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Surviving the LLM Jungle: When to use Prompt Engineering, Retrieval Augmented Generation or Fine Tuning?

Surviving the LLM Jungle: When to use Prompt Engineering, Retrieval Augmented Generation or Fine Tuning?

3
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4 min read
A Multi-Agent Framework Enhances Reasoning Proficiency in LLMs
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A Multi-Agent Framework Enhances Reasoning Proficiency in LLMs

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1 min read
Deep dive: Privacy risks of fine-tuning LLMs
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Deep dive: Privacy risks of fine-tuning LLMs

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6 min read
Stop LLM/GenAI hallucination fast: Serverless Kendra RAG with GO
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Stop LLM/GenAI hallucination fast: Serverless Kendra RAG with GO

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6 min read
Falcon 180B vs. Llama 2: Who Wins the AI Battle?
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Falcon 180B vs. Llama 2: Who Wins the AI Battle?

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5 min read
The Future is Prompt Engineering: How to Speak AI's Language

The Future is Prompt Engineering: How to Speak AI's Language

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2 min read
Lifecycle of a Prompt: A Guide to Effective Prompts
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Lifecycle of a Prompt: A Guide to Effective Prompts

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3 min read
Integrate Orquesta with LangChain
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Integrate Orquesta with LangChain

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6 min read
Integrate Orquesta with OpenAI using Python SDK
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Integrate Orquesta with OpenAI using Python SDK

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5 min read
Integrate Orquesta with Cohere using Python SDK
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Integrate Orquesta with Cohere using Python SDK

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5 min read
Introducing GPT4All
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Introducing GPT4All

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4 min read
Get Started with Local Language Models
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Get Started with Local Language Models

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3 min read
Open Interpreter: Your Personal Programming Assistant
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Open Interpreter: Your Personal Programming Assistant

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2 min read
LLM Analytics 101 - How to Improve your LLM app
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LLM Analytics 101 - How to Improve your LLM app

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3 min read
My data, your LLM — paranoid analysis of iMessage chats with OpenAI, LlamaIndex & DuckDB

My data, your LLM — paranoid analysis of iMessage chats with OpenAI, LlamaIndex & DuckDB

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11 min read
🤖We trained a small 1.6b code model that reaches 32% HumanEval🤖
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🤖We trained a small 1.6b code model that reaches 32% HumanEval🤖

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3 min read
A Beginner’s Guide to Building LLM-Powered Applications with LangChain!
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A Beginner’s Guide to Building LLM-Powered Applications with LangChain!

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7 min read
Open-source Fine-Tuning on Codebase with Refact
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Open-source Fine-Tuning on Codebase with Refact

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5 min read
In-depth Exploration of the Fundamental Principles and Broad-Spectrum Applications of LLMs

In-depth Exploration of the Fundamental Principles and Broad-Spectrum Applications of LLMs

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7 min read
External database integration

External database integration

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9 min read
New Large-Scale Language Model Enhances Medical Queries with Textbook Knowledge
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New Large-Scale Language Model Enhances Medical Queries with Textbook Knowledge

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1 min read
OWASP Top 10 for LLMs
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OWASP Top 10 for LLMs

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1 min read
The 5 Pillars for taking LLM to production
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The 5 Pillars for taking LLM to production

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4 min read
Querying Your Data Easily and Smartly through Hugging Face
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Querying Your Data Easily and Smartly through Hugging Face

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6 min read
Use Code Llama (and other open LLMs) as Drop-In Replacement for Copilot Code Completion

Use Code Llama (and other open LLMs) as Drop-In Replacement for Copilot Code Completion

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7 min read
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