├── .gitignore ├── README.md ├── build ├── api │ ├── categories │ │ ├── application-development │ │ │ ├── agent-prompt-framework │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── all.json │ │ │ ├── count.json │ │ │ ├── end-to-end-platform │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── ide-workspace │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── observability-evaluation │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ └── testing-debugging │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ ├── data-management │ │ │ ├── ai-in-db │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── all.json │ │ │ ├── count.json │ │ │ ├── data-curation │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── data-version-control │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── etl-data-pipeline │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── storage │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ └── vector-database │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ ├── foundation-model │ │ │ ├── all.json │ │ │ ├── audio │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── code │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── count.json │ │ │ ├── image │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ └── llm │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ ├── hardware-cloud │ │ │ ├── all.json │ │ │ ├── cameras-edgeai │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── cloud-provider │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ ├── count.json │ │ │ └── gpu │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ ├── orchestration │ │ │ ├── all.json │ │ │ ├── count.json │ │ │ ├── gateway-router │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ │ └── workflow-pipeline │ │ │ │ ├── all.json │ │ │ │ └── count.json │ │ └── runtime │ │ │ ├── all.json │ │ │ ├── count.json │ │ │ ├── finetuning-rlhf │ │ │ ├── all.json │ │ │ └── count.json │ │ │ └── inference-deployment │ │ │ ├── all.json │ │ │ └── count.json │ ├── members │ │ ├── all.json │ │ ├── count.json │ │ └── end-users.json │ └── projects │ │ ├── all.json │ │ └── count.json ├── assets │ ├── Content-808IokxT.js │ ├── Content-dZa0nVWp.css │ ├── Content-drMnPvsU.js │ ├── Content-ucsyMDwi.js │ ├── gtm.js │ ├── index-7I_eVqEs.js │ ├── index-FQ-c9NBd.css │ ├── index-Ht9dAC54.js │ ├── index-YeQgP0b7.css │ └── index-sLdj0c1v.js ├── data │ ├── base.json │ ├── embed_application-development--agent-prompt-framework.json │ ├── embed_application-development--development-framework.json │ ├── embed_application-development--development-frameworks.json │ ├── embed_application-development--end-to-end-platform.json │ ├── embed_application-development--fine-tuning-rlhf.json │ ├── embed_application-development--ide-workspace.json │ ├── embed_application-development--ide-workspaces.json │ ├── embed_application-development--observability-evaluation.json │ ├── embed_application-development--prompt-management.json │ ├── embed_application-development--subcategory-1-2.json │ ├── embed_application-development--testing-debugging.json │ ├── embed_application-development.json │ ├── embed_category-2--subcategory-2-1.json │ ├── embed_category-2--subcategory-2-2.json │ ├── embed_category-2.json │ ├── embed_data-management--ai-in-db.json │ ├── embed_data-management--data-curation.json │ ├── embed_data-management--data-processing.json │ ├── embed_data-management--data-version-control.json │ ├── embed_data-management--database-tooling.json │ ├── embed_data-management--etl-data-pipeline.json │ ├── embed_data-management--storage.json │ ├── embed_data-management--tooling.json │ ├── embed_data-management--vector-database.json │ ├── embed_data-management--vector-databases.json │ ├── embed_data-management.json │ ├── embed_foundation-model--audio.json │ ├── embed_foundation-model--code.json │ ├── embed_foundation-model--image.json │ ├── embed_foundation-model--llm.json │ ├── embed_foundation-model.json │ ├── embed_hardware--gpu.json │ ├── embed_hardware-cloud--cameras-edgeai.json │ ├── embed_hardware-cloud--cloud-provider.json │ ├── embed_hardware-cloud--gpu.json │ ├── embed_hardware-cloud.json │ ├── embed_hardware.json │ ├── embed_orchestration--gateway-router.json │ ├── embed_orchestration--scheduling.json │ ├── embed_orchestration--workflow-pipeline.json │ ├── embed_orchestration.json │ ├── embed_runtime--finetuning-rlhf.json │ ├── embed_runtime--inference-deployment.json │ ├── embed_runtime--training.json │ ├── embed_runtime.json │ ├── full.json │ ├── guide.json │ └── stats.json ├── docs │ ├── items.csv │ ├── landscape.pdf │ ├── landscape.png │ ├── projects.csv │ └── projects.md ├── embed │ ├── assets │ │ ├── app-3Sp9AaCi.js │ │ ├── app-GAGJgjbW.js │ │ └── iframeResizer.contentWindow-v4.3.9.min.js │ └── embed.html ├── images │ ├── 100543303 │ ├── cncf-landscape-horizontal-color.svg │ ├── cncf-white.svg │ └── qr_code.svg ├── index.html └── logos │ ├── 0015e8aded0c43f8af59a7afe9799050d181cb29181243d763e3320b31da5407.svg │ ├── 01c0016012c1da578444047da033d9d0ad75163152bacdaa151094885b1e6651.svg │ ├── 027138fa7719136fc530d27401a74d18b244f09d1d35eb57376c516010890b6c.svg │ ├── 059232e0e46db6d69030c23faaa025fc29aa0658c353977f8730053e7d64214e.svg │ ├── 0602f19501948f7589e823ea1786d226f2bee88fdc01d9015811854b283c33c4.svg │ ├── 08538bd62a69cd01abebc1d63505bca38e28f5ef033986cc01308caa6e08e0ba.svg │ ├── 0a8790dee58027ba57cda385f7436cc2590a530cb0120c49e51ed2988de1798a.svg │ ├── 0b22fe6553ffd6c927de0a316a0b01cde01e4c3932170c13bfebb45153f0cdb8.svg │ ├── 0d7d55d8eff3632175e894f4480785aba46282815447cbf1a292f96df78a2105.svg │ ├── 10d4b31d01f664647f05d837332577d2784d49488c667aeec703588ac06d75b1.svg │ ├── 119bcaa23bf8d55fce700f684c86f6288c082d720dce1a6721dbe4baa3e33525.svg │ ├── 165afe00a4641f5b9e5a4cfb96339e915dde5cd97d5c2be207304112181894db.svg │ ├── 1adfe59a3144ffff45ab6c385c9fec07c4e6dd82086955cf6da3ee427b68016f.svg │ ├── 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ddb54c7eab0a13d4f74104dcf54878847e2e6ad6bcb0d9557805b63a09750d10.svg │ ├── e1be4d985768acafee8b6521e1f22ba33d72b076a671de1e9509613010a5c598.svg │ ├── e26de6da3b3133686736a9628fcac777fa697d2ea0206ef3e4e18dd8ddcb4560.svg │ ├── e5f46f82eb4261e6023e8718cbd671566097ce684a28542ea2002b05e765a933.svg │ ├── e6d5ae08f9656355d15dd10ce9a10d5393b242f4532585b9a77eae9d61260c68.svg │ ├── eee681287bf845de45b9232a98d854f312cdc143bad206ffab90233b73c643c7.svg │ ├── f25e177bc67ad1f39df286844d5a99f6bf32c60340abf78b837b078c361e49a6.svg │ ├── f8acd0c310eb78a1d4516e0f30071c8443459c8caf30d5f4f5dcbb1da7bed994.svg │ ├── f9a962d41f5de38b52195626b96bd71c04cb15e76ed25370074e2716083e2069.svg │ ├── f9d93295ac288aac536f7d8655aaa77b61401f41ec7a8a24629d43b7a60ada30.svg │ ├── fdf713d62bd34b83039256098778ec02ceff51ba7a14cf6c6029278acd0ff595.svg │ ├── fe73dc95ff4ce3e5d84d9b68d4e315409ba7390e1ae7ad5d94a26029b7e3bbeb.svg │ └── ffb8277eb0557dc809d293e22cdc0e1e5ef4ed96a184e7ccce4875dbe1435b52.svg ├── data.yml ├── guide.yml ├── logos ├── DataSparkAI.svg ├── airbyte.svg ├── airtrain.svg ├── anyscale.svg ├── arcee.svg ├── atlas.svg ├── banana.svg ├── banner.png ├── baserun.svg ├── bentoml.svg ├── chroma.svg ├── claude.svg ├── cleanlab.svg ├── cloudflare.svg ├── cncf.svg ├── confidentialmind.svg ├── coreweave.svg ├── daocloud.svg ├── deepchecks.svg ├── deepinfra.svg ├── dify.svg ├── dragonfly.svg ├── elevenlabs.svg ├── envd.svg ├── epsilla.svg ├── fireworks.svg ├── fixie.svg ├── floom.svg ├── flyte.svg ├── gantry.svg ├── geniusrise.svg ├── ggml.svg ├── giskard.svg ├── gpumall.svg ├── gradio.svg ├── graphcore.svg ├── greptime_cloud.svg ├── haystack.svg ├── helicone.svg ├── huggingface.svg ├── humanloop.svg ├── indexify.svg ├── inferless.svg ├── instillai.svg ├── invoke.svg ├── juicefs.svg ├── katonic.svg ├── kserve.svg ├── kubeflow.svg ├── lakefs.svg ├── lambda.svg ├── lamini.svg ├── lancedb.svg ├── langchain.svg ├── langflow.svg ├── langfuse.svg ├── latitudesh.svg ├── lepton.svg ├── lightly.svg ├── lightning.svg ├── llamaindex.svg ├── luxonis.svg ├── martian.svg ├── metaflow.svg ├── milvus.svg ├── mindsdb.svg ├── mistral.svg ├── mlflow.svg ├── mlinfra.svg ├── modal.svg ├── modular.svg ├── momentic.svg ├── myscale.svg ├── mystic.svg ├── nebiusai.svg ├── neum.svg ├── octoai.svg ├── openai.svg ├── openlayer.svg ├── openmodelz.svg ├── palqeepam.svg ├── patronus.svg ├── pgvectors.svg ├── phidata.svg ├── pinecone.svg ├── playht.svg ├── portkey.svg ├── postgresml.svg ├── predibase.svg ├── promptlayer.svg ├── qdrant.svg ├── reflex.svg ├── replicate.svg ├── resemble.svg ├── runpod.svg ├── salad.svg ├── sambanova.svg ├── seldon.svg ├── skypilot.svg ├── streamlit.svg ├── suno.svg ├── supabase.svg ├── superagent.svg ├── tabby.svg ├── tabnine.svg ├── telescopelabs.svg ├── tensorchord.png ├── tensormatrix.svg ├── together.svg ├── traceloop.svg ├── ubiops.svg ├── unify.svg ├── unstructured.svg ├── vanna.svg ├── vespa.svg ├── vllm.svg ├── wandb.svg ├── weaviate.svg ├── wrenai.svg ├── xorbits.svg └── zenml.svg └── settings.yml /.gitignore: -------------------------------------------------------------------------------- 1 | cache-dir/ 2 | .DS_Store 3 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # [ai-infra.fun](https://ai-infra.fun) 2 | 3 | This is a landscape of the infrastructure that powers the generative AI ecosystem. We welcome contributions from the community. 4 | 5 |
