[CLEANUP]

README.md

@@ -1,59 +1,16 @@
 [![Multi-Modality](agorabanner.png)](https://discord.gg/qUtxnK2NMf)
 
-# Multi-Agent Template App
-A radically simple, reliable, and high performance template to enable you to quickly get set up building multi-agent applications
 
+# Swarms Memory
+A collection of memory systems for `swarms` such as Pinecone, ChromaDB, Weaviate
 
-
-
-## Installation
-
-You can install the package using pip
-
+## Install
 ```bash
-$ pip3 install -r requirements.txt
+$ pip install swarms-memory
 ```
 
 
-### Code Quality 🧹
-
-- `make style` to format the code
-- `make check_code_quality` to check code quality (PEP8 basically)
-- `black .`
-- `ruff . --fix`
-
-### Tests 🧪
-
-[`pytests`](https://docs.pytest.org/en/7.1.x/) is used to run our tests.
-
-### Publish on PyPi 🚀
-
-**Important**: Before publishing, edit `__version__` in [src/__init__](/src/__init__.py) to match the wanted new version.
-
-```
-poetry build
-poetry publish
-```
-
-### CI/CD 🤖
-
-We use [GitHub actions](https://github.com/features/actions) to automatically run tests and check code quality when a new PR is done on `main`.
-
-On any pull request, we will check the code quality and tests.
-
-When a new release is created, we will try to push the new code to PyPi. We use [`twine`](https://twine.readthedocs.io/en/stable/) to make our life easier. 
-
-The **correct steps** to create a new realease are the following:
-- edit `__version__` in [src/__init__](/src/__init__.py) to match the wanted new version.
-- create a new [`tag`](https://git-scm.com/docs/git-tag) with the release name, e.g. `git tag v0.0.1 && git push origin v0.0.1` or from the GitHub UI.
-- create a new release from GitHub UI
-
-The CI will run when you create the new release.
-
-# Docs
-We use MK docs. This repo comes with the zeta docs. All the docs configurations are already here along with the readthedocs configs.
-
-
+## Usage
 
 # License
 MIT

pyproject.toml

@@ -3,15 +3,15 @@ requires = ["poetry-core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-name = "paper"
+name = "swarms-memory"
 version = "0.0.1"
-description = "Paper - Pytorch"
+description = "Swarms Memory - Pytorch"
 license = "MIT"
 authors = ["Kye Gomez <[email protected]>"]
-homepage = "https://github.com/kyegomez/paper"
-documentation = "https://github.com/kyegomez/paper"  # Add this if you have documentation.
+homepage = "https://github.com/kyegomez/swarms-memory"
+documentation = "https://github.com/kyegomez/swarms-memory"
 readme = "README.md"  # Assuming you have a README.md
-repository = "https://github.com/kyegomez/paper"
+repository = "https://github.com/kyegomez/swarms-memory"
 keywords = ["artificial intelligence", "deep learning", "optimizers", "Prompt Engineering"]
 classifiers = [
     "Development Status :: 4 - Beta",
@@ -24,8 +24,7 @@ classifiers = [
 [tool.poetry.dependencies]
 python = "^3.10"
 swarms = "*"
-pydantic = "*"
-fastapi = "*"
+
 
 [tool.poetry.group.lint.dependencies]
 ruff = "^0.4.8"