Projects in Awesome Lists by jhaayush2004
A curated list of projects in awesome lists by jhaayush2004 .
https://github.com/jhaayush2004/groqgenius-chatbot
Conversational memory Chatbot using Groq & Langchain based on Llama3-70B model.
groq langchain langchain-memory llama3 llama3-70b-8192 streamlit
Last synced: 16 Feb 2025
https://github.com/jhaayush2004/hybrid-retrieval-systems
Hybrid Retrieval System combining keyword matching (BM25) with semantic similarity (Vectorstore) for improved retrieval.
bm25-okapi chromadb huggingface-pipeline langchain python rag tfidf
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/semalex
A comprehensive RAG Evaluation Metric designed to measure the weighted similarity score by prioritizing semantic capture while also considering lexical alignment.
evaluation-metrics nlp package-creation python rag
Last synced: 07 Apr 2025
https://github.com/jhaayush2004/multi-document-rag
A RAG to deal with multiple documents simultaneously using Weaviate, Mistral-7B-v0.1 and Langchain.
all-minilm-l6-v2 langchain mistral-7b python rag sentence-transformers weaviate
Last synced: 16 Feb 2025
https://github.com/jhaayush2004/fashio
"FASHIO leverages FAISS and advanced NLP for precise fashion recommendations tailored to user preferences."
faiss finetune-llm nlp retrieval sentence-transformers synthetic synthetic-dataset-generation
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/jhaayush2004
Config files for my GitHub profile.
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/my-transformer
Code implementation of Transformer Model in "Attention is All You Need" in PyTorch.
cross-attention encoder-decoder feedforward-neural-network positional-encoding python pytorch self-attention transformer-architecture
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/multimodal-ai-assistant
Multimodal AI Assistant with Google Gemini-1.5-pro, gTTS, PIL, and SpeechRecognition Technologies!
gemini-pro gtts multimodal-interactions pil speech-recognition streamlit
Last synced: 16 Feb 2025
https://github.com/jhaayush2004/neurovisionai-tumormappernet
A Deep Learning model to classify and segment Tumor present in brain MRI Scans.
Last synced: 16 Feb 2025
https://github.com/jhaayush2004/fastapi-render-ml-model-deployment
Deploying Diabetes Predicting ML Model API in Render
Last synced: 03 Mar 2025
https://github.com/jhaayush2004/reranking-in-rag
Reranking from scratch using sentence-transformer, BM25, Cohere and Cross-Encoders !!!
bm25 cohere cross crossencoder flashrerank nlp rag reranking sentence-transformers
Last synced: 21 Feb 2025
https://github.com/jhaayush2004/neuro_churn_sheild
Customer-Churn-Prediction-ML-Model
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/operating-systems
Notes of operating system
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/novartis
National Winning Solution at NEST hackathon : Predicting Recruitment Rate in Clinical Trials
Last synced: 12 Mar 2025
https://github.com/jhaayush2004/newsagent-crewai
A robust news generation pipeline utilizing advanced language models and agent-based techniques to deliver high-quality, informative content on diverse topics.
agents crewai gemini-flash google-ai-studio langchain python
Last synced: 28 Mar 2025
https://github.com/jhaayush2004/my-own-rag
Built a Retrieval-Augmented Generation (RAG) pipeline from scratch using Python!
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/langchain-expression-language-lcel
Explored the power of LangChain Expression Language (LCEL) ! Dived into LCEL enabled seamless chaining of components, making AI workflows more efficient. Learnt about Runnables, async operations, and how to implement streaming for real-time performance.
asyncio await-async chains langchain-python runnable stream
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/photonic-philosopher
A cutting-edge model leveraging the power of a pretrained DenseNet201 network for sophisticated feature extraction, combined with layers of LSTM architectures for robust caption generation.
computer-vision data-preprocessing densenet201 image-processing lstm neural-networks nlp
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/rag-evaluation
Different approaches to evaluate RAG !!!
bert-score giskard hallucination-detection langchain rag rag-evaluation ragas vectara wandb
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/realestateradar
Home Price Predicting Model
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/digigenius
Handwritten Digits Classification model
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/embedding-quantization-for-significantly-faster-cheaper-retrieval
Unofficial Implementation of Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval and Evaluation of RAG system using "SEMALEX" evaluation metric .
embedding-quantization rag semalex
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/understanding_correlations
"Explore and understand various correlation measures such as Pearson, Spearman, and Kendall through detailed explanations, mathematical derivations, and practical examples.
kendall-correlation-coefficient pearson-correlation spearman-rank-correlation
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/translatron
English to Hindi Translation Using Hugging Face Transformer
adam-optimizer huggingface-transformers nlp-machine-learning tensorflow
Last synced: 12 Apr 2025
https://github.com/jhaayush2004/fixing-lost-in-the-middle-phenomenon
The phenomenon refers to the degradation of model performance on tokens in the middle of long sequences, where the model tends to focus more on the beginning and end tokens, losing context in the middle.
chromadb compression filtering rag reranking
Last synced: 12 Apr 2025