rragundez / chunkdotLinks
Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K most similar items for a large number of items by chunking the item matrix representation (embeddings) and using Numba to accelerate the calculations.
☆83Updated 7 months ago
Alternatives and similar repositories for chunkdot
Users that are interested in chunkdot are comparing it to the libraries listed below
Sorting:
- Generalist and Lightweight Model for Text Classification☆155Updated 2 months ago
- Python API for https://vespa.ai, the open big data serving engine☆136Updated this week
- ☆210Updated last month
- LLM prompt language based on Jinja. Banks provides tools and functions to build prompts text and chat messages from generic blueprints. I…☆113Updated last month
- Pre-train Static Word Embeddings☆85Updated 2 months ago
- Chunk your text using gpt4o-mini more accurately☆44Updated last year
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆174Updated 11 months ago
- Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by…☆32Updated 11 months ago
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆139Updated last year
- A Python wrapper around HuggingFace's TGI (text-generation-inference) and TEI (text-embedding-inference) servers.☆33Updated 3 months ago
- ☆80Updated last year
- Plug-and-play document processing pipelines with zero-shot models.☆86Updated this week
- Baguetter is a flexible, efficient, and hackable search engine library implemented in Python. It's designed for quickly benchmarking, imp…☆188Updated 11 months ago
- Machine Learning Serving focused on GenAI with simplicity as the top priority.☆59Updated last month
- TitanML Takeoff Server is an optimization, compression and deployment platform that makes state of the art machine learning models access…☆114Updated last year
- Check for data drift between two OpenAI multi-turn chat jsonl files.☆37Updated last year
- 📝 Reference-Free automatic summarization evaluation with potential hallucination detection☆103Updated last year
- GLiNER model in a FastAPI microservice.☆45Updated 8 months ago
- FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes☆211Updated 3 months ago
- Notebooks for training universal 0-shot classifiers on many different tasks☆136Updated 7 months ago
- Simply, faster, sentence-transformers☆143Updated 11 months ago
- Efficient few-shot learning with cross-encoders.☆56Updated last year
- Dataset Viber is your chill repo for data collection, annotation and vibe checks.☆47Updated 11 months ago
- Low latency, High Accuracy, Custom Query routers for Humans and Agents. Built by Prithivi Da☆113Updated 4 months ago
- High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡☆66Updated 9 months ago
- 💙 Unstructured Data Connectors for Haystack 2.0☆17Updated last year
- ☆20Updated 10 months ago
- Simple UI for debugging correlations of text embeddings☆288Updated 2 months ago
- PyLate efficient inference engine☆62Updated last month
- 🖍️ Highlight text in documents☆108Updated 4 months ago