Ecosyste.ms: Awesome

https://github.com/neuml/txtchat

💭 Retrieval augmented generation (RAG) and language model powered search applications

large-language-models llm machine-learning nlp python rag retrieval-augmented-generation search txtai

Last synced: 05 Jul 2024

https://github.com/ScrapeGraphAI/Scrapegraph-LabLabAI-Hackathon

Code for the streamlit demo of Scrapegraph-ai for GPT4-hackaton

llm openai-hackathon rag streamlit

Last synced: 05 Jul 2024

https://github.com/BaranziniLab/KG_RAG

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

bert-models bioinformatics bioinformatics-algorithms biomedical-applications biomedical-informatics context-aware gpt gpt35turbo gpt4 knowledge-base knowledge-graph large-language-models llama llama2 llm prompt-engineering prompt-tuning rag retrieval-augmented-generation sentence-transformers

Last synced: 30 Jun 2024

https://github.com/superagent-ai/super-rag

Super performant RAG pipelines for AI apps. Summarization, Retrieve/Rerank and Code Interpreters in one simple API.

agents ai embeddings inference rag vector-database

Last synced: 30 Jun 2024

https://github.com/timescale/pgai

Artificial Intelligence for Postgres

ai llm postgresql rag

Last synced: 27 Jun 2024

https://github.com/Mindinventory/MindSQL

MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.

chatbot gemini langchain rag retrival-augmented text-to-sql

Last synced: 27 Jun 2024

https://github.com/guillermoscript/repo-assistant

AI Github assistant for your repo. Your proactive GitHub bot that auto-detects duplicates using OpenAI embeddings and Supabase magic!

ai assistant bot duplicate-issues github github-bot gpt-4 issue-management llm natural-language-processing openai openai-embeddings rag supabase typescript vector-similarity

Last synced: 25 Jun 2024

https://github.com/OpenBMB/RepoAgent

An LLM-powered repository agent designed to assist developers and teams in generating documentation and understanding repositories quickly.

agent chatglm chatgpt chatgpt-api gpt gpt-4 langchain llama llama-index llms qwen rag repo-level-debugging

Last synced: 25 Jun 2024

https://neuml.github.io/txtai/

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

embeddings information-retrieval language-model large-language-models llm machine-learning neural-search nlp python rag retrieval-augmented-generation search search-engine semantic-search sentence-embeddings transformers txtai vector-database vector-search vector-search-engine

Last synced: 21 Jun 2024

https://github.com/abgulati/LARS

An application for running LLMs locally on your device, with your documents, facilitating detailed citations in generated responses.

genai llms rag

Last synced: 21 Jun 2024

https://github.com/Canner/WrenAI

WrenAI makes your database RAG-ready. Implement Text-to-SQL more accurately and securely.

agent ai bigquery duckdb fastapi llm nextjs nlidb openai postgresql python rag sql text-to-sql typescript

Last synced: 21 Jun 2024

https://github.com/OpenRL-Lab/ChatAgent

A Python-based agent framework for large language models.

agent agent-based-modeling agents large-language-models llm multi-agent openai openai-api rag

Last synced: 20 Jun 2024

https://github.com/ajaykrupalk/rag-app

artificial-intelligence langchain-js rag

Last synced: 16 Jun 2024

https://github.com/ax-llm/ax

JS/TS library to make to easy to build with LLMs. Full support for various LLMs and VectorDBs, Agents, Function Calling, Chain-of-Thought, RAG, Semantic Router and more. Based on the popular Stanford DSP paper. Create and compose efficient prompts using prompt signatures. 🌵 🦙 🔥 ❤️ 🖖🏼

ai anthropic claude cohere gemini google gpt-4 javascript large-language-models llm nodejs ollama openai opensource rag together-compute typescript vectordb

Last synced: 16 Jun 2024

https://github.com/TonicAI/tonic_validate

Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.

evaluation-framework evaluation-metrics large-language-models llm llmops llms rag retrieval-augmented-generation

Last synced: 16 Jun 2024

https://github.com/dosco/llm-client

JS/TS library to make to easy to build with LLMs. Full support for various LLMs and VectorDBs, Agents, Function Calling, Chain-of-Thought, RAG, Semantic Router and more. Based on the popular Stanford DSP paper. Create and compose efficient prompts using prompt signatures. 🌵 🦙 🔥 ❤️ 🖖🏼

ai anthropic claude cohere gemini google gpt-4 javascript large-language-models llm nodejs ollama openai opensource rag together-compute typescript vectordb

