From 7e6787c8b58d6259d3635401b7008acaeae99efe Mon Sep 17 00:00:00 2001 From: kamranahmedse <4921183+kamranahmedse@users.noreply.github.com> Date: Mon, 15 Dec 2025 09:18:35 +0000 Subject: [PATCH] chore: sync content to repo --- .../content/ai-code-editors@XcKeQfpTA5ITgdX51I4y-.md | 6 +++--- .../content/indexing-embeddings@5TQnO9B4_LTHwqjI7iHB1.md | 2 +- .../ai-engineer/content/llms@wf2BSyUekr1S1q6l8kyq6.md | 2 +- .../content/maximum-tokens@qzvp6YxWDiGakA2mtspfh.md | 2 +- .../ai-engineer/content/mcp-client@po0fIZYaFhRbNlza7sB37.md | 2 +- .../ai-engineer/content/mcp-host@MabZ9jOrSj539C5qZrVBd.md | 4 ++-- .../ai-engineer/content/mcp-server@8Xkd88EjX3GE_9DWQhr7G.md | 2 +- .../model-context-protocol-mcp@AeHkNU-uJ_gBdo5-xdpEu.md | 2 +- .../content/openai-moderation-api@ljZLa3yjQpegiZWwtnn_q.md | 2 +- .../popular-open-source-models@97eu-XxYUH9pYbD_KjAtA.md | 4 ++-- .../content/pre-trained-models@d7fzv_ft12EopsQdmEsel.md | 2 +- .../content/what-is-an-ai-engineer@GN6SnI7RXIeW8JeD-qORW.md | 2 +- 12 files changed, 16 insertions(+), 16 deletions(-) diff --git a/src/data/roadmaps/ai-engineer/content/ai-code-editors@XcKeQfpTA5ITgdX51I4y-.md b/src/data/roadmaps/ai-engineer/content/ai-code-editors@XcKeQfpTA5ITgdX51I4y-.md index 503da651cbae..e3dccf5157dc 100644 --- a/src/data/roadmaps/ai-engineer/content/ai-code-editors@XcKeQfpTA5ITgdX51I4y-.md +++ b/src/data/roadmaps/ai-engineer/content/ai-code-editors@XcKeQfpTA5ITgdX51I4y-.md @@ -4,11 +4,11 @@ AI code editors are development tools that leverage artificial intelligence to a Visit the following resources to learn more: +- [@official@Gemini CLI - Google's AI coding assistant for command line](https://github.com/google-gemini/gemini-cli) +- [@official@OpenAI Codex - AI code generation via API and CLI](https://openai.com/codex/) - [@article@Cursor - The AI Code Editor](https://www.cursor.com/) - [@article@PearAI - The Open Source, Extendable AI Code Editor](https://trypear.ai/) - [@article@Bolt - Prompt, run, edit, and deploy full-stack web apps](https://bolt.new) - [@article@Replit - Build Apps using AI](https://replit.com/ai) - [@article@v0 - Build Apps with AI](https://v0.dev) -- [@website@Claude Code - AI coding assistant in terminal](https://www.claude.com/product/claude-code) -- [@official@Gemini CLI - Google's AI coding assistant for command line](https://github.com/google-gemini/gemini-cli) -- [@official@OpenAI Codex - AI code generation via API and CLI](https://openai.com/codex/) \ No newline at end of file +- [@article@Claude Code - AI coding assistant in terminal](https://www.claude.com/product/claude-code) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/indexing-embeddings@5TQnO9B4_LTHwqjI7iHB1.md b/src/data/roadmaps/ai-engineer/content/indexing-embeddings@5TQnO9B4_LTHwqjI7iHB1.md index 04f722c5d41b..aed62f1a5c74 100644 --- a/src/data/roadmaps/ai-engineer/content/indexing-embeddings@5TQnO9B4_LTHwqjI7iHB1.md +++ b/src/data/roadmaps/ai-engineer/content/indexing-embeddings@5TQnO9B4_LTHwqjI7iHB1.md @@ -5,4 +5,4 @@ Embeddings are stored in a vector database by first converting data, such as tex Visit the following resources to learn more: - [@article@Indexing & Embeddings](https://developers.llamaindex.ai/python/framework/understanding/rag/indexing/) -- [@video@Vector Databases Simply Explained! (Embeddings & Indexes)](https://www.youtube.com/watch?v=dN0lsF2cvm4) +- [@video@Vector Databases Simply Explained! (Embeddings & Indexes)](https://www.youtube.com/watch?v=dN0lsF2cvm4) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/llms@wf2BSyUekr1S1q6l8kyq6.md b/src/data/roadmaps/ai-engineer/content/llms@wf2BSyUekr1S1q6l8kyq6.md index 7e55b579c10b..226679800fa6 100644 --- a/src/data/roadmaps/ai-engineer/content/llms@wf2BSyUekr1S1q6l8kyq6.md +++ b/src/data/roadmaps/ai-engineer/content/llms@wf2BSyUekr1S1q6l8kyq6.md @@ -7,4 +7,4 @@ Visit the following resources to learn more: - [@article@What is a large language model (LLM)?](https://www.cloudflare.com/en-gb/learning/ai/what-is-large-language-model/) - [@article@Understanding AI: Everything you need to know about language models](https://leerob.com/ai) - [@video@How Large Language Models Work](https://www.youtube.com/watch?v=5sLYAQS9sWQ) -- [@video@Large Language Models (LLMs) - Everything You NEED To Know](https://www.youtube.com/watch?v=osKyvYJ3PRM) +- [@video@Large Language Models (LLMs) - Everything You NEED To Know](https://www.youtube.com/watch?v=osKyvYJ3PRM) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/maximum-tokens@qzvp6YxWDiGakA2mtspfh.md b/src/data/roadmaps/ai-engineer/content/maximum-tokens@qzvp6YxWDiGakA2mtspfh.md index a27f1df218c4..13df5869af08 100644 --- a/src/data/roadmaps/ai-engineer/content/maximum-tokens@qzvp6YxWDiGakA2mtspfh.md +++ b/src/data/roadmaps/ai-engineer/content/maximum-tokens@qzvp6YxWDiGakA2mtspfh.md @@ -5,4 +5,4 @@ The OpenAI API has different maximum token limits depending on the model being u Visit the following resources to learn more: - [@official@Maximum Tokens](https://platform.openai.com/docs/guides/rate-limits) -- [@article@The Ins and Outs of GPT Token Limits](https://www.supernormal.com/blog/gpt-token-limits) \ No newline at end of file +- [@article@Guide to Free vs Paid ChatGPT Token Limits](https://tactiq.io/learn/free-vs-paid-chatgpt-token-limits-guide) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/mcp-client@po0fIZYaFhRbNlza7sB37.md b/src/data/roadmaps/ai-engineer/content/mcp-client@po0fIZYaFhRbNlza7sB37.md index f7b8c39e69b3..0ee1c4346ab4 100644 --- a/src/data/roadmaps/ai-engineer/content/mcp-client@po0fIZYaFhRbNlza7sB37.md +++ b/src/data/roadmaps/ai-engineer/content/mcp-client@po0fIZYaFhRbNlza7sB37.md @@ -4,6 +4,6 @@ The MCP Client is a software component that allows AI agents to interact with a Visit the following resources to learn more: -- [@official@Understanding MCP clients](https://modelcontextprotocol.io/docs/learn/client-concepts#understanding-mcp-clients) - [@course@Model Context Protocol (MCP) Course](https://huggingface.co/learn/mcp-course/en/unit0/introduction) +- [@official@Understanding MCP clients](https://modelcontextprotocol.io/docs/learn/client-concepts#understanding-mcp-clients) - [@video@The Complete Guide to Building AI Agents for Beginners](https://youtu.be/MOyl58VF2ak?si=-QjRD_5y3iViprJX) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/mcp-host@MabZ9jOrSj539C5qZrVBd.md b/src/data/roadmaps/ai-engineer/content/mcp-host@MabZ9jOrSj539C5qZrVBd.md index f6909158106d..5411b0590c8a 100644 --- a/src/data/roadmaps/ai-engineer/content/mcp-host@MabZ9jOrSj539C5qZrVBd.md +++ b/src/data/roadmaps/ai-engineer/content/mcp-host@MabZ9jOrSj539C5qZrVBd.md @@ -4,5 +4,5 @@ The MCP