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Fully automated AI blog writer that uses LangChain and GPT type LLMs for topic selection and content generation

License: MIT License

Python 36.20% Jupyter Notebook 63.80%

automation blog-engine blogging chatgpt gpt autogpt langchain generation generative generativeai

ecrivai's Introduction

🦜🔗✏️EcrivAI

EcrivAI is a fully automated AI blog writer that uses LangChain and GPT type LLMs for topic selection and content generation. The content is published to this blog

Star History

Usage

Prerequisites

🐍 You will need a working install of conda.
🔑 You will need an API key from OpenAI or Google. You can create one for free here:
- OpenIA - to use models like GPT4
- Google - to use models like Gemini

Dev Environment Setup

Set up your API keys in a file called .env (see .env.example for an example)

Set up and activate conda environment

conda env create -f conda.yml
conda activate ecrivai

If you are having trouble setting your environment variables with the .env file or you want to manually add them instead of using a .env file, you can set your environment variable in your ecrivai conda environment like this:
# set api key env var
conda env config vars set OPENAI_API_KEY="your-api-key-here"
conda env config vars set GOOGLE_API_KEY="your-api-key-here"
# re-activate env
conda activate base
conda activate ecrivai

CLI

Note: Remember to activate your ecrivai conda environment before doing this (see above)

You can quickly generate a new original blog by running:

python ecrivai/add_blog.py

This will add a blog to a Markdown file in a directory called content/. You can also specify your own output directory by running this instead:

python ecrivai/add_blog.py --out-dir path/to/dir

ecrivai's People

Contributors

Stargazers

Watchers

Forkers

traveler2019 damonclifford therakeshpurohit dantegpt leadingindicator john-oula tuhinmallick adambear robtad rustedsec itsanamune abenojardev iamdinakar chriscarrollsmith yacineali74 freshy969 frankovich mikaelkara

ecrivai's Issues

@shubham8550 I imagine this only depended on some Langchain integration once the model ran. Please feel free to share more details about how you managed to get it working if you're able.

          @shubham8550 I imagine this only depended on some Langchain integration once the model ran. Please feel free to share more details about how you managed to get it working if you're able.

Originally posted by @ruankie in #7 (comment)

there isnt much you need to doo to runn open source models

just get model from hugging face and swap this

(refer)
https://python.langchain.com/docs/integrations/llms/llamacpp

Scheduled publish fails - ImportError: cannot import name 'tracing_enabled' from 'langchain_core.tracers.context'

Overview

During the scheduled publish workflow, the Create blog post step fails with the following error message:

Run python ecrivai/ecrivai/add_blog.py --out-dir "content/posts"
Traceback (most recent call last):
  File "/home/runner/work/ecrivai-blog-hugo/ecrivai-blog-hugo/ecrivai/ecrivai/add_blog.py", line 6, in <module>
    from langchain.chains import LLMChain, SimpleSequentialChain
  File "/usr/share/miniconda/envs/ecrivai/lib/python3.12/site-packages/langchain/chains/__init__.py", line 20, in <module>
    from langchain.chains.api.base import APIChain
  File "/usr/share/miniconda/envs/ecrivai/lib/python3.12/site-packages/langchain/chains/api/base.py", line [11](https://github.com/ruankie/ecrivai-blog-hugo/actions/runs/7403998049/job/20151420379#step:6:12), in <module>
    from langchain.callbacks.manager import (
  File "/usr/share/miniconda/envs/ecrivai/lib/python3.[12](https://github.com/ruankie/ecrivai-blog-hugo/actions/runs/7403998049/job/20151420379#step:6:13)/site-packages/langchain/callbacks/__init__.py", line 45, in <module>
    from langchain_core.tracers.context import (
ImportError: cannot import name 'tracing_enabled' from 'langchain_core.tracers.context' (/usr/share/miniconda/envs/ecrivai/lib/python3.12/site-packages/langchain_core/tracers/context.py). Did you mean: 'tracing_v2_enabled'?
Error: Process completed with exit code 1.

Connection to ChatGPT required

Description

Connection to ChatGPT required for generation of topics and blog content.

TODO

Create a general connector class for interfacing with GPT-like models
Create specific connector for ChatGPT

Generating random articles

Hey,

Thanks for your script I wanted ask how to create custom own article with title I didn't see any option for that

when i run python ecrivai/add_blog.py its generating random article

I have articles generating back to back and occasionally I will get an article with the title, "Blog Title." Sometimes the article is blank and sometimes it is written about something. I am using Gemini btw.

Running on Open source models

my plan is to run it 24/7 on my servers with some modifications
i tried som 7b ggup /llama cpp models they do work with this but somehow stops generating
(i suppose i did not configured langchain properly)
if i get work work effectively ill give some updates here till then

if anyone tries something similar please post stuff so i can refer and improve:)

Phase 1 Content Generator

The following components are still required for the content generator of phase 1:

Blog body generator
Markdown formatter and writer
Example to show usage