← Latest products

Llama2 Embeddings FastAPI Server

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract. I just wanted a quick and easy way to easily submit strings to a REST API and get back the embedding vectors in JSON using Llama2 and other similar LLMs, so I put this together over the past couple days.

Open source

1,052 stars · GitHubexternal site

Visit github.comexternal site

Reactions (1)

Similar products

by description similarity

  1. Client Vector Search

    clientvectorsearch.com

    Embeddings and Semantic Search with 5 Lines

    Hacker News11 pts

  2. Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

    Hacker News158 pts

  3. Model2vec

    github.com

    Lightning-fast Static Embeddings for RAG/Semantic Search

    Hacker News28 pts

  4. Gradient

    gradient.ai

    a web API for fine-tuning and deploying Llama2

    Hacker News26 pts

  5. UForm v2

    github.com

    tiny CLIP-like embeddings in 21 languages and Graphcore API

    Hacker News16 pts