Update README.md

Author: paolorechia

README.md

@@ -1,16 +1,37 @@
 # code-it
 
-This is a highly experimental project. Code-it leverages LLMs to generate code - unlike other solutions, it doesn't try to rely on the smartness of LLMs, but rather assume they are rather dumb and perform several mistakes along the way. It applies a simple algorithm to iteratively code towards it's task objective, in a similar way a programmer might do. This algorithm is implemented with control statements and different prompts to steer the LLM at performing the correct action.
+Code-it is simultaneously:
+
+1. A standalone package to generate code and execute with LLMs
+2. An importable tool into langchain
+
+
+This is a highly experimental project, the quality of the generations may not be high enough for production usage.
+
+Code-it leverages LLMs to generate code - unlike other solutions, it doesn't try to rely on the smartness of LLMs, but rather assume they are rather dumb and perform several mistakes along the way. It applies a simple algorithm to iteratively code towards it's task objective, in a similar way a programmer might do. This algorithm is implemented with control statements and different prompts to steer the LLM at performing the correct action.
 
 It is **not** an autonomous agent - at most, we could call it semi-autonomous.
 
 
+## Overview Idea
+![Overview Diagram](/overview_diagram.jpg?raw=true "Optional Title")
+
+
 ## Installation
 
 1. Setup https://github.com/oobabooga/text-generation-webui with API enabled
-2. `pip install -r requirements.txt`
+2. Install it through pip / git on your project. For, you can define this line in your project requirements.txt:
+```text
+code_it @ git+https://github.com/paolorechia/code-it
+```
+Note that I did not yet have tags or a PyPi package, as I'm not sure how useful this package will be in the future. 
+
+3. Locally with your Python shell / virtualenv:
+`pip install -r requirements.txt`
+
+
+## Running it as a standalone package
 
-## Running it
 
 WARNING: the LLM will run arbitrary code, use it at your own risk.
 Execute the main:
@@ -20,4 +41,3 @@ This will save the code in `persistent_source.py`
 
 Change the task in the `task.txt` file to perform another task.
 
-