Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with faiss
A curated list of projects in awesome lists tagged with faiss .
https://github.com/chatchat-space/langchain-chatchat
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain
chatbot chatchat chatglm chatgpt embedding faiss fastchat gpt knowledge-base langchain langchain-chatglm llama llm milvus ollama qwen rag retrieval-augmented-generation streamlit xinference
Last synced: 16 Dec 2024
https://github.com/imClumsyPanda/langchain-ChatGLM
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain
chatbot chatchat chatglm chatgpt embedding faiss fastchat gpt knowledge-base langchain langchain-chatglm llama llm milvus ollama qwen rag retrieval-augmented-generation streamlit xinference
Last synced: 06 Nov 2024
https://github.com/chatchat-space/Langchain-Chatchat
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain
chatbot chatchat chatglm chatgpt embedding faiss fastchat gpt knowledge-base langchain langchain-chatglm llama llm milvus ollama qwen rag retrieval-augmented-generation streamlit xinference
Last synced: 28 Oct 2024
https://github.com/milvus-io/milvus
A cloud-native vector database, storage for next generation AI applications
anns cloud-native distributed embedding-database embedding-similarity embedding-store faiss golang hnsw image-search llm nearest-neighbor-search tensor-database vector-database vector-search vector-similarity vector-store
Last synced: 16 Dec 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: 24 Sep 2024
https://github.com/sylphai-inc/adalflow
AdalFlow: The library to build & auto-optimize LLM applications.
agent ai bm25 chatbot faiss framework generative-ai information-retrieval llm machine-learning nlp optimizer python question-answering rag reranker retriever summarization trainer
Last synced: 17 Dec 2024
https://github.com/unum-cloud/usearch
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
approximate-nearest-neighbor-search clustering database faiss full-text-search fuzzy-search image-search kann nearest-neighbor-search recommender-system search search-engine semantic-search simd similarity-search text-search vector-search webassembly
Last synced: 01 Nov 2024
https://github.com/SylphAI-Inc/LightRAG
AdalFlow: The library to build & auto-optimize LLM applications.
agent ai bm25 chatbot faiss framework generative-ai information-retrieval llm machine-learning nlp optimizer python question-answering rag reranker retriever summarization trainer
Last synced: 01 Dec 2024
https://github.com/SylphAI-Inc/AdalFlow
AdalFlow: The library to build & auto-optimize LLM applications.
agent ai bm25 chatbot faiss framework generative-ai information-retrieval llm machine-learning nlp optimizer python question-answering rag reranker retriever summarization trainer
Last synced: 13 Nov 2024
https://github.com/tensorchord/pgvecto.rs
Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
chatgpt faiss gpt hacktoberfest llm nearest-neighbor-search postgres rust vector vector-database
Last synced: 18 Dec 2024
https://github.com/asg017/sqlite-vss
A SQLite extension for efficient vector search, based on Faiss!
faiss sqlite sqlite-extension vector-search
Last synced: 19 Dec 2024
https://github.com/alexpinel/dot
Text-To-Speech, RAG, and LLMs. All local!
document-chat embeddings faiss langchain llamacpp llm local phi-3 privategpt rag self-hosted standalone standalone-app tts whisper-cpp
Last synced: 19 Dec 2024
https://github.com/kennethleungty/llama-2-open-source-llm-cpu-inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
c-transformers chatgpt cpu cpu-inference deep-learning document-qa faiss langchain language-models large-language-models llama llama-2 llm machine-learning natural-language-processing nlp open-source-llm python sentence-transformers transformers
Last synced: 15 Dec 2024
https://github.com/kennethleungty/Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
c-transformers chatgpt cpu cpu-inference deep-learning document-qa faiss langchain language-models large-language-models llama llama-2 llm machine-learning natural-language-processing nlp open-source-llm python sentence-transformers transformers
Last synced: 16 Nov 2024
https://github.com/skywalkerdarren/chatweb
ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.
ai chatgpt crawler docx embedding faiss gpt gpt-35-turbo news-extractor newspaper openai pdf pgvector postgresql vector-database
Last synced: 09 Nov 2024
https://github.com/SkywalkerDarren/chatWeb
ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.
