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awesome-ai-engineering-reads
Essential reads for every AI engineer interested in building AI apps.
https://github.com/aipengineer/awesome-ai-engineering-reads
Last synced: about 5 hours ago
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LLM Research and Publications
- A Survey of Large Language Models
- Language Models are Unsupervised Multitask Learners
- Challenges and Applications of Large Language Models
- Large Language Models as Optimizers
- Multimodal Foundation Models: From Specialists to General-Purpose Assistants
- Scaling Laws for Neural Language Models
- Language Models are Unsupervised Multitask Learners
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
- Training language models to follow instructions with human feedback
- Multimodal Foundation Models: From Specialists to General-Purpose Assistants
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LLM plus Retrieval
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- TWIML-RAG - a TWIML generative_ai community project.
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Making Retrieval Augmented Generation Better with @jamesbriggs
- Harnessing Retrieval Augmented Generation With Langchain
- Knowledge Retrieval Architecture for LLMβs (2023)
- How do domain-specific chatbots work? An Overview of Retrieval Augmented Generation (RAG)
- LangChain "Advanced Retrieval" Webinar
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
- Harnessing Retrieval Augmented Generation With Langchain
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LLM Retriever Models
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Open LLM Models
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LLM Applications
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LLM Evaluation
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LLM Embeddings
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LLM Inference
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LLM Data
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LLM Observability
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LLM Tutorials and Courses
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LLM Numbers
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LLM Ethics and Governance
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Uncategorized
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Open LLM Tools
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Building and Deploying LLMs
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Training and Fine-tuning LLMs
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LLM Architectures and Models
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LLM Prompting
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Evaluating LLM plus Retrieval
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LLM Opinions and Critiques
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LLM Engineering
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LLM Engineering Best Practices
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Self-Hosted LLMs
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LLM Deployment
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LLM Marketing
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LLM Infrastructure
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LLM Events
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LLM Hype
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LLM Newsletters
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LLM Startups and Funding
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LLM Business
Programming Languages
Categories
LLM plus Retrieval
32
LLM Research and Publications
10
Training and Fine-tuning LLMs
7
LLM Tutorials and Courses
7
LLM Prompting
6
LLM Evaluation
5
LLM Retriever Models
5
LLM Embeddings
5
Open LLM Tools
5
LLM Engineering Best Practices
4
LLM Data
4
LLM Applications
4
Open LLM Models
4
Building and Deploying LLMs
4
LLM Deployment
3
Self-Hosted LLMs
3
Evaluating LLM plus Retrieval
3
LLM Inference
3
LLM Infrastructure
3
LLM Startups and Funding
3
LLM Ethics and Governance
2
LLM Hype
2
LLM Architectures and Models
2
Uncategorized
2
LLM Engineering
2
LLM Observability
1
LLM Numbers
1
LLM Business
1
LLM Events
1
LLM Opinions and Critiques
1
LLM Marketing
1
LLM Newsletters
1
Sub Categories
Keywords
llm
2
machine-learning
2
deep-learning
2
artificial-intelligence
2
backend
1
webgpu
1
react
1
headless
1
text-semantic-similarity
1
text-reranking
1
text-evaluation
1
text-embedding
1
text-clustering
1
text-classification
1
prompt-retrieval
1
language-model
1
information-retrieval
1
embeddings
1
visualization
1
palm2
1
openai-api
1
openai
1
datavisualization
1
cohere
1
pytorch
1
python
1
rnn
1
nlp
1
gan
1
computer-vision
1
cnn
1
ai
1
model-observability
1
mlops
1
ml-observability
1
llmops
1
llm-eval
1
datasets
1
aiengineering
1
ai-roi
1
ai-observability
1
ai-monitoring
1
platform
1
frontend
1
datascience
1
chatgpt
1