <td align="center" width="120"> <img src="site/static/img/providers/deepseek.svg" width="60" height="60" alt="DeepSeek"/> DeepSeek </td> <td align="center" width="120"> <img src="site/static/img/providers/hunyuan.svg" width="60" height="60" alt="Hunyuan"/> Hunyuan </td> <td align="center" width="120"> <img src="site/static/img/providers/sambanova.svg" width="60" height="60" alt="SambaNova"/> SambaNova </td> <td align="center" width="120"> <img src="site/static/img/providers/grok.svg" width="60" height="60" alt="Grok"/> Grok </td> <td align="center" width="120">  </td> </tr> </table> </div> ## Documentation * [Blog](https://aigateway.envoyproxy.io/blog) introducing Envoy AI Gateway. * [Documentation](https://aigateway.envoyproxy.io/docs) for Envoy AI Gateway. * [Quickstart](https://aigateway.envoyproxy.io/docs/getting-started/) to use Envoy AI Gateway in a few simple steps. * [Concepts](https://aigateway.envoyproxy.io/docs/concepts/) to understand the architecture and resources of Envoy AI Gateway. ## Contact * Slack: Join the [Envoy Slack workspace][] if you're not already a member. Otherwise, use the [Envoy AI Gateway channel][] to start collaborating with the community. ## Get Involved We adhere to the [CNCF Code of conduct][Code of conduct] The Envoy AI Gateway team and community members meet every Thursday. Please register for the meeting, add agenda points, and get involved. The meeting details are available in the [public document][meeting]. To contribute to the project via pull requests, please read the [CONTRIBUTING.md](CONTRIBUTING.md) file which includes information on how to build and test the project. ## Background The proposal of using Envoy Gateway as a [Cloud Native LLM Gateway][Cloud Native LLM Gateway] inspired the initiation of this project. [meeting]: https://docs.google.com/document/d/10e1sfsF-3G3Du5nBHGmLjXw5GVMqqCvFDqp_O65B0_w/edit?tab=t.0 [Envoy Slack workspace]: https://communityinviter.com/apps/envoyproxy/envoy [Envoy AI Gateway channel]: https://envoyproxy.slack.com/archives/C07Q4N24VAA [Code of conduct]: https://github.com/cncf/foundation/blob/main/code-of-conduct.md [Cloud Native LLM Gateway]: https://docs.google.com/document/d/1FQN_hGhTNeoTgV5Jj16ialzaSiAxC0ozxH1D9ngCVew/edit?tab=t.0#heading=h.uuu99yemq4eo ", Assign "at most 3 tags" to the expected json: {"id":"14437","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"

AI prompts