owainlewis

AI Agents 101

In this short video I'll show you how to write an AI agent from scratch in Python using just a few lines of simple code. We'll learn how AI agents work.

---

The truth: An AI agent is just an LLM in a loop that can call functions.

---

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(ns oci-generative-ai
  (:import [com.oracle.bmc.auth ConfigFileAuthenticationDetailsProvider]
           [com.oracle.bmc.generativeaiinference GenerativeAiInferenceClient]
           [com.oracle.bmc.generativeaiinference.model ChatDetails
                                                      CohereChatRequest
                                                      OnDemandServingMode
                                                      ChatRequest]
           [com.oracle.bmc.generativeaiinference.requests ChatRequest]))

(defn create-auth-provider

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import tiktoken

from docling.document_converter import DocumentConverter
from docling_core.transforms.chunker.hybrid_chunker import HybridChunker
from docling_core.transforms.chunker.tokenizer.openai import OpenAITokenizer


def pdf_to_chunks(pdf_url_or_path: str, max_tokens: int = 500):
    """
    Convert a PDF to text chunks ready for vector storage.

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import oci

from oci.generative_ai_inference import GenerativeAiInferenceClient
from oci.generative_ai_inference.models import (
    ChatDetails,
    CohereChatRequest,
    OnDemandServingMode
)

# Initialize the client

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import aiohttp
import asyncio
import os
import time
import base64
import aiofiles
from pathlib import Path


class SimpleImageGenerator:

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{
  "name": "YouTube Research Agent",
  "nodes": [
    {
      "parameters": {},
      "type": "n8n-nodes-base.manualTrigger",
      "typeVersion": 1,
      "position": [
        -40,
        -320

owainlewis

#!/usr/bin/env bash

sudo yum install -y git-core zlib zlib-devel gcc-c++ patch readline readline-devel libyaml-devel libffi-devel openssl-devel make bzip2 autoconf automake libtool bison curl sqlite-devel

cd
git clone git://github.com/sstephenson/rbenv.git .rbenv
echo 'export PATH="$HOME/.rbenv/bin:$PATH"' >> ~/.bash_profile
echo 'eval "$(rbenv init -)"' >> ~/.bash_profile
git clone git://github.com/sstephenson/ruby-build.git ~/.rbenv/plugins/ruby-build
echo 'export PATH="$HOME/.rbenv/plugins/ruby-build/bin:$PATH"' >> ~/.bash_profile

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apiVersion: apps/v1
kind: StatefulSet
metadata:
  name: web
spec:
  serviceName: "nginx"
  replicas: 2
  selector:
    matchLabels:
      app: nginx

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apiVersion: extensions/v1beta1
kind: Ingress
metadata:
  name: example-ingress
  annotations:
    nginx.ingress.kubernetes.io/rewrite-target: /
spec:
 rules:
 - host: hello-world.info
   http:

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Quick Guide to using GPG

❯ gpg --gen-key

List keys

❯ gpg --list-keys