Host is a central component within the Model Context Protocol (MCP) fram Visit the following resources to learn more: -- [@official@Concepts of MCP](https://modelcontextprotocol.io/docs/learn/architecture#concepts-of-mcp) -- [@course@Model Context Protocol (MCP) Course](https://huggingface.co/learn/mcp-course/en/unit0/introduction) \ No newline at end of file +- [@course@Model Context Protocol (MCP) Course](https://huggingface.co/learn/mcp-course/en/unit0/introduction) +- [@official@Concepts of MCP](https://modelcontextprotocol.io/docs/learn/architecture#concepts-of-mcp) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/mcp-server@8Xkd88EjX3GE_9DWQhr7G.md b/src/data/roadmaps/ai-engineer/content/mcp-server@8Xkd88EjX3GE_9DWQhr7G.md index 863d3e54e0c2..fa146f5d72b9 100644 --- a/src/data/roadmaps/ai-engineer/content/mcp-server@8Xkd88EjX3GE_9DWQhr7G.md +++ b/src/data/roadmaps/ai-engineer/content/mcp-server@8Xkd88EjX3GE_9DWQhr7G.md @@ -4,7 +4,7 @@ The MCP Server acts as a central hub for managing and serving contextual informa Visit the following resources to learn more: +- [@course@Model Context Protocol (MCP) Course](https://huggingface.co/learn/mcp-course/en/unit0/introduction) - [@official@Understanding MCP Servers](https://modelcontextprotocol.io/docs/learn/server-concepts#understanding-mcp-servers) - [@article@Awesome MCP Servers](https://mcpservers.org/) -- [@course@Model Context Protocol (MCP) Course](https://huggingface.co/learn/mcp-course/en/unit0/introduction) - [@video@The Complete Guide to Building AI Agents for Beginners](https://youtu.be/MOyl58VF2ak?si=-QjRD_5y3iViprJX) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/model-context-protocol-mcp@AeHkNU-uJ_gBdo5-xdpEu.md b/src/data/roadmaps/ai-engineer/content/model-context-protocol-mcp@AeHkNU-uJ_gBdo5-xdpEu.md index c6c8b0157946..234104eb7442 100644 --- a/src/data/roadmaps/ai-engineer/content/model-context-protocol-mcp@AeHkNU-uJ_gBdo5-xdpEu.md +++ b/src/data/roadmaps/ai-engineer/content/model-context-protocol-mcp@AeHkNU-uJ_gBdo5-xdpEu.md @@ -4,8 +4,8 @@ Model Context Protocol (MCP) provides a standardized way for AI agents to manage Visit the following resources to learn more: +- [@course@Model Context Protocol (MCP) Course](https://huggingface.co/learn/mcp-course/en/unit0/introduction) - [@official@Model Context Protocol](https://modelcontextprotocol.io/) - [@opensource@Model Context Protocol](https://github.com/modelcontextprotocol) - [@article@Model Context Protocol (MCP): A Guide With Demo Project](https://www.datacamp.com/tutorial/mcp-model-context-protocol) -- [@course@Model Context Protocol (MCP) Course](https://huggingface.co/learn/mcp-course/en/unit0/introduction) - [@video@What is MCP? Integrate AI Agents with Databases & APIs](https://www.youtube.com/watch?v=eur8dUO9mvE) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/openai-moderation-api@ljZLa3yjQpegiZWwtnn_q.md b/src/data/roadmaps/ai-engineer/content/openai-moderation-api@ljZLa3yjQpegiZWwtnn_q.md index 1f795c345036..5ca1cd280671 100644 --- a/src/data/roadmaps/ai-engineer/content/openai-moderation-api@ljZLa3yjQpegiZWwtnn_q.md +++ b/src/data/roadmaps/ai-engineer/content/openai-moderation-api@ljZLa3yjQpegiZWwtnn_q.md @@ -5,4 +5,4 @@ The OpenAI Moderation API helps detect and filter harmful content by analyzing t Visit the following