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Tagged: Groq
Build a Support Agent with Agentspan: Tools, Approvals, Guardrails
Create a Python customer support agent on Agentspan and Groq with Pydantic output, a human approval gate for refunds, an input guardrail and live event streaming.
11 min readAn Approval Dashboard for a Kubernetes Remediation Agent: FastAPI and React
Build a FastAPI backend with a kubectl allowlist and a React approval dashboard so an LLM remediation agent can fix incidents only after a human clicks Approve.
11 min readChat With Any GitHub Repo: Streamlit, LlamaIndex, Groq and Local Embeddings
Build a RAG chatbot over a GitHub repository, covering gitingest ingestion, Markdown chunking, cached models, a prompt that admits ignorance, and async streaming in Streamlit.
11 min readA Minimal RAG Pipeline in Go With langchaingo, Groq and Jina Embeddings
A minimal RAG pipeline in Go with langchaingo: an in-memory vector store, cosine search, Groq for answers and Jina embeddings, plus a demo of bad context.
10 min readBuild With AI for Free: Gemini and Groq When Your API Credits Run Out
A beginner's guide to the difference between tokens and credits, free API tiers that need no card, and how little code changes when you switch providers.
5 min readBuild an AI Agent with Real Memory Using Mem0, LangChain & Groq
An AI agent with real memory using Mem0, LangChain and Groq: why LLMs forget between sessions, embeddings stored in ChromaDB, and the full build step by step.
12 min readReAct from scratch: thought, action, pause, observation without a framework
A tiny ReAct loop built by hand on Groq: thought, action, pause, observation, manual first, then regex tool calls, so LLM agent frameworks make sense.
6 min readAutomating Transaction Entry in FastAPI with a LangGraph AI Assistant
Learn how to build a LangGraph-orchestrated AI assistant that parses natural language into structured transactions and writes them to a PostgreSQL database via FastAPI.
25 min read
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