Last synced: 14 Jun 2024

https://github.com/gabrielchua/RAGxplorer

Open-source tool to visualise your RAG 🔮

interactive llm python rag streamlit visualization

Last synced: 14 Jun 2024

https://github.com/onejune2018/awesome-llm-eval

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs. 一个由工具、基准/数据、演示、排行榜和大模型等组成的精选列表，主要面向基础大模型评测，旨在探求生成式AI的技术边界.

awsome-list awsome-lists benchmark bert chatglm chatgpt dataset evaluation gpt3 large-language-model leaderboard llama llm llm-evaluation machine-learning nlp openai qwen rag

Last synced: 14 Jun 2024

https://langroid.github.io/langroid/

Harness LLMs with Multi-Agent Programming

agents ai chatgpt function-calling gpt gpt-4 gpt4 information-retrieval language-model llama llm llm-agent llm-framework local-llm multi-agent-systems openai-api question-answering rag retrieval-augmented-generation

Last synced: 12 Jun 2024

https://github.com/satellitecomponent/Neurite

Fractal Graph Desktop for Ai-Agents, Web-Browsing, Note-Taking, and Code.

ai ai-agents ai-agents-framework ai-graphs auto-ai diagramming flowchart fractals graph graph-rag knowledge-graph mandelbrot mindmap note-taking rag retrieval-augmented-generation second-brain secondbrain web-browsing web-desktop

Last synced: 12 Jun 2024

https://github.com/aws-samples/generative-ai-use-cases-jp

すぐに業務活用できるビジネスユースケース集付きの安全な生成AIアプリ実装

aws bedrock chatbot claude claude3 command-r generative-ai image-generation lambda llama2 llama3 llm mistral rag react sagemaker typescript

Last synced: 12 Jun 2024

https://github.com/ocularengineering/ocular

Open Core Enterprise Search

ai chatgpt enterprise-search llm rag

Last synced: 11 Jun 2024

https://github.com/Quansight/ragna

RAG orchestration framework ⛵️

llm rag

Last synced: 09 Jun 2024

https://github.com/jxzhangjhu/Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

embeddings large-language-models llm rag rag-embeddings retrieval-augmented-generation retrieval-information

Last synced: 09 Jun 2024

https://github.com/amscotti/local-LLM-with-RAG

Running local Language Learning Models to perform Retrieval-Augmented Generation

embeddings langchain llm mistral ollama python rag

Last synced: 09 Jun 2024

https://github.com/BruceMacD/chatd

Chat with your documents using local AI

chat desktop electron llama2 llm mistral mistral-7b ollama rag

Last synced: 09 Jun 2024

https://github.com/katanaml/sparrow

Data processing with ML and LLM

computer-vision gpt huggingface-transformers llm machinelearning nlp-machine-learning rag

Last synced: 09 Jun 2024

https://github.com/Lin-jun-xiang/docGPT-langchain

🔐Free GPT-3.5 chat with your docs (PDF, WORD, CSV, TXT)

chatgpt chatpdf csv docx gpt gpt-3 gpt3 gpt4 gpt4free langchain llm openai pdf python rag streamlit txt word

Last synced: 09 Jun 2024

https://github.com/snexus/llm-search

Querying local documents, powered by LLM

chatbot chroma hyde langchain-python large-language-models llm openai-chatgpt rag reranking retrieval-augmented-generation splade streamlit

Last synced: 08 Jun 2024

https://github.com/run-llama/rags

Build ChatGPT over your data, all with natural language

agent chatbot chatgpt gpts llamaindex llm openai rag streamlit

Last synced: 08 Jun 2024

https://github.com/redis-developer/ArXivChatGuru

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

ai arxiv langchain machine-learning openai python question-answering rag redis retrieval retrieval-augmented-generation streamlit vector-database vector-search

Last synced: 08 Jun 2024

https://github.com/epsilla-cloud/vectordb

Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/

ai chatgpt data data-science database embeddings embeddings-similarity infrastructure llms machine-learning neural-network neural-search rag retrieval search-engine vector-database vector-search

