From 253079f3b0a317ba68b83dd9b4e7f88b2cbe2cc9 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Thu, 17 Sep 2026 10:18:48 +0200 Subject: [PATCH] chore: sync content to repo (#10353) Co-authored-by: nilbuild <4921183+nilbuild@users.noreply.github.com> --- .../content/closed-weight-models@tJYmEDDwK0LtEux-kwp9B.md | 3 +-- .../content/context-windows@dyn1LSioema-Bf9lLTgUZ.md | 2 +- .../ai-agents/content/dag-agents@Ep8RoZSy_Iq_zWXlGQLZo.md | 1 - roadmaps/ai-agents/content/deepeval@0924QUH1wV7Mp-Xu0FAhF.md | 1 - .../content/file-system-access@BoJqZvdGam4cd6G6yK2IV.md | 1 - .../forgetting--aging-strategies@m-97m7SI0XpBnhEE8-_1S.md | 3 +-- .../iterate-and-test-your-prompts@noTuUFnHSBzn7GKG9UZEi.md | 1 - .../ai-agents/content/llamaindex@iEHF-Jm3ck-Iu85EbCoDi.md | 2 -- .../content/long-term-memory@Ue633fz6Xu2wa2-KOAtdP.md | 1 - .../ai-agents/content/max-length@Bn_BkthrVX_vOuwQzvPZa.md | 1 - .../model-context-protocol-mcp@1B0IqRNYdtbHDi1jHSXuI.md | 1 - .../content/open-weight-models@DSJAhQhc1dQmBHQ8ZkTau.md | 2 -- .../content/openai-functions-calling@AQtxTTxmBpfl8BMgJbGzc.md | 4 +--- .../content/short-term--memory@M3U6RfIqaiut2nuOibY8W.md | 1 - .../structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md | 3 +-- .../summarization--compression@jTDC19BTWCqxqMizrIJHr.md | 3 +-- .../ai-agents/content/tokenization@GAjuWyJl9CI1nqXBp6XCf.md | 3 +-- .../tool-sandboxing--permissioning@UVzLGXG6K7HQVHmw8ZAv2.md | 1 - ...unit-testing-for-individual-tools@qo_O4YAe4-MTP_ZJoXJHR.md | 1 - .../content/web-scraping--crawling@5oLc-235bvKhApxzYFkEc.md | 1 - .../content/what-is-agent-memory@TBH_DZTAfR8Daoh-njNFC.md | 1 - .../what-is-prompt-engineering@Y8EqzFx3qxtrSh7bWbbV8.md | 3 +-- 22 files changed, 8 insertions(+), 32 deletions(-) diff --git a/roadmaps/ai-agents/content/closed-weight-models@tJYmEDDwK0LtEux-kwp9B.md b/roadmaps/ai-agents/content/closed-weight-models@tJYmEDDwK0LtEux-kwp9B.md index 704dfd8a3..2cce0640f 100644 --- a/roadmaps/ai-agents/content/closed-weight-models@tJYmEDDwK0LtEux-kwp9B.md +++ b/roadmaps/ai-agents/content/closed-weight-models@tJYmEDDwK0LtEux-kwp9B.md @@ -7,5 +7,4 @@ Visit the following resources to learn more: - [@official@Open AI's GPT-4](https://openai.com/gpt-4) - [@official@Claude](https://www.anthropic.com/claude) - [@official@Gemini](https://deepmind.google/technologies/gemini/) -- [@article@Open-Source LLMs vs Closed LLMs](https://hatchworks.com/blog/gen-ai/open-source-vs-closed-llms-guide/) -- [@article@2024 Comparison of Open-Source Vs Closed-Source LLMs](https://blog.spheron.network/choosing-the-right-llm-2024-comparison-of-open-source-vs-closed-source-llms) \ No newline at end of file +- [@article@Open-Source LLMs vs Closed LLMs](https://hatchworks.com/blog/gen-ai/open-source-vs-closed-llms-guide/) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/context-windows@dyn1LSioema-Bf9lLTgUZ.md b/roadmaps/ai-agents/content/context-windows@dyn1LSioema-Bf9lLTgUZ.md index b44701909..da1c581d1 100644 --- a/roadmaps/ai-agents/content/context-windows@dyn1LSioema-Bf9lLTgUZ.md +++ b/roadmaps/ai-agents/content/context-windows@dyn1LSioema-Bf9lLTgUZ.md @@ -1,5 +1,5 @@ # Context Windows - + The context window is the maximum number of tokens a model can process in a single request, including both the