Nicolay Gerold

Connect external data

to LLMs , no matter the source.

The universal retrieval engine for LLMs to access unstructured data from any source.

We can't share the exact formula for our search ranking, but here are the few parameters we consider:

• Exact match (rank #1)


• Frequency of matching lexemes using ts_rank


• Similarity score using similarity


• Type of record


• Popularity of the search result


• Similarity between the result’s alias and query


• Inverse of the result’s string length

Model Card for Zephyr 7B β

Zephyr is a series of language models that are trained to act as helpful assistants. Zephyr-7B-β is the second model in the series, and is a fine-tuned version of mistralai/Mistral-7B-v0.1 that was trained on on a mix of publicly available, synthetic datasets using Direct Preference Optimization (DPO). We found that... See more

1. Meta Quietly Unveils Llama 2 Long AI That Beats GPT-3.5 Turbo and Claude 2 on Some Tasks

Meta is releasing Llama 2 Long, an enhanced version of Llama 2 that underwent continual pretraining with longer training sequences and upsampled long texts. By adding 400 billion tokens and making minor changes to the Rotary Positional Embedding (RoPE), Llama... See more

Disruptive innovation comes in two flavors: (1) New-market disruption, where the company creates and claims a new segment in an existing market by catering to an underserved customer base, or (2) Low-end disruption, in which a company uses a low-cost business model to enter at the bottom of an existing market and claim a segment.

Copilots don’t... See more

Sodium Bicarbonate can help you better regulate your pH levels, which is the main signal for fatigue. Energy production increases acidity as a side effect. You could do that with baking soda (roughly half a spoon dissolved in water). It increase the alkaline levels → during exercise.

New prompts dropped @ingo This is very important to my career. You’d better be sure. Are you sure that’s your final answer? Believe in your abilities and strive for excellence. Your hard work will yield remarkable results. Are you sure that's your final answer? It might be worth taking another look.

Build & Deployments

Our build process starts by pushing changes to a repository on GitHub. When code is pushed to a repository through a pull request, it triggers a job to build the changes made to the branch and deploy them in isolation. This worklow happens interactively within the pull request, where the author has visibility of all steps.

Some... See more

Short-term stress and the release of epinephrine are important for combatting infection through inflammation. It also brings certain aspects of your brain alive to narrow your focus to do intentionally actions. Epinephrine releases the killer cells in the immune system that clean the system. Super-oxygenation breathing (Wim Hoff) liberates... See more