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Similarity search over mumblings #26
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kikuomax
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Similarity search of mumblings
Similarity search over mumblings
Oct 4, 2023
I think we should chunk each mumbling into sentences and calculate embeddings for individual sentences. |
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- `utils/parameters.ts` introduces a new function `getOpenAiApiKeyParameter` that obtains the OpenAI API key from the Parameter Store on AWS Systems Manager. It reads the parameter path from the environment variable `OPENAI_API_KEY_PARAMETER_PATH`. `getDomainNameParameter` and `getOpenAiApiKeyParameter` shares a new function `getParameter` that performs actual requests to AWS. issue codemonger-io#26
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- Introduces a new submodule `utils/embeddings` that provides utilities to access OpenAI API to deal with embeddings. It provides `createEmbedding` function that calculates an embedding vector for a given text. It obtains the OpenAI API key from the Parameter Store on AWS Systems Manager. issue codemonger-io#26
kikuomax
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- `SystemParameters` introduces a new parameter `openAiApiKeyParameter` that stores the OpenAI API key. - `ViewerHandler` is granted access to the OpenAI API key parameter. - `CdkStack` outputs the parameter path of the OpenAI API key as `OpenAiApiKeyParameterPath`. issue codemonger-io#26
kikuomax
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Oct 17, 2023
- `utils/parameters.ts` introduces a new function `getOpenAiApiKeyParameter` that obtains the OpenAI API key from the Parameter Store on AWS Systems Manager. It reads the parameter path from the environment variable `OPENAI_API_KEY_PARAMETER_PATH`. `getDomainNameParameter` and `getOpenAiApiKeyParameter` shares a new function `getParameter` that performs actual requests to AWS. issue #26
kikuomax
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Oct 17, 2023
- Introduces a new submodule `utils/embeddings` that provides utilities to access OpenAI API to deal with embeddings. It provides `createEmbedding` function that calculates an embedding vector for a given text. It obtains the OpenAI API key from the Parameter Store on AWS Systems Manager. issue #26
kikuomax
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Oct 17, 2023
- `SystemParameters` introduces a new parameter `openAiApiKeyParameter` that stores the OpenAI API key. - `ViewerHandler` is granted access to the OpenAI API key parameter. - `CdkStack` outputs the parameter path of the OpenAI API key as `OpenAiApiKeyParameterPath`. issue #26
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To demonstrate the FlechasDB system, I want to add a feature to do similarity search over mumblings.
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