Fifteen years of GitHub stars, one AI wave
I went through 2,143 GitHub stars from 2011 to today. AI repos go quiet at the same rate as everything else. What changed is who reads the README.
By Ilko Kacharov, CTO & Co-founder, Juma Labs
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The 2023 AI repos did not die faster than anything else. Everyone remembers that year as a graveyard of wrappers, and I believed it too, until I checked. This morning I pulled every star I have given since 4 July 2011, 2,143 repos, and looked at what happened to each of them.
It is a small window on the ecosystem: fifteen years of tools one engineer thought were worth remembering. But the window has timestamps, and timestamps are hard to argue with. Hype changed what I starred. It did not change how long things lived. What changed is who the repos are written for.
The shift happened in one year, and it did not reverse
Here are all 2,143 stars, one bar per year. Violet is any repo whose current description or topics read as AI.
As of 1 October 2026. Reads as AI today Everything else
In 2022, 12 of my 183 stars were AI. In 2023, 121 of 324. Since 2025 it is two out of every three. ChatGPT launched at the end of November 2022. By the spring, close to half of what I starred was AI: 55 of 118 stars between April and June 2023.
Before that, the chart is a tour of web development: CakePHP in 2011, Yii and a pile of jQuery plugins in 2013, and TypeScript taking the lead in 2020 and never giving it back. Then, in a single year, the subject changed completely.
The languages show the shift from underneath.
TypeScriptJavaScriptPythonGoPHPOther
PHP disappeared by 2020. TypeScript took half of everything and kept it, and that rise predates the AI wave. Python went from 2% of my stars to 20% in one era, and three out of four of my Python stars since 2023 are AI repos (179 of 236). Python is the AI wave.
AI got its own list, then outgrew all the others
Stars are a pile, and lists are where I sorted some of it. About 600 of my 2,143 stars live in one of 32 GitHub lists, and the lists are blunter than any chart.
As of 1 October 2026, largest first, with the three most-starred repos in each. Click a list to jump to all of its repos.
- AI246microsoft/markitdown ยท Significant-Gravitas/AutoGPT ยท firecrawl/firecrawl
- OSS Alternatives93immich-app/immich ยท louislam/uptime-kuma ยท apache/superset
- Future ideas44louislam/uptime-kuma ยท storybookjs/storybook ยท caddyserver/caddy
- RAG36langflow-ai/langflow ยท infiniflow/ragflow ยท docling-project/docling
- DB31dolthub/dolt ยท pgvector/pgvector ยท neondatabase/neon
- React / TypeScript29shadcn-ui/ui ยท ueberdosis/tiptap ยท mantinedev/mantine
- Best stack29warpdotdev/warp ยท pocketbase/pocketbase ยท FuelLabs/fuels-ts
- Roles & Permissions24supertokens/supertokens-core ยท casdoor/casdoor ยท ory/kratos
- CMS Editor23slab/quill ยท payloadcms/payload ยท ueberdosis/tiptap
- Nice ideas16filamentphp/filament ยท lissy93/personal-security-checklist ยท QwikDev/qwik
- UI14shadcn-ui/ui ยท xyflow/xyflow ยท mantinedev/mantine
- Docker13apache/superset ยท jesseduffield/lazydocker ยท opentofu/manifesto
- Prisma13kubb-labs/kubb ยท seppevs/migrate-mongo ยท 47ng/prisma-field-encryption
- My stack13romkatv/powerlevel10k ยท wagoodman/dive ยท prisma/orm
- Build tools12oven-sh/bun ยท vitejs/vite ยท pnpm/pnpm
- Queue11kestra-io/kestra ยท triggerdotdev/trigger.dev ยท taskforcesh/bullmq
- Awesome collections10trimstray/the-book-of-secret-knowledge ยท bradtraversy/design-resources-for-developers ยท PatrickJS/awesome-cursorrules
- CLI10romkatv/powerlevel10k ยท httpie/cli ยท tj/commander.js
- Nested trees7primefaces/primereact ยท frontend-collective/react-sortable-tree ยท jameskerr/react-arborist
- ML7qdrant/qdrant ยท unifyai/ivy ยท neuml/txtai
- Webhooks6novuhq/novu ยท triggerdotdev/trigger.dev ยท NangoHQ/nango
- Analytics4PostHog/posthog ยท Openpanel-dev/openpanel ยท sadmann7/tablecn
- Scheduling4wanasit/chrono ยท Kozea/Radicale ยท sabre-io/dav
- Markdown4mdx-js/mdx ยท remarkjs/react-markdown ยท remarkjs/remark
- Mailing3resend/react-email ยท nodemailer/nodemailer ยท rnwood/smtp4dev
- k8s3minio/minio ยท wasmerio/wasmer ยท kubernetes-client/javascript
- Auth2supertokens/supertokens-core ยท teamhanko/hanko
- MacOS2asmvik/yabai ยท snark/jumpcut
- Search tools1meilisearch/meilisearch
- SEO1goenning/google-indexing-script
- MongoDB1ilovepixelart/ts-migrate-mongoose
- TailwindCSS1jamiebuilds/tailwindcss-animate
๐ค AI holds 246 repos, more than the next three lists combined. It even spun off a child: ๐ has 36 repos of its own, 23 of them also on the AI list.