Last synced: 08 Jun 2024

https://github.com/NeumTry/NeumAI

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

ai chatgpt data data-engineering database embeddings etl llm llmops mlops ops pipeline python rag retrieval vector-database vectors

Last synced: 08 Jun 2024

https://github.com/pchunduri6/rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

ai chatgpt gpt llm question-answering rag retrieval-augmented-generation vector-database

Last synced: 08 Jun 2024

https://github.com/louisfb01/start-llms

A complete guide to start and improve your LLM skills in 2024 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

ai fine-tuning gpt gpt-4 language-model large-language-models llama llm llms rag retrieval-augmented-generation

Last synced: 08 Jun 2024

https://github.com/llmware-ai/llmware

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering rag retrieval-augmented-generation semantic-search transformers

Last synced: 07 Jun 2024

https://github.com/shadowfax92/Fyin

Open source alternative to Perplexity AI with ability to run locally

llm ollama openai rag rust

Last synced: 07 Jun 2024

https://github.com/kbeaugrand/SemanticKernel.Connectors.Memory.SqlServer

SQL Server connector for Semantic Kernel plugin and Kernel Memory

ai artificial-intelligence indexing llm memory openai rag sdk semantic-search sql-server

Last synced: 07 Jun 2024

https://github.com/microsoft/kernel-memory

RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.

indexing llm memory rag semantic-search

Last synced: 06 Jun 2024

https://github.com/jerryjliu/llama_index

LlamaIndex is a data framework for your LLM applications

agents application data fine-tuning framework llamaindex llm rag vector-database

Last synced: 06 Jun 2024

https://github.com/vanna-ai/vanna

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

agent ai data-visualization database llm rag sql text-to-sql

Last synced: 06 Jun 2024

https://github.com/infiniflow/infinity

The AI-native database built for LLM applications, providing incredibly fast full-text and vector search

ai-native approximate-nearest-neighbor-search bm25 cpp20 cpp20-modules database embedding full-text-search hnsw hybrid-search information-retrival llms nearest-neighbor-search operational-analytics rag retrieval-augmented-generation search-engine sql vector-database vector-search

Last synced: 05 Jun 2024

https://github.com/topoteretes/cognee

Deterministic LLMs Outputs for AI Applications and AI Agents

agents ai ai-agents ai-memory chatgpt cognitive cognitive-architecture cognitive-memory cognitive-modeling graph-database graphql knowledge knowledge-graph neo4j openai rag vector-database

Last synced: 04 Jun 2024

https://github.com/supabase-community/chatgpt-your-files

Production-ready MVP for securely chatting with your documents using pgvector

ai db embeddings ml rag supabase vector

Last synced: 02 Jun 2024

https://github.com/mendableai/rag-arena

RAG Arena is an open-source Next.js project made by Mendable.ai that interfaces with LangChain to provide a RAG chatbot experience where queries receive multiple responses. Users vote on these responses, which are then unblurred to reveal the Retriever used, differentiating the chatbots by their data retrieval methods.

ai chatbot langchain langchain-typescript mendable nextjs rag retrieval

Last synced: 02 Jun 2024

https://github.com/mazzasaverio/fastapi-langchain-rag

(Let's start with a) Scalable question-answering system utilizing FastAPI, LangChain (LCEL), and PGVector, featuring an ingestion pipeline. Deployed on GCP Cloud Run via Terraform.

chatbot cloud-run fastapi langchain pgvector question-answering rag

Last synced: 02 Jun 2024

https://github.com/Renumics/renumics-rag

Visualization for a Retrieval-Augmented Generation (RAG) Assistant 🤖➕📚🟰❤️

huggingface langchain large-language-models llm machine-learning openai rag retrieval-augmented-generation retrival-augmented streamlit umap visualization

Last synced: 02 Jun 2024

https://github.com/leoneversberg/llm-chatbot-rag

A local LLM chatbot with RAG for PDF input files

chatbot llm nlp rag

Last synced: 02 Jun 2024

https://github.com/mazzasaverio/terraform-gcp-cloud-run

Terraform code to instantiate a Cloud Run V2 connected to a Postgres Cloud SQL, on which the pgvector extension will be enabled, with a connection to Redis and continuous deployment through the automatic trigger of Cloud Build.