input and the generated output. Anything beyond this limit gets truncated or causes an error, so long conversations or documents need to be managed carefully. A larger context window lets an agent keep more history, tool outputs, or retrieved documents in view at once. Visit the following resources to learn more: diff --git a/roadmaps/ai-agents/content/dag-agents@Ep8RoZSy_Iq_zWXlGQLZo.md b/roadmaps/ai-agents/content/dag-agents@Ep8RoZSy_Iq_zWXlGQLZo.md index f47dda302..36c96290d 100644 --- a/roadmaps/ai-agents/content/dag-agents@Ep8RoZSy_Iq_zWXlGQLZo.md +++ b/roadmaps/ai-agents/content/dag-agents@Ep8RoZSy_Iq_zWXlGQLZo.md @@ -5,5 +5,4 @@ A DAG (Directed Acyclic Graph) agent is made of small parts called nodes that fo Visit the following resources to learn more: - [@official@Airflow: Directed Acyclic Graphs Documentation](https://airflow.apache.org/docs/apache-airflow/stable/concepts/dags.html) -- [@article@What are DAGs in AI Systems?](https://www.restack.io/p/version-control-for-ai-answer-what-is-dag-in-ai-cat-ai) - [@video@DAGs Explained Simply](https://www.youtube.com/watch?v=1Yh5S-S6wsI) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/deepeval@0924QUH1wV7Mp-Xu0FAhF.md b/roadmaps/ai-agents/content/deepeval@0924QUH1wV7Mp-Xu0FAhF.md index b7e712649..c9773e256 100644 --- a/roadmaps/ai-agents/content/deepeval@0924QUH1wV7Mp-Xu0FAhF.md +++ b/roadmaps/ai-agents/content/deepeval@0924QUH1wV7Mp-Xu0FAhF.md @@ -6,5 +6,4 @@ Visit the following resources to learn more: - [@official@DeepEval - The Open-Source LLM Evaluation Framework](https://www.deepeval.com/) - [@opensource@DeepEval GitHub Repository](https://github.com/confident-ai/deepeval) -- [@article@Evaluate LLMs Effectively Using DeepEval: A Practical Guide](https://www.datacamp.com/tutorial/deepeval) - [@video@DeepEval - LLM Evaluation Framework](https://www.youtube.com/watch?v=ZNs2dCXHlfo) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/file-system-access@BoJqZvdGam4cd6G6yK2IV.md b/roadmaps/ai-agents/content/file-system-access@BoJqZvdGam4cd6G6yK2IV.md index fc99eac39..b9153eaa1 100644 --- a/roadmaps/ai-agents/content/file-system-access@BoJqZvdGam4cd6G6yK2IV.md +++ b/roadmaps/ai-agents/content/file-system-access@BoJqZvdGam4cd6G6yK2IV.md @@ -4,7 +4,6 @@ File system access lets an AI agent read, create, change, or delete files and fo Visit the following resources to learn more: -- [@article@Filesystem MCP server for AI Agents](https://playbooks.com/mcp/mateicanavra-filesystem) - [@article@File System Access API](https://developer.mozilla.org/en-US/docs/Web/API/File_System_Access_API) - [@article@Understanding File Permissions and Security](https://linuxize.com/post/understanding-linux-file-permissions/) - [@video@How File Systems Work?](https://www.youtube.com/watch?v=KN8YgJnShPM) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/forgetting--aging-strategies@m-97m7SI0XpBnhEE8-_1S.md b/roadmaps/ai-agents/content/forgetting--aging-strategies@m-97m7SI0XpBnhEE8-_1S.md index 5a521a408..16adb9522 100644 --- a/roadmaps/ai-agents/content/forgetting--aging-strategies@m-97m7SI0XpBnhEE8-_1S.md +++ b/roadmaps/ai-agents/content/forgetting--aging-strategies@m-97m7SI0XpBnhEE8-_1S.md @@ -4,5 +4,4 @@ Forgetting or aging strategies decide what stored information