Track Awesome Azure Openai Llm Updates Daily

"Awesome-LLM: a curated list of Azure OpenAI & Large Language Models" 馃攷References to Azure OpenAI, 馃Large Language Models, and related 馃寣 services and 馃帇libraries.

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[ Daily / Weekly / Overview ]

Jul 11, 2024

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

Jul 10, 2024

Retrieval-Augmented Generation: Research Papers

Other techniques and LLM patterns / Llama 2 Finetuning

OpenAI's Roadmap and Products / OpenAI Products

Agents: AutoGPT and Communicative Agents / Agent Design Patterns

Jul 09, 2024

Agents: AutoGPT and Communicative Agents / Tool use: LLM to Master APIs

Jul 03, 2024

RAG Solution Design & Application

Azure Reference Architectures / Lucene based search engine with OpenAI Embedding

Trustworthy, Safe and Secure LLM / GPT series release date

LLM Materials for East Asian Languages / Japanese

Challenges in evaluating AI systems / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Jun 28, 2024

What's the difference between Azure OpenAI and OpenAI?

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

Microsoft Copilot Product Lineup / Lucene based search engine with OpenAI Embedding

Azure Reference Architectures / Lucene based search engine with OpenAI Embedding

Langchain Feature Matrix & Cheetsheet / DSPy optimizer

Langchain vs Competitors / Prompting Frameworks

OpenAI's Roadmap and Products / OpenAI Products

Trustworthy, Safe and Secure LLM / GPT series release date

Open-Source Large Language Models / GPT series release date

GPT for Domain Specific / GPT series release date

LLMOps: Large Language Model Operations / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Jun 21, 2024

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

Azure Reference Architectures / Lucene based search engine with OpenAI Embedding

Prompt Engineering / Prompt Template Language

Pruning and Sparsification / Llama 2 Finetuning

Other techniques and LLM patterns / Llama 2 Finetuning

Numbers LLM / GPT series release date

Open-Source Large Language Models / GPT series release date

Agents: AutoGPT and Communicative Agents / Agent Design Patterns

Jun 14, 2024

Vector Database Comparison

DSPy / DSPy optimizer

Prompt Guide & Leaked prompts / Prompt Template Language

Finetuning / Prompt Template Language

Other techniques and LLM patterns / Llama 2 Finetuning

Trustworthy, Safe and Secure LLM / GPT series release date

MLLM (multimodal large language model) / GPT series release date

Section 9: Applications and Frameworks / Korean

LLMOps: Large Language Model Operations / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

May 31, 2024

LlamaIndex

Memory Optimization / Llama 2 Finetuning

Other techniques and LLM patterns / Llama 2 Finetuning

Build an LLMs from scratch: picoGPT and lit-gpt / GPT series release date

Learning and Supplementary Materials / Korean

Agents: AutoGPT and Communicative Agents / Agent Applications and Libraries

May 23, 2024

Prompt Engineering / Prompt Template Language

Prompt Guide & Leaked prompts / Prompt Template Language

Trustworthy, Safe and Secure LLM / GPT series release date

Large Language Model Is: Abilities / GPT series release date

MLLM (multimodal large language model) / GPT series release date

Build an LLMs from scratch: picoGPT and lit-gpt / GPT series release date

Agents: AutoGPT and Communicative Agents / Agent Applications and Libraries

LLM for Robotics: Bridging AI and Robotics / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

May 14, 2024

Prompt Engineering / Prompt Template Language

OpenAI's Roadmap and Products / GPT series release date

Evaluation Benchmark / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Evaluation metrics / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

LLMOps: Large Language Model Operations / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

May 13, 2024

Vector Database Comparison

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

Langchain chain type: Chains & Summarizer / DSPy optimizer

Prompt Engineering / Prompt Template Language

Prompt Guide & Leaked prompts / Prompt Template Language

Memory Optimization / Llama 2 Finetuning

Other techniques and LLM patterns / Llama 2 Finetuning

OpenAI's Roadmap and Products / OpenAI's plans according to Sam Altman

Context constraints / GPT series release date

Trustworthy, Safe and Secure LLM / GPT series release date

GPT for Domain Specific / GPT series release date

MLLM (multimodal large language model) / GPT series release date

Generative AI Landscape / GPT series release date

LLM Materials for East Asian Languages / Japanese

LLM Materials for East Asian Languages / Korean

Agents: AutoGPT and Communicative Agents / Tool use: LLM to Master APIs

Section 11: Datasets for LLM Training / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Apr 30, 2024

RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama 2 Finetuning

Knowledge Distillation: Reducing Model Size with Textbooks / Llama 2 Finetuning

OpenAI's Roadmap and Products / OpenAI Products

Trustworthy, Safe and Secure LLM / GPT series release date

Survey on Large Language Models / GPT series release date

Section 11: Datasets for LLM Training / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Evaluation Benchmark / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Apr 19, 2024

RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama 2 Finetuning

Apr 12, 2024

Learning and Supplementary Materials / Korean

Apr 06, 2024

Microsoft Copilot Product Lineup / Lucene based search engine with OpenAI Embedding

Semantic Kernel / Code Recipes

Other techniques and LLM patterns / Llama 2 Finetuning

Trustworthy, Safe and Secure LLM / GPT series release date

Mar 28, 2024

Langchain vs Competitors / Prompting Frameworks

Langchain vs Competitors / Prompt Template Language

Prompt Engineering / Prompt Template Language

Prompt Guide & Leaked prompts / Prompt Template Language

Other techniques and LLM patterns / Llama 2 Finetuning

3. Visual Prompting & Visual Grounding / Llama 2 Finetuning

OpenAI's Roadmap and Products / OpenAI Products

OpenAI's Roadmap and Products / GPT series release date

Evolutionary Tree of Large Language Models / GPT series release date

Section 9: Applications and Frameworks / Korean

Agents: AutoGPT and Communicative Agents / Agent Applications and Libraries

Mar 22, 2024

Retrieval-Augmented Generation: Research Papers

Vector Database Comparison / Lucene based search engine with OpenAI Embedding

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

Langchain Feature Matrix & Cheetsheet / DSPy optimizer

Finetuning / Prompt Template Language

RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama 2 Finetuning

Section 9: Applications and Frameworks / Korean

Mar 15, 2024

Semantic Kernel / Feature Roadmap

Section 4 : Langchain Features, Usage, and Comparisons / DSPy optimizer

Prompt Engineering / Prompt Template Language

Prompt Guide & Leaked prompts / Prompt Template Language

Large Language Model Is: Abilities / GPT series release date

Learning and Supplementary Materials / Korean

LLM for Robotics: Bridging AI and Robotics / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Mar 12, 2024

RAG Pipeline & Advanced RAG

Semantic Kernel / Semantic Kernel Glossary

DSPy / Semantic Kernel Glossary

DSPy / DSPy Glossary

Prompt Guide & Leaked prompts / Prompt Template Language

LLM Materials for East Asian Languages / Japanese

Mar 08, 2024

Finetuning / Prompt Template Language

Quantization Techniques / Llama 2 Finetuning

MLLM (multimodal large language model) / GPT series release date

Build an LLMs from scratch: picoGPT and lit-gpt / GPT series release date

Evaluation Benchmark / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Feb 29, 2024

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

Langchain Agent & Memory / Langchain Agent

Langchain Agent & Memory / Langchain Memory

Prompt Engineering / Prompt Template Language

Prompt Guide & Leaked prompts / Prompt Template Language

OpenAI's Roadmap and Products / GPT series release date

Survey on Large Language Models / GPT series release date

Awesome demo / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Feb 22, 2024

Langchain Impressive Features / DSPy optimizer

OpenAI's Roadmap and Products / OpenAI Products

Learning and Supplementary Materials / Korean

Agents: AutoGPT and Communicative Agents / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Caching / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Evaluation Benchmark / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Feb 16, 2024

Other techniques and LLM patterns / Llama 2 Finetuning

Feb 09, 2024

Azure Enterprise Services / Azure AI Search

Feb 02, 2024

The Problem with RAG

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

Prompt Engineering / Prompt Template Language

Evaluation Benchmark / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Jan 28, 2024

Caching / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Defensive UX / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Jan 27, 2024

What is the RAG (Retrieval-Augmented Generation)?

