base on Various extensions for the Eino framework: https://github.com/cloudwego/eino # Eino Extension English | [中文](README.zh_CN.md) ## Overview The EinoExt project hosts various extensions for the [Eino](https://github.com/cloudwego/eino) framework. Eino framework is a powerful and flexible framework for building LLM applications. The extensions include: - **component implementations**: official implementations for Eino's component types. | component type | official implementations | |----------------------|----------------------------------------| | ChatModel | OpenAI, Claude, Gemini, Ark, Ollama... | | Tool | Google Search, Duck Duck Go... | | Retriever | Elastic Search, Volc VikingDB... | | ChatTemplate | DefaultChatTemplate... | | Document Loader | WebURL, Amazon S3, File... | | Document Transformer | HTMLSplitter, ScoreReranker... | | Indexer | Elastic Search, Volc VikingDB... | | Embedding | OpenAI, Ark... | | Lambda | JSONMessageParser... | For more details about component types, please refer to the [Eino component documentation.](https://www.cloudwego.io/zh/docs/eino/core_modules/components/) For more details about component implementations, please refer to the [Eino ecosystem documentation.](https://www.cloudwego.io/zh/docs/eino/ecosystem_integration/) - **callback handlers**: official callback handlers implementing Eino's CallbackHandler interface, such as [Langfuse tracing](https://langfuse.com/docs/tracing) callback. - **DevOps tools**: IDE plugin for Eino that enables visualized debugging, UI based graph editing and more. For more details, please refer to the [Eino Dev tooling documentation.](https://www.cloudwego.io/zh/docs/eino/core_modules/devops/) ## Security If you discover a potential security issue in this project, or think you may have discovered a security issue, we ask that you notify Bytedance Security via our [security center](https://security.bytedance.com/src) or [vulnerability reporting email]([email protected]). Please do **not** create a public GitHub issue. ## License This project is licensed under the [Apache-2.0 License](LICENSE.txt). ", Assign "at most 3 tags" to the expected json: {"id":"13552","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"