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Charles J. FowlerandDan f69130e918 Improve Prompt Engineering - Pitfalls of LLMs - Content & Links (#7666 )

* 📃 docs, data (Image Prompting) Update Topic/Sub Topics - In Place Edits.

- intent: Update topic from May 2023 to Oct 2024

- data: src/data/roadmaps/prompt-engineering/content/

- modify - 10X .ms
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Co-authored-by: @iPoetDev <ipoetdev-github-no-reply@outlook.com>

* 📃 docs, data (Prompt Engineering Roadmap) Basic Concepts - In Place Edits.

- changes: single paragraphs (74-125 words)>
- concerns: if any more concise, topics looses fidelity, meaning and utility.

- data: src/data/roadmaps/prompt-engineering/content/
    - 📂 100-basic-llm

- modify: Topic
    - update content:
        - index.md
        - 100-what-are-llm.md
        - 101-llm-types.md
        - 102-how-llms-built.md
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Co-authored-by: @iPoetDev <ipoetdev-github-no-reply@outlook.com>

* 📃 docs: (Prompt Eng.)  Basic LLM Concepts - New Links.

- intent: Update topic from May 2023 to Oct 2024
   - 📂 100 basic-llm

- modify topics:
    - add links
        - 100-what-are-llms.md
        - 101-types-llms.md
        - 102-how-llms-are-bilt.md

BREAKING CHANGE: ❌
---

Co-authored-by: @iPoetDev <ipoetdev-github-no-reply@outlook.com>

* docs: (Prompt Eng.) Prompting Introduction - New Links.

- intent: Update topic from May 2023 to Oct 2024
   - 📂 101-prompting-introduction

- modify topics:
    - add links
        - index.md
        - 100-basic-prompting.md
        - 101-need-for-prompting.md

BREAKING CHANGE: ❌
---

Co-authored-by: @iPoetDev <ipoetdev-github-no-reply@outlook.com>

* 📃 docs: (Prompt Eng.) Real World Uses - Content & Links.

- intent:
  - Update topic and links from May 2023 to Oct 2024.
  - Realword use cases are dynamic and evolving.
  - Remodelled existing examples.

- data: src/data/roadmaps/prompt-engineering/content/
  - 📂 103-real-world

   - modify: Content Improve, 1st paragraph.

    - modify: Expanded Content paragraphs
      - index.md
      - 100-structured-data.md
      - 101-inferring.md
      - 102-writing-emails.md
      - 103-coding-assistance.md
      - 104-study-buddy.md
      - 105-designing-chatbots.md

    - modify: Links New
      - index.md
      - 100-structured-data.md
      - 101-inferring.md
      - 102-writing-emails.md
      - 103-coding-assistance.md
      - 104-study-buddy.md
      - 105-designing-chatbots.md

BREAKINGCHANGE: ❌
---

Co-authored-by: @iPoetDev <ipoetdev-github-no-reply@outlook.com>

* 📃 docs: (Prompt Eng.) LLM Pitfalls - Links.

- intent: Insert Links from May 2023 to Oct 2024

- data: src/data/roadmaps/prompt-engineering/content/
  - 📂 104-llm-pitfalls

- modify: Links New
  - index.md
  - 100-citing-sources.md
  - 101-bias.md
  - 102-halluncinations.md
  - 103-math.md
  - 104-prompt-hacking.md

- modify: Copy Refresh
  - index.md
  - 100-citing-sources.md
  - 101-bias.md
  - 102-halluncinations.md
  - 103-math.md
  - 104-prompt-hacking.md

BREAKINGCHANGE: ❌
---

Co-authored-by: @iPoetDev <ipoetdev-github-no-reply@outlook.com>

* Apply suggestions from code review

spacing and styling fixes

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Co-authored-by: Dan <daniel.s.holdsworth@gmail.com>