openai-cookbook

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## Summary Added a description for [Unify.ai](https://unify.ai/) in the `Related Resources` article. ## Motivation This change includes tools that developers may find useful when iterating and developing LLM applications.

guillesanbri

## Summary Add Langtail to the 'Prompting libraries & tools' section. ## Motivation Langtail is useful for LLM developers. The playground has support for OpenAI Tools and Vision.

petrbrzek

PostgreSQL as a Vector Database: pgvector notebook and overview page

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## Summary This pull request adds PostgreSQL to the category of vector databases capable of working with OpenAI. This first contribution includes the main overview page (README.md) and a Jupyter...

dmagda

[FEATURE] Add PostgreSQL pgvector cookbook

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PostgreSQL has several extensions and solutions in its ecosystem that let us use the database for the vector similarity search and other AI/ML-related use cases. Let's add the Postgres pgvector...

dmagda

Update Azure bring your own data cookbooks

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## Summary This does not add new content, just makes necessary updates to existing cookbooks where changes were made in the latest preview Azure OpenAI API version. 1. The "bring...

kristapratico

## Summary This PR adds a cookbook and dataset for vulnerability detection proposed in #1100 ## Motivation LLMs like GPT4 have shown proficiency in classifying code as secure or insecure....

mhbuehler

Adds notebook for Cost efficient NLP

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## Summary This PR introduces a cookbook that provides guidance on performing fundamental NLP tasks in a cost-efficient manner. ## Motivation Over the past few years, developers have encountered significant...

FareedKhan-dev

Ragas evaluation cookbook

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## Summary Ragas is an open-source library for evaluating RAG applications. In these two notebooks, I am showcasing - how to evaluate RAGs with ragas + OpenAI - how to...

shahules786

[PROBLEM] Inconsistent Deterministic Outputs with Seed Parameter in OpenAI API

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**Identify the file to be fixed** N/A - This issue is related to the OpenAI API's deterministic behavior when using the seed parameter. **Describe the problem** I am encountering an...

hengqujushi

[SUPPORT] How do you count function_call / tool call token count?

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How do you calculate token count for a python dict?  I'm coming from https://github.com/openai/openai-cookbook/blob/main/examples/How_to_count_tokens_with_tiktoken.ipynb I adopted the code in this notebook and made a function `ensure_messages_fit_limit` that, given my...

dhensen