Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of embeddings, vector search, retrieval, and context-augmented generation.
☆1,252Mar 11, 2026Updated 2 weeks ago
Alternatives and similar repositories for rag-from-scratch
Users that are interested in rag-from-scratch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patt…☆3,320Jan 21, 2026Updated 2 months ago
- ☆10Feb 14, 2025Updated last year
- A general memory system for agents, powered by deep-research☆832Mar 14, 2026Updated last week
- A Docker-powered RAG system that understands the difference between code and prose. Ingest your codebase and documentation, then query th…☆224Mar 14, 2026Updated last week
- Diagram generation for understanding codebases and system architecture using Nano Banana Pro.☆587Feb 26, 2026Updated last month
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆12Mar 7, 2025Updated last year
- AI-powered natural language to SQL☆26Mar 18, 2026Updated last week
- Articles on Software Design with Code Examples☆21Mar 10, 2026Updated 2 weeks ago
- Visual AI workflow automation platform☆1,072Jan 13, 2026Updated 2 months ago
- Vector Database & AI Gateway written in Go. Supports HNSW, Hybrid Search (BM25), GraphRAG context, a built-in RAG Pipeline, and can be em…☆65Mar 18, 2026Updated last week
- Fara-7B: An Efficient Agentic Model for Computer Use☆4,633Feb 11, 2026Updated last month
- a Postgres proxy to protect your db from cursor☆30Jan 18, 2026Updated 2 months ago
- ☆117Dec 28, 2025Updated 2 months ago
- Retrieval-augmented generation (RAG) for remote & local LLM use☆44May 24, 2025Updated 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.☆1,402Feb 8, 2026Updated last month
- Agent0 Series: Self-Evolving Agents from Zero Data☆1,094Feb 17, 2026Updated last month
- A Gradio-based web UI for voice cloning and voice design, powered by Qwen3-TTS & VibeVoice. Can use Whisper or VibeVoice-ASR for automat…☆356Mar 5, 2026Updated 3 weeks ago
- 100+ LLM interview questions with answers.☆827Feb 9, 2026Updated last month
- better git cli for agents☆270Feb 18, 2026Updated last month
- Hundred of containers living together with LXC container for saving resources and make the configuration easier☆165Mar 19, 2026Updated last week
- A package manager for AI agents. Install agent skills from GitHub with a single command.☆411Mar 11, 2026Updated 2 weeks ago
- Recovered from https://archive.softwareheritage.org/browse/origin/directory/?origin_url=https://github.com/uktrade/sqlite-s3vfs☆38Dec 30, 2025Updated 2 months ago
- Run Claude Agent (Claude Code) in a sandbox, control it via websocket☆545Dec 28, 2025Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Bithoven is a smart contract language for composing powerful and secure instruments on Bitcoin. LR(1) parser with static analysis for com…☆42Feb 25, 2026Updated last month
- Agent Skills as a Memory Layer☆3,176Updated this week
- ☆17Dec 16, 2024Updated last year
- On the Theoretical Limitations of Embedding-Based Retrieval☆639Sep 15, 2025Updated 6 months ago
- Vurb.ts - The TypeScript Framework for MCP Servers. Type-safe tools, structured AI perception, and built-in security. Deploy once — every…☆213Updated this week
- Custom tools for agent based crewAI langchain solutions☆10May 27, 2024Updated last year
- Latent Collaboration in Multi-Agent Systems☆816Feb 27, 2026Updated 3 weeks ago
- Curated plugin marketplace for AI agents - works with Claude Code, Codex, and openskills☆934Jan 17, 2026Updated 2 months ago
- An open source implementation of code execution with MCP (Programatic Tool Calling)☆696Jan 21, 2026Updated 2 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Give your OpenClaw a voice (and a phone number!)☆60Feb 9, 2026Updated last month
- ☆651Mar 1, 2026Updated 3 weeks ago
- advanced, scalable, no-code RAG☆331Feb 2, 2026Updated last month
- Easily create semantic search based LLM applications☆14Jan 17, 2025Updated last year
- Codes/Notebooks for AI Projects☆2,153Updated this week
- VeritasGraph: Enterprise-Grade Graph RAG for Secure, On-Premise AI with Verifiable Attribution☆254Mar 17, 2026Updated last week
- Microsoft Fabric extension for VS Code☆39Updated this week