The next list down is the quieter trend. ๐ OSS Alternatives holds 93 open-source replacements for things people usually pay for, like Immich for photos, Uptime Kuma for monitoring and Superset for dashboards. The AI wave got the headlines, and self-hosting built the second-biggest list.
At the other end, four lists hold one repo each: ๐ Search tools, SEO, MongoDB and ๐ TailwindCSS. 105 repos sit in more than one list, and Novu sits in four: ๐ OSS Alternatives, ๐ช Webhooks, ๐ฎ Future ideas and ๐ฉ Best stack. Some lists turn into a whole shelf, others stop after the first book. Every repo on every list is at the end of the post.
Hype does not change how fast code goes quiet
The 2023 story usually goes like this: a thousand ChatGPT wrappers, a thousand chat-with-your-PDF demos, all dead by the next model release. I expected my stars to prove it.
The data refused. I called a repo dormant if it is archived or has not had a push in 24 months, so nothing since 1 October 2024. Then I compared AI and non-AI stars from the same year, so both groups had the same amount of time to go quiet.
- 2023: 33% of AI stars are dormant. 27% of everything else.
- 2024: 16% against 13%.
- 2025: 7% against 9%. The AI ones are now doing slightly better.
One cohort with a six-point gap, then parity, then a reversal. Hype does not change how fast code goes quiet. Time does. My 2013 stars are 74% dormant, and that year was mostly jQuery plugins and PHP frameworks. Nobody calls 2013 a bubble.
Code ages at the same rate
A LangChain demo from 2023 and a jQuery plugin from 2013 both go quiet on schedule. Hype changes how many repos get starred, not how long they live.
One caveat. Deleted repos vanish from a star list entirely, so every dormant number here is an undercount. If the AI class deleted itself more often than it archived itself, I cannot see it.
What died was the thin layer, and what survived changed its name
The repos that did go quiet have a type. mckaywrigley/chatbot-ui has 33,350 stars and no push since August 2024. OpenAI's own chatgpt-retrieval-plugin stopped in July 2024, a few months after ChatGPT plugins were wound down. llama-gpt still advertises "Powered by Llama 2." roomGPT was a perfect weekend demo and stayed one. They were interfaces over a model, and the model vendors shipped the interface themselves. I made the same argument from the other side in the chat UX is the product, not the model: the UX is the moat only if you keep investing in it.
The survivors from the same year mostly changed what they say they are. AutoGPT had a push this morning. prompts.chat introduces itself as "f.k.a. Awesome ChatGPT Prompts." Open Interpreter is now "A coding agent for open models like Kimi K3 and GLM 5.3". Staying alive in AI apparently means rewriting your own README.
Old repos I starred before ChatGPT now sell themselves as AI
This was the finding I did not go looking for. At least 16 repos I starred before ChatGPT existed now describe themselves in AI terms. Not new projects. Old ones, with a new first sentence.
- Kong, starred in 2021 as an API gateway: "The API and ".
- Nx, starred in 2020 as a monorepo tool: "The Monorepo Platform that amplifies both developers and AI agents."
- Medusa, starred in 2021 as a commerce engine: "The world's most flexible commerce platform for agents and developers".
- Front-End-Checklist, starred in 2020: now "for humans and AI agents".
PostHog, n8n, Supabase, Meilisearch, Appwrite, SigNoz, Liveblocks, Novu, Cerbos, ToolJet and Webiny did the same. My favourite is tldraw, which now calls itself the "World's best, top-most agent recommended #1 five star SDK." That one is a joke, and it is also the clearest version of the point. The product did not change much. The audience did. Somebody new reads the README now, and it is an agent deciding what to install.
