# Articles and Transcripts

- [SHOULD WE BAN ARTIFICIAL SUPERINTELLIGENCE?](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/should-we-ban-artificial-superintelligence.md)
- [What are AI Agents](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/what-are-ai-agents.md)
- [Tools Developers Can Use to Build Agents](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/what-are-ai-agents/tools-developers-can-use-to-build-agents.md)
- [Fine Tuning LLMs for Use Cases](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/fine-tuning-llms-for-use-cases.md)
- [Fine Tuning for Risk Mgmt.](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/fine-tuning-llms-for-use-cases/fine-tuning-for-risk-mgmt..md)
- [LoRA - Low-Rank Adaptation](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/fine-tuning-llms-for-use-cases/lora-low-rank-adaptation.md)
- [Natural Language Processing Guides](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/natural-language-processing-guides.md)
- [Basic Guide-Natural Language Processing (NLP)](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/natural-language-processing-guides/basic-guide-natural-language-processing-nlp.md)
- [Comprehensive Guide to NLP \[2023 Edition\]](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/natural-language-processing-guides/comprehensive-guide-to-nlp-2023-edition.md): Guide to Natural Language Processing, an Introduction to NLP \[2023 Edition]
- [SLM's vs.  LLM's](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/slms-vs.-llms.md)
- [Python Tools](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/python-tools.md)
- [API Protocols](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/python-tools/api-protocols.md)
- [Top Python Libraries and Frameworks for Various Domains](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/python-tools/top-python-libraries-and-frameworks-for-various-domains.md): Top Python Libraries and Frameworks for Various Domains
- [5  Layers of Software Development](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/python-tools/5-layers-of-software-development.md)
- [LM Studio -Open Source LLM Installer](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/python-tools/lm-studio-open-source-llm-installer.md): LM Studio Local Installation - Run Any Model on Laptop in Window
- [LM Studio](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/python-tools/lm-studio-open-source-llm-installer/lm-studio.md)
- [Chainlit.io](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/python-tools/chainlit.io.md): Chainlit is an open-source Python package to build production ready Conversational AI.
- [Deploying LLMs on Local Machine](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/deploying-llms-on-local-machine.md)
- [Microsoft AutoGen Studio](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/deploying-llms-on-local-machine/microsoft-autogen-studio.md)
- [Ollama](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/deploying-llms-on-local-machine/ollama.md)
- [Gradio Web UI for LLMs](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/deploying-llms-on-local-machine/gradio-web-ui-for-llms.md)
- [Pinokio -Install and Run Servers & AI Apps](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/deploying-llms-on-local-machine/pinokio-install-and-run-servers-and-ai-apps.md): Locally Install LLMs, Diffusion Models, Audio & Video GEN-AI
- [LLM Use Case and Fine-Tuning and Training Costs](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/llm-use-case-and-fine-tuning-and-training-costs.md)
- [How to Build a LLM from Scratch](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/how-to-build-a-llm-from-scratch.md)
- [1. Evaluate Financial Costs involved](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/how-to-build-a-llm-from-scratch/1.-evaluate-financial-costs-involved.md)
- [2. Data Curation](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/how-to-build-a-llm-from-scratch/2.-data-curation.md)
- [GPT-4 Tokens](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/how-to-build-a-llm-from-scratch/2.-data-curation/gpt-4-tokens.md)
- [3. Model Architecture](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/how-to-build-a-llm-from-scratch/3.-model-architecture.md)
- [4. Training the Model at Scale](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/how-to-build-a-llm-from-scratch/4.-training-the-model-at-scale.md)
- [5. Evaluating the Model](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/how-to-build-a-llm-from-scratch/5.-evaluating-the-model.md)
- [Databases and LLMs](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/databases-and-llms.md)
- [Database-MindsDB](https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts/databases-and-llms/database-mindsdb.md)


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://metaverse-imagen.gitbook.io/ai-tools-research/about-ai-tools-research/articles-and-transcripts.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
