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GitHub topics: embeddings-extraction

AnnaVerbytska/GenAI-for-ECB-Insights

It combines text embeddings to search through the documents of the European Central Bank for 2025, uses prompting to generate clear, friendly answers, and builds builds a question-answering app (RAG).

Language: Jupyter Notebook - Size: 138 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

surajgiri974/langchain-qa-chroma-faiss

A document-based Question-Answering system using LangChain, HuggingFace Embeddings, Ollama (Mistral), Chroma, and FAISS — all running locally.

Language: Python - Size: 519 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

rahulvictor12/Resume-Scoring-Using-NLP-and-SBERT-Transformer

ResumeScorer is an intelligent resume screening tool that leverages Natural Language Processing (NLP) techniques to assess the relevance of resumes against a given job description. The core idea is to reduce manual screening time and improve candidate-job matching through semantic similarity.

Language: Jupyter Notebook - Size: 31.2 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Kaos599/BetterRAG

BetterRAG: Powerful RAG evaluation toolkit for LLMs. Measure, analyze, and optimize how your AI processes text chunks with precision metrics. Perfect for RAG systems, document processing, and embedding quality assessment.

Language: Python - Size: 104 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

encord-team/text-to-image-eval

Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN accuracy.

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 30 - Forks: 0

PranavPutsa1006/Speaker-Diarization

Identifying individual speakers in an audio stream based on the unique characteristics found in individual voices using Python

Language: Jupyter Notebook - Size: 20.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

luigidamico100/Music-Genre-Classification

Music genre classification using CNN

Language: Jupyter Notebook - Size: 9.38 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

Related Keywords
embeddings-extraction 7 chromadb 2 evaluation-framework 2 deep-learning 2 google-gemini-api 1 knn-search 1 linear-probing 1 model-evaluation-metrics 1 text-to-image-evaluation 1 zero-shot-classification 1 zero-shot-image-classification 1 zero-shot-retrieval 1 mfcc 1 neural-networks 1 speaker-diarization 1 spectral-clustering 1 speech-detection 1 speech-segmentation 1 speech-to-text 1 speech-transcription 1 voice-activity-detection 1 convolutional-neural-networks 1 feature-extraction 1 gtzan-dataset 1 machine-learning 1 music-genre-classification 1 python 1 prompt-engineering 1 rag-chatbot 1 scraping-python 1 faiss-vector-database 1 huggingface 1 langchain 1 cosine-similarity 1 lemmitization 1 nlp-keywords-extraction 1 nlp-machine-learning 1 pdfplumber 1 sbert 1 chunking-optimization 1 embeddings 1 embeddings-optimization 1 evaluation 1 optimization 1 rag 1 rag-application 1 rag-evaluation 1 rag-optimization 1 embedding-evaluation 1 evaluation-metrics 1