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rag_study_merge2 (#2)
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{
"databases": [
{
"name": "Pinecone",
"embedding_models": ["Openai", "Voyage"]
},
{
"name": "ChromaDB",
"embedding_models": ["Openai"]
},
{
"name": "RAGatouille",
"hf_rag_models": [
"colbert-ir/colbertv2.0"
]
}
],
"llms": [
{
"name": "OpenAI",
"models": [
"gpt-3.5-turbo-1106",
"gpt-3.5-turbo-instruct",
"gpt-4",
"gpt-4-32k",
"gpt-4-1106-preview"
]
},
{
"name": "Hugging Face",
"models": [
"mistralai/Mixtral-8x7B-Instruct-v0.1",
"ai-aerospace/autotrain-ams_v0.1_100_Mistral-7B-Instruct-v0.1",
"meta-llama/Llama-2-7b-chat-hf"
]
}
],
"rag_types": [
"Standard",
"Parent-Child",
"Hypothetical Questions",
"Summaries"
]
}