LLM Memory pgvector

This is a Ruby plugin for the llm_memory gem which allows it to use a pgvector-powered Postgres database as a vector store. pgvector is an open-source vector similarity search tool for Postgres databases. It provides efficient storage and lookup for high-dimensional vector data.

Install the gem and add to the application's Gemfile by executing:

$ bundle add llm_memory_pgvector 

If bundler is not being used to manage dependencies, install the gem by executing:

$ gem install llm_memory_pgvector 

Plese don't forget to add llm_memory

$ bundle add llm_memory

You can configure the Postgres connection URL by setting the pg_url in LlmMemoryPgvector.configuration. If you use Rails, please put this in initializers.

LlmMemoryPgvector.configuration.pg_url = "postgres://user:password@localhost/mydb"

This should be used with llm_memory. You can refer to README of llm_memory

# in case it's not loaded, pleaes load them
require llm_memory
require llm_memory_pgvector

hippocampus = LlmMemory::Hippocampus.new(:pgvector, chunk_size: 512)
..

After checking out the repo, run bin/setup to install dependencies. Then, run rake spec to run the tests. You can also run bin/console for an interactive prompt that will allow you to experiment.

To install this gem onto your local machine, run bundle exec rake install. To release a new version, update the version number in version.rb, and then run bundle exec rake release, which will create a git tag for the version, push git commits and the created tag, and push the .gem file to rubygems.org.

Bug reports and pull requests are welcome on GitHub at https://github.com/shohey1226/llm_memory_pgvector. This project is intended to be a safe, welcoming space for collaboration, and contributors are expected to adhere to the code of conduct.

The gem is available as open source under the terms of the MIT License.

Everyone interacting in the LlmMemoryPgvector project's codebases, issue trackers, chat rooms and mailing lists is expected to follow the code of conduct.