ai chatgpt crawler docx embedding faiss gpt gpt-35-turbo news-extractor newspaper openai pdf pgvector postgresql vector-database
Last synced: 01 Nov 2024
https://github.com/shibing624/similarities
Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。
bm25 deep-learning faiss image-search image-similarity matching nlp pytorch search-engine similarity similarity-search text-matching
Last synced: 19 Dec 2024
https://github.com/alexpinel/Dot
Standalone app for fully local RAG with Mistral 7B
ai app desktop-app document-chat embeddings faiss gpt langchain llm local localai mistral mistral-7b privategpt rag standalone standalone-app
Last synced: 28 Oct 2024
https://github.com/matsui528/faiss_tips
Some useful tips for faiss
approximate-nearest-neighbor-search faiss nearest-neighbor-search product-quantization
Last synced: 07 Nov 2024
https://github.com/chunelfeng/caiss
一款简单好用的 跨平台/多语言的 相似向量/相似词/相似句 高性能检索引擎。欢迎star & fork。Build together! Power another !
ai ann chatbot deep-learning faiss hnsw mrpt nlp search-engine similarity-search
Last synced: 15 Dec 2024
https://github.com/fynnfluegge/codeqai
Local first semantic code search and chat powered by vector embeddings and LLMs
codellama faiss gpt huggingface langchain llama2 llamacpp llm ollama openai sentence-transformers
Last synced: 20 Dec 2024
https://github.com/Aquila-Network/aquila
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
approximate-nearest-neighbor-search aquila embedding faiss feature-vectors image-search information-retrieval information-retrieval-engine knn-search nearest-neighbor-search neural-information-retrieval neural-search retrieval search-engine similarity-search similarity-searches vector-database video-search
Last synced: 02 Nov 2024
https://github.com/zilliztech/feder
Visualize hnsw, faiss and other anns index
faiss hnsw milvus visualization
Last synced: 15 Nov 2024
https://github.com/momegas/megabots
🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵
chatbot faiss fastapi gpt-35-turbo gpt-4 information-retrieval langchain llama natural-language-processing nlp pinecone prompt-engineering python question-answering s3
Last synced: 21 Dec 2024
https://github.com/plippe/faiss-web-service
A web service build on top of Facebook's Faiss
Last synced: 17 Nov 2024
https://github.com/enet4/faiss-rs
Rust language bindings for Faiss
faiss hacktoberfest rust-bindings
Last synced: 20 Dec 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: 06 Nov 2024
https://github.com/MinishLab/vicinity
Lightweight Nearest Neighbors with Flexible Backends
ai annoy embeddings faiss hnsw hnswlib python vector-database
Last synced: 06 Dec 2024
https://github.com/smalltong02/keras-llm-robot
A web UI Project In order to learn the large language model. This project includes features such as chat, quantization, fine-tuning, prompt engineering templates, and multimodality.
chatbot chatgpt faiss fastchat gemini knowledgebase llm milvus multimodal pgvector rag speech-to-text streamlit text-to-speech vectorization
Last synced: 09 Nov 2024
https://github.com/ewfian/faiss-node
Node.js bindings for faiss
approximate-nearest-neighbor-search faiss javascript machine-learning nodejs npm similarity-search typescript underdevelopment
Last synced: 14 Oct 2024
https://github.com/sb-ai-lab/hypex
Fast and customizable framework for automatic and quick Causal Inference in Python
ab-testing causal-inference causalinference data-science faiss kaggle matching python statistics
Last synced: 21 Dec 2024
https://github.com/julien040/hn-recommendation-api
A recommendation system for Hacker News. Get the most similar posts for a given URL
embedding embeddings faiss hacker-news hnsw nextjs openai recommendation
Last synced: 08 Nov 2024
https://github.com/louisbrulenaudet/ragoon
High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡
ai embeddings embeddings-similarity faiss generative-ai groq groqapi llama llama-index llm nlp rag retrieval-augmented-generation vector-database vector-search vectorization
Last synced: 15 Dec 2024
https://github.com/shamspias/langchain-chat
langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.
