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hweller1

hweller1

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ExternalBrain

Create an external brain for your facts, ask questions about it later

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meeting-mate

MVP to showcase how MongoDB can be used to implement an end-to-end user-facing app

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GenAI-Showcase

GenAI Cookbook

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FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

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VectorHub

VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector retrieval to their ML stack.

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VectorStream

Automatic embedding using mongo changestreams for Atlas Vector Search

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superduper

🔮 SuperDuper: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.

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chatbot

MongoDB Chatbot Framework. Powered by MongoDB and Atlas Vector Search.

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langserve

LangServe 🦜️🏓

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RAGTAG

A tool for testing RAG functionality with Atlas Vector Search

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langchain-aws-template

Application template for service api using langchain and generative model services

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ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

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gpt-json

Structured and typehinted GPT responses in Python

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hnswlib

Header-only C++/python library for fast approximate nearest neighbors

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vectordb-orm

An ORM library for vector databases

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intro-to-go-class

A one day Introduction to Go class with exercises

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