an agent should di Visit the following resources to learn more: -- [@article@Memory Management](https://python.langchain.com/docs/how_to/chatbots_memory/) -- [@article@Memory Management for AI Agents](https://techcommunity.microsoft.com/blog/azure-ai-services-blog/memory-management-for-ai-agents/4406359) \ No newline at end of file +- [@article@Memory Management](https://python.langchain.com/docs/how_to/chatbots_memory/) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/iterate-and-test-your-prompts@noTuUFnHSBzn7GKG9UZEi.md b/roadmaps/ai-agents/content/iterate-and-test-your-prompts@noTuUFnHSBzn7GKG9UZEi.md index 19ff2330e..6bf6598af 100644 --- a/roadmaps/ai-agents/content/iterate-and-test-your-prompts@noTuUFnHSBzn7GKG9UZEi.md +++ b/roadmaps/ai-agents/content/iterate-and-test-your-prompts@noTuUFnHSBzn7GKG9UZEi.md @@ -5,5 +5,4 @@ After you write a first prompt, treat it as a draft, not the final version. Run Visit the following resources to learn more: - [@course@Prompt Engineering Best Practices](https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/) -- [@article@Master Iterative Prompting: A Guide](https://blogs.vreamer.space/master-iterative-prompting-a-guide-to-more-effective-interactions-with-ai-50a736eaec38) - [@video@Prompt Engineering: The Iterative Process](https://www.youtube.com/watch?v=dOxUroR57xs) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/llamaindex@iEHF-Jm3ck-Iu85EbCoDi.md b/roadmaps/ai-agents/content/llamaindex@iEHF-Jm3ck-Iu85EbCoDi.md index 5a87ba9d6..74974e458 100644 --- a/roadmaps/ai-agents/content/llamaindex@iEHF-Jm3ck-Iu85EbCoDi.md +++ b/roadmaps/ai-agents/content/llamaindex@iEHF-Jm3ck-Iu85EbCoDi.md @@ -4,9 +4,7 @@ LlamaIndex is a framework focused on connecting language models to external data Visit the following resources to learn more: -- [@official@LlamaIndex](https://llamaindex.ai/) - [@official@LlamaIndex Documentation](https://docs.smith.langchain.com/) -- [@official@What is LlamaIndex.TS](https://ts.llamaindex.ai/docs/llamaindex) - [@opensource@run-llama/llama_index](https://github.com/run-llama/llama_index) - [@article@What is LlamaIndex? - IBM](https://www.ibm.com/think/topics/llamaindex) - [@article@LlamaIndex - Hugging Face](https://huggingface.co/llamaindex) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/long-term-memory@Ue633fz6Xu2wa2-KOAtdP.md b/roadmaps/ai-agents/content/long-term-memory@Ue633fz6Xu2wa2-KOAtdP.md index a0a130cd6..408062f96 100644 --- a/roadmaps/ai-agents/content/long-term-memory@Ue633fz6Xu2wa2-KOAtdP.md +++ b/roadmaps/ai-agents/content/long-term-memory@Ue633fz6Xu2wa2-KOAtdP.md @@ -4,7 +4,6 @@ Long term memory in an AI agent stores important information for future use, lik Visit the following resources to learn more: -- [@article@Long Term Memory in AI Agents](https://medium.com/@alozie_igbokwe/ai-101-long-term-memory-in-ai-agents-35f87f2d0ce0) - [@article@Memory Management in AI Agents](https://python.langchain.com/docs/how_to/chatbots_memory/) - [@article@Storing and Retrieving Knowledge for Agents](https://www.pinecone.io/learn/langchain-retrieval-augmentation/) - [@article@Short-Term vs Long-Term Memory in AI Agents](https://adasci.org/short-term-vs-long-term-memory-in-ai-agents/) diff --git a/roadmaps/ai-agents/content/max-length@Bn_BkthrVX_vOuwQzvPZa.md