chatbot chatbots embedding-model embedding-models embedding-python embedding-similarity embedding-vectors faiss faiss-backend gpt-3 gpt-35-turbo gpt-4 gpt-j langchain langchain-python pinecone vector-database
Last synced: 04 Dec 2024
https://github.com/coder/hnsw
In-memory vector index for Go
ai faiss go golang vector-database
Last synced: 07 Nov 2024
https://github.com/developermindset-com/faiss-mobile
FAISS library compiled for iOS, macOS, tvOS, watchOS
c cpp embeddings faiss ios knn macos neighbor-search search similarity-search tvos vector watchos
Last synced: 10 Nov 2024
https://github.com/jwest951227/ragchatbot
This project is a dynamic AI chatbot that can be trained from various sources, such as PDFs, documents, websites, and YouTube videos.
celery django faiss langchain pinecone postgresql python rag
Last synced: 16 Nov 2024
https://github.com/izuna385/zero-shot-entity-linking
Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.
allennlp approximate-nearest-neighbor-search bert entity-linking faiss natural-language-processing zero-shot-learning zero-shot-retrieval
Last synced: 08 Nov 2024
https://github.com/degencap777/ragchatbot
This project is a dynamic AI chatbot that can be trained from various sources, such as PDFs, documents, websites, and YouTube videos.
celery django faiss langchain pinecone postgresql python rag
Last synced: 14 Nov 2024
https://github.com/IndexStorm/git-rec-back
Backend code for GitHub Recommendation Extension
ai faiss flask machine-learning sbert
Last synced: 22 Nov 2024
https://github.com/vedashree29296/pyembeo
graph embeddings for neo4j in python
Last synced: 02 Dec 2024
https://github.com/fm1320/song-vibe
AI song recommendations based on the feel of a song
embeddings-similarity faiss llms sentence-transformers vector-search-engine
Last synced: 03 Dec 2024
https://github.com/codebased-sh/codebased
Embedded AI search engine for code
embeddings faiss openai tree-sitter
Last synced: 09 Oct 2024
https://github.com/hyeonsangjeon/aws-llm-sagemaker
SageMaker Ployglot based RAG opensearch
embedding faiss generative-ai korean-nlp kullm kullum langchain llm ployglot rag retrieval-augmented-generation roberta sagemaker tokenizer
Last synced: 17 Nov 2024
https://github.com/davidefiocco/faiss-on-disk-example
Example of out-of-RAM k-nearest neighbors search using faiss
Last synced: 13 Oct 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: 09 Oct 2024
https://github.com/patrickfrank1/chesspos
Embedding based chess position search and embedding learning for chess positions
chess-database embeddings faiss metric-learning similarity-search tensorflow triplet-loss
Last synced: 14 Oct 2024
https://github.com/izuna385/dual-encoder-entity-retrieval-with-bert
Re-implementation of Bi- (or, Dual-) encoder for Entity Linking. You can run experiments only in 3 seconds.
allennlp bert entity-linking faiss natural-language-processing
Last synced: 08 Nov 2024
https://github.com/enlomy/ragchatbot
This project is a dynamic AI chatbot that can be trained from various sources, such as PDFs, documents, websites, and YouTube videos.
celery django faiss langchain pinecone postgresql python rag
Last synced: 13 Dec 2024
https://github.com/thisis-developer/llama-2-ggml-csv-chatbot
The Llama-2-GGML-CSV-Chatbot is a conversational tool leveraging the powerful Llama-2 7B language model. It facilitates multi-turn interactions based on uploaded CSV data, allowing users to engage in seamless conversations.
all-minilm-l6-v2 csv-format faiss llama2 sentence-transformers streamlit
Last synced: 04 Dec 2024
https://github.com/izuna385/bert-article-recommender-with-faiss
Article Recommender with fine-tuned BERT and faiss.
