Nicolay Gerold

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# Definition of used LLM

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def graphPrompt(input: str, metadata={}, model="mixtral:latest"):

if model == None:

model = "mixtral:latest"

chunk_id = metadata.get('chunk_id', None)

# model_info =... See more

TurboSeek

An open source AI search engine. Powered by Together.ai.

Tech stack

• Next.js app router with Tailwind


• Together AI for LLM inference


• Mixtral 8x7B & Llama-3 for the LLMs


• Bing for the search API


• Helicone for observability


• Plausible for website analytics

How it works

1. Take in a user's question


2. Make a request to the bing search API to look up the top 6

... See more

Reward prediction error = dopamine released - expected

The stimulating hormone often comes from the pituitary, which especially triggers the release of stimulating thyroid. Both of these trigger the thyroid to tigger T3 and T4.

Pipeline RobustQA Avg. score Avg. response time (secs) Azure Cognitive Search Retriever + GPT4 + Ada 72.36 >1.0s Canopy (Pinecone) 59.61 >1.0s Langchain + Pinecone + OpenAI 61.42 <0.8s Langchain + Pinecone + Cohere 69.02 <0.6s LlamaIndex + Weaviate Vector Store - Hybrid Search 75.89 <1.0s RAG Google Cloud VertexAI-Search + Bison... See more

Balance Latency and Performance¶

Finally, make informed decisions about trade-offs between system latency and search performance based on your specific use case and user requirements.

• Understand the latency and performance requirements for your application


• Measure the impact of different configurations on latency and performance


• Make trade-offs based

... See more

Exercise boosts serotonin, dopamine and growth factors that can grow new neurons in the hippocampus.

Magical tools

for working

with data

Queries, notebooks, reports, data apps, and AI — all in the world’s leading collaborative data workspace.

It evolved to keep our vital needs satiated and not for any pleasurable experience or indulgence. Dopamine is about the desire to do more to reduce pain. Your desire for something consists of the pleasure of the experience and the pain you have when you don’t Experience it.