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Experiments with semantic machine learning models

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.config
.config
 
 
310-langchain-and-EdgeGPT-via-langwhat
310-langchain-and-EdgeGPT-via-langwhat
 
 
320-chatgml-predictors
320-chatgml-predictors
 
 
510-chat-with-pdf-openai
510-chat-with-pdf-openai
 
 
520-repository-understanding
520-repository-understanding
 
 
530-qa-over-document-with-embedchain
530-qa-over-document-with-embedchain
 
 
540-search-with-local-llm
540-search-with-local-llm
 
 
notebooks
notebooks
 
 
sources-documents
sources-documents
 
 
sources-repositories
sources-repositories
 
 
.gitignore
.gitignore
 
 
001-langchain-instructor-embeddings.py
001-langchain-instructor-embeddings.py
 
 
002-langchain-instructor-embedding.py
002-langchain-instructor-embedding.py
 
 
003-langchain-instruct-embedding-to-json.py
003-langchain-instruct-embedding-to-json.py
 
 
010-keyword-extraction-using-keybert.py
010-keyword-extraction-using-keybert.py
 
 
100-embed-with-keyword-metadata-instructor-keybert.py
100-embed-with-keyword-metadata-instructor-keybert.py
 
 
101-semantic-search-over-embeddings.py
101-semantic-search-over-embeddings.py
 
 
110-keyword-extraction-using-hf-langchain.py
110-keyword-extraction-using-hf-langchain.py
 
 
110-keyword-extraction-using-keybert.py
110-keyword-extraction-using-keybert.py
 
 
200-langchain-agent-with-local-llm.py
200-langchain-agent-with-local-llm.py
 
 
201-abstractive-summarization-transformers-piplinel.py
201-abstractive-summarization-transformers-piplinel.py
 
 
201-dialog-summarization-vertex-ai.py
201-dialog-summarization-vertex-ai.py
 
 
201-document-summarization-t5-transformers.py
201-document-summarization-t5-transformers.py
 
 
201-summarization-mpnet-sentence-transformers.py
201-summarization-mpnet-sentence-transformers.py
 
 
202-lexical-ranking.py
202-lexical-ranking.py
 
 
203-llama-cpp-inference.py
203-llama-cpp-inference.py
 
 
204-pdf-text-extraction-pypdf.py
204-pdf-text-extraction-pypdf.py
 
 
300-multi-doc-retreiver-langchain-chromadb.ipynb
300-multi-doc-retreiver-langchain-chromadb.ipynb
 
 
310-pdf-RAG-over-talks-with-ramana.ipynb
310-pdf-RAG-over-talks-with-ramana.ipynb
 
 
311-pdf-RAG-over-talks-with-ramana.ipynb
311-pdf-RAG-over-talks-with-ramana.ipynb
 
 
320-twitter-the-algorithm-analysis-deeplake.ipynb
320-twitter-the-algorithm-analysis-deeplake.ipynb
 
 

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Experiments with semantic machine learning models

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clustering text-embedding semantic-modeling
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