The oldest stars that still ship are boring on purpose
My first star is from 4 July 2011. That afternoon I starred CakePHP and mustache.php. Both had a push in the last three months. Fifteen years, three JavaScript eras, one AI wave, and a PHP framework and a template engine are still quietly merging pull requests.
That is the counterweight to every hype cycle in the chart. The repos that last were rarely the loudest when I found them. Their maintainers picked a small job and kept doing it, which is the same argument I make for teams in spend your three innovation tokens on the product.
Fifteen years of stars point the same way: hype decides what gets attention, and time decides what survives. Right now, the README also decides whether an agent picks you.
Every repo on all 32 lists
Every repo on every list, most-starred first. Hover a repo for the line it uses to describe itself, and open the long lists to see the rest. The other 1,550 or so stars never made it into a list. They live on my GitHub stars page.
- microsoft/markitdownโ 187.8K
- Significant-Gravitas/AutoGPTโ 187.6K
- firecrawl/firecrawlโ 187.3K
- ollama/ollamaโ 182K
- f/prompts.chatโ 171.8K
- huggingface/transformersโ 166.9K
- langgenius/difyโ 157.6K
- anthropics/claude-codeโ 148.8K
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- langchain-ai/langchainโ 147.3K
- Comfy-Org/ComfyUIโ 135.7K
- microsoft/generative-ai-for-beginnersโ 120.9K
- browser-use/browser-useโ 116.9K
- deepseek-ai/DeepSeek-V3โ 104.5K
- OpenHands/OpenHandsโ 89.7K
- ChatGPTNextWeb/NextChatโ 88.8K
- unclecode/crawl4aiโ 84.6K
- lobehub/lobehubโ 82.9K
- abi/screenshot-to-codeโ 79.9K
- dair-ai/Prompt-Engineering-Guideโ 78.8K
- nomic-ai/gpt4allโ 77.4K
- cline/clineโ 69.6K
- microsoft/AI-For-Beginnersโ 69.3K
- openinterpreter/openinterpreterโ 68.5K
- Mintplex-Labs/anything-llmโ 66.6K
- mem0ai/mem0โ 66.4K
- karpathy/nanoGPTโ 63.5K
- pathwaycom/pathwayโ 62.2K
- crewAIInc/crewAIโ 59.3K
- pathwaycom/llm-appโ 58.9K
- zylon-ai/private-gptโ 57.6K
- FlowiseAI/Flowiseโ 55.5K
- lllyasviel/Fooocusโ 53.2K
- run-llama/llama_indexโ 52.4K
- xai-org/grok-1โ 52.2K
- upscayl/upscaylโ 50K
- mudler/LocalAIโ 49.4K
- Aider-AI/aiderโ 49.3K
- oobabooga/textgenโ 47.7K
- apache/airflowโ 47K
- LibreChat-AI/LibreChatโ 45.2K
- janhq/janโ 44.7K
- danielmiessler/Fabricโ 44.1K
- hpcaitech/ColossalAIโ 41.4K
- facebookresearch/faissโ 41K
- zai-org/ChatGLM-6Bโ 40.9K
- The-Vibe-Company/quivrโ 39.6K
- stanfordnlp/dspyโ 38.4K
- CopilotKit/CopilotKitโ 37.6K
- continuedev/continueโ 36.1K
- qdrant/qdrantโ 34.9K
- OpenBMB/ChatDevโ 34.4K
- mckaywrigley/chatbot-uiโ 33.3K
- cursor/cursorโ 33.3K
- onyx-dot-app/onyxโ 32.3K
- ScrapeGraphAI/Scrapegraph-aiโ 31.5K
- topoteretes/cogneeโ 31.3K
- ComposioHQ/composioโ 30.4K
- tatsu-lab/stanford_alpacaโ 30.2K