cloud-infrastructure cloud-run devops gcp gcp-cloud-build gcp-compute-engine gcp-sql google google-cloud google-cloud-platform iaac pgvector rag terraform terraform-automation

Last synced: 02 Jun 2024

https://github.com/lancedb/vectordb-recipes

High quality resources & applications for LLMs, multi-modal models and VectorDBs

agents ai deep-learning embeddings fine-tuning gpt gpt-4-vision langchain llama-index llms machine-learning multimodal openai rag vector-database

Last synced: 02 Jun 2024

https://github.com/reorproject/reor

AI note-taking app that runs models locally.

ai evernote lancedb llama llamacpp local-first markdown note-taking obsidian pkm rag second-brain vector-database

Last synced: 02 Jun 2024

https://github.com/open-webui/open-webui

ChatGPT-Style WebUI for Ollama (Formerly Ollama WebUI)

chromadb llm llm-ui llm-webui llms ollama ollama-app ollama-client ollama-gui ollama-interface ollama-ui ollama-web ollama-webui rag self-hosted webui

Last synced: 02 Jun 2024

https://github.com/tiwater/flowgen

AutoGen Visualized - Visual Tools for Multi-Agent Development.

agent artificial-intelligence autogen chatgpt gpt4v llava llm openai rag

Last synced: 02 Jun 2024

https://github.com/kimtth/awesome-azure-openai-llm

"Awesome-LLM: a curated list of Azure OpenAI & Large Language Models" 🔎References to Azure OpenAI, 🦙Large Language Models, and related 🌌 services and 🎋libraries.

awesome awesome-list azure-openai azureopenai cheetsheet copilot generative-ai gpt langchain large-language-models llama-index llm llms openai prompt-engineering rag semantic-kernel

Last synced: 02 Jun 2024

https://github.com/SciPhi-AI/agent-search

AgentSearch is a framework for powering search agents and enabling customizable local search.

artificial-intelligence information-retrieval llms rag retrieval-augmented-generation search search-engine

Last synced: 01 Jun 2024

https://github.com/khoj-ai/khoj

Your AI second brain. A copilot to search and chat (using RAG) with your knowledge base (pdf, markdown, org). Use powerful, online (e.g gpt4) or private, local (e.g mistral) LLMs. Self-host locally or use our web app. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp

agent ai chat chatgpt emacs llamacpp llm markdown mistral obsidian obsidian-md offline-llm org-mode productivity pwa rag self-hosted semantic-search whatsapp-ai

Last synced: 31 May 2024

https://github.com/SuperDuperDB/superduperdb

🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.

ai chatbot data database distributed-ml inference llm-inference llm-serving llmops ml mlops mongodb pretrained-models python pytorch rag semantic-search torch transformers vector-search

Last synced: 31 May 2024

https://github.com/swirlai/swirl-search

Swirl is open-source software that uses AI to simultaneously search multiple content and data sources, finds the best results using a reader LLM, then prompts Generative AI, enabling you to get answers from your own data.

ai-search bigquery django federated-query federated-search gpt large-language-models metasearch python rag relevancy search search-engine unified-search

Last synced: 31 May 2024

https://github.com/danswer-ai/danswer

Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.

ai-chat chatgpt enterprise-search gen-ai information-retrieval nextjs python rag

Last synced: 31 May 2024

https://github.com/Wannabeasmartguy/GPT-Gradio-Agent

Create your own GPT intelligent assistants using Azure OpenAI, Ollama, and local models, build and manage local knowledge bases, and expand your horizons with AI search engines. 使用 Azure OpenAI、Ollama以及本地模型创建自己的 GPT 智能助手，搭建和管理本地知识库，并使用 AI 搜索引擎扩展你的视野。

ai-applications azure gpt-35-turbo gpt-4 knowledge-base ollama ollama-app openai openai-api-chatbot rag retrieval-augmented-generation

Last synced: 31 May 2024

https://github.com/danny-avila/rag_api

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

api api-rest embeddings fastapi langchain pgvector postgresql psql python rag vector vector-database

Last synced: 30 May 2024

https://github.com/labring/FastGPT

FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

gpt gpt-35-turbo gpt-4 gpt35 llm nextjs openai rag react

Last synced: 28 May 2024

https://github.com/codefuse-ai/codefuse-chatbot

An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.

