---
description: Empowering Your Innovative Journey with Advanced Technology
---

# Tools

Dedicated to the success of our participants, we offer access to a suite of cutting-edge technology resources and tools. These are crucial in driving innovation, enhancing productivity, and transforming visionary ideas into reality. On this page, discover the extensive range of technological assets available in our programs, each designed to support and amplify your entrepreneurial endeavors in the tech landscape.

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## Generative AI Infrastructure Stack   <mark style="color:yellow;">A work in progress</mark>

<figure><img src="https://1660910244-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FL6JlMdhyX2BHTLUnkkj9%2Fuploads%2FszuYKNr8qvz9cy3GWd4o%2FScreenshot%202023-11-23%20231723.png?alt=media&#x26;token=1f52812e-b644-40f5-898c-a491c390e145" alt=""><figcaption><p>Work In Progress</p></figcaption></figure>

## Production Monitoring & Observability

{% tabs %}
{% tab title="LLM OPS" %}
[LangSmith](https://docs.smith.langchain.com/)   |   [PromptLayer](https://promptlayer.com/)   |    [Weights & Biases](https://wandb.ai/site)
{% endtab %}

{% tab title="OBSERVABILITY, MONITORING, ALERTING" %}
[Arize](https://arize.com/)   |   [Fiddler](https://www.fiddler.ai/)   |   [Helicone](https://www.helicone.ai/)   |   [Data dog ](https://www.datadoghq.com/)  |   [Ampletude](https://amplitude.com/)   |   [Baserun](https://same-feature-052559.framer.app/welcome)   |   [Gantry](https://www.gantry.io/)   |   [Vellum](https://www.vellum.ai/)
{% endtab %}

{% tab title="USER ANALYTICS" %}
Aquarium
{% endtab %}

{% tab title="Firewalls" %}
Arthur   |   Robust Intellegence
{% endtab %}
{% endtabs %}

<figure><img src="https://1660910244-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FL6JlMdhyX2BHTLUnkkj9%2Fuploads%2FI3DMQwcEcFAtmhQJpoOt%2FScreenshot%202023-11-23%20233656.png?alt=media&#x26;token=73d967e6-c990-43a7-9d7e-b4e55a115987" alt=""><figcaption><p>Work In Progress</p></figcaption></figure>

### APPS & WORKFLOWS

{% tabs %}
{% tab title="APPS & WORKFLOWS" %}
Retool   |   Streamlit   |   Gradio
{% endtab %}
{% endtabs %}

<figure><img src="https://1660910244-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FL6JlMdhyX2BHTLUnkkj9%2Fuploads%2FN49dB3AYljs01CWefKPg%2FScreenshot%202023-11-23%20233730.png?alt=media&#x26;token=d6aae053-f97d-4acf-89e2-92e34d8456be" alt=""><figcaption><p>Work In Progress</p></figcaption></figure>

## Developer Tools and Infrastructure&#x20;

{% tabs %}
{% tab title="Application Frameworks" %}
LangChain   |   Fixie
{% endtab %}

{% tab title="Data Management" %}
Mindsdb   |   Unstructured   |   LlamaIndex   |   Neum AI
{% endtab %}

{% tab title="Vector Databases" %}
Pinecone   |   Chroma   |   Milvus   |   Weaviate   |   Qdrant   |   Superbase   |   MongoDB
{% endtab %}
{% endtabs %}

<figure><img src="https://1660910244-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FL6JlMdhyX2BHTLUnkkj9%2Fuploads%2FcKvcAnAh4QSOpaDJhcT1%2FScreenshot%202023-11-23%20233835.png?alt=media&#x26;token=02f6018c-96a5-4cc9-95fb-d5751b0d9f27" alt=""><figcaption><p>Work In Progress</p></figcaption></figure>

## **Model Tuning**

{% tabs %}
{% tab title="Model Training & Fine Tuning" %}
**Weights & Biases  |  Amazon SageMaker  |  Fireworks.ai  |  Anyscale  |  Hugging Face   |  Domino**
{% endtab %}

{% tab title="Data Labeling" %}
**Scale   |   Surge   |   Snorkel** &#x20;
{% endtab %}

{% tab title="Synthetic Data " %}
Gretel
{% endtab %}
{% endtabs %}

<figure><img src="https://1660910244-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FL6JlMdhyX2BHTLUnkkj9%2Fuploads%2FTN2wFeXqUfQV3EoiYzwx%2FScreenshot%202023-11-23%20233859.png?alt=media&#x26;token=b1490446-c14b-4c39-acb7-747ec60c8e82" alt=""><figcaption><p>Work In Progress</p></figcaption></figure>

## **Compute & Inference**

{% tabs %}
{% tab title="GPU Supply" %}
**CoreWeave   |   Lambda   |   Foundry   |   Together.ai   |   CrusoeCloud   |   Armada   | AWS   |   Google Cloud   |   Azure**
{% endtab %}

{% tab title="PAAS" %}
**Replicate   |   Modal   |   Baseten   |   Banana   |   RunPod   |   Lepton AI**
{% endtab %}
{% endtabs %}

<figure><img src="https://1660910244-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FL6JlMdhyX2BHTLUnkkj9%2Fuploads%2F5lGVuHMUPQGx1sXiYWJC%2FScreenshot%202023-11-23%20233925.png?alt=media&#x26;token=c40e5fac-1ccf-4036-8b1b-9d102d81fb98" alt=""><figcaption><p>Work In Progress</p></figcaption></figure>

## **Foundation Models**

{% tabs %}
{% tab title="Text" %}
**GPT-4   |   Claude   |   Cohere   |   Llama 2   |   Falcon   |   Mistral AI   |   Contextual.AI   |   Hugging Face   |   AI21Labs**
{% endtab %}

{% tab title="Image" %}
**Midjurney   |   Stable Diffusion**
{% endtab %}

{% tab title="Audio" %}
**ElevenLabs   |   Resemble.AI   |   Wellsaid   |   Murf.AI   |   PlayHT   |   Bark   |   Descript**
{% endtab %}

{% tab title="Video" %}
**Stable Diffusion**
{% endtab %}

{% tab title="3D" %}
**Intel   |   Nvidea   |   Luma AI**
{% endtab %}

{% tab title="CODE" %}
**Codex   |   CodeGen   |   StarCoder**
{% endtab %}
{% endtabs %}

## **Specialized Tech Resources**

* **Blockchain Development Tools**: Resources for developing blockchain-based applications and smart contracts.
* **Cybersecurity Resources**: Tools and platforms for ensuring the security of your applications and data.
