FareedKhan-dev/langchain-graphrag-baml
Improving langchain knowledge graphs using baml
This project helps data professionals and AI developers improve how their AI systems extract information from text, especially when using smaller, cost-effective AI models. It takes unstructured text (like news articles) and reliably extracts key entities and relationships, outputting a structured knowledge graph that AI applications can use for more accurate responses. This is for anyone building retrieval-augmented generation (RAG) systems or AI agents.
No commits in the last 6 months.
Use this if you are struggling with poor information extraction and unreliable knowledge graph creation from text using LangChain and smaller, quantized Large Language Models.
Not ideal if you are not working with knowledge graphs, LangChain, or facing issues with data extraction from unstructured text using AI models.
Stars
43
Forks
10
Language
Jupyter Notebook
License
—
Category
Last pushed
Aug 03, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/FareedKhan-dev/langchain-graphrag-baml"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
run-llama/llama_index
LlamaIndex is the leading document agent and OCR platform
emarco177/documentation-helper
Reference implementation of a RAG-based documentation helper using LangChain, Pinecone, and Tavily..
janus-llm/janus-llm
Leveraging LLMs for modernization through intelligent chunking, iterative prompting and...
JetXu-LLM/llama-github
Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and...
Vasallo94/ObsidianRAG
RAG system to query your Obsidian notes using LangGraph and local LLMs (Ollama)