cognita
AI app builder
A modular framework for building production-ready AI applications with integrated data management and model deployment capabilities
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
3k stars
33 watching
273 forks
Language: Python
last commit: 10 days ago
Linked from 1 awesome list
agentaiapplicationdatadeep-learningfine-tuningframeworkgenerative-aillmllm-opsllmopsmachine-learningmlopsmodel-deploymentpythonragretrieval-augmented-generationtypescript
Related projects:
Repository | Description | Stars |
---|---|---|
infiniflow/ragflow | An RAG (Retrieval-Augmented Generation) engine based on deep document understanding for generating truthful question-answering capabilities from complex data. | 22,999 |
sciphi-ai/r2r | An RAG system built on top of Elasticsearch that enables multimodal search and generation capabilities with a RESTful API and containerized architecture. | 3,646 |
weaviate/verba | A chatbot application utilizing Retrieval Augmented Generation (RAG) and a context-aware database for querying and interacting with data. | 6,328 |
pathwaycom/llm-app | Pre-built templates for integrating large language models into enterprise applications with real-time data APIs and various data sources. | 4,642 |
llmware-ai/llmware | A framework for building enterprise LLM-based applications using small, specialized models | 6,651 |
pipedreamhq/pipedream | An integration platform for automating data flows between applications and services. | 8,981 |
adithya-s-k/omniparse | A platform for ingesting and processing unstructured data from various sources to generate structured, actionable data optimized for AI applications. | 5,611 |
neuml/txtai | An all-in-one embeddings database for semantic search, LLM orchestration and language model workflows | 9,369 |
towhee-io/towhee | A framework for building efficient neural data processing pipelines using large language models and state-of-the-art deep learning models. | 3,226 |
gothinkster/realworld | A demo application platform allowing users to create and showcase their own implementations of a full-stack web app using various frontend and backend technologies. | 80,636 |
scisharp/llamasharp | A C#/.NET library to efficiently run Large Language Models (LLMs) on local devices | 2,673 |
whyhow-ai/rule-based-retrieval | A Python package for creating and managing RAG applications with advanced filtering capabilities | 222 |
explodinggradients/ragas | A toolkit for evaluating and optimizing Large Language Model applications with data-driven insights | 7,233 |
deepset-ai/haystack | An AI orchestration framework to build customizable LLM applications with advanced retrieval methods. | 17,691 |
ml-tooling/opyrator | Automates conversion of machine learning code into production-ready microservices with web API and GUI. | 3,102 |