b/roadmaps/ai-agents/content/max-length@Bn_BkthrVX_vOuwQzvPZa.md index 12fa9c017..eef739078 100644 --- a/roadmaps/ai-agents/content/max-length@Bn_BkthrVX_vOuwQzvPZa.md +++ b/roadmaps/ai-agents/content/max-length@Bn_BkthrVX_vOuwQzvPZa.md @@ -6,5 +6,4 @@ Visit the following resources to learn more: - [@article@Utilising Max Token Context Window of Anthropic Claude](https://medium.com/@nampreetsingh/utilising-max-token-context-window-of-anthropic-claude-on-amazon-bedrock-7377d94b2dfa) - [@article@Controlling the Length of OpenAI Model Responses](https://help.openai.com/en/articles/5072518-controlling-the-length-of-openai-model-responses) -- [@article@Max Model Length in AI](https://www.restack.io/p/ai-model-answer-max-model-length-cat-ai) - [@video@Understanding ChatGPT/OpenAI Tokens](https://youtu.be/Mo3NV5n1yZk) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/model-context-protocol-mcp@1B0IqRNYdtbHDi1jHSXuI.md b/roadmaps/ai-agents/content/model-context-protocol-mcp@1B0IqRNYdtbHDi1jHSXuI.md index 3bb05911c..a935107b5 100644 --- a/roadmaps/ai-agents/content/model-context-protocol-mcp@1B0IqRNYdtbHDi1jHSXuI.md +++ b/roadmaps/ai-agents/content/model-context-protocol-mcp@1B0IqRNYdtbHDi1jHSXuI.md @@ -7,5 +7,4 @@ Visit the following resources to learn more: - [@course@MCP: Build Rich-Context AI Apps with Anthropic](https://www.deeplearning.ai/short-courses/mcp-build-rich-context-ai-apps-with-anthropic/) - [@official@Model Context Protocol](https://modelcontextprotocol.io/introduction) - [@opensource@Model Context Protocol](https://github.com/modelcontextprotocol/modelcontextprotocol) -- [@article@Introducing the Azure MCP Server](https://devblogs.microsoft.com/azure-sdk/introducing-the-azure-mcp-server/) - [@article@The Ultimate Guide to MCP](https://guangzhengli.com/blog/en/model-context-protocol) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/open-weight-models@DSJAhQhc1dQmBHQ8ZkTau.md b/roadmaps/ai-agents/content/open-weight-models@DSJAhQhc1dQmBHQ8ZkTau.md index dadb393e4..4ec22df20 100644 --- a/roadmaps/ai-agents/content/open-weight-models@DSJAhQhc1dQmBHQ8ZkTau.md +++ b/roadmaps/ai-agents/content/open-weight-models@DSJAhQhc1dQmBHQ8ZkTau.md @@ -4,8 +4,6 @@ Open weight models are language models whose trained parameters are published fo Visit the following resources to learn more: -- [@official@BLOOM BigScience](https://bigscience.huggingface.co/) - [@official@Falcon LLM – Technology Innovation Institute (TII)](https://falconllm.tii.ae/) -- [@official@Llama 2 – Meta's Official Announcement](https://ai.meta.com/llama/) - [@official@Hugging Face – Open LLM Leaderboard (Top Open Models)](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) - [@official@EleutherAI – Open Research Collective (GPT-Neo, GPT-J, etc.)](https://www.eleuther.ai/) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/openai-functions-calling@AQtxTTxmBpfl8BMgJbGzc.md b/roadmaps/ai-agents/content/openai-functions-calling@AQtxTTxmBpfl8BMgJbGzc.md index b2504bbc7..9a528ea43 100644 --- a/roadmaps/ai-agents/content/openai-functions-calling@AQtxTTxmBpfl8BMgJbGzc.md +++ b/roadmaps/ai-agents/content/openai-functions-calling@AQtxTTxmBpfl8BMgJbGzc.md @@ -6,6 +6,4 @@ Visit the following resources to learn