WardleyMaps.ai
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Wardley Mapping Colab Notebooks

Google Colab notebooks for Wardley Mapping analysis

14 resources

Building Wardley Mapping Body of Knowledge(7)

Part 1: YouTube Video Collection

Collect and download audio from Wardley Mapping YouTube videos for processing.

Body of KnowledgeYouTubeData Gathering

Part 2: Main Processing

Process collected audio files and prepare them for transcription.

Body of KnowledgeAudio Processing

Part 2b: Speech to Text

Transcribe audio using Whisper models to create text transcripts.

Body of KnowledgeWhisperSpeech-to-Text

Part 3: Vector Embeddings

Create vector embeddings from transcripts and store in Pinecone.

Body of KnowledgeEmbeddingsPinecone

Part 4: Query Interface

Build a query interface to search the knowledge base using natural language.

Body of KnowledgeSearchNLP

Part 5: Wardley Mapping Book Integration

Integrate Simon Wardley's book content into the knowledge base.

Body of KnowledgeBook Integration

Part 8: Research 2022 Maps

Add Wardley Mapping research and maps from 2022 to the knowledge base.

Body of KnowledgeResearchMaps

Podcast Processing Series(4)

Part 12: Collect Podcasts

Download podcast episodes from various sources.

PodcastsAudio Collection

Part 13: Podcast Speech to Text

Transcribe podcast audio using Distil-Whisper.

PodcastsDistil-WhisperSpeech-to-Text

Part 14: Upsert Podcast Data

Create embeddings from podcast transcripts and store in vector database.

PodcastsEmbeddings

Part 15: Query Podcast Data

Search and query the podcast knowledge base.

PodcastsSearch

Advanced Topics(3)

Part 16: Pinecone Serverless

Migrate to Pinecone Serverless for improved performance and cost efficiency.

PineconeServerlessInfrastructure

Part 17: Website Extraction

Extract and process Wardley Mapping content from websites.

Web ScrapingContent Extraction

Custom Tools for Agents

Build custom LangChain tools for OpenAI function calling with Wardley Mapping operations.

LangChainAgentsOpenAI