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awesome-rag
Some collections about Retrieval Augmented Generation resources
https://github.com/MIBlue119/awesome-rag
Last synced: 2 days ago
JSON representation
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RAG
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Tutorials
- Demystifying Advanced RAG Pipelines - powered advanced RAG pipeline built from scratch
- Anaconda's Sophiam Yang's slides about langchain RAG
- AI-engineer-workshop
- llamaindex_Semi_Structured_RAG
- 202310 A Complete LlamaIndex Guide
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Vector Store
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How to choose Vector Store
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OpenSource vector store
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Paid vector stores
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Example App
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101 example
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Production Level Examples
- W&B's QAbot based on langchain
- Llamaindex: chat-llamaindex
- Llamaindex: sec-insights - stack application using LlamaIndex for 10-k/10-q report
- QAbot's prompt
- Anyscale's Goku awesome tutorial "Building RAG-based LLM Applications for Production"
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Programming Languages
Categories
Sub Categories
Keywords
vector-database
5
nearest-neighbor-search
5
vector-search
4
approximate-nearest-neighbor-search
4
image-search
3
hnsw
3
vector-search-engine
3
similarity-search
3
search-engine
3
recommender-system
2
neural-search
2
mlops
2
embeddings-similarity
2
embedding-similarity
2
llm
2
gpt
2
ai
2
retrieval-augmented-generation
1
rag
1
question-answering
1
knn-algorithm
1
machine-learning
1
matching
1
neural-network
1
chatgpt
1
search
1
zendesk
1
wandb
1
support-bot
1
slack
1
openai
1
gpt-4
1
discord
1
chat
1
weaviate
1
vectors
1
semantic-search-engine
1
semantic-search
1
information-retrieval
1
hybrid-search
1
grpc
1
generative-search
1
vector-store
1
vector-similarity
1
tensor-database
1
golang
1
faiss
1
embedding-store
1
embedding-database
1
distributed
1