allennlp approximate-nearest-neighbor-search bert faiss fastapi natural-language-processing recommender-system
Last synced: 18 Oct 2024
https://github.com/Grecil/Corrective-RAG
Implementation of Corrective RAG using LangChain and LangGraph.
crag duckduckgo embeddings faiss gemini-api langchain langgraph llm rag streamlit
Last synced: 20 Oct 2024
https://github.com/moscicky/faissnama
Project Panama with Faiss
faiss java jdk19 panama project-panama
Last synced: 06 Nov 2024
https://github.com/longmaoteamtf/ant
Open-source vector database built to embedding similarity search
faiss k-nearest-neighbours similarity-search vector-database
Last synced: 28 Nov 2024
https://github.com/shaadclt/llm-powered-pdf-chatbot
This is a Streamlit-based PDF Chatbot powered by OpenAI's Language Models. The chatbot allows users to upload PDF files, extract text content, and ask natural language questions about the PDF content
Last synced: 07 Dec 2024
https://github.com/kmcleste/dsba-6156
A neural search engine. Designed and produced for DSBA 6156: Applied Machine Learning.
docker faiss fastapi machine-learning neural-search-engine python streamlit
Last synced: 01 Nov 2024
https://github.com/shamspias/langchain-telegram-gpt-chatbot
An AI-powered chatbot integrated with Telegram, using OpenAI GPT-3.5 Turbo, language embeddings, and FAISS for similarity search to provide more contextually relevant responses to user queries
ai artificial-intelligence chatbot chatbot-telegram faiss gpt-3 gpt-3-5-turbo gpt-35-turbo gpt-4 langchain langchain-python openapi python python3 telebot telegram telegram-bot tts tts-api
Last synced: 04 Dec 2024
https://github.com/notai-tech/liteindex
ultra fast, thread and process safe, easily queryable Indexes/ caches for Python.
diskcache embedded-database embeddings faiss in-process-database key-value-database lru-cache nearest-neighbor-search persistent-storage python similarity-search sqlite vector-database vector-search
Last synced: 27 Oct 2024
https://github.com/taherfattahi/embedding-optimizer
Two approaches to generating optimized embeddings in the Retrieval-Augmented Generation (RAG) Pattern
embedding-vectors faiss langchain openai rag vectordatabase
Last synced: 05 Dec 2024
https://github.com/anasaber/rag_in_cpu
This repo is for advanced RAG systems, each branch will represent a project based on RAG.
advanced-rag chat-application chat-with-pdf chromadb cohere cohere-api faiss faiss-vector-database generative-ai groq groq-api langchain llms rag rag-implementation rag-pipeline redis redis-cache
Last synced: 03 Dec 2024
https://github.com/seven-33/langchain-chat
langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, and provides accurate, context-aware answers based on the indexed data. Easy to set up and extend.
chatbot chatbots embedding-model embedding-models embedding-python embedding-similarity faiss faiss-backend gpt-3 gpt-4 gpt-j gpt35turbo langchain language-python pinecone
Last synced: 10 Nov 2024
https://github.com/soulteary/text-retrieval-example
Let's talk about text retrieval.
faiss fulltext fulltext-search mysql semantic-search semantic-similarity text-retrieval
Last synced: 11 Dec 2024
https://github.com/tomkat-cr/genericsuite-be-ai
The GenericSuite AI for Python (backend version)
ai chatbot claude-3 dynamodb faiss gemini-ai hugginface image-generation image-recognition langchain llm mongodb openai python3 speech-recognition text-to-speech
Last synced: 02 Nov 2024
https://github.com/vubacktracking/bert-faiss-qa-system
Q&A System using BERT and Faiss Vector Database
bert distilbert faiss faiss-vector-database qa-system vector-database
Last synced: 10 Nov 2024
https://github.com/k1low/go-sqlite-vss
go-sqlite-vss is a "SQLite + SQLite Vector Similarity Search extension" driver for database/sql package.