- openai/openai-agents-pythonโ 29.8K
- labring/FastGPTโ 29.8K
- NirDiamant/RAG_Techniquesโ 29.6K
- chroma-core/chromaโ 29.4K
- pydantic/pydanticโ 28.9K
- invoke-ai/InvokeAIโ 28.3K
- vercel/aiโ 27.1K
- deepset-ai/haystackโ 26.6K
- OpenBMB/MiniCPM-Vโ 26.5K
- black-forest-labs/fluxโ 26K
- microsoft/OmniParserโ 25.5K
- microsoft/JARVISโ 25.4K
- haotian-liu/LLaVAโ 25.1K
- NirDiamant/GenAI_Agentsโ 24.4K
- pgvector/pgvectorโ 23.2K
- Skyvern-AI/skyvernโ 23.1K
- wandb/openuiโ 22.6K
- BuilderIO/gpt-crawlerโ 22.4K
- yoheinakajima/babyagiโ 22.4K
- openai/swarmโ 22K
- guidance-ai/guidanceโ 21.8K
- openai/chatgpt-retrieval-pluginโ 21.2K
- vercel/chatbotโ 21K
- pydantic/pydantic-aiโ 20.3K
- stitionai/devikaโ 19.6K
- openai/evalsโ 19.5K
- elizaOS/elizaโ 19.5K
- openai/tiktokenโ 19.4K
- mlc-ai/web-llmโ 19.2K
- emcie-co/parlantโ 18.3K
- arc53/DocsGPTโ 18.3K
- langchain-ai/langchainjsโ 18.2K
- transitive-bullshit/agenticโ 18.1K
- camel-ai/camelโ 17.8K
- browser-use/web-uiโ 16.6K
- huggingface/transformers.jsโ 16.3K
- GreyDGL/PentestGPTโ 15.7K
- Unstructured-IO/unstructuredโ 15.5K
- ggml-org/ggmlโ 15.4K
- livekit/agentsโ 14.4K
- e2b-dev/E2Bโ 14.1K
- divamgupta/diffusionbee-stable-diffusion-uiโ 13.6K
- dair-ai/AI-Papers-of-the-Weekโ 13.2K
- Portkey-AI/gatewayโ 13.1K
- ShishirPatil/gorillaโ 13K
- neuml/txtaiโ 13K
- Tencent-Hunyuan/HunyuanVideoโ 12.6K
- bentoml/OpenLLMโ 12.6K
- Chainlit/chainlitโ 12.5K
- assistant-ui/assistant-uiโ 12.4K
- getomni-ai/zeroxโ 12.3K
- cleanlab/cleanlabโ 11.7K
- lancedb/lancedbโ 11.6K
- huggingface/chat-uiโ 11K
- getumbrel/llama-gptโ 10.9K
- databrickslabs/dollyโ 10.8K
- Nutlope/roomGPTโ 10.7K
- chathub-dev/chathubโ 10.7K
- baptisteArno/typebot.ioโ 10.4K
- mshumer/gpt-prompt-engineerโ 9.7K
- miurla/morphicโ 9.2K
- Stability-AI/StableStudioโ 9K
- microsoft/TypeChatโ 8.7K
- OpenBMB/XAgentโ 8.6K
- reorproject/reorโ 8.5K
- zilliztech/GPTCacheโ 8.2K
- brycedrennan/imaginAIryโ 8.2K
- leptonai/search_with_leptonโ 8.1K
- SciPhi-AI/R2Rโ 8K
- deep-floyd/IFโ 7.8K
- Azure-Samples/azure-search-openai-demoโ 7.8K
- tesseract-ocr/tessdataโ 7.7K
- microsoft/TinyTroupeโ 7.6K
- di-sukharev/opencommitโ 7.5K
- AbdBarho/stable-diffusion-webui-dockerโ 7.3K
- mit-han-lab/streaming-llmโ 7.3K
- enricoros/big-AGIโ 7.1K
- joshpxyne/gpt-migrateโ 7K
- mishushakov/llm-scraperโ 6.9K
- superagent-ai/superagentโ 6.8K
- langchain-ai/opengptsโ 6.7K
- spdustin/ChatGPT-AutoExpertโ 6.6K
- airweave-ai/airweaveโ 6.6K
- ChatAnyTeam/ChatAnyโ 6.5K
- petyosi/react-virtuosoโ 6.5K
- PrefectHQ/marvinโ 6.2K
- Helicone/heliconeโ 6.2K
- smol-ai/GodModeโ 6K
- a16z-infra/companion-appโ 6K
- timescale/pgaiโ 5.8K
- serge-chat/sergeโ 5.7K
- the-open-agent/openagentโ 5.7K
- imoneoi/openchatโ 5.5K
- novicezk/midjourney-proxyโ 5.4K
- opencx-labs/OpenChatโ 5.2K
- developersdigest/llm-answer-engineโ 5K
