Python AI Tutorial Series
Build AI apps with Python and the Claude API — system prompts and personas, multi-turn chat, streaming, JSON output, vision, function calling and multi-tool agents. 24 hands-on episodes.
24 episodes
0
Python + Claude API: Your First AI App in Neovim | Episode 1
Python + Claude API: Your First AI App in Neovim | Episode 1
PT7M34S • 8 views
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1
Build AI Apps with Python: System Prompts and Personas | Episode 2
Build AI Apps with Python: System Prompts and Personas | Episode 2
PT11M51S • 3 views
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2
Build AI Apps with Python: Multi-Turn Conversations — Chatbot with Memory | Episode 3
Build AI Apps with Python: Multi-Turn Conversations — Chatbot with Memory | Episode 3
PT9M43S • 2 views
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3
Build AI Apps with Python: Streaming Responses — Real-Time AI Output | Episode 4
Build AI Apps with Python: Streaming Responses — Real-Time AI Output | Episode 4
PT10M10S • 6 views
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4
Build AI Apps with Python: Product Review Analyzer with JSON | Episode 5
Build AI Apps with Python: Product Review Analyzer with JSON | Episode 5
PT12M41S • 4 views
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5
Build AI Apps with Python: Vision — AI That Can See Images | Episode 6
Build AI Apps with Python: Vision — AI That Can See Images | Episode 6
PT12M4S • 12 views
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6
Build AI Apps with Python: Currency Converter with Function Calling | Episode 7
Build AI Apps with Python: Currency Converter with Function Calling | Episode 7
PT18M51S • 6 views
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7
Build AI Apps with Python: Multiple Tools — Claude Learns to Choose | Episode 8
Build AI Apps with Python: Multiple Tools — Claude Learns to Choose | Episode 8
PT24M10S • 7 views
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8
Build AI Apps with Python: File System Tools — AI That Reads and Writes Files | Episode 9
Build AI Apps with Python: File System Tools — AI That Reads and Writes Files | Episode 9
PT22M18S • 3 views
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9
Build AI Apps with Python: AI Agent Loop — Chain Multiple Tools | Episode 10
Build AI Apps with Python: AI Agent Loop — Chain Multiple Tools | Episode 10
PT18M44S • 5 views
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10
Build AI Apps with Python: Tool Error Handling — Make Tools Bulletproof | Episode 11
Build AI Apps with Python: Tool Error Handling — Make Tools Bulletproof | Episode 11
PT21M21S • 7 views
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11
Build AI Apps with Python: Why RAG? — Give AI Your Own Data | Episode 12
Build AI Apps with Python: Why RAG? — Give AI Your Own Data | Episode 12
PT13M57S • 6 views
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12
Build AI Apps with Python: Text Splitting — Break Documents into Chunks | Episode 13
Build AI Apps with Python: Text Splitting — Break Documents into Chunks | Episode 13
PT9M37S • 3 views
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13
Build AI Apps with Python: How AI Understands Meaning — Embeddings | Episode 14
Build AI Apps with Python: How AI Understands Meaning — Embeddings | Episode 14
PT12M21S • 2 views
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14
Build AI Apps with Python: Search by Meaning with ChromaDB | Episode 15
Build AI Apps with Python: Search by Meaning with ChromaDB | Episode 15
PT13M20S
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15
Retrieve Augment Generate — Build Your First RAG Pipeline in Python | Episode 16
Retrieve Augment Generate — Build Your First RAG Pipeline in Python | Episode 16
PT13M37S • 1 views
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16
Build AI Apps with Python: Multi-Document RAG — Metadata Filtering & Citations | Episode 17
Build AI Apps with Python: Multi-Document RAG — Metadata Filtering & Citations | Episode 17
PT21M1S • 1 views
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17
Build AI Apps with Python: The ReAct Agent Pattern — Think Act Observe | Episode 18
Build AI Apps with Python: The ReAct Agent Pattern — Think Act Observe | Episode 18
PT24M36S
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18
Build AI Apps with Python: AI Agent That Remembers — JSON Memory Tools | Episode 19
Build AI Apps with Python: AI Agent That Remembers — JSON Memory Tools | Episode 19
PT33M57S • 1 views
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19
Build AI Apps with Python: Multi-Agent Pipeline — Delegate Specialize Orchestrate | Episode 20
Build AI Apps with Python: Multi-Agent Pipeline — Delegate Specialize Orchestrate | Episode 20
PT17M50S
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20
Build AI Apps with Python: Safe AI Agents — Input Validation and Output Filtering | Episode 21
Build AI Apps with Python: Safe AI Agents — Input Validation and Output Filtering | Episode 21
PT21M36S
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21
Build AI Apps with Python: Test Your AI Agent — Keyword Matching Eval Framework | Episode 22
Build AI Apps with Python: Test Your AI Agent — Keyword Matching Eval Framework | Episode 22
PT20M • 1 views
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22
Build AI Apps with Python: Full-Featured CLI Agent — Tools Guardrails History | Episode 23
Build AI Apps with Python: Full-Featured CLI Agent — Tools Guardrails History | Episode 23
PT23M13S • 2 views
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23
Build AI Apps with Python: Prompt Engineering Patterns — Few-Shot Chain-of-Thought Role | Episode 24
Build AI Apps with Python: Prompt Engineering Patterns — Few-Shot Chain-of-Thought Role | Episode 24
PT25M53S • 1 views
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