6 | 7 |
8 | 9 | ## Add a new project 10 | 11 | To add a new project, please open a pull request with your changes to the [data.yml](data.yml) file. The pull request should include a single line entry to the file, with the following format: 12 | 13 | ```yaml 14 | - category: 15 | name: Category Name 16 | subcategories: 17 | - subcategory: 18 | name: Subcategory Name 19 | items: 20 | - item: ... 21 | - item: 22 | crunchbase: https://www.crunchbase.com/organization/tensorchord 23 | description: Scalable Vector Search in Postgres. Revolutionize Vector Search, not Database. 24 | homepage_url: https://pgvecto.rs 25 | logo: pgvectors.svg 26 | name: pgvecto.rs 27 | project: opensource 28 | repo_url: https://github.com/tensorchord/pgvecto.rs 29 | twitter: https://twitter.com/tensorchord 30 | ``` 31 | 32 | The logo should be a SVG file, and should be placed in the `logos` directory. The logo should be named after the project, with all non-alphanumeric characters removed. For example, the logo for `pgvecto.rs` is named `pgvectors.svg`. 33 | 34 | ## Build the site 35 | 36 | You do not need to build the site to add a new project. Only [`data.yml`](data.yml) and [`logos`](logos) need to be updated. 37 | 38 | To build the site, you will need to have [landscape2](https://github.com/tensorchord/landscape2/) installed. Then, run the following commands: 39 | 40 | ```bash 41 | landscape2 build --data-file data.yml --settings-file settings.yml --guide-file guide.yml --logos-path logos --output-dir build --cache-dir cache-dir 42 | ``` 43 | 44 | Then you could serve the site locally with: 45 | 46 | ```bash 47 | landscape2 serve --landscape-dir build 48 | ``` 49 | 50 | ## Acknowledgements 51 | 52 | This landscape is based on the [CNCF Cloud Native Landscape2](https://github.com/cncf/landscape2) 53 | -------------------------------------------------------------------------------- /build/api/categories/application-development/agent-prompt-framework/count.json: -------------------------------------------------------------------------------- 1 | {"count":10} -------------------------------------------------------------------------------- /build/api/categories/application-development/count.json: -------------------------------------------------------------------------------- 1 | {"count":37} -------------------------------------------------------------------------------- /build/api/categories/application-development/end-to-end-platform/all.json: -------------------------------------------------------------------------------- 1 | [{"category":"Application Development","homepage_url":"https://www.katonic.ai/","id":"application-development--end-to-end-platform--katonic-ai","logo_url":"https://ai-infra.fun/logos/8649a5ac1f90c8d9470d739022f7e7874e655d93801a199fe447a772be512395.svg","name":"Katonic AI","subcategory":"End-to-end Platform","crunchbase_url":"https://www.crunchbase.com/organization/katonic-ai","description":"Katonic AI is an end-to-end enterprise AI solution for businesses. 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/build/api/categories/data-management/storage/all.json: -------------------------------------------------------------------------------- 1 | [{"category":"Data Management","homepage_url":"https://juicefs.com","id":"data-management--storage--juicefs","logo_url":"https://ai-infra.fun/logos/22fe040903d651585355b93e4d4a59351cb5eb4297069d10fea4650597239301.svg","name":"JuiceFS","subcategory":"Storage","crunchbase_url":"https://www.crunchbase.com/organization/juicefs","description":"JuiceFS is a high performance distributed file system for cloud, compatible with POSIX, HDFS and S3 API","maturity":"opensource","repositories":[{"url":"https://github.com/juicedata/juicefs","primary":true}],"twitter_url":"https://twitter.com/juicedatainc"},{"category":"Data 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