Ahmed Jemaa's repositories
anthropic-cookbook
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
crewAI-quickstart
Simplified and tested examples of CrewAI implementations
gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
GraphAugmented-Legal-RAG
Create a knowledge graph out of unstructed legal text - use said knowledge graph in a graph augmented retrieval augmented generation pipeline
groqbook
Groqbook: Generate entire books in seconds using Groq and Llama3
instructor
structured outputs for llms
knowledge-graph-rag-llama-index
This repository demonstrates how to integrate Llama-Index and a knowledge graph into the RAG (Retrieval-Augmented Generation) architecture. By doing so, it enables the retrieval of information from a large-scale knowledge base and improves the performance of natural language generation tasks.
langchain-tutorials
Overview and tutorial of the LangChain Library
langflow
⛓️ Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.
LLM101n
LLM101n: Let's build a Storyteller
meditron
Meditron is a suite of open-source medical Large Language Models (LLMs).
next.js
The React Framework
pdftochat
Chat with your PDFs with AI
phidata
Add memory, knowledge and tools to LLMs
pycaret
An open-source, low-code machine learning library in Python
RAG-Multimodal-Financial-Document-Analysis-and-Recall
(RAG) Developing a chatbot capable of utilizing PDF files as a knowledge base to answer questions. Additionally, we employed the vision capability of GPT-4V to identify and describe graphs from each page. Describing the charts and their illustrated trends improves the chatbot's accuracy in answering and providing additional context.
restorePhotos
Restoring old and blurry face photos with AI.
surya
Accurate line-level text detection and recognition (OCR) in any language
ui
Beautifully designed components that you can copy and paste into your apps. Accessible. Customizable. Open Source.