LLM: RAG-GPT

Sumber: https://github.com/gpt-open/rag-gpt?tab=readme-ov-file#using-local-llms

Buat API di LLamaCloud, login mengggunakan email

https://cloud.llamaindex.ai/api-key

Sebagai user biasa, clone RAG-GPT

git clone https://github.com/open-kf/rag-gpt.git && cd rag-gpt
cp env_of_ollama .env

Edit .env

LLM_NAME="Ollama"
OLLAMA_MODEL_NAME="xxxx"
OLLAMA_BASE_URL="http://127.0.0.1:11434"
MIN_RELEVANCE_SCORE=0.4
BOT_TOPIC="xxxx"
URL_PREFIX="http://127.0.0.1:7000/"
USE_PREPROCESS_QUERY=1
USE_RERANKING=1
USE_DEBUG=0
USE_LLAMA_PARSE=0
LLAMA_CLOUD_API_KEY="xxxx"

menjadi misalnya

LLM_NAME="Ollama"
OLLAMA_MODEL_NAME="llama3"
OLLAMA_BASE_URL="http://127.0.0.1:11434"
MIN_RELEVANCE_SCORE=0.4
BOT_TOPIC="OpenIM"
URL_PREFIX="http://127.0.0.1:7000/"
USE_PREPROCESS_QUERY=1
USE_RERANKING=1
USE_DEBUG=0
USE_LLAMA_PARSE=0
LLAMA_CLOUD_API_KEY="llx-HYs1KFrtKm5eeLAJeJW4goCnAaeKZeHd6RmjKSprrogxYdwP!"

Buat dari source

sudo apt install python3.12-venv
python3 -m venv myenv
source myenv/bin/activate
pip install -r requirements.txt

ERROR: ERROR: Ignored the following versions that require a different python version: 2.0.1.1 Requires-Python !=2.7.*,!=3.0.*,!=3.1.*,!=3.12.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8; 2.0.1.20230426

Requires-Python !=2.7.*,!=3.0.*,!=3.1.*,!=3.12.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8; 
2.0.1.20240426 Requires-Python 
!=2.7.*,!=3.0.*,!=3.1.*,!=3.12.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8; 2.0.1.20240427 
Requires-Python !=2.7.*,!=3.0.*,!=3.1.*,!=3.12.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8; 
2.0.1.20240429 Requires-Python 
!=2.7.*,!=3.0.*,!=3.1.*,!=3.12.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=3.7; 2.1.0 Requires-Python 
!=2.7.*,!=3.0.*,!=3.1.*,!=3.12.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=3.7; 2.1.3 Requires-Python 
!=2.7.*,!=3.0.*,!=3.1.*,!=3.12.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8
ERROR: Could not find a version that satisfies the requirement onnxruntime==1.16.3 (from versions: 1.17.0, 
1.17.1, 1.17.3, 1.18.0, 1.18.1)
ERROR: No matching distribution found for onnxruntime==1.16.3

python3 create_sqlite_db.py

sh start.sh

Browser

http://ipaddress:7000

Referensi

• https://github.com/gpt-open/rag-gpt?tab=readme-ov-file#using-local-llms