faiss go sqlite sqlite-extension vector-search
Last synced: 17 Oct 2024
https://github.com/kanchishimono/python-faiss-grpc-server
Simple gRPC server for vector searching implemented by Python and Faiss
ann anns approximate-nearest-neighbor-search faiss grpc grpc-server image-search nearest-neighbor-search python3 vector-search
Last synced: 28 Nov 2024
https://github.com/soham2002/docuchat
DocuChatv1 using Colab, Pinecone, and Hugging Face, and DocuChatv2 with Streamlit, GeminiPro, and FAISS.
faiss gemini-pro huggingface langchain-python llama2 pinecone streamlit
Last synced: 03 Dec 2024
https://github.com/debanjansarkar/askdoc
The Intelligent "ASKDOC" project combines the power of Langchain, Azure, OpenAI models, and Python to deliver an intelligent question-answering system, that scans your PDF documents and answer queries based on its contents. It can be queried using Human Natural Language.
artificial-intelligence azure-openai azure-openai-api chatbot document-retrieval faiss langchain langchain-python natural-language-processing natural-language-understanding pdf-document-query python3
Last synced: 29 Nov 2024
https://github.com/labrijisaad/llm-rag
A Streamlit app leveraging a RAG LLM with FAISS to offer answers from uploaded files.
chatgpt cicd embedding-vectors faiss llm machine-learning mlops openai rag rag-llm streamlit streamlit-webapp
Last synced: 06 Nov 2024
https://github.com/wikp/faiss-rest-api
REST API for facebook's faiss
faiss rest-api rust similarity-search vector-similarity
Last synced: 13 Nov 2024
https://github.com/tucan9389/image-clustering-browser
clustering faiss flask k-means-clustering react viewer vision
Last synced: 16 Dec 2024
https://github.com/maylad31/vector_sqlite
Faiss with sqlite
faiss faiss-vector-database genai generative-ai rag retrieval-augmented-generation sqlite vector-database vector-search
Last synced: 12 Oct 2024
https://github.com/arsath-eng/rag1-nvidia-genai
A powerful Retrieval Augmented Generation (RAG) application built with NVIDIA AI endpoints and Streamlit. This solution enables intelligent document analysis and question-answering using state-of-the-art language models, featuring multi-PDF processing, FAISS vector store integration, and advanced prompt engineering.
document-analysis embeddings faiss langchain llama-models llm nvidia-ai-faundry pdf-processing question-answering rag streamlit vector-store
Last synced: 20 Dec 2024
https://github.com/duongkstn/trustii-secure-rag-system
Solution for the Trustii's "Secure RAG System" Data Challenge 2024
faiss langchain llm rag retrieval-augmented-generation
Last synced: 04 Dec 2024
https://github.com/cutupdev/real-time-data-chatbot
This chatbot process real time data. It's dynamic and built with Django REST framework, supporting to collect data from from PDFs, documents, websites, and YouTube videos. Leveraging OpenAI's GPT-3.5, Pinecone, FAISS, and Celery for seamless integration and performance.
django faiss openai pinecone python
Last synced: 21 Nov 2024
https://github.com/kwang2049/benchmarking-ann
Benchmarking Approximate Nearest Neighbor (ANN) algorithms for dense text retrieval.
benchmarking faiss information-retrieval
Last synced: 16 Dec 2024
https://github.com/htanh2003/llm_powered_video_search
The LLM-Powered Video Search System is an advanced multimodal video search solution that leverages Large Language Models (LLMs) to enhance video retrieval through text, image, and metadata queries.
clip django docker faiss multimodal retrieval retrieval-augmented-generation text-image-retrieval tf-idf yolo
Last synced: 25 Nov 2024
https://github.com/harshpimpale/ayurvedagpt
A Streamlit-based platform offering Ayurvedic remedies. Users can ask queries and complete a questionnaire to discover their dosha (body constitution).
faiss gemini langchain llm python streamit transformers vector-embedding
Last synced: 29 Nov 2024
https://github.com/sunnybedi990/rag-with-llm
"A Retrieval-Augmented Generation (RAG) system for document query and summarization using vector-based search and language models.