Retrieval-Augmented Generation: Research Papers

RAG Pipeline & Advanced RAG

Azure Reference Architectures / Azure AI Search

Semantic Kernel / Feature Roadmap

Semantic Kernel / Code Recipes

Semantic Kernel / Semantic Kernel Planner

Semantic Kernel / Semantic Function

Langchain Quick Start: How to Use / DSPy optimizer

MLLM (multimodal large language model) / GPT series release date

Learning and Supplementary Materials / Korean

Jan 26, 2024

Learning and Supplementary Materials / Korean

Jan 25, 2024

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

Langchain vs Competitors / Prompting Frameworks

Prompt Guide & Leaked prompts / Prompt Template Language

Finetuning / Prompt Template Language

OpenAI's Roadmap and Products / OpenAI's plans according to Sam Altman

Numbers LLM / GPT series release date

Jan 19, 2024

RAG Pipeline & Advanced RAG

The Problem with RAG

LlamaIndex

Vector Database Comparison

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

OpenAI's Roadmap and Products / OpenAI's plans according to Sam Altman

OpenAI's Roadmap and Products / OpenAI Products

Trustworthy, Safe and Secure LLM / GPT series release date

Build an LLMs from scratch: picoGPT and lit-gpt / GPT series release date

Evaluation Benchmark / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Jan 10, 2024

Azure Enterprise Services / Azure AI Search

Prompt Engineering / Prompt Template Language

Other techniques and LLM patterns / Llama 2 Finetuning

Survey on Large Language Models / GPT series release date

Agents: AutoGPT and Communicative Agents / Agent Applications and Libraries

LLM for Robotics: Bridging AI and Robotics / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Awesome demo / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Challenges in evaluating AI systems / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Dec 26, 2023

RAG Pipeline & Advanced RAG

Vector Database Comparison / Vector Database Options for Azure

Azure Reference Architectures / Azure AI Search

Prompt Engineering / Prompt Template Language

MLLM (multimodal large language model) / GPT series release date

Dec 18, 2023

Agents: AutoGPT and Communicative Agents / Agent Design Patterns

Agents: AutoGPT and Communicative Agents / Agent Applications and Libraries

LLM for Robotics: Bridging AI and Robotics / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Awesome demo / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Evaluation Benchmark / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

LLMOps: Large Language Model Operations / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Dec 14, 2023

RAG Pipeline & Advanced RAG

Vector Database Comparison

Semantic Kernel / Azure AI Search

Langchain Impressive Features / DSPy optimizer

Prompt Engineering / Prompt Template Language

Prompt Guide & Leaked prompts / Prompt Template Language

RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama 2 Finetuning

Quantization Techniques / Llama 2 Finetuning

Other techniques and LLM patterns / Llama 2 Finetuning

Numbers LLM / GPT series release date

Trustworthy, Safe and Secure LLM / GPT series release date

Large Language Model Is: Abilities / GPT series release date

Build an LLMs from scratch: picoGPT and lit-gpt / GPT series release date

LLM Materials for East Asian Languages / Japanese

Learning and Supplementary Materials / Korean

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Section 11: Datasets for LLM Training / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Dec 11, 2023

What is the RAG (Retrieval-Augmented Generation)?

LlamaIndex

Vector Database Comparison

Vector Database Comparison / Vector Database Options for Azure

Vector Database Comparison / Lucene based search engine with OpenAI Embedding

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

Azure Reference Architectures / Azure AI Search

Azure Enterprise Services / Azure AI Search

Semantic Kernel / Semantic Kernel Planner

Prompt Engineering / Prompt Template Language

Langchain Agent & Memory / Criticism to Langchain

Langchain vs Competitors / Langchain vs LlamaIndex

Langchain vs Competitors / Langchain vs Semantic Kernel vs Azure Machine Learning Prompt flow

Finetuning / Prompt Template Language

Finetuning / Llama 2 Finetuning

RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama 2 Finetuning

Model Compression for Large Language Models / Llama 2 Finetuning

Pruning and Sparsification / Llama 2 Finetuning

Knowledge Distillation: Reducing Model Size with Textbooks / Llama 2 Finetuning

Other techniques and LLM patterns / Llama 2 Finetuning

3. Visual Prompting & Visual Grounding / Llama 2 Finetuning

OpenAI's Roadmap and Products / OpenAI's plans according to Sam Altman

OpenAI's Roadmap and Products / GPT-4 details leaked unverified

OpenAI's Roadmap and Products / OpenAI Products

Trustworthy, Safe and Secure LLM / GPT series release date

Large Language Model Is: Abilities / GPT series release date

Large Language Models (in 2023) / GPT series release date

Evolutionary Tree of Large Language Models / GPT series release date

LLM Materials for East Asian Languages / Japanese

Learning and Supplementary Materials / Korean

Section 11: Datasets for LLM Training / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Challenges in evaluating AI systems / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Dec 07, 2023

