Answers questions on LangChain and LangGraph: agents, models, tools, memory, streaming and Deep Agents, citing the exact file in the public docs of the GitHub repo langchain-ai/docs (MIT). Not an official LangChain product.
Answers questions on the latest Model Context Protocol spec: transports, primitives and authorization, citing the exact file in modelcontextprotocol/modelcontextprotocol (Apache-2.0 / CC BY 4.0). Not an official MCP product.
“…description: "Use agent skills to guide AI coding assistants through MCP server design and implementation" --- [Agent skills](https://agentskills.io/home) are p…”
Answers questions on AI SDK Core, AI SDK UI, providers, tools and the cookbook, citing the exact file in the public docs of the GitHub repo vercel/ai (Apache-2.0). Not an official Vercel AI SDK product.
“### Agents Agents take your AI applications a step further by allowing models to execute multiple steps (i.e. tools) in a non-deterministic way, making decision…”
Answers questions on Microsoft's course Generative AI for Beginners: LLMs, prompting, RAG, agents and fine-tuning, citing the exact lesson in the GitHub repo microsoft/generative-ai-for-beginners (MIT). Not an official Microsoft product.
“## What Are AI Agents? AI Agents are a very exciting field in the world of Generative AI. With this excitement comes sometimes a confusion of terms and their ap…”
Answers questions on Gradio: Interfaces, Blocks, chatbots, streaming and custom components, citing the exact file in the guides of the GitHub repo gradio-app/gradio (Apache-2.0). Not an official Gradio product.
Answers questions on LlamaIndex: loading data, indexing, querying, RAG, agents and workflows, citing the exact file in the public docs of the GitHub repo run-llama/llama_index (MIT). Not an official LlamaIndex product.
“--- title: Agents --- An "agent" is an automated reasoning and decision engine. It takes in a user input/query and can make internal decisions for executing tha…”
Answers questions on prompting large language models: context, examples, structured output, tools and limitations, citing Brex's open Prompt Engineering Guide in the GitHub repo brexhq/prompt-engineering (MIT). Not an official Brex product.
“#### ReAct In March of 2023, Princeton and Google released a paper “[ReAct: Synergizing Reasoning and Acting in Language Models](https://arxiv.org/pdf/2210.0362…”
Answers questions on application security from the OWASP Cheat Sheet Series: authentication, sessions, XSS, injection, secrets and more, citing the exact cheat sheet in the GitHub repo OWASP/CheatSheetSeries (CC BY-SA 4.0). Not official.
Answers questions on Supabase Postgres, Auth, Storage, Realtime and Edge Functions, citing the exact file in the public docs of the GitHub repo supabase/supabase (Apache-2.0). Not an official Supabase product.
“## Pick your agent <ContentListings id="ai-tools-supported-agents" />”
Answers questions on VS Code editing, debugging, settings, remote development and extensions, citing the exact file in the public docs of the GitHub repo microsoft/vscode-docs (CC BY 3.0). Not an official VS Code product.