more: - [@official@OpenAI Documentation – Function Calling](https://platform.openai.com/docs/guides/function-calling) - [@official@OpenAI Cookbook – Using Functions with GPT Models](https://github.com/openai/openai-cookbook/blob/main/examples/How_to_call_functions_with_chat_models.ipynb) -- [@article@@officialOpenAI Blog – Announcing Function Calling and Other Updates](https://openai.com/blog/function-calling-and-other-api-updates) -- [@article@@officialOpenAI API Reference – Functions Section](https://platform.openai.com/docs/api-reference/chat/create#functions) -- [@article@@officialOpenAI Community – Discussions and Examples on Function Calling](https://community.openai.com/tag/function-calling) \ No newline at end of file +- [@official@OpenAI API Reference – Functions Section](https://platform.openai.com/docs/api-reference/chat/create#functions) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/short-term--memory@M3U6RfIqaiut2nuOibY8W.md b/roadmaps/ai-agents/content/short-term--memory@M3U6RfIqaiut2nuOibY8W.md index ea79a9f6c..063300458 100644 --- a/roadmaps/ai-agents/content/short-term--memory@M3U6RfIqaiut2nuOibY8W.md +++ b/roadmaps/ai-agents/content/short-term--memory@M3U6RfIqaiut2nuOibY8W.md @@ -7,5 +7,4 @@ Visit the following resources to learn more: - [@article@Memory Management in AI Agents](https://python.langchain.com/docs/how_to/chatbots_memory/) - [@article@Build Smarter AI Agents: Manage Short-term and Long-term Memory](https://redis.io/blog/build-smarter-ai-agents-manage-short-term-and-long-term-memory-with-redis/) - [@article@Storing and Retrieving Knowledge for Agents](https://www.pinecone.io/learn/langchain-retrieval-augmentation/) -- [@article@Short-Term vs Long-Term Memory in AI Agents](https://adasci.org/short-term-vs-long-term-memory-in-ai-agents/) - [@video@Building Brain-Like Memory for AI Agents](https://www.youtube.com/watch?v=VKPngyO0iKg) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md b/roadmaps/ai-agents/content/structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md index 95a2f5e96..f7a15bf85 100644 --- a/roadmaps/ai-agents/content/structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md +++ b/roadmaps/ai-agents/content/structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md @@ -5,5 +5,4 @@ Structured logging and tracing record an agent's execution in a consistent, mach Visit the following resources to learn more: - [@article@Understanding Structured Logging: A Comprehensive Guide](https://www.graphapp.ai/blog/understanding-structured-logging-a-comprehensive-guide) -- [@article@Structured Logging & Cloud Logging](https://cloud.google.com/logging/docs/structured-logging) -- [@article@Best Practices for Logging in AI Applications](https://www.restack.io/p/best-ai-practices-software-compliance-answer-logging-best-practices-cat-ai) \ No newline at end of file +- [@article@Structured Logging & Cloud Logging](https://cloud.google.com/logging/docs/structured-logging) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/summarization--compression@jTDC19BTWCqxqMizrIJHr.md b/roadmaps/ai-agents/content/summarization--compression@jTDC19BTWCqxqMizrIJHr.md index cfb81bb9c..b46252441 100644 --- a/roadmaps/ai-agents/content/summarization--compression@jTDC19BTWCqxqMizrIJHr.md +++ b/roadmaps/ai-agents/content/summarization--compression@jTDC19BTWCqxqMizrIJHr.md @@ -4,5 +4,4 @@ Summarization or compression reduces the size of stored or in context informatio Visit the following resources to learn more: -- [@article@Evaluating LLMs for Text Summarization](https://insights.sei.cmu.edu/blog/evaluating-llms-for-text-summarization-introduction/) -- [@article@The Ultimate Guide to AI Document Summarization](https://www.documentllm.com/blog/ai-document-summarization-guide) \ No newline at end of file +- [@article@Evaluating LLMs for Text Summarization](https://insights.sei.cmu.edu/blog/evaluating-llms-for-text-summarization-introduction/) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/tokenization@GAjuWyJl9CI1nqXBp6XCf.md b/roadmaps/ai-agents/content/tokenization@GAjuWyJl9CI1nqXBp6XCf.md index 2d3ef1998..7bef4558f 100644 --- a/roadmaps/ai-agents/content/tokenization@GAjuWyJl9CI1nqXBp6XCf.md +++ b/roadmaps/ai-agents/content/tokenization@GAjuWyJl9CI1nqXBp6XCf.md @@ -4,5 +4,4 @@ Tokenization is the process of breaking text into smaller units called tokens, w Visit the following resources to learn more: -- [@article@Explaining Tokens — the Language and Currency of AI](https://blogs.nvidia.com/blog/ai-tokens-explained/) -- [@article@What is Tokenization? Types, Use Cases, Implementation](https://www.datacamp.com/blog/what-is-tokenization) \ No newline at end of file +- [@article@Explaining Tokens — the Language and Currency of AI](https://blogs.nvidia.com/blog/ai-tokens-explained/) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/tool-sandboxing--permissioning@UVzLGXG6K7HQVHmw8ZAv2.md b/roadmaps/ai-agents/content/tool-sandboxing--permissioning@UVzLGXG6K7HQVHmw8ZAv2.md index 889dd5303..6e5f7439d 100644 --- a/roadmaps/ai-agents/content/tool-sandboxing--permissioning@UVzLGXG6K7HQVHmw8ZAv2.md +++ b/roadmaps/ai-agents/content/tool-sandboxing--permissioning@UVzLGXG6K7HQVHmw8ZAv2.md @@ -4,6 +4,5 @@ Tool sandboxing keeps the AI agent inside a safe zone where it can only run appr Visit the following resources to learn more: -- [@article@AI Sandbox | Harvard University Information Technology](https://www.huit.harvard.edu/ai-sandbox) - [@article@How to Set Up AI Sandboxes to Maximize Adoption](https://medium.com/@emilholmegaard/how-to-set-up-ai-sandboxes-to-maximize-adoption-without-compromising-ethics-and-values-637c70626130) - [@article@Sandboxes for AI - The Datasphere Initiative](https://www.thedatasphere.org/datasphere-publish/sandboxes-for-ai/) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/unit-testing-for-individual-tools@qo_O4YAe4-MTP_ZJoXJHR.md b/roadmaps/ai-agents/content/unit-testing-for-individual-tools@qo_O4YAe4-MTP_ZJoXJHR.md index 2d2b4487f..4a09611f9 100644 --- a/roadmaps/ai-agents/content/unit-testing-for-individual-tools@qo_O4YAe4-MTP_ZJoXJHR.md +++ b/roadmaps/ai-agents/content/unit-testing-for-individual-tools@qo_O4YAe4-MTP_ZJoXJHR.md @@ -4,6 +4,5 @@ Unit testing checks that each tool an AI agent uses works as expected when it st Visit the following resources to learn more: -- [@article@Unit Testing Agents](https://docs.patronus.ai/docs/agent_evals/unit_testing) - [@article@Best AI Tools for Unit Testing: A Look at Top 14 AI