aiops chatbot code-repo-analysis code-repo-generation devops gpt knowledge-graph langchain multi-agent rag tool-learning

Last synced: 25 May 2024

https://github.com/evilpsycho/play-with-llms

Tutorial on training, evaluating LLM, as well as utilizing RAG, Agent, Chain to build entertaining applications with LLMs.分享如何训练、评估LLMs，如何基于RAG、Agent、Chain构建有趣的LLMs应用。

agent baichuan2 chatgpt gpt large-language-models llama2 llms mistral rag retrieval-augmented-generation

Last synced: 22 May 2024

https://github.com/zhayujie/chatgpt-on-wechat

基于大模型搭建的聊天机器人，同时支持微信公众号、企业微信应用、飞书、钉钉等接入，可选择GPT3.5/GPT-4o/GPT4.0/ Claude/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Claude/Kimi/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。

ai chatglm-4 chatgpt claude3 dingtalk feishu-bot gemini glm gpt-4 kimi linkai llm openai python3 qwen rag wechat wechat-bot wenxinyiyan xunfei-spark

Last synced: 20 May 2024

https://github.com/aiplanethub/beyondllm

Build, evaluate and observe LLM apps

ai artificial-intelligence embeddings evaluate-llm genai generative-ai large-language-models llm llms rag

Last synced: 20 May 2024

https://github.com/casibase/casibase?utm_source=tldrwebdev

⚡️Open-source AI LangChain-like RAG (Retrieval-Augmented Generation) knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, LLaMA, Google Gemini, HuggingFace, Claude, Grok, etc., chat bot demo: https://demo.casibase.com, admin UI demo: https://demo-admin.casibase.com

agi ai casibase chatbot chatgpt claude gemini gpt grok huggingface javascript knowledge-base langchain llama llama2 llm multi-agent openai rag react

Last synced: 19 May 2024

https://github.com/neurocult/agency

🕵️‍♂️ Library designed for developers eager to explore the potential of Large Language Models (LLMs) and other generative AI through a clean, effective, and Go-idiomatic approach.

agents ai artificial-general-intelligence artificial-intelligence artificial-neural-networks autonomous-agents chatgpt generative-ai go golang gpt language-models llm llmops machine-learning neural-network nlp openai rag vector-database

Last synced: 19 May 2024

https://github.com/langroid/langroid

Harness LLMs with Multi-Agent Programming

agents ai chatgpt function-calling gpt gpt-4 gpt4 information-retrieval language-model llama llm llm-agent llm-framework local-llm multi-agent-systems openai-api question-answering rag retrieval-augmented-generation

Last synced: 19 May 2024

https://github.com/promptfoo/promptfoo

Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.

ci ci-cd cicd evaluation evaluation-framework llm llm-eval llm-evaluation llm-evaluation-framework llmops prompt-engineering prompt-testing prompts rag testing

Last synced: 19 May 2024

https://github.com/Mintplex-Labs/anything-llm

The all-in-one AI application, tool suite, and API for RAG & Agents for Docker & Desktop.

agents ai-agents-framework chroma desktop-application document-chat langchain-app llama lmstudio local-llm localai ollama openai-chatgpt pinecone rag retrieval-augmented-generation vector-database

Last synced: 19 May 2024

https://github.com/QuivrHQ/quivr

Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.

ai api chatbot chatgpt database docker frontend groq html javascript llm openai postgresql privacy rag react rest-api security typescript vector

Last synced: 18 May 2024

https://github.com/devflowinc/trieve

All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.

actix actix-web ai artificial-intelligence diesel embedding llm postgresql qdrant qdrant-vector-database rag retrieval-augmented-generation rust search search-engine solidjs tailwindcss vector-search

Last synced: 16 May 2024

https://github.com/mamei16/LLM_Web_search

An extension for oobabooga/text-generation-webui that enables the LLM to search the web using DuckDuckGo

chatgpt duckduckgo faiss gpt langchain llm llms oobabooga rag text-generation-webui

Last synced: 15 May 2024

https://github.com/NVIDIA/GenerativeAIExamples

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

gpu-acceleration large-language-models llm llm-inference microservice nemo rag retrieval-augmented-generation tensorrt triton-inference-server