resources to learn more: - [@official@Moderation](https://platform.openai.com/docs/guides/moderation) -- [@article@How to use the moderation API](https://cookbook.openai.com/examples/how_to_use_moderation) +- [@article@How to use the moderation API](https://cookbook.openai.com/examples/how_to_use_moderation) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/popular-open-source-models@97eu-XxYUH9pYbD_KjAtA.md b/src/data/roadmaps/ai-engineer/content/popular-open-source-models@97eu-XxYUH9pYbD_KjAtA.md index bce47605bfaf..7bce7e0fa432 100644 --- a/src/data/roadmaps/ai-engineer/content/popular-open-source-models@97eu-XxYUH9pYbD_KjAtA.md +++ b/src/data/roadmaps/ai-engineer/content/popular-open-source-models@97eu-XxYUH9pYbD_KjAtA.md @@ -4,5 +4,5 @@ Open-source large language models (LLMs) are models whose source code and archit Visit the following resources to learn more: -- [@article@The Best Large Language Models (LLMs) in 2026](https://zapier.com/blog/best-llm/) -- [@article@9 Top Open-Source LLMs for 2026 and Their Uses](https://www.datacamp.com/blog/top-open-source-llms) \ No newline at end of file +- [@article@The Best Large Language Models (LLMs) in 2024](https://zapier.com/blog/best-llm/) +- [@article@8 Top Open-Source LLMs for 2024 and Their Uses](https://www.datacamp.com/blog/top-open-source-llms) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/pre-trained-models@d7fzv_ft12EopsQdmEsel.md b/src/data/roadmaps/ai-engineer/content/pre-trained-models@d7fzv_ft12EopsQdmEsel.md index 8c4be6670a13..682140f7f374 100644 --- a/src/data/roadmaps/ai-engineer/content/pre-trained-models@d7fzv_ft12EopsQdmEsel.md +++ b/src/data/roadmaps/ai-engineer/content/pre-trained-models@d7fzv_ft12EopsQdmEsel.md @@ -5,4 +5,4 @@ Pre-trained models are Machine Learning (ML) models that have been previously tr Visit the following resources to learn more: - [@article@Pre-trained Models: Past, Present and Future](https://www.sciencedirect.com/science/article/pii/S2666651021000231) -- [@video@Transforming Language with Generative Pre-trained Transformers (GPT)](https://www.youtube.com/watch?v=bdICz_sBI34) +- [@video@Transforming Language with Generative Pre-trained Transformers (GPT)](https://www.youtube.com/watch?v=bdICz_sBI34) \ No newline at end of file diff --git a/src/data/roadmaps/ai-engineer/content/what-is-an-ai-engineer@GN6SnI7RXIeW8JeD-qORW.md b/src/data/roadmaps/ai-engineer/content/what-is-an-ai-engineer@GN6SnI7RXIeW8JeD-qORW.md index 07e28ee106ce..4cb7875dc3af 100644 --- a/src/data/roadmaps/ai-engineer/content/what-is-an-ai-engineer@GN6SnI7RXIeW8JeD-qORW.md +++ b/src/data/roadmaps/ai-engineer/content/what-is-an-ai-engineer@GN6SnI7RXIeW8JeD-qORW.md @@ -5,4 +5,4 @@ AI engineers are professionals who specialize in designing, developing, and impl Visit the following resources to learn more: - [@article@How to Become an AI Engineer: Duties, Skills, and Salary](https://www.simplilearn.com/tutorials/artificial-intelligence-tutorial/how-to-become-an-ai-engineer) -- [@article@AI Engineers: What they do and how to become one](https://www.techtarget.com/whatis/feature/How-to-become-an-artificial-intelligence-engineer) +- [@article@AI Engineers: What they do and how to become one](https://www.techtarget.com/whatis/feature/How-to-become-an-artificial-intelligence-engineer) \ No newline at end of file