docker document-query faiss flask langugae-models machine-learning natural-language-processing nlp python rag react retrieval-augmented-generation summarization vector-search
Last synced: 15 Dec 2024
https://github.com/thirdeyeinfo/chat-with-multiple-web
Chat with multiple web pages
beautifulsoup4 faiss gemini-pro huggingfacehub langchain langchain-openai llama2 llama3 ollama openai openaiembeddings python3 streamlit
Last synced: 10 Oct 2024
https://github.com/chandima2000/ai-assistant-with-langchain-gemini
This project aims to build a chatbot & voice assistant that responds to custom data.
django faiss gemini-flash langchain reactjs speech-recognition
Last synced: 17 Nov 2024
https://github.com/chandima2000/career-path-recommendation-system
AI powered career path recommendation system
ai django faiss gemini langchain machine-learning nlp reactjs
Last synced: 17 Nov 2024
https://github.com/dongminlee94/k8s-docs-assistant-rag
Kubernetes documentation assistant with RAG
assistant beautifulsoup4 chatbot documentation faiss fastapi kubernetes llm openai rag streamlit
Last synced: 12 Nov 2024
https://github.com/nebeyoumusie/chat-with-multiple-pdf-documents
In this project I have built an app that can answer questions from your multiple PDFs using Google's gemini-1.5-flash model.
faiss faiss-vector-database gemini-flash google-api google-embeddings google-generative-ai langchain python streamlit streamlit-webapp
Last synced: 10 Dec 2024
https://github.com/nebeyoumusie/qa-system-for-e_learning
This is an end to end LLM project based on Google Generative AI and Langchain. In this project I built a Q&A system based on a data from an e-learning company called codebasic
embeddings faiss faiss-vector-database googleai huggingface langchain streamlit-webapp
Last synced: 10 Dec 2024
https://github.com/kitware/smqtk-indexing
Interfaces and implementations around the efficient indexing algorithms and backends.
faiss framework indexing knn lsh machine-learning python
Last synced: 15 Nov 2024
https://github.com/nebeyoumusie/advanced-rag-qa-chatbot
In this project I have built an advanced RAG Q&A chatbot with chain and retrievers using Langchain
chatbot faiss faiss-vector-database google-generative-ai huggingface-embeddings langchain retrieval-augmented-generation
Last synced: 10 Dec 2024
https://github.com/kanugurajesh/document-qa
chat with your documents (pdf) by leveraging the power of gemini pro
chromadb document faiss gemini-pro langchain python streamlit
Last synced: 20 Nov 2024
https://github.com/joypauls/annoy-evaluation
Evaluating the Python library Annoy for similarity search
ann annoy faiss python similarity-search
Last synced: 13 Dec 2024
https://github.com/komangandika/improved-rag-architecture
Improved RAG Architecture using semantic chunker, query input rewriter, and prompt engineering
faiss generative-ai langchain llama llm rag vector-database vectordb
Last synced: 12 Oct 2024
https://github.com/sergio11/nemesys
Nemesys is an ethical cybersecurity tool designed to automate exploitation and post-exploitation tasks using Metasploit. It enhances target attacks, privilege escalation, and system analysis while providing intelligent reporting through cloud-based large language models (LLMs). 🚀📊
ai-security cybersecurity exploit-framework faiss faiss-cpu faiss-vector-database groq groq-api hacking-tools langchain metasploit penetration-testing post-exploitation privilege-escalation python security-analysis system-enumeration vulnerability-assessment vulnerability-detection
Last synced: 14 Dec 2024
https://github.com/anandhupa1/pdfreaderchatbot
A chat bot to read PDF files and respond with relevant information.
faiss langchain openai python3
Last synced: 12 Nov 2024
https://github.com/shikha-code36/llm_langchain_tutorial
faiss langchain-python language-model llm vector-database
Last synced: 14 Nov 2024
https://github.com/shaadclt/intelligent-new-analysis-chatbot
This is an Intelligent News Analysis Chatbot built with Streamlit. It leverages the LangChain library and OpenAI's GPT-3 for intelligent question-answering and analysis of news articles.
Last synced: 07 Dec 2024