Last synced: 15 May 2024

https://github.com/run-llama/llama_index

LlamaIndex is a data framework for your LLM applications

agents application data fine-tuning framework llamaindex llm rag vector-database

Last synced: 14 May 2024

https://github.com/InternLM/HuixiangDou

HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance

application assistance chatbot dsl lark llm multimodal ocr pipeline rag robot wechat

Last synced: 14 May 2024

https://github.com/langgenius/dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

agent ai backend-as-a-service chatbot genai gpt gpt-4 langchain llama2 llm nextjs openai orchestration python rag workflow

Last synced: 14 May 2024

https://github.com/eosphoros-ai/DB-GPT

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

agents bgi database gpt gpt-4 langchain llm private rag security vicuna

Last synced: 14 May 2024

https://github.com/embedchain/embedchain

Personalizing LLM Responses

ai application chatbots chatgpt embeddings llm python rag vector-database

Last synced: 14 May 2024

https://github.com/WangRongsheng/awesome-LLM-resourses

🧑‍🚀 全世界最好的中文LLM资料总结

awesome-list book course large-language-models llama llm rag retrieval-augmented-generation webui

Last synced: 14 May 2024

https://github.com/neuml/txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

embeddings information-retrieval language-model large-language-models llm machine-learning neural-search nlp python rag retrieval-augmented-generation search search-engine semantic-search sentence-embeddings transformers txtai vector-database vector-search vector-search-engine

Last synced: 13 May 2024

https://github.com/vearch/vearch

Distributed vector search for AI-native applications

ai-native ai-native-database cloud-native document-retrieval embeddings hybrid-search rag retrieval-augmented-generation vector-database vector-search vectors

Last synced: 13 May 2024

https://github.com/PrithivirajDamodaran/FlashRank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database vector-search

Last synced: 13 May 2024

https://llmware-ai.github.io/llmware/

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering rag retrieval-augmented-generation semantic-search transformers

Last synced: 12 May 2024

https://github.com/truefoundry/cognita

Cognita by TrueFoundry - Framework for building modular, open source RAG applications for production.

ai deep-learning generative-ai llmops machine-learning mlops model-deployment python rag retrieval-augmented-generation typescript

Last synced: 12 May 2024

https://github.com/your-papa/obsidian-Smart2Brain

An Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!

ai chatgpt embeddings obsidian-md obsidian-plugin ollama rag

Last synced: 11 May 2024

https://github.com/microsoft/rag-experiment-accelerator

The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.

acs azure chunking dense embedding evaluation experiment genai indexing information-retrieval llm openai rag sparse vectors

Last synced: 11 May 2024

https://github.com/video-db/streamrag

Video Search and Streaming Agent 🕵️‍♂️

agent chatgpt llm rag search search-engine video video-processing video-streaming

Last synced: 10 May 2024

https://github.com/MrAnayDongre/Machine-Learning-Collection

Repo for Implementing Research Papers & Projects related to Machine Learning

bidirectional-lstm chatgpt cnn-classification dcgan-pytorch deep-neural-networks diffusion-models gan imagecaptioning lstm-neural-networks machine-learning object-detection ollama pytorch-implementation pytorch-lightning pytorch-lightning-tutorial rag time-series-analysis transformer wgan-gp-pytorch yolo

Last synced: 10 May 2024

https://github.com/opea-project/GenAIExamples

Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.

chatqna codegen copilot gaudi2 genai llms rag summarization tgi xeon

Last synced: 01 May 2024

https://github.com/SciSharp/BotSharp

The AI Agent Framework in .NET

artificial-intelligence chatbot chatbot-framework chatgpt llm nlp nlu rag semantic

Last synced: 25 Apr 2024

https://github.com/TaskingAI/TaskingAI

The open source platform for AI-native application development.

agent ai ai-native function-call generative-ai gpt langchain llm rag retrieval-augmented-generation vector

Last synced: 23 Apr 2024

https://github.com/blob42/Instrukt

Integrated AI environment in the terminal. Build, test and instruct agents.

agent-executor agents ai containers developer-tools gpt langchain llm rag terminal tui

Last synced: 23 Apr 2024

https://github.com/hymie122/RAG-Survey

Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

aigc diffusion-models llm multimodality rag survey