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How I created a semantic Q&A bot for >13k recorded dreams using OpenAI, Langchain and Elasticsearch

fabian-kostadinov.github.io · published 11 June 2023

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Links from this post

Link
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https://dylancastillo.co/semantic-search-elasticsearch-openai-langchain/
dylancastillo.co
https://www.elastic.co/guide/en/elasticsearch/reference/current/knn-search.html
elastic.co
https://arxiv.org/abs/1603.09320
arxiv.org
https://docs.pinecone.io/docs/openai
docs.pinecone.io
https://www.trychroma.com
trychroma.com
https://cdax.ch/2022/02/20/elasticsearch-python-workshop-1-the-basics/
cdax.ch
https://platform.openai.com/docs/guides/embeddings
platform.openai.com
https://python.langchain.com/en/latest/modules/indexes/text_splitters/examples/recursive_text_splitter.html
python.langchain.com
https://python.langchain.com/en/latest/modules/models/text_embedding/examples/openai.html?highlight=openaiembeddings
python.langchain.com
https://python.langchain.com/en/latest/modules/indexes/vectorstores/examples/elasticsearch.html?highlight=ElasticVectorSearch
python.langchain.com
https://github.com/hwchase17/langchain/blob/master/tests/integration_tests/vectorstores/test_elasticsearch.py
github.com
https://python.langchain.com/en/latest/reference/modules/chains.html?highlight=retrievalqa
python.langchain.com
https://python.langchain.com/en/latest/modules/chains/index_examples/vector_db_qa.html?highlight=retrievalqa
python.langchain.com
https://python.langchain.com/en/latest/modules/indexes/vectorstores/examples/weaviate.html?highlight=retrievalqawithsourceschain
python.langchain.com
https://python.langchain.com/en/latest/use_cases/evaluation/data_augmented_question_answering.html?highlight=retrievalqa
python.langchain.com
https://www.youtube.com/watch?v=MlK6SIjcjE8
youtube.com