- marqo-ai/marqoโ 5K
- getzep/zepโ 4.9K
- Integuru-AI/Integuruโ 4.8K
- kyegomez/tree-of-thoughtsโ 4.6K
- astriaai/headshots-starterโ 4.5K
- ragapp/ragappโ 4.4K
- ray-project/llm-numbersโ 4.3K
- eth-sri/lmqlโ 4.2K
- build-with-groq/g1โ 4.2K
- a16z-infra/ai-getting-startedโ 4.1K
- openai/transformer-debuggerโ 4.1K
- baichuan-inc/Baichuan2โ 4.1K
- urchade/GLiNERโ 4K
- MoonshotAI/Kimi-k1.5โ 3.5K
- i-am-bee/beeai-frameworkโ 3.4K
- gptscript-ai/gptscriptโ 3.3K
- timescale/pgvectorscaleโ 3.1K
- run-llama/LlamaIndexTSโ 3.1K
- swirlai/swirl-searchโ 3K
- Saiyan-World/gokuโ 2.9K
- datachain-ai/datachainโ 2.8K
- spider-rs/spiderโ 2.7K
- langchain-ai/langchain-nextjs-templateโ 2.5K
- semanser/codelโ 2.5K
- SoraWebui/SoraWebuiโ 2.4K
- Azure/azure-sdk-for-jsโ 2.3K
- InternLM/lagentโ 2.3K
- imaurer/awesome-llm-jsonโ 2.2K
- ricky0123/vadโ 2.1K
- bytewax/bytewaxโ 2.1K
- anse-app/anseโ 2K
- PRIME-RL/PRIMEโ 1.9K
- chrismattmann/tika-pythonโ 1.7K
- NVIDIA/RULERโ 1.6K
- finic-ai/rag-stackโ 1.6K
- BennyKok/comfyui-deployโ 1.5K
- andrewnguonly/Lumosโ 1.5K
- dust-tt/dustโ 1.5K
- Lightning-AI/lightning-thunderโ 1.5K
- gorilla-llm/gorilla-cliโ 1.4K
- taranjeet/awesome-gptsโ 1.4K
- poe-platform/server-bot-quick-startโ 1.3K
- vercel/modelfusionโ 1.3K
- e2b-dev/awesome-ai-sdksโ 1.2K
- steven-tey/chathnโ 1.2K
- fixie-ai/ai-jsxโ 1.1K
- dqbd/tiktokenโ 1.1K
- panoratech/Panoraโ 1K
- pinecone-io/canopyโ 1K
- zahidkhawaja/langchain-chat-nextjsโ 1K
- dissorial/doc-chatbotโ 853
- niieani/gpt-tokenizerโ 851
- dgarnitz/vectorflowโ 703
- rnadigital/agentcloudโ 690
- robocorp/robocorpโ 653
- dzhng/zod-gptโ 627
- huchenxucs/ChatDBโ 606
- ai-ng/swiftโ 590
- pinecone-io/pinecone-vercel-starterโ 488
- prem-research/appโ 478
- encord-team/encord-activeโ 460
- PawanOsman/GoogleBardโ 419
- deepgram-devs/deepgram-ai-agent-demoโ 409
- langchain-ai/web-explorerโ 389
- LudwigStumpp/llm-leaderboardโ 306
- athina-ai/athina-evalsโ 303
- nilooy/flowgptโ 302
- supabase/vecsโ 292
- pinecone-io/chatbot-demoโ 285
- vercel/ai-sdk-rag-starterโ 278
- intelligentnode/IntelliNodeโ 276
- shnai0/linkedin-post-generatorโ 232
- imagineapi/imagineapiโ 227
- davideuler/awesome-assistant-apiโ 217
- compl-ai/compl-aiโ 211
- milvus-io/milvus-sdk-nodeโ 198
- matijagrcic/azurechatgptโ 193
- usellm/usellmโ 188
- chatscope/use-chatโ 165
- vgulerianb/DocNavigatorโ 129
- batuhanbilginn/makr-aiโ 118
- marcusschiesser/uiโ 98
- steven-tey/novellaโ 86
- typesense/showcase-ecommerce-storeโ 85
- pinecone-io/pinecone-rag-demoโ 81
- clemlesne/private-gptโ 62
- playht/playht-nodejs-sdkโ 49
- sausheong/kancilโ 42
- marcusschiesser/ai-chatbotโ 34
- weavel-ai/promptmodelโ 28
- aws-samples/text-embeddings-pipeline-for-ragโ 21
- bgGLUE/bgglueโ 8
- immich-app/immichโ 115.4K
- louislam/uptime-kumaโ 92K
