Nicolay Gerold
@nicolaygerold
Nicolay Gerold
- Innovation tokens: Companies have limited capacity for innovation. These should be spent on core business problems, not on adopting cutting-edge tech stacks.
- Known vs. unknown unknowns: Established technologies have more known issues, while new technologies often have many unknown problems.
- Operational costs: Adding new technologies increases
Claude
Menlo Ventures released a report on ‘The State of Generative AI in the Enterprise’ and found that adoption is trailing the hype. Details below:
Generative AI still represents less than 1% of cloud spend by surveyed enterprises, including just an 8% increase in 2023.
Safety and ROI continue to be prime concerns, and the tangible advantages of being... See more
Generative AI still represents less than 1% of cloud spend by surveyed enterprises, including just an 8% increase in 2023.
Safety and ROI continue to be prime concerns, and the tangible advantages of being... See more
Shortwave — rajhesh.panchanadhan@gmail.com [Gmail alternative]
The Gemini API context caching feature is designed to reduce the cost of requests that contain repeat content with high input token counts.
When to use context caching
Context caching is particularly well suited to scenarios where a substantial initial context is referenced repeatedly by shorter requests. Consider using context caching for use cases... See more
When to use context caching
Context caching is particularly well suited to scenarios where a substantial initial context is referenced repeatedly by shorter requests. Consider using context caching for use cases... See more
Context caching guide | Google AI for Developers | Google for Developers
SudoLang v1.0.9
Introduction
SudoLang is a pseudolanguage designed for interacting with LLMs. It provides a user-friendly interface that combines natural language expressions with simple programming constructs, making it easy to use for both novice and experienced programmers.
SudoLang can be used to produce AI-first programs such as chatbots and... See more
Introduction
SudoLang is a pseudolanguage designed for interacting with LLMs. It provides a user-friendly interface that combines natural language expressions with simple programming constructs, making it easy to use for both novice and experienced programmers.
SudoLang can be used to produce AI-first programs such as chatbots and... See more
sudolang-llm-support/sudolang.sudo.md at main · paralleldrive/sudolang-llm-support
Conversational AI Apps.
Built in React.
AI.JSX is a framework for building AI applications using Javascript and JSX. You get great support for prompt engineering, Document Question + Answering, and using external Tools (APIs). You can provide a set of React components to the LLM and have your UI constructed dynamically at runtime (AKA GenUI). Bring... See more
Built in React.
AI.JSX is a framework for building AI applications using Javascript and JSX. You get great support for prompt engineering, Document Question + Answering, and using external Tools (APIs). You can provide a set of React components to the LLM and have your UI constructed dynamically at runtime (AKA GenUI). Bring... See more
AI.JSX | AI.JSX
A great strategy is not just a plan or wishful thinking—it's a roadmap to winning, and it holds these characteristics:
Simple: Simplifies complexity, making it manageable and actionable
Candid: Confronts difficult realities
Decisive: Asserts clear decisions and accepts their consequences
Leveraged: Leverages strengths to create durable competitive... See more
Simple: Simplifies complexity, making it manageable and actionable
Candid: Confronts difficult realities
Decisive: Asserts clear decisions and accepts their consequences
Leveraged: Leverages strengths to create durable competitive... See more
Shortwave — rajhesh.panchanadhan@gmail.com [Gmail alternative]
But now we are only logging that error message. It would be better to define a custom Exception that we can then handle in our API in order to return a specific error code to the user:
import pandas as pd
import logging
class DataLoadError(Exception):
"""Exception raised when the data cannot be loaded."""
def __init__(self, message="Data could not be... See more
import pandas as pd
import logging
class DataLoadError(Exception):
"""Exception raised when the data cannot be loaded."""
def __init__(self, message="Data could not be... See more
How to Write Clean Code in Python
And then, in the primary function of your API:
try:
df = load_data('path/to/data.csv')
# Further processing and model prediction
except DataLoadError as e:
# Return a response to the user with the error message
# For example: return Response({"error": str(e)}, status=400)JavaScript Algorithms and Data Structures
This repository contains JavaScript... See more
🇺🇦 UKRAINE IS BEING ATTACKED BY RUSSIAN ARMY. CIVILIANS ARE GETTING KILLED. RESIDENTIAL AREAS ARE GETTING BOMBED.
- Help Ukraine via:
- Serhiy Prytula Charity Foundation
- Come Back Alive Charity Foundation
- National Bank of Ukraine
- More info on war.ukraine.ua and MFA of Ukraine
This repository contains JavaScript... See more
GitHub - trekhleb/javascript-algorithms: 📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
Introducing Prompts: LLM Monitoring
W&B Prompts – LLM Monitoring provides large language model usage monitoring and diagnostics. Start simply, then customize and evolve your monitoring analytics over time.
W&B Prompts – LLM Monitoring provides large language model usage monitoring and diagnostics. Start simply, then customize and evolve your monitoring analytics over time.
Monitoring
Monitoring Tools