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AI_notebook.md

AI Tools and Resources Catalogue

1. Foundation Models & Infrastructure

1.1 Large Language Models (LLMs)

1.2 Model Development & Training

1.3 Vector Databases & Retrieval

1.4 AI Infrastructure & Cloud

2. Multimodal AI Systems

2.1 Speech Processing

2.2 Image & Video Processing

3. Document & Knowledge Processing

3.1 Document Processing & OCR

3.2 Format Conversion Tools

3.3 Knowledge Representation

4. AI Agents & Developer Tools

4.1 AI Agents & Frameworks

4.2 Development Tools

4.3 Prompt Engineering & Design

4.4 Productivity Tools

4.5 Observability, Logging & Transparency

  • Helicone - Open-source observability platform for LLM applications
  • Langfuse - Open-source LLM engineering platform for monitoring, analytics and evaluations
  • CL4R1T4S - System prompt transparency collection for major AI models including ChatGPT, Claude, Gemini, Grok, and others

5. Web & Data Collection

5.1 Web Scraping & Crawling

5.2 Hardware & Edge Deployment

6. Educational Resources

6.1 General AI/ML Learning

6.2 Technical Deep Dives

7. Interesting

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