llamphouse 0.0.4

LLAMPHouse OpenAI Assistant Server

Introduction

LLAMPHouse core Python package.

This packages creates a server that mimics the OpenAI Assistant behavior. However, you can fully customize the run behavior yourself.

Included API endpoints

• Assistants
  • Create -> created in code
  • List
  • Retrieve
  • Modify -> only in code
  • Delete -> only in code
• Threads
  • Create
  • Retrieve
  • Modify
  • Delete
• Messages
  • Create
  • List
  • Retrieve
  • Modify
  • Delete
• Runs
  • Create
  • Create thread and run
  • List
  • Retrieve
  • Modify
  • Submit tool outputs
  • Cancel
• Run steps
  • List
  • Retrieve
• Vector stores
  • Create -> depends on implementation
  • List
  • Retrieve
  • Modify
  • Delete -> depends on implementation
• Vector store files
  • Create
  • List
  • Retrieve
  • Delete
• Vector store file batches
  • Create
  • Retrieve
  • Cancel
  • List
• Streaming
  • Message delta
  • Run step object
  • Assistant stream

Installation

Local

1. Clone the repository
2. Install the library pip install .

Build

This is only required if you want to push the package to PyPi.

1. python setup.py sdist bdist_wheel
2. git tag -a v1.0.0 -m "Release version 1.0.0"
3. git push

Testing

1. Build/Install the latest solution locally
2. Run the test: pytest

Database

To run a local database:

1. docker run --rm -d --name postgres -e POSTGRES_USER=postgres -e POSTGRES_PASSWORD=password -p 5432:5432 postgres
2. docker exec -it postgres psql -U postgres -c 'CREATE DATABASE llamphouse;'

To create a new database revision: alembic revision --autogenerate -m "Added account table"

To upgrade the database with the latest revision: alembic upgrade head

To downgrade back to the base version: alembic downgrade base