- apache/supersetโ 75K
- toeverything/AFFiNEโ 73.2K
- daytonaio/daytonaโ 71.7K
- coollabsio/coolifyโ 62.5K
- makeplane/planeโ 60.2K
- meilisearch/meilisearchโ 59.5K
+85 moreShow fewer
- twentyhq/twentyโ 57.8K
- laurent22/joplinโ 56.5K
- maybe-finance/maybeโ 54.3K
- upscayl/upscaylโ 50K
- usebruno/brunoโ 47.3K
- siyuan-note/siyuanโ 46.6K
- LibreChat-AI/LibreChatโ 45.2K
- payloadcms/payloadโ 45K
- janhq/janโ 44.7K
- Kong/kongโ 44.2K
- chatboxai/chatboxโ 41.9K
- outline/outlineโ 40.8K
- novuhq/novuโ 40.1K
- PostHog/posthogโ 40.1K
- The-Vibe-Company/quivrโ 39.6K
- umami-software/umamiโ 39.1K
- gitroomhq/postiz-appโ 36.6K
- medusajs/medusaโ 36.5K
- refinedev/refineโ 35.7K
- backstage/backstageโ 34.5K
- dragonflydb/dragonflyโ 31.7K
- slymnoyann/hey.xyzโ 29.4K
- GitbookIO/gitbookโ 29.1K
- Budibase/budibaseโ 28.3K
- typesense/typesenseโ 26.6K
- anomalyco/sstโ 26.3K
- GrapesJS/grapesjsโ 26.3K
- activepieces/activepiecesโ 24.8K
- nocobase/nocobaseโ 24.4K
- neondatabase/neonโ 23.2K
- CapSoftware/Capโ 23K
- yjs/yjsโ 22.9K
- teableio/teableโ 21.9K
- resend/react-emailโ 19.8K
- zincsearch/zincsearchโ 17.9K
- steven-tey/novelโ 16.5K
- apache/answerโ 15.7K
- apitable/apitableโ 15.6K
- documenso/documensoโ 15.3K
- midday-ai/middayโ 15.1K
- streetwriters/notesnookโ 14.7K
- NangoHQ/nangoโ 12.5K
- gristlabs/grist-coreโ 11.9K
- cleanlab/cleanlabโ 11.7K
- triggerdotdev/jsonhero-webโ 10.9K
- getlago/lagoโ 10.6K
- gridstack/gridstack.jsโ 9.2K
- Stability-AI/StableStudioโ 9K
- teamhanko/hankoโ 9K
- webstudio-is/webstudioโ 9K
- xitanggg/open-resumeโ 8.9K
- ever-co/ever-gauzyโ 8.1K
- plasmicapp/plasmicโ 7.1K
- openblocks-dev/openblocksโ 6.2K
- lightdash/lightdashโ 6.2K
- Permify/permifyโ 6K
- inngest/inngestโ 5.9K
- opencx-labs/OpenChatโ 5.2K
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- marqo-ai/marqoโ 5K
- opennextjs/opennextjs-awsโ 5K
- nandorojo/solitoโ 4.1K
- chaskiq/chaskiqโ 3.6K
- svix/svix-webhooksโ 3.4K
- workos/authkitโ 3.3K
- InvoicePlane/InvoicePlaneโ 3.1K
- Linen-dev/linen.devโ 2.8K
- firecamp-dev/firecampโ 2.6K
- inbucket/inbucketโ 2.3K
- ory/polisโ 2.3K
- aptabase/aptabaseโ 1.8K
- metlo-labs/metloโ 1.8K
- WordOps/WordOpsโ 1.6K
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Glossary
Terms
- Retrieval-augmented generation
- A setup where the system first looks up relevant documents and puts them in the prompt, so the model answers from fresh, specific sources instead of memory alone.
Tools
- ChatGPT
- OpenAI's conversational AI assistant, available as a web app and mobile apps.
- GitHub
- A hosting platform for Git repositories with issues, pull requests and automation.
- Vercel AI Gateway
- A managed gateway from Vercel for calling AI models across providers. It centralizes credentials, request logs, spend budgets, routing and failover.


