TencentCloud / TencentDB-Agent-Memory
TencentDB Agent Memory is a team-level memory hub for AI Agents โ turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.
NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
DeepAleph / jevreel
A zero-embedding approach to video intelligence, using Jev: contact sheets + typed decisions, as MCP tools and a skill for any coding agent.
qnguyen3 / QUAN-Transcribe
Inference code for QUAN-Transcribe: fast Vietnamese speech recognition on EmbeddingGemma 2
FirmwareVersion / choravox
Offline multi-speaker meeting-speech toolkit: planted-ground-truth synthetic meeting factory, VAD, speaker embeddings, diarization (AHC/spectral/VB-HMM), overlap detection, CTC speaker-attributed ASR, cpWER/DER/JER evaluation, online streaming mode, deterministic reports. NumPy core, CPU-only torch extra.
supabase / supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
thedotmack / claude-mem
Persistent Context Across Sessions for Every Agent โ Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
milvus-io / milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
servo / servo
Servo aims to empower developers with a lightweight, high-performance alternative for embedding web technologies in applications.
qdrant / qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Tencent / WeKnora
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
srbhr / Resume-Matcher
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
pydantic / pydantic-ai
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
huggingface / sentence-transformers
State-of-the-Art Embeddings, Retrieval, and Reranking
RyanCodrai / turbovec
A vector index built on TurboQuant, written in Rust with Python bindings
modelscope / ms-swift
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).
Unstructured-IO / unstructured
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.
BlinkDL / RWKV-LM
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
cactus-compute / needle
Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.
langchain4j / langchain4j
LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.
InsForge / InsForge
The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.
neuml / txtai
๐ก All-in-one AI framework for semantic search, LLM orchestration and language model workflows
datawhalechina / all-in-rag
๐ๅคงๆจกๅๅบ็จๅผๅๅฎๆไธ๏ผRAG ๆๆฏๅ จๆ ๆๅ๏ผๅจ็บฟ้ ่ฏปๅฐๅ๏ผhttps://datawhalechina.github.io/all-in-rag/
oramasearch / orama
๐ A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
gorse-io / gorse
AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding
apache / seatunnel
SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.
MaartenGr / BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
lance-format / lance
Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..
purocean / yn
A highly extensible Markdown editor featuring version control, AI Copilot, document annotations, mind maps, document encryption, executable code snippets, chart embedding, HTML applets, plugins, and macro replacement. Its integrated sidebar terminal makes working with AI faster and more convenient.
MinishLab / semble
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
go-flutter-desktop / go-flutter
Flutter on Windows, MacOS and Linux - based on Flutter Embedding, Go and GLFW.
Eventual-Inc / Daft
High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale
unslothai / notebooks
250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models.
OpenBMB / UltraRAG
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
brianpetro / obsidian-smart-connections
Find related notes and excerpts while writing. Your link building copilot displays relevant content in graph + list view. A local embedding model powers semantic search. Zero setup. No API key.
ARahim3 / DigUp
Search your computer by what's in your files: photos, PDFs, documents, recordings, videos and code. On-device on Mac, Windows and Linux, built on Google DeepMind's EmbeddingGemma 2.
Marker-Inc-Korea / AutoRAG
Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and files.
huggingface / text-embeddings-inference
A blazing fast inference solution for text embeddings models
apple / embedding-atlas
Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
chromiumembedded / cef
Chromium Embedded Framework (CEF). A simple framework for embedding Chromium-based browsers in other applications.
infiniflow / infinity
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
ssrajadh / sentrysearch
Semantic search over videos using Gemini Embedding 2 or Qwen3-VL.
CaviraOSS / LongMemory
Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.
crmne / ruby_llm
The Ruby AI framework.
groupultra / telegram-search
๐ ๅฏผๅบๅนถๆจก็ณๆ็ดข Telegram ่ๅคฉ่ฎฐๅฝ | Export and fuzzy search your Telegram chat history
lightly-ai / lightly
A python library for self-supervised learning on images.
twinnydotdev / twinny
Open-source AI coding assistant for VS Code. Coding agent, code completion, chat, edits and reviews with local or hosted models. Your models, your infrastructure.
embeddings-benchmark / mteb
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
superlinked / sie
Open-source inference server and production cluster for all the models your agent needs.
giancarloerra / SocratiCode
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.
qdrant / fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
FluidInference / FluidAudio
Frontier CoreML audio models in your apps โ text-to-speech, speech-to-text, voice activity detection, and speaker diarization. In Swift, powered by SOTA open source.
michaelfeil / infinity
Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali
codedogQBY / ReadAny
AI-powered cross-platform e-book reader with semantic search, RAG chat, local vector store, notes, TTS, and WebDAV sync.
zilliztech / memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
jejacks0n / mercury
Mercury Editor: The Rails WYSIWYG editor that allows embedding full page editing capabilities directly inline.
milvus-io / bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
ailia-ai / ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK