Joan Fontanals's repositories
llama.cpp
LLM inference in C/C++
llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
candle
Minimalist ML framework for Rust
ollama
Get up and running with Llama 3, Mistral, Gemma, and other large language models.
milvus-model
The embedding/reranking model zoo help user to convert their unstructured data into embeedings
CLIP_benchmark
CLIP-like model evaluation
GCL
Generalised Contrastive Learning. This is a Repository for Google Shopping Dataset and Benchmarks followed by our novel fine-grained contrastive learning framework.
tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
mteb
MTEB: Massive Text Embedding Benchmark
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
haystack-core-integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
haystack-integrations
🚀 A list of Haystack Integrations, maintained by the community or deepset.
ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
edenai-apis
Eden AI: simplify the use and deployment of AI technologies by providing a unique API that connects to the best possible AI engines
canopy
Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone
pinecone-text
Pinecone text client library
superduperdb
🔮 SuperDuperDB: Bring AI to your database: Integrate, train and manage any AI models and APIs directly with your database and your data.
chroma
the AI-native open-source embedding database
fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
grpc-error-show
Show an error in GRPC for debugging
text-embeddings-inference
A blazing fast inference solution for text embeddings models
tutorials
This repository contains tutorials and examples for Triton Inference Server
server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
vearch
A distributed system for embedding-based vector retrieval
weaviate
Weaviate is an open source vector database that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.