Prompt Engineering / Prompt Template Language

Learning and Supplementary Materials / Korean

Nov 27, 2023

RAG Pipeline & Advanced RAG

Azure Enterprise Services / Azure AI Search

Prompt Engineering / Prompt Template Language

Finetuning / Prompt Template Language

Nov 21, 2023

Semantic Kernel / Semantic Kernel Planner

Langchain Feature Matrix & Cheetsheet / DSPy optimizer

Nov 16, 2023

Azure Reference Architectures / Azure AI Search

Nov 08, 2023

RAG Pipeline & Advanced RAG

Finetuning / Llama 2 Finetuning

Nov 01, 2023

LlamaIndex

Semantic Kernel / Semantic Kernel Planner

Section 4 : Langchain Features, Usage, and Comparisons / DSPy optimizer

Langchain Agent & Memory / Langchain Agent

Prompt Engineering / Prompt Template Language

Finetuning / Prompt Template Language

Quantization Techniques / Llama 2 Finetuning

Numbers LLM / GPT series release date

Large Language Models (in 2023) / GPT series release date

LLM Materials for East Asian Languages / Japanese

Oct 26, 2023

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Oct 21, 2023

Survey on Large Language Models / GPT series release date

Oct 19, 2023

Azure Reference Architectures / Azure AI Search

Langchain vs Competitors / Langchain vs Semantic Kernel vs Azure Machine Learning Prompt flow

Oct 18, 2023

RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama 2 Finetuning

Build an LLMs from scratch: picoGPT and lit-gpt / GPT series release date

Oct 16, 2023

Prompt Guide & Leaked prompts / Prompt Template Language

Oct 11, 2023

The Problem with RAG

Vector Database Comparison / Vector Database Options for Azure

Semantic Kernel / Semantic Function

Semantic Kernel / Semantic Kernel Glossary

Prompt Guide & Leaked prompts / Prompt Template Language

Survey on Large Language Models / GPT series release date

Oct 07, 2023

Finetuning / Prompt Template Language

Oct 06, 2023

Finetuning / Llama 2 Finetuning

Oct 03, 2023

Finetuning / Llama 2 Finetuning

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Sep 29, 2023

Build an LLMs from scratch: picoGPT and lit-gpt / GPT series release date

Sep 28, 2023

Langchain Impressive Features / DSPy optimizer

A Taxonomy of Natural Language Processing / GPT series release date

Sep 24, 2023

LlamaIndex

Sep 19, 2023

Trustworthy, Safe and Secure LLM / GPT series release date

Aug 31, 2023

Trustworthy, Safe and Secure LLM / GPT series release date

Aug 30, 2023

Langchain Agent & Memory / Criticism to Langchain

Aug 27, 2023

Finetuning / Llama 2 Finetuning

Aug 14, 2023

RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama 2 Finetuning

Aug 12, 2023

Learning and Supplementary Materials / Korean

Aug 10, 2023

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Section 11: Datasets for LLM Training / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Aug 01, 2023

Section 11: Datasets for LLM Training / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Jul 27, 2023

Quantization Techniques / Llama 2 Finetuning

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Jul 25, 2023

Azure Reference Architectures / Azure AI Search

Jul 21, 2023

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Jul 18, 2023

What's the difference between Azure OpenAI and OpenAI?

Langchain vs Competitors / Langchain vs LlamaIndex

Langchain vs Competitors / Langchain vs Semantic Kernel vs Azure Machine Learning Prompt flow

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Jul 11, 2023

Evolutionary Tree of Large Language Models / GPT series release date

Jul 04, 2023

Langchain Impressive Features / DSPy optimizer

Jun 28, 2023

Numbers LLM / GPT series release date

Jun 26, 2023

Langchain Impressive Features / DSPy optimizer