Tools](https://thetrendchaser.com/best-ai-tools-for-unit-testing/) - [@article@AI for Unit Testing: Revolutionizing Developer Productivity](https://www.diffblue.com/resources/ai-for-unit-testing-revolutionizing-developer-productivity/) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/web-scraping--crawling@5oLc-235bvKhApxzYFkEc.md b/roadmaps/ai-agents/content/web-scraping--crawling@5oLc-235bvKhApxzYFkEc.md index c8c11dd95..4aba62f08 100644 --- a/roadmaps/ai-agents/content/web-scraping--crawling@5oLc-235bvKhApxzYFkEc.md +++ b/roadmaps/ai-agents/content/web-scraping--crawling@5oLc-235bvKhApxzYFkEc.md @@ -4,7 +4,6 @@ Web scraping and crawling let an AI agent collect data from many web pages witho Visit the following resources to learn more: -- [@article@Crawl AI - Build Your AI With One Prompt](https://www.crawlai.org/) - [@article@AI-Powered Web Scraper with Crawl4AI and DeepSeek](https://brightdata.com/blog/web-data/crawl4ai-and-deepseek-web-scraping) - [@article@Best Web Scraping Tools for AI Applications](https://www.thetoolnerd.com/p/best-web-scraping-tools-for-ai-applications) - [@article@8 Best AI Web Scraping Tools I Tried - HubSpot Blog](https://blog.hubspot.com/website/ai-web-scraping) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/what-is-agent-memory@TBH_DZTAfR8Daoh-njNFC.md b/roadmaps/ai-agents/content/what-is-agent-memory@TBH_DZTAfR8Daoh-njNFC.md index 7cfae4b97..77c1e6ab8 100644 --- a/roadmaps/ai-agents/content/what-is-agent-memory@TBH_DZTAfR8Daoh-njNFC.md +++ b/roadmaps/ai-agents/content/what-is-agent-memory@TBH_DZTAfR8Daoh-njNFC.md @@ -7,5 +7,4 @@ Visit the following resources to learn more: - [@article@Agentic Memory for LLM Agents](https://arxiv.org/abs/2502.12110) - [@article@Memory Management in AI Agents](https://python.langchain.com/docs/how_to/chatbots_memory/) - [@article@Storing and Retrieving Knowledge for Agents](https://www.pinecone.io/learn/langchain-retrieval-augmentation/) -- [@article@Short-Term vs Long-Term Memory in AI Agents](https://adasci.org/short-term-vs-long-term-memory-in-ai-agents/) - [@video@Building Brain-Like Memory for AI Agents](https://www.youtube.com/watch?v=VKPngyO0iKg) \ No newline at end of file diff --git a/roadmaps/ai-agents/content/what-is-prompt-engineering@Y8EqzFx3qxtrSh7bWbbV8.md b/roadmaps/ai-agents/content/what-is-prompt-engineering@Y8EqzFx3qxtrSh7bWbbV8.md index 5720715d2..dcdf48e9c 100644 --- a/roadmaps/ai-agents/content/what-is-prompt-engineering@Y8EqzFx3qxtrSh7bWbbV8.md +++ b/roadmaps/ai-agents/content/what-is-prompt-engineering@Y8EqzFx3qxtrSh7bWbbV8.md @@ -5,5 +5,4 @@ Prompt engineering is the skill of writing clear questions or instructions so th Visit the following resources to learn more: - [@roadmap@Visit Dedicated Prompt Engineering Roadmap](https://roadmap.sh/prompt-engineering) -- [@article@What is Prompt Engineering? - AI Prompt Engineering Explained - AWS](https://aws.amazon.com/what-is/prompt-engineering/) -- [@article@What is Prompt Engineering? A Detailed Guide For 2025](https://www.datacamp.com/blog/what-is-prompt-engineering-the-future-of-ai-communication) \ No newline at end of file +- [@article@What is Prompt Engineering? - AI Prompt Engineering Explained - AWS](https://aws.amazon.com/what-is